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| # Solve.mjs Log - 2026-07-03T16:48:43.785Z | |
| [2026-07-03T16:48:43.786Z] [INFO] 📁 Log file: /home/box/solve-2026-07-03T16-48-43-784Z.log | |
| [2026-07-03T16:48:43.787Z] [INFO] (All output will be logged here) | |
| [2026-07-03T16:48:45.338Z] [INFO] | |
| [2026-07-03T16:48:45.338Z] [INFO] 🚀 solve v2.1.0 | |
| [2026-07-03T16:48:45.339Z] [INFO] 🔧 Raw command executed: | |
| [2026-07-03T16:48:45.340Z] [INFO] /home/box/.nvm/versions/node/v20.20.2/bin/node /home/box/.bun/bin/solve https://github.com/link-assistant/formal-ai/pull/619 --model opus --tool claude --attach-logs --verbose --no-tool-check --disable-report-issue --language en | |
| [2026-07-03T16:48:45.340Z] [INFO] | |
| [2026-07-03T16:48:45.371Z] [INFO] 🧭 Execution context: docker container (indicators: /.dockerenv) — per-task disk usage is scoped to this container. | |
| [2026-07-03T16:48:45.373Z] [INFO] 📈 Resource usage (solve start): | |
| [2026-07-03T16:48:45.373Z] [INFO] CPU load: 2.01 0.79 1.36 (6 CPUs) | |
| [2026-07-03T16:48:45.373Z] [INFO] Memory: 9.6 GB available / 11.7 GB total (2.1 GB used) | |
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| [2026-07-03T16:48:45.373Z] [INFO] 📈 [RESOURCES] phase=solve_start ts=2026-07-03T16%3A48%3A45.372Z load1=2.01 load5=0.79 load15=1.36 cpuCount=6 memTotalBytes=12541485056 memAvailableBytes=10330976256 memUsedBytes=2210508800 processRssBytes=89489408 diskPath=%2F diskTotalBytes=102888095744 diskAvailableBytes=37231935488 diskUsedBytes=65639383040 diskUsedPercent=63.796868398964236 mem=9.6%20GB%20available%20%2F%2011.7%20GB%20total disk=34.7%20GB%20available%20%2F%2095.8%20GB%20total | |
| [2026-07-03T16:48:45.374Z] [INFO] | |
| [2026-07-03T16:48:45.374Z] [WARNING] ⚠️ SECURITY WARNING: --attach-logs is ENABLED | |
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| [2026-07-03T16:48:45.377Z] [INFO] • Internal system information | |
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| [2026-07-03T16:48:50.447Z] [INFO] ⏩ Skipping tool connection validation (dry-run mode or skip-tool-connection-check enabled) | |
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| [2026-07-03T16:48:50.447Z] [INFO] 🎭 Checking Playwright MCP preflight for Claude Code... | |
| [2026-07-03T16:48:51.126Z] [STDOUT] Checking MCP server health… | |
| [2026-07-03T16:48:51.993Z] [STDOUT] playwright: npx -y @playwright/mcp@latest --isolated --headless --no-sandbox --timeout-action=600000 --viewport-size 1920x1080 - ✔ Connected | |
| [2026-07-03T16:48:52.517Z] [INFO] 🎭 Playwright MCP probe: 'mcp list' exit=0, playwright rows=1 [playwright: npx -y @playwright/mcp@latest --isolated --headless --no-sandbox --timeout-action=600000 --viewport-size 1920x1080 - ✔ Connected] | |
| [2026-07-03T16:48:52.518Z] [INFO] 🎭 Playwright MCP reported as connected by mcp list | |
| [2026-07-03T16:48:52.518Z] [INFO] 🎭 Playwright MCP ready for Claude Code | |
| [2026-07-03T16:48:52.519Z] [INFO] 📋 URL validation: | |
| [2026-07-03T16:48:52.519Z] [INFO] Input URL: https://github.com/link-assistant/formal-ai/pull/619 | |
| [2026-07-03T16:48:52.519Z] [INFO] Is Issue URL: false | |
| [2026-07-03T16:48:52.519Z] [INFO] Is PR URL: true | |
| [2026-07-03T16:48:52.520Z] [INFO] 🔍 --auto-accept-invite: Checking for pending invitation to link-assistant/formal-ai... | |
| [2026-07-03T16:48:52.891Z] [INFO] Found 10 total pending repo invitation(s) | |
| [2026-07-03T16:48:52.892Z] [INFO] No pending repository invitation found for link-assistant/formal-ai | |
| [2026-07-03T16:48:53.265Z] [INFO] Found 0 total pending org invitation(s) | |
| [2026-07-03T16:48:53.265Z] [INFO] No pending organization invitation found for link-assistant | |
| [2026-07-03T16:48:53.266Z] [INFO] ℹ️ --auto-accept-invite: No pending invitation found for link-assistant/formal-ai or organization link-assistant | |
| [2026-07-03T16:48:53.267Z] [INFO] 🔍 Checking repository access for auto-fork... | |
| [2026-07-03T16:48:53.709Z] [STDOUT] {"admin":true,"maintain":true,"pull":true,"push":true,"triage":true} | |
| [2026-07-03T16:48:54.145Z] [STDOUT] public | |
| [2026-07-03T16:48:54.154Z] [INFO] Repository visibility: public | |
| [2026-07-03T16:48:54.155Z] [INFO] ✅ Auto-fork: Write access detected to public repository, working directly on repository | |
| [2026-07-03T16:48:54.159Z] [INFO] 🔍 Checking repository write permissions... | |
| [2026-07-03T16:48:54.582Z] [STDOUT] {"admin":true,"maintain":true,"pull":true,"push":true,"triage":true} | |
| [2026-07-03T16:48:54.586Z] [INFO] ✅ Repository write access: Confirmed | |
| [2026-07-03T16:48:54.826Z] [STDOUT] link-assistant | |
| [2026-07-03T16:48:55.288Z] [STDOUT] link-assistant/formal-ai | |
| [2026-07-03T16:48:55.616Z] [STDOUT] {"number":619,"state":"OPEN"} | |
| [2026-07-03T16:48:56.031Z] [STDOUT] public | |
| [2026-07-03T16:48:56.035Z] [INFO] Repository visibility: public | |
| [2026-07-03T16:48:56.036Z] [INFO] Auto-cleanup default: false (repository is public) | |
| [2026-07-03T16:48:56.037Z] [INFO] 🔄 Continue mode: Working with PR #619 | |
| [2026-07-03T16:48:56.037Z] [INFO] Continue mode activated: PR URL provided directly | |
| [2026-07-03T16:48:56.037Z] [INFO] PR Number set to: 619 | |
| [2026-07-03T16:48:56.037Z] [INFO] Will fetch PR details and linked issue | |
| [2026-07-03T16:48:56.420Z] [STDOUT] {"body":"## Summary\n\nFixes #493.\n\nThis PR teaches the document verification flow to preserve multi-line OCR/text samples, extract structured market-price claims, and assess them with source-backed relative-meta-logic evidence. The issue screenshot's key claim, `ETH in 2024: $1,700`, is now flagged as contradicted against captured Binance ETHUSDT 2024 daily kline data.\n\nThe browser worker mirrors the Rust path, and a Playwright regression covers the mocked OCR/image-upload flow. A follow-up test covers the ETH aliases across the supported English, Russian, Hindi, and Chinese language set to satisfy the language-facing CI guard.\n\n## Reproduction\n\n- Preserved the issue screenshot under `docs/case-studies/issue-493/assets/issue-493-screenshot.jpg`.\n- Ran a Tesseract.js OCR experiment that recovers `ETH in 2024: $1,700` with the repeated ETH claims.\n- Compared the claim to captured Binance ETHUSDT 2024 daily klines: minimum daily low `2100.00` on `2024-01-03`, maximum daily high `4107.80` on `2024-12-16`.\n- Added a failing-then-passing regression for the OCR verification path and preserved the before/after logs.\n- Reproduced the initial CI language-coverage failure locally and added per-language test cases for `en`, `ru`, `hi`, and `zh`.\n\nCase study and raw evidence: https://github.com/link-assistant/formal-ai/blob/issue-493-481b78023692/docs/case-studies/issue-493/README.md\n\n## Tests\n\nPost-merge checks on `ca000fe3a67f281036a81277cf4640a7aecec880`:\n\n- `cargo fmt --all -- --check`\n- `cargo clippy --all-targets --all-features`\n- `cargo test --test unit issue_493 -- --nocapture`\n- `cargo test --all-features --verbose` (`1325 passed; 0 failed; 1 ignored`)\n- `cargo test --doc --verbose`\n- `node --check src/web/worker/formal_ai_worker_21.js`\n- `node tests/e2e/scripts/check-language-test-coverage.mjs`\n- `bun run build:web`\n- `npx playwright test tests/issue-493.spec.js --config=playwright.local.config.js`\n- `npx playwright test tests/issue-535.spec.js --config=playwright.local.config.js`\n\nThe local `rust-script` command was not installed in this container, so I also ran a direct line-count scan equivalent for hard-limit violations; it found no hard-limit violations and only pre-existing warning-band files.\n","headRefName":"issue-493-481b78023692","headRepository":{"id":"R_kgDOSbOoUw","name":"formal-ai","nameWithOwner":"link-assistant/formal-ai"},"headRepositoryOwner":{"id":"O_kgDODp_H0Q","login":"link-assistant"},"mergeStateStatus":"CLEAN","number":619,"state":"OPEN"} | |
| [2026-07-03T16:48:56.424Z] [INFO] 📝 PR branch: issue-493-481b78023692 | |
| [2026-07-03T16:48:56.426Z] [INFO] 🔗 Found linked issue #493 | |
| [2026-07-03T16:48:56.427Z] [INFO] | |
| [2026-07-03T16:48:56.427Z] [INFO] Creating temporary directory: /tmp/gh-issue-solver-1783097336426 | |
| [2026-07-03T16:48:56.429Z] [INFO] | |
| [2026-07-03T16:48:56.429Z] [INFO] 📥 Cloning repository: link-assistant/formal-ai | |
| [2026-07-03T16:48:56.822Z] [STDOUT] Cloning into '/tmp/gh-issue-solver-1783097336426'... | |
| [2026-07-03T16:49:15.489Z] [STDOUT] true | |
| [2026-07-03T16:49:15.490Z] [INFO] ✅ Cloned to: /tmp/gh-issue-solver-1783097336426 | |
| [2026-07-03T16:49:15.500Z] [STDOUT] origin https://github.com/link-assistant/formal-ai.git (fetch) | |
| origin https://github.com/link-assistant/formal-ai.git (push) | |
| [2026-07-03T16:49:15.547Z] [STDOUT] failed to set up git credential helper: failed to run git: error: could not write config file /home/box/.gitconfig: Device or resource busy | |
| [2026-07-03T16:49:15.553Z] [INFO] Note: gh auth setup-git had issues, continuing anyway | |
| [2026-07-03T16:49:15.553Z] [INFO] | |
| [2026-07-03T16:49:15.589Z] [INFO] | |
| [2026-07-03T16:49:15.589Z] [INFO] 📊 [DISK] phase=after_clone bytes=296874350 path=/tmp/gh-issue-solver-1783097336426 size=283 MB | |
| [2026-07-03T16:49:15.591Z] [INFO] 📈 Resource usage (after repository clone): | |
| [2026-07-03T16:49:15.591Z] [INFO] CPU load: 1.60 0.80 1.35 (6 CPUs) | |
| [2026-07-03T16:49:15.591Z] [INFO] Memory: 9.6 GB available / 11.7 GB total (2.1 GB used) | |
| [2026-07-03T16:49:15.591Z] [INFO] Process RSS: 81 MB, heap 19 MB | |
| [2026-07-03T16:49:15.591Z] [INFO] Disk (/): 33.8 GB available / 95.8 GB total (64.7% used) | |
| [2026-07-03T16:49:15.591Z] [INFO] 📈 [RESOURCES] phase=after_clone ts=2026-07-03T16%3A49%3A15.590Z load1=1.6 load5=0.8 load15=1.35 cpuCount=6 memTotalBytes=12541485056 memAvailableBytes=10270093312 memUsedBytes=2271391744 processRssBytes=85405696 diskPath=%2F diskTotalBytes=102888095744 diskAvailableBytes=36341743616 diskUsedBytes=66529574912 diskUsedPercent=64.6620723524079 mem=9.6%20GB%20available%20%2F%2011.7%20GB%20total disk=33.8%20GB%20available%20%2F%2095.8%20GB%20total | |
| [2026-07-03T16:49:15.601Z] [STDOUT] main | |
| [2026-07-03T16:49:15.613Z] [STDOUT] b23**********************************3f9 | |
| [2026-07-03T16:49:15.613Z] [INFO] | |
| [2026-07-03T16:49:15.613Z] [INFO] 📌 Default branch: main | |
| [2026-07-03T16:49:15.863Z] [INFO] | |
| [2026-07-03T16:49:15.863Z] [INFO] 🔄 Checking out PR branch: issue-493-481b78023692 | |
| [2026-07-03T16:49:15.864Z] [INFO] 📥 Fetching branches: From remote... | |
| [2026-07-03T16:49:16.476Z] [STDERR] Switched to a new branch 'issue-493-481b78023692' | |
| [2026-07-03T16:49:16.476Z] [STDOUT] branch 'issue-493-481b78023692' set up to track 'origin/issue-493-481b78023692'. | |
| [2026-07-03T16:49:16.477Z] [INFO] 🔍 Verifying: Branch checkout... | |
| [2026-07-03T16:49:16.485Z] [STDOUT] issue-493-481b78023692 | |
| [2026-07-03T16:49:16.486Z] [INFO] ✅ Branch checked out: issue-493-481b78023692 | |
| [2026-07-03T16:49:16.487Z] [INFO] ✅ Current branch: issue-493-481b78023692 | |
| [2026-07-03T16:49:16.488Z] [INFO] Branch operation: Checkout existing PR branch | |
| [2026-07-03T16:49:16.489Z] [INFO] Branch verification: Matches expected | |
| [2026-07-03T16:49:16.493Z] [INFO] | |
| [2026-07-03T16:49:16.493Z] [INFO] 🔄 Continue mode: ACTIVE | |
| [2026-07-03T16:49:16.493Z] [INFO] Using existing PR: #619 | |
| [2026-07-03T16:49:16.493Z] [INFO] PR URL: https://github.com/link-assistant/formal-ai/pull/619 | |
| [2026-07-03T16:49:16.494Z] [INFO] | |
| [2026-07-03T16:49:16.494Z] [INFO] 🚀 Starting work session: 2026-07-03T16:49:16.494Z | |
| [2026-07-03T16:49:16.901Z] [STDOUT] false | |
| [2026-07-03T16:49:16.905Z] [INFO] 📝 Converting PR: Back to draft mode... | |
| [2026-07-03T16:49:17.954Z] [STDERR] ✓ Pull request link-assistant/formal-ai#619 is converted to "draft" | |
| [2026-07-03T16:49:17.959Z] [INFO] ✅ PR converted: Now in draft mode | |
| [2026-07-03T16:49:18.740Z] [STDOUT] github.com | |
| ✓ Logged in to github.com account konard (/home/box/.config/gh/hosts.yml) | |
| - Active account: true | |
| - Git operations protocol: https | |
| - Token: gho_************************************ | |
| - Token scopes: 'gist', 'read:org', 'repo', 'user', 'workflow' | |
| [2026-07-03T16:49:19.393Z] [STDOUT] {"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4878133898","html_url":"https://github.com/link-assistant/formal-ai/pull/619#issuecomment-4878133898","issue_url":"https://api.github.com/repos/link-assistant/formal-ai/issues/619","id":4878133898,"node_id":"IC_kwDOSbOoU88AAAABIsJqig","user":{"login":"konard","id":1431904,"node_id":"MDQ6VXNlcjE0MzE5MDQ=","avatar_url":"https://avatars.githubusercontent.com/u/1431904?u=eef2c91c80a671714d3fd8c08ef91b297840056b&v=4","gravatar_id":"","url":"https://api.github.com/users/konard","html_url":"https://github.com/konard","followers_url":"https://api.github.com/users/konard/followers","following_url":"https://api.github.com/users/konard/following{/other_user}","gists_url":"https://api.github.com/users/konard/gists{/gist_id}","starred_url":"https://api.github.com/users/konard/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/konard/subscriptions","organizations_url":"https://api.github.com/users/konard/orgs","repos_url":"https://api.github.com/users/konard/repos","events_url":"https://api.github.com/users/konard/events{/privacy}","received_events_url":"https://api.github.com/users/konard/received_events","type":"User","user_view_type":"public","site_admin":false},"created_at":"2026-07-03T16:49:19Z","updated_at":"2026-07-03T16:49:19Z","author_association":"MEMBER","body":"🤖 **AI Work Session Started**\n\nStarting automated work session at 2026-07-03T16:49:16.494Z\n\nThe PR has been converted to draft mode while work is in progress.\n\n_This comment marks the beginning of an AI work session. Please wait for the session to finish, and provide your feedback._","reactions":{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4878133898/reactions","total_count":0,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":0,"eyes":0},"performed_via_github_app":null,"minimized":null,"pin":null} | |
| [2026-07-03T16:49:19.397Z] [INFO] 💬 Posted: AI Work Session Started comment (id=4878133898) | |
| [2026-07-03T16:49:19.720Z] [STDOUT] konard | |
| [2026-07-03T16:49:19.725Z] [INFO] 👤 Current user: konard | |
| [2026-07-03T16:49:19.725Z] [INFO] | |
| [2026-07-03T16:49:19.725Z] [INFO] 📊 Comment counting conditions: | |
| [2026-07-03T16:49:19.726Z] [INFO] prNumber: 619 | |
| [2026-07-03T16:49:19.726Z] [INFO] branchName: issue-493-481b78023692 | |
| [2026-07-03T16:49:19.727Z] [INFO] isContinueMode: true | |
| [2026-07-03T16:49:19.727Z] [INFO] Will count comments: true | |
| [2026-07-03T16:49:19.727Z] [INFO] 💬 Counting comments: Checking for new comments since last commit... | |
| [2026-07-03T16:49:19.727Z] [INFO] PR #619 on branch: issue-493-481b78023692 | |
| [2026-07-03T16:49:19.728Z] [INFO] Owner/Repo: link-assistant/formal-ai | |
| [2026-07-03T16:49:19.728Z] [INFO] Repository path: /tmp/gh-issue-solver-1783097336426 | |
| [2026-07-03T16:49:19.736Z] [STDOUT] 2026-07-03T15:34:30+00:00 | |
| [2026-07-03T16:49:19.738Z] [INFO] 📅 Last commit time: 2026-07-03T15:34:30.000Z | |
| [2026-07-03T16:49:19.995Z] [STDOUT] [] | |
| [2026-07-03T16:49:20.322Z] [STDOUT] [{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4877689091","html_url":"https://github.com/link-assistant/formal-ai/pull/619#issuecomment-4877689091","issue_url":"https://api.github.com/repos/link-assistant/formal-ai/issues/619","id":4877689091,"node_id":"IC_kwDOSbOoU88AAAABIruhAw","user":{"login":"konard","id":1431904,"node_id":"MDQ6VXNlcjE0MzE5MDQ=","avatar_url":"https://avatars.githubusercontent.com/u/1431904?v=4","gravatar_id":"","url":"https://api.github.com/users/konard","html_url":"https://github.com/konard","followers_url":"https://api.github.com/users/konard/followers","following_url":"https://api.github.com/users/konard/following{/other_user}","gists_url":"https://api.github.com/users/konard/gists{/gist_id}","starred_url":"https://api.github.com/users/konard/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/konard/subscriptions","organizations_url":"https://api.github.com/users/konard/orgs","repos_url":"https://api.github.com/users/konard/repos","events_url":"https://api.github.com/users/konard/events{/privacy}","received_events_url":"https://api.github.com/users/konard/received_events","type":"User","user_view_type":"public","site_admin":false},"created_at":"2026-07-03T15:31:56Z","updated_at":"2026-07-03T15:31:56Z","body":"<!-- hive-mind:working-session-summary -->\n## Working session summary\n\nImplemented, pushed, and finalized PR #619: https://github.com/link-assistant/formal-ai/pull/619\n\nKey points:\n- OCR/document verification now preserves full multi-line text samples, extracts ETH/year/price claims, and contradicts `ETH in 2024: $1,700` against captured Binance ETHUSDT 2024 data.\n- Rust and browser worker paths are aligned.\n- Added regression coverage for the OCR path, `$ETH` parsing, and ETH aliases across `en`, `ru`, `hi`, and `zh`.\n- Updated the PR description and marked it ready.\n\nVerification:\n- Local checks passed, including `cargo fmt`, `cargo clippy`, `cargo test --all-features` (`1325 passed; 0 failed; 1 ignored`), doc tests, web build, language coverage guard, and Playwright regressions.\n- Fresh CI run `28669378486` passed on head `ca000fe3a67f281036a81277cf4640a7aecec880`.\n- Working tree is clean on `issue-493-481b78023692`.\n\n---\n*This summary was automatically extracted from the AI working session output.*","author_association":"MEMBER","reactions":{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4877689091/reactions","total_count":0,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":0,"eyes":0},"performed_via_github_app":null,"minimized":null},{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4877690341","html_url":"https://github.com/link-assistant/formal-ai/pull/619#issuecomment-4877690341","issue_url":"https://api.github.com/repos/link-assistant/formal-ai/issues/619","id":4877690341,"node_id":"IC_kwDOSbOoU88AAAABIrul5Q","user":{"login":"konard","id":1431904,"node_id":"MDQ6VXNlcjE0MzE5MDQ=","avatar_url":"https://avatars.githubusercontent.com/u/1431904?v=4","gravatar_id":"","url":"https://api.github.com/users/konard","html_url":"https://github.com/konard","followers_url":"https://api.github.com/users/konard/followers","following_url":"https://api.github.com/users/konard/following{/other_user}","gists_url":"https://api.github.com/users/konard/gists{/gist_id}","starred_url":"https://api.github.com/users/konard/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/konard/subscriptions","organizations_url":"https://api.github.com/users/konard/orgs","repos_url":"https://api.github.com/users/konard/repos","events_url":"https://api.github.com/users/konard/events{/privacy}","received_events_url":"https://api.github.com/users/konard/received_events","type":"User","user_view_type":"public","site_admin":false},"created_at":"2026-07-03T15:32:08Z","updated_at":"2026-07-03T15:32:08Z","body":"## 🤖 Solution Draft Log\nThis log file contains the complete execution trace of the AI solution draft process.\n\n### 💰 **Cost estimation:**\n- Model: GPT-5.5\n- Provider: OpenAI\n- Public pricing estimate: $38.196808\n\n### 📊 **Context and tokens usage:**\n- 842.1K / 200K (421%) input tokens, 92.9K / 128K (73%) output tokens\n\nTotal: (842.1K + 25.6M cached) input tokens, 92.9K output tokens, $38.196808 cost\n\n### 🤖 **Models used:**\n- Tool: OpenAI Codex\n- Requested: `gpt-5.5`\n- Thinking level: max (~31999 tokens)\n- **Model: GPT-5.5** (`gpt-5.5`)\n\n### 📎 **Log file uploaded as Gist** (10511KB)\n- [View complete solution draft log](https://gist.githubusercontent.com/konard/9b2baa21808817551a39bc4c9f22d28c/raw/3913f29df3735f7d5f4a0d4bab7f71a7663a7e38/tmp-solution-draft-log-pr-1783092720373.txt.log.txt)\n\n---\n*Now working session is ended, feel free to review and add any feedback on the solution draft.*","author_association":"MEMBER","reactions":{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4877690341/reactions","total_count":0,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":0,"eyes":0},"performed_via_github_app":null,"minimized":null},{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4877705190","html_url":"https://github.com/link-assistant/formal-ai/pull/619#issuecomment-4877705190","issue_url":"https://api.github.com/repos/link-assistant/formal-ai/issues/619","id":4877705190,"node_id":"IC_kwDOSbOoU88AAAABIrvf5g","user":{"login":"konard","id":1431904,"node_id":"MDQ6VXNlcjE0MzE5MDQ=","avatar_url":"https://avatars.githubusercontent.com/u/1431904?v=4","gravatar_id":"","url":"https://api.github.com/users/konard","html_url":"https://github.com/konard","followers_url":"https://api.github.com/users/konard/followers","following_url":"https://api.github.com/users/konard/following{/other_user}","gists_url":"https://api.github.com/users/konard/gists{/gist_id}","starred_url":"https://api.github.com/users/konard/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/konard/subscriptions","organizations_url":"https://api.github.com/users/konard/orgs","repos_url":"https://api.github.com/users/konard/repos","events_url":"https://api.github.com/users/konard/events{/privacy}","received_events_url":"https://api.github.com/users/konard/received_events","type":"User","user_view_type":"public","site_admin":false},"created_at":"2026-07-03T15:34:29Z","updated_at":"2026-07-03T15:34:29Z","body":"## ✅ Ready to merge\n\nThis pull request is now ready to be merged:\n- All CI checks have passed\n- No merge conflicts\n- No pending changes\n\n---\n*Monitored by hive-mind with --auto-restart-until-mergeable flag*","author_association":"MEMBER","reactions":{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4877705190/reactions","total_count":0,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":0,"eyes":0},"performed_via_github_app":null,"minimized":null},{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4877889860","html_url":"https://github.com/link-assistant/formal-ai/pull/619#issuecomment-4877889860","issue_url":"https://api.github.com/repos/link-assistant/formal-ai/issues/619","id":4877889860,"node_id":"IC_kwDOSbOoU88AAAABIr6xRA","user":{"login":"konard","id":1431904,"node_id":"MDQ6VXNlcjE0MzE5MDQ=","avatar_url":"https://avatars.githubusercontent.com/u/1431904?v=4","gravatar_id":"","url":"https://api.github.com/users/konard","html_url":"https://github.com/konard","followers_url":"https://api.github.com/users/konard/followers","following_url":"https://api.github.com/users/konard/following{/other_user}","gists_url":"https://api.github.com/users/konard/gists{/gist_id}","starred_url":"https://api.github.com/users/konard/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/konard/subscriptions","organizations_url":"https://api.github.com/users/konard/orgs","repos_url":"https://api.github.com/users/konard/repos","events_url":"https://api.github.com/users/konard/events{/privacy}","received_events_url":"https://api.github.com/users/konard/received_events","type":"User","user_view_type":"public","site_admin":false},"created_at":"2026-07-03T16:04:57Z","updated_at":"2026-07-03T16:09:22Z","body":"My requirements from https://github.com/link-assistant/formal-ai/issues/493 were not fully implemented. I asked to support entire class of similar questions, not just the specific example.\r\n\r\nCheck our contributing guidelines, vision, roadmap, make sure we do largest possible step in these directions.\r\n\r\nPlease plan and execute everything in this single pull request, you have unlimited time and context, as context auto-compacts and you can continue indefinitely, until it is each and every requirement fully addressed, and everything is totally done.","author_association":"MEMBER","reactions":{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4877889860/reactions","total_count":0,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":0,"eyes":0},"performed_via_github_app":null,"minimized":null},{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4878133898","html_url":"https://github.com/link-assistant/formal-ai/pull/619#issuecomment-4878133898","issue_url":"https://api.github.com/repos/link-assistant/formal-ai/issues/619","id":4878133898,"node_id":"IC_kwDOSbOoU88AAAABIsJqig","user":{"login":"konard","id":1431904,"node_id":"MDQ6VXNlcjE0MzE5MDQ=","avatar_url":"https://avatars.githubusercontent.com/u/1431904?v=4","gravatar_id":"","url":"https://api.github.com/users/konard","html_url":"https://github.com/konard","followers_url":"https://api.github.com/users/konard/followers","following_url":"https://api.github.com/users/konard/following{/other_user}","gists_url":"https://api.github.com/users/konard/gists{/gist_id}","starred_url":"https://api.github.com/users/konard/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/konard/subscriptions","organizations_url":"https://api.github.com/users/konard/orgs","repos_url":"https://api.github.com/users/konard/repos","events_url":"https://api.github.com/users/konard/events{/privacy}","received_events_url":"https://api.github.com/users/konard/received_events","type":"User","user_view_type":"public","site_admin":false},"created_at":"2026-07-03T16:49:19Z","updated_at":"2026-07-03T16:49:19Z","body":"🤖 **AI Work Session Started**\n\nStarting automated work session at 2026-07-03T16:49:16.494Z\n\nThe PR has been converted to draft mode while work is in progress.\n\n_This comment marks the beginning of an AI work session. Please wait for the session to finish, and provide your feedback._","author_association":"MEMBER","reactions":{"url":"https://api.github.com/repos/link-assistant/formal-ai/issues/comments/4878133898/reactions","total_count":0,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":0,"eyes":0},"performed_via_github_app":null,"minimized":null}] | |
| [2026-07-03T16:49:20.602Z] [STDOUT] [] | |
| [2026-07-03T16:49:20.607Z] [INFO] 💬 New PR comments: 1 | |
| [2026-07-03T16:49:20.608Z] [INFO] 💬 New PR review comments: 0 | |
| [2026-07-03T16:49:20.608Z] [INFO] 💬 New issue comments: 0 | |
| [2026-07-03T16:49:20.609Z] [INFO] Total new comments: 1 | |
| [2026-07-03T16:49:20.609Z] [INFO] Comment lines to add: Yes | |
| [2026-07-03T16:49:20.609Z] [INFO] PR review comments fetched: 0 | |
| [2026-07-03T16:49:20.609Z] [INFO] PR conversation comments fetched: 5 | |
| [2026-07-03T16:49:20.609Z] [INFO] Total PR comments checked: 5 | |
| [2026-07-03T16:49:21.055Z] [STDOUT] {"url":"https://api.github.com/repos/link-assistant/formal-ai/pulls/619","id":3986083856,"node_id":"PR_kwDOSbOoU87tltAQ","html_url":"https://github.com/link-assistant/formal-ai/pull/619","diff_url":"https://github.com/link-assistant/formal-ai/pull/619.diff","patch_url":"https://github.com/link-assistant/formal-ai/pull/619.patch","issue_url":"https://api.github.com/repos/link-assistant/formal-ai/issues/619","number":619,"state":"open","locked":false,"title":"Fact-check OCR market price claims","user":{"login":"konard","id":1431904,"node_id":"MDQ6VXNlcjE0MzE5MDQ=","avatar_url":"https://avatars.githubusercontent.com/u/1431904?v=4","gravatar_id":"","url":"https://api.github.com/users/konard","html_url":"https://github.com/konard","followers_url":"https://api.github.com/users/konard/followers","following_url":"https://api.github.com/users/konard/following{/other_user}","gists_url":"https://api.github.com/users/konard/gists{/gist_id}","starred_url":"https://api.github.com/users/konard/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/konard/subscriptions","organizations_url":"https://api.github.com/users/konard/orgs","repos_url":"https://api.github.com/users/konard/repos","events_url":"https://api.github.com/users/konard/events{/privacy}","received_events_url":"https://api.github.com/users/konard/received_events","type":"User","user_view_type":"public","site_admin":false},"body":"## Summary\n\nFixes #493.\n\nThis PR teaches the document verification flow to preserve multi-line OCR/text samples, extract structured market-price claims, and assess them with source-backed relative-meta-logic evidence. The issue screenshot's key claim, `ETH in 2024: $1,700`, is now flagged as contradicted against captured Binance ETHUSDT 2024 daily kline data.\n\nThe browser worker mirrors the Rust path, and a Playwright regression covers the mocked OCR/image-upload flow. A follow-up test covers the ETH aliases across the supported English, Russian, Hindi, and Chinese language set to satisfy the language-facing CI guard.\n\n## Reproduction\n\n- Preserved the issue screenshot under `docs/case-studies/issue-493/assets/issue-493-screenshot.jpg`.\n- Ran a Tesseract.js OCR experiment that recovers `ETH in 2024: $1,700` with the repeated ETH claims.\n- Compared the claim to captured Binance ETHUSDT 2024 daily klines: minimum daily low `2100.00` on `2024-01-03`, maximum daily high `4107.80` on `2024-12-16`.\n- Added a failing-then-passing regression for the OCR verification path and preserved the before/after logs.\n- Reproduced the initial CI language-coverage failure locally and added per-language test cases for `en`, `ru`, `hi`, and `zh`.\n\nCase study and raw evidence: https://github.com/link-assistant/formal-ai/blob/issue-493-481b78023692/docs/case-studies/issue-493/README.md\n\n## Tests\n\nPost-merge checks on `ca000fe3a67f281036a81277cf4640a7aecec880`:\n\n- `cargo fmt --all -- --check`\n- `cargo clippy --all-targets --all-features`\n- `cargo test --test unit issue_493 -- --nocapture`\n- `cargo test --all-features --verbose` (`1325 passed; 0 failed; 1 ignored`)\n- `cargo test --doc --verbose`\n- `node --check src/web/worker/formal_ai_worker_21.js`\n- `node tests/e2e/scripts/check-language-test-coverage.mjs`\n- `bun run build:web`\n- `npx playwright test tests/issue-493.spec.js --config=playwright.local.config.js`\n- `npx playwright test tests/issue-535.spec.js --config=playwright.local.config.js`\n\nThe local `rust-script` command was not installed in this container, so I also ran a direct line-count scan equivalent for hard-limit violations; it found no hard-limit violations and only pre-existing warning-band 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| [2026-07-03T16:49:23.246Z] [STDOUT] [] | |
| [2026-07-03T16:49:23.251Z] [INFO] Feedback info will be added to prompt: | |
| [2026-07-03T16:49:23.252Z] [INFO] - Pull request description was edited after last commit | |
| [2026-07-03T16:49:23.252Z] [INFO] - New comments on the pull request: 1 | |
| [2026-07-03T16:49:23.252Z] [INFO] 📅 Getting timestamps: From GitHub servers... | |
| [2026-07-03T16:49:23.555Z] [STDOUT] 2026-07-03T12:42:57Z | |
| [2026-07-03T16:49:23.559Z] [INFO] 📝 Issue updated: 2026-07-03T12:42:57.000Z | |
| [2026-07-03T16:49:23.904Z] [STDOUT] [] | |
| [2026-07-03T16:49:23.909Z] [INFO] 💬 Comments: None found | |
| [2026-07-03T16:49:24.281Z] [STDOUT] [{"createdAt":"2026-07-03T12:43:55Z"}] | |
| [2026-07-03T16:49:24.287Z] [INFO] 🔀 Recent PR: 2026-07-03T12:43:55.000Z | |
| [2026-07-03T16:49:24.288Z] [INFO] | |
| [2026-07-03T16:49:24.288Z] [INFO] ✅ Reference time: 2026-07-03T12:43:55.000Z | |
| [2026-07-03T16:49:24.288Z] [INFO] | |
| [2026-07-03T16:49:24.288Z] [INFO] 🔍 Checking for uncommitted changes to include as feedback... | |
| [2026-07-03T16:49:24.329Z] [INFO] ✅ No uncommitted changes found | |
| [2026-07-03T16:49:24.523Z] [INFO] 👁️ Model vision capability: supported | |
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| [2026-07-03T16:49:24.555Z] [INFO] Memory: MemFree: 4107720 kB | |
| [2026-07-03T16:49:24.556Z] [INFO] Load: 1.47 0.79 1.34 1/640 2357 | |
| [2026-07-03T16:49:24.558Z] [INFO] 🧭 Claude Code quiet config verified at /home/box/.claude/settings.json: settings[autoMemoryEnabled=false, spinnerTipsEnabled=false, awaySummaryEnabled=false, feedbackSurveyRate=0, includeCoAuthoredBy=false, includeGitInstructions=true, prefersReducedMotion=true, showThinkingSummaries=false, skipDangerousModePermissionPrompt=true, viewMode="verbose", attribution={"commit":"","pr":""}, permissions={"defaultMode":"bypassPermissions"}], env[CLAUDE_CODE_DISABLE_AUTO_MEMORY=1, CLAUDE_CODE_DISABLE_CRON=1, CLAUDE_CODE_DISABLE_TERMINAL_TITLE=1, CLAUDE_CODE_DISABLE_CLAUDE_MDS=1, CLAUDE_CODE_DISABLE_FAST_MODE=1, CLAUDE_CODE_DISABLE_FEEDBACK_SURVEY=1, CLAUDE_CODE_DISABLE_MOUSE=1, CLAUDE_CODE_ENABLE_AWAY_SUMMARY=0, CLAUDE_CODE_ENABLE_TASKS=1, CLAUDE_CODE_MAX_TOOL_USE_CONCURRENCY=4, CLAUDE_CODE_RESUME_INTERRUPTED_TURN=1, DISABLE_FEEDBACK_COMMAND=1] | |
| [2026-07-03T16:49:24.566Z] [INFO] 🧰 Created filtered MCP config (excluding 'claude.ai gmail*', 'claude.ai google drive*', 'claude.ai google calendar*'): /tmp/claude-mcp-no-useless-1783097364566-1.json | |
| [2026-07-03T16:49:24.567Z] [INFO] 🧰 Useless MCP servers (claude.ai Gmail/Drive/Calendar) disabled for this session via --strict-mcp-config (issue #1627) | |
| [2026-07-03T16:49:24.567Z] [INFO] 🧰 Disallowed 16 useless Claude Code tool(s) for this session (issue #1627) | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] 📝 Raw command: | |
| [2026-07-03T16:49:24.567Z] [INFO] (cd "/tmp/gh-issue-solver-1783097336426" && claude --output-format stream-json --verbose --dangerously-skip-permissions --model claude-opus-4-8 --fallback-model claude-opus-4-7 --strict-mcp-config --mcp-config "/tmp/claude-mcp-no-useless-1783097364566-1.json" --disallowedTools AskUserQuestion CronCreate CronDelete CronList EnterPlanMode EnterWorktree ExitPlanMode ExitWorktree Monitor NotebookEdit PushNotification RemoteTrigger ScheduleWakeup mcp__claude_ai_Gmail__* mcp__claude_ai_Google_Drive__* mcp__claude_ai_Google_Calendar__* -p "Issue to solve: https://github.com/link-assistant/formal-ai/issues/493 | |
| [2026-07-03T16:49:24.567Z] [INFO] Your prepared branch: issue-493-481b78023692 | |
| [2026-07-03T16:49:24.567Z] [INFO] Your prepared working directory: /tmp/gh-issue-solver-1783097336426 | |
| [2026-07-03T16:49:24.567Z] [INFO] Your prepared Pull Request: https://github.com/link-assistant/formal-ai/pull/619 | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] New comments on the pull request: 1 | |
| [2026-07-03T16:49:24.567Z] [INFO] Pull request description was edited after last commit | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Continue. | |
| [2026-07-03T16:49:24.567Z] [INFO] " --append-system-prompt "You are an AI issue solver. When you investigate issues, prefer root-cause analysis. When you communicate, prefer facts you have checked yourself or cite sources that provide evidence, such as quoted code or references to documents or web pages. When you are unsure or working from assumptions, test them yourself or ask clarifying questions. | |
| [2026-07-03T16:49:24.567Z] [INFO] General guidelines. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you execute commands and the output becomes large, save the logs to files for easier review. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When running commands, avoid setting a timeout yourself. Let them run as long as needed. The default timeout of 2 minutes is usually enough, and once commands finish, review the logs in the file. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When running sudo commands, especially package installations like apt-get, yum, or npm install, run them in the background to avoid timeout issues and permission errors when the process needs to be killed. Use the run_in_background parameter or append & to the command. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When CI is failing or user reports failures, consider adding a detailed investigation protocol to your todo list with these steps: | |
| [2026-07-03T16:49:24.567Z] [INFO] Step 1: List recent runs with timestamps using: gh run list --repo link-assistant/formal-ai --branch issue-493-481b78023692 --limit 5 --json databaseId,conclusion,createdAt,headSha | |
| [2026-07-03T16:49:24.567Z] [INFO] Step 2: Verify runs are after the latest commit by checking timestamps and SHA | |
| [2026-07-03T16:49:24.567Z] [INFO] Step 3: For each non-passing run, download logs to preserve them: gh run view {run-id} --repo link-assistant/formal-ai --log > ci-logs/{workflow}-{run-id}.log | |
| [2026-07-03T16:49:24.567Z] [INFO] Step 4: Read each downloaded log file with the Read tool to understand the actual failures | |
| [2026-07-03T16:49:24.567Z] [INFO] Step 5: Report findings with specific errors and line numbers from logs | |
| [2026-07-03T16:49:24.567Z] [INFO] This detailed investigation is especially helpful when user mentions CI failures, asks to investigate logs, you see non-passing status, or when finalizing a PR. | |
| [2026-07-03T16:49:24.567Z] [INFO] Note: If user says \"failing\" but tools show \"passing\", this might indicate stale data - consider downloading fresh logs and checking timestamps to resolve the discrepancy. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When a code or log file has more than 1500 lines, read it in chunks of 1500 lines. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When facing a complex problem, do as much tracing as possible and turn on all verbose modes. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you create debug, test, or example scripts while fixing an issue, keep them in ./examples and/or ./experiments so you can reuse them later. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you test assumptions, keep experiment scripts in ./experiments. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When an experiment demonstrates a real-world use case of the software, add it to ./examples. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you face something extremely hard, use divide and conquer. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Initial research. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you start, create a detailed plan for yourself and follow your todo list step by step. Add as many relevant points from these guidelines to the todo list as practical so you can track the work clearly. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When the user mentions CI failures or asks to investigate logs, consider adding these todos to track the investigation: (1) list recent CI runs with timestamps, (2) download logs from failed runs to the ci-logs/ directory, (3) analyze error messages and identify the root cause, (4) implement a fix, (5) verify that the fix resolves the specific errors found in the logs. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you read the issue, read all details and comments thoroughly. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you see screenshots or images in issue descriptions, pull request descriptions, comments, or discussions, download the image to a local file first, then use the Read tool to view and analyze it. Before reading downloaded images with the Read tool, verify that the file is a valid image rather than HTML by using a CLI tool such as the 'file' command. When corrupted or non-image files, such as GitHub \"Not Found\" pages saved as `.png`, are read, they can cause \"Could not process image\" errors and crash the AI solver process. When the file command shows \"HTML\", \"text\", or \"ASCII text\", the download failed, so do not call Read on that file. Instead: (1) when images are from GitHub issues or PRs, such as URLs containing \"github.com/user-attachments\", retry with: curl -L -H \"Authorization: token \$(gh auth token)\" -o <filename> \"<url>\" (2) when the retry still fails, skip the image and note that it was unavailable. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need issue details, use gh issue view https://github.com/link-assistant/formal-ai/issues/493. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need related code, use gh search code --owner link-assistant [keywords]. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need repo context, read files in your working directory. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you study related work, study the most recent related pull requests. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When the issue is not defined clearly enough, write a comment with clarifying questions. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When accessing GitHub Gists (especially private ones), use gh gist view command instead of direct URL fetching to ensure proper authentication. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you are fixing a bug, find the actual root cause first and run as many experiments as needed. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you are fixing a bug and the code does not have enough tracing or logs, add them and keep them in the code with the default state switched off. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need comments on a pull request, note that GitHub has three different comment types with different API endpoints: | |
| [2026-07-03T16:49:24.567Z] [INFO] 1. PR review comments (inline code comments): gh api repos/link-assistant/formal-ai/pulls/619/comments --paginate | |
| [2026-07-03T16:49:24.567Z] [INFO] 2. PR conversation comments (general discussion): gh api repos/link-assistant/formal-ai/issues/619/comments --paginate | |
| [2026-07-03T16:49:24.567Z] [INFO] 3. PR reviews (approve/request changes): gh api repos/link-assistant/formal-ai/pulls/619/reviews --paginate | |
| [2026-07-03T16:49:24.567Z] [INFO] Note: The command \"gh pr view --json comments\" only returns conversation comments and misses review comments. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need the latest comments on the issue, use gh api repos/link-assistant/formal-ai/issues/493/comments --paginate. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Solution development and testing. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When issue is solvable, first create a test that reproduces the problem, then implement the fix. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When implementing features, search for similar existing implementations in the codebase and use them as examples instead of implementing everything from scratch. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When coding, commit each atomic step that is useful on its own to the pull request branch so interrupted work remains preserved in the pull request. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you test: | |
| [2026-07-03T16:49:24.567Z] [INFO] start from testing of small functions using separate scripts; | |
| [2026-07-03T16:49:24.567Z] [INFO] write unit tests with mocks for easy and quick start. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you test integrations, use existing framework. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you test solution draft, include automated checks in pr. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you write or modify tests, consider setting reasonable timeouts at test, suite, and CI job levels so failures surface quickly instead of hanging. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you see repeated test timeout patterns in CI, investigate the root cause rather than increasing timeouts. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When the issue is unclear, write a comment on the issue with questions. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you encounter problems that you cannot solve yourself and need human help, write a comment on the pull request asking for help. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need human help, use gh pr comment 619 --body \"your message\" to comment on existing PR. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Reproducible testing. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When fixing a bug, create a test that reproduces the problem before implementing the fix. When you cannot reproduce the problem, you cannot verify the fix. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When encountering logic bugs, write an automated test that fails due to the bug, then implement the fix to make it pass. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When encountering UI bugs, capture a screenshot showing the problem state, then create a visual regression test or manual verification screenshot after the fix. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When creating tests, prefer minimum reproducible examples, meaning the simplest test case that demonstrates the issue. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When submitting a fix, include in the PR description: (1) how to reproduce the issue, (2) the automated test that verifies the fix, (3) before/after screenshots for UI issues. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When a bug fix does not have a reproducing test, treat the fix as incomplete because regressions can occur later without notice. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Preparing pull request. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you code, follow contributing guidelines. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you commit, write clear message. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need examples of style, use gh pr list --repo link-assistant/formal-ai --state merged --search [keywords]. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you open pr, describe solution draft and include tests. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When there is a package with version and GitHub Actions workflows for automatic release, update the version (or other necessary release trigger) in your pull request to prepare for next release. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you update existing pr 619, use gh pr edit to modify title and description. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you are about to commit or push code, run local CI checks first if they are available in contributing guidelines (like ruff check, mypy, eslint, etc.) to catch errors before pushing. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you finalize the pull request: | |
| [2026-07-03T16:49:24.567Z] [INFO] follow style from merged prs for code, title, and description, | |
| [2026-07-03T16:49:24.567Z] [INFO] check that no uncommitted changes corresponding to the original requirements are left behind, | |
| [2026-07-03T16:49:24.567Z] [INFO] check that the default branch is merged into the pull request branch, | |
| [2026-07-03T16:49:24.567Z] [INFO] check that all CI checks are passing if they exist before you finish, | |
| [2026-07-03T16:49:24.567Z] [INFO] check for latest comments on the issue and pull request to ensure no recent feedback was missed, | |
| [2026-07-03T16:49:24.567Z] [INFO] double-check that all changes in the pull request address the original requirements of the issue, | |
| [2026-07-03T16:49:24.567Z] [INFO] check for newly introduced bugs in the pull request by carefully reading gh pr diff, | |
| [2026-07-03T16:49:24.567Z] [INFO] check that no previously existing features were removed without an explicit request in the issue description, issue comments, or pull request comments. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you finish implementation, use gh pr ready 619. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Workflow and collaboration. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you check branch, verify with git branch --show-current. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you push, push only to branch issue-493-481b78023692. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you finish, create a pull request from branch issue-493-481b78023692. (Note: PR 619 already exists, update it instead) | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you organize workflow, use pull requests instead of direct merges to default branch (main or master). | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you manage commits, preserve commit history for later analysis. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you contribute, keep repository history forward-moving with regular commits, pushes, and reverts if needed. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you face conflict that you cannot resolve yourself, ask for help. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you collaborate, respect branch protections by working only on issue-493-481b78023692. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you mention a result, include the pull request URL or comment URL. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need to create pr, remember pr 619 already exists for this branch. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Self review. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you check your solution draft, run all tests locally. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you check your solution draft, verify git status shows a clean working tree with no uncommitted changes. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you compare with repo style, use gh pr diff [number]. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you finalize, confirm code, tests, and description are consistent. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] GitHub CLI command patterns. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When fetching lists from GitHub API, use the --paginate flag to ensure all results are returned (GitHub returns max 30 per page by default). | |
| [2026-07-03T16:49:24.567Z] [INFO] - When listing PR review comments (inline code comments), use gh api repos/OWNER/REPO/pulls/NUMBER/comments --paginate. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When listing PR conversation comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When listing PR reviews, use gh api repos/OWNER/REPO/pulls/NUMBER/reviews --paginate. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When listing issue comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When adding PR comment, use gh pr comment NUMBER --body \"text\" --repo OWNER/REPO. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When adding issue comment, use gh issue comment NUMBER --body \"text\" --repo OWNER/REPO. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When viewing PR details, use gh pr view NUMBER --repo OWNER/REPO. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When filtering with jq, use gh api repos/\${owner}/\${repo}/pulls/\${prNumber}/comments --paginate --jq 'reverse | .[0:5]'. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Playwright MCP usage (browser automation via mcp__playwright__* tools). | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you develop frontend web applications (HTML, CSS, JavaScript, React, Vue, Angular, etc.), use Playwright MCP tools to test the UI in a real browser. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When WebFetch tool fails to retrieve expected content (e.g., returns empty content, JavaScript-rendered pages, or login-protected pages), use Playwright MCP tools (browser_navigate, browser_snapshot) as a fallback for web browsing. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When WebSearch tool fails or returns insufficient results, use Playwright MCP tools (browser_navigate, browser_snapshot) as a fallback for internet search. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need to interact with dynamic web pages that require JavaScript execution, use Playwright MCP tools. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need to visually verify how a web page looks or take screenshots, use browser_take_screenshot from Playwright MCP. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need to fill forms, click buttons, or perform user interactions on web pages, use Playwright MCP tools (browser_click, browser_type, browser_fill_form). | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need to test responsive design or different viewport sizes, use browser_resize from Playwright MCP. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you finish using the browser, close it with browser_close to free resources. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When reproducing UI bugs, use browser_take_screenshot to capture the problem state before implementing any fix. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When fixing UI bugs, take before/after screenshots to provide visual evidence of the fix for human verification. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When creating UI tests, save baseline screenshots to the repository for visual regression testing. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When verifying UI fixes, compare screenshots to ensure the fix does not introduce unintended visual changes. | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.567Z] [INFO] Visual UI work and screenshots. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you work on visual UI changes (frontend, CSS, HTML, design), include a render or screenshot of the final result in the pull request description. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you need to show visual results, take a screenshot and save it to the repository (e.g., in a docs/screenshots/ or assets/ folder). | |
| [2026-07-03T16:49:24.567Z] [INFO] - When you save screenshots to the repository, use permanent links in the pull request description markdown (e.g., https://github.com/link-assistant/formal-ai/blob/issue-493-481b78023692/docs/screenshots/result.png?raw=true). | |
| [2026-07-03T16:49:24.567Z] [INFO] - When uploading images, commit them to the branch first, then reference them using the GitHub blob URL format with ?raw=true suffix (works for both public and private repositories). | |
| [2026-07-03T16:49:24.567Z] [INFO] - When the visual result is important for review, mention it explicitly in the pull request description with the embedded image. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When fixing UI bugs, capture both the \"before\" (problem) and \"after\" (fixed) screenshots as evidence for human verification. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When reporting UI bugs, include a screenshot of the problem state to enable visual verification of the fix. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When the fix is visual, include side-by-side or sequential comparison of before/after states in the PR description. | |
| [2026-07-03T16:49:24.567Z] [INFO] - When possible, create automated visual regression tests to prevent the UI bug from recurring." | jq -c .) | |
| [2026-07-03T16:49:24.567Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] 📋 User prompt: | |
| [2026-07-03T16:49:24.568Z] [INFO] ---BEGIN USER PROMPT--- | |
| [2026-07-03T16:49:24.568Z] [INFO] Issue to solve: https://github.com/link-assistant/formal-ai/issues/493 | |
| [2026-07-03T16:49:24.568Z] [INFO] Your prepared branch: issue-493-481b78023692 | |
| [2026-07-03T16:49:24.568Z] [INFO] Your prepared working directory: /tmp/gh-issue-solver-1783097336426 | |
| [2026-07-03T16:49:24.568Z] [INFO] Your prepared Pull Request: https://github.com/link-assistant/formal-ai/pull/619 | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] New comments on the pull request: 1 | |
| [2026-07-03T16:49:24.568Z] [INFO] Pull request description was edited after last commit | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Continue. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] ---END USER PROMPT--- | |
| [2026-07-03T16:49:24.568Z] [INFO] 📋 System prompt: | |
| [2026-07-03T16:49:24.568Z] [INFO] ---BEGIN SYSTEM PROMPT--- | |
| [2026-07-03T16:49:24.568Z] [INFO] You are an AI issue solver. When you investigate issues, prefer root-cause analysis. When you communicate, prefer facts you have checked yourself or cite sources that provide evidence, such as quoted code or references to documents or web pages. When you are unsure or working from assumptions, test them yourself or ask clarifying questions. | |
| [2026-07-03T16:49:24.568Z] [INFO] General guidelines. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you execute commands and the output becomes large, save the logs to files for easier review. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When running commands, avoid setting a timeout yourself. Let them run as long as needed. The default timeout of 2 minutes is usually enough, and once commands finish, review the logs in the file. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When running sudo commands, especially package installations like apt-get, yum, or npm install, run them in the background to avoid timeout issues and permission errors when the process needs to be killed. Use the run_in_background parameter or append & to the command. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When CI is failing or user reports failures, consider adding a detailed investigation protocol to your todo list with these steps: | |
| [2026-07-03T16:49:24.568Z] [INFO] Step 1: List recent runs with timestamps using: gh run list --repo link-assistant/formal-ai --branch issue-493-481b78023692 --limit 5 --json databaseId,conclusion,createdAt,headSha | |
| [2026-07-03T16:49:24.568Z] [INFO] Step 2: Verify runs are after the latest commit by checking timestamps and SHA | |
| [2026-07-03T16:49:24.568Z] [INFO] Step 3: For each non-passing run, download logs to preserve them: gh run view {run-id} --repo link-assistant/formal-ai --log > ci-logs/{workflow}-{run-id}.log | |
| [2026-07-03T16:49:24.568Z] [INFO] Step 4: Read each downloaded log file with the Read tool to understand the actual failures | |
| [2026-07-03T16:49:24.568Z] [INFO] Step 5: Report findings with specific errors and line numbers from logs | |
| [2026-07-03T16:49:24.568Z] [INFO] This detailed investigation is especially helpful when user mentions CI failures, asks to investigate logs, you see non-passing status, or when finalizing a PR. | |
| [2026-07-03T16:49:24.568Z] [INFO] Note: If user says "failing" but tools show "passing", this might indicate stale data - consider downloading fresh logs and checking timestamps to resolve the discrepancy. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When a code or log file has more than 1500 lines, read it in chunks of 1500 lines. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When facing a complex problem, do as much tracing as possible and turn on all verbose modes. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you create debug, test, or example scripts while fixing an issue, keep them in ./examples and/or ./experiments so you can reuse them later. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you test assumptions, keep experiment scripts in ./experiments. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When an experiment demonstrates a real-world use case of the software, add it to ./examples. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you face something extremely hard, use divide and conquer. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Initial research. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you start, create a detailed plan for yourself and follow your todo list step by step. Add as many relevant points from these guidelines to the todo list as practical so you can track the work clearly. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When the user mentions CI failures or asks to investigate logs, consider adding these todos to track the investigation: (1) list recent CI runs with timestamps, (2) download logs from failed runs to the ci-logs/ directory, (3) analyze error messages and identify the root cause, (4) implement a fix, (5) verify that the fix resolves the specific errors found in the logs. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you read the issue, read all details and comments thoroughly. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you see screenshots or images in issue descriptions, pull request descriptions, comments, or discussions, download the image to a local file first, then use the Read tool to view and analyze it. Before reading downloaded images with the Read tool, verify that the file is a valid image rather than HTML by using a CLI tool such as the 'file' command. When corrupted or non-image files, such as GitHub "Not Found" pages saved as `.png`, are read, they can cause "Could not process image" errors and crash the AI solver process. When the file command shows "HTML", "text", or "ASCII text", the download failed, so do not call Read on that file. Instead: (1) when images are from GitHub issues or PRs, such as URLs containing "github.com/user-attachments", retry with: curl -L -H "Authorization: token $(gh auth token)" -o <filename> "<url>" (2) when the retry still fails, skip the image and note that it was unavailable. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need issue details, use gh issue view https://github.com/link-assistant/formal-ai/issues/493. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need related code, use gh search code --owner link-assistant [keywords]. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need repo context, read files in your working directory. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you study related work, study the most recent related pull requests. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When the issue is not defined clearly enough, write a comment with clarifying questions. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When accessing GitHub Gists (especially private ones), use gh gist view command instead of direct URL fetching to ensure proper authentication. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you are fixing a bug, find the actual root cause first and run as many experiments as needed. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you are fixing a bug and the code does not have enough tracing or logs, add them and keep them in the code with the default state switched off. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need comments on a pull request, note that GitHub has three different comment types with different API endpoints: | |
| [2026-07-03T16:49:24.568Z] [INFO] 1. PR review comments (inline code comments): gh api repos/link-assistant/formal-ai/pulls/619/comments --paginate | |
| [2026-07-03T16:49:24.568Z] [INFO] 2. PR conversation comments (general discussion): gh api repos/link-assistant/formal-ai/issues/619/comments --paginate | |
| [2026-07-03T16:49:24.568Z] [INFO] 3. PR reviews (approve/request changes): gh api repos/link-assistant/formal-ai/pulls/619/reviews --paginate | |
| [2026-07-03T16:49:24.568Z] [INFO] Note: The command "gh pr view --json comments" only returns conversation comments and misses review comments. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need the latest comments on the issue, use gh api repos/link-assistant/formal-ai/issues/493/comments --paginate. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Solution development and testing. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When issue is solvable, first create a test that reproduces the problem, then implement the fix. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When implementing features, search for similar existing implementations in the codebase and use them as examples instead of implementing everything from scratch. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When coding, commit each atomic step that is useful on its own to the pull request branch so interrupted work remains preserved in the pull request. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you test: | |
| [2026-07-03T16:49:24.568Z] [INFO] start from testing of small functions using separate scripts; | |
| [2026-07-03T16:49:24.568Z] [INFO] write unit tests with mocks for easy and quick start. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you test integrations, use existing framework. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you test solution draft, include automated checks in pr. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you write or modify tests, consider setting reasonable timeouts at test, suite, and CI job levels so failures surface quickly instead of hanging. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you see repeated test timeout patterns in CI, investigate the root cause rather than increasing timeouts. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When the issue is unclear, write a comment on the issue with questions. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you encounter problems that you cannot solve yourself and need human help, write a comment on the pull request asking for help. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need human help, use gh pr comment 619 --body "your message" to comment on existing PR. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Reproducible testing. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When fixing a bug, create a test that reproduces the problem before implementing the fix. When you cannot reproduce the problem, you cannot verify the fix. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When encountering logic bugs, write an automated test that fails due to the bug, then implement the fix to make it pass. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When encountering UI bugs, capture a screenshot showing the problem state, then create a visual regression test or manual verification screenshot after the fix. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When creating tests, prefer minimum reproducible examples, meaning the simplest test case that demonstrates the issue. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When submitting a fix, include in the PR description: (1) how to reproduce the issue, (2) the automated test that verifies the fix, (3) before/after screenshots for UI issues. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When a bug fix does not have a reproducing test, treat the fix as incomplete because regressions can occur later without notice. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Preparing pull request. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you code, follow contributing guidelines. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you commit, write clear message. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need examples of style, use gh pr list --repo link-assistant/formal-ai --state merged --search [keywords]. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you open pr, describe solution draft and include tests. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When there is a package with version and GitHub Actions workflows for automatic release, update the version (or other necessary release trigger) in your pull request to prepare for next release. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you update existing pr 619, use gh pr edit to modify title and description. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you are about to commit or push code, run local CI checks first if they are available in contributing guidelines (like ruff check, mypy, eslint, etc.) to catch errors before pushing. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you finalize the pull request: | |
| [2026-07-03T16:49:24.568Z] [INFO] follow style from merged prs for code, title, and description, | |
| [2026-07-03T16:49:24.568Z] [INFO] check that no uncommitted changes corresponding to the original requirements are left behind, | |
| [2026-07-03T16:49:24.568Z] [INFO] check that the default branch is merged into the pull request branch, | |
| [2026-07-03T16:49:24.568Z] [INFO] check that all CI checks are passing if they exist before you finish, | |
| [2026-07-03T16:49:24.568Z] [INFO] check for latest comments on the issue and pull request to ensure no recent feedback was missed, | |
| [2026-07-03T16:49:24.568Z] [INFO] double-check that all changes in the pull request address the original requirements of the issue, | |
| [2026-07-03T16:49:24.568Z] [INFO] check for newly introduced bugs in the pull request by carefully reading gh pr diff, | |
| [2026-07-03T16:49:24.568Z] [INFO] check that no previously existing features were removed without an explicit request in the issue description, issue comments, or pull request comments. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you finish implementation, use gh pr ready 619. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Workflow and collaboration. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you check branch, verify with git branch --show-current. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you push, push only to branch issue-493-481b78023692. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you finish, create a pull request from branch issue-493-481b78023692. (Note: PR 619 already exists, update it instead) | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you organize workflow, use pull requests instead of direct merges to default branch (main or master). | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you manage commits, preserve commit history for later analysis. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you contribute, keep repository history forward-moving with regular commits, pushes, and reverts if needed. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you face conflict that you cannot resolve yourself, ask for help. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you collaborate, respect branch protections by working only on issue-493-481b78023692. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you mention a result, include the pull request URL or comment URL. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need to create pr, remember pr 619 already exists for this branch. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Self review. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you check your solution draft, run all tests locally. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you check your solution draft, verify git status shows a clean working tree with no uncommitted changes. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you compare with repo style, use gh pr diff [number]. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you finalize, confirm code, tests, and description are consistent. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] GitHub CLI command patterns. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When fetching lists from GitHub API, use the --paginate flag to ensure all results are returned (GitHub returns max 30 per page by default). | |
| [2026-07-03T16:49:24.568Z] [INFO] - When listing PR review comments (inline code comments), use gh api repos/OWNER/REPO/pulls/NUMBER/comments --paginate. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When listing PR conversation comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When listing PR reviews, use gh api repos/OWNER/REPO/pulls/NUMBER/reviews --paginate. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When listing issue comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When adding PR comment, use gh pr comment NUMBER --body "text" --repo OWNER/REPO. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When adding issue comment, use gh issue comment NUMBER --body "text" --repo OWNER/REPO. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When viewing PR details, use gh pr view NUMBER --repo OWNER/REPO. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When filtering with jq, use gh api repos/${owner}/${repo}/pulls/${prNumber}/comments --paginate --jq 'reverse | .[0:5]'. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Playwright MCP usage (browser automation via mcp__playwright__* tools). | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you develop frontend web applications (HTML, CSS, JavaScript, React, Vue, Angular, etc.), use Playwright MCP tools to test the UI in a real browser. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When WebFetch tool fails to retrieve expected content (e.g., returns empty content, JavaScript-rendered pages, or login-protected pages), use Playwright MCP tools (browser_navigate, browser_snapshot) as a fallback for web browsing. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When WebSearch tool fails or returns insufficient results, use Playwright MCP tools (browser_navigate, browser_snapshot) as a fallback for internet search. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need to interact with dynamic web pages that require JavaScript execution, use Playwright MCP tools. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need to visually verify how a web page looks or take screenshots, use browser_take_screenshot from Playwright MCP. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need to fill forms, click buttons, or perform user interactions on web pages, use Playwright MCP tools (browser_click, browser_type, browser_fill_form). | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need to test responsive design or different viewport sizes, use browser_resize from Playwright MCP. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you finish using the browser, close it with browser_close to free resources. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When reproducing UI bugs, use browser_take_screenshot to capture the problem state before implementing any fix. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When fixing UI bugs, take before/after screenshots to provide visual evidence of the fix for human verification. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When creating UI tests, save baseline screenshots to the repository for visual regression testing. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When verifying UI fixes, compare screenshots to ensure the fix does not introduce unintended visual changes. | |
| [2026-07-03T16:49:24.568Z] [INFO] | |
| [2026-07-03T16:49:24.568Z] [INFO] Visual UI work and screenshots. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you work on visual UI changes (frontend, CSS, HTML, design), include a render or screenshot of the final result in the pull request description. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you need to show visual results, take a screenshot and save it to the repository (e.g., in a docs/screenshots/ or assets/ folder). | |
| [2026-07-03T16:49:24.568Z] [INFO] - When you save screenshots to the repository, use permanent links in the pull request description markdown (e.g., https://github.com/link-assistant/formal-ai/blob/issue-493-481b78023692/docs/screenshots/result.png?raw=true). | |
| [2026-07-03T16:49:24.568Z] [INFO] - When uploading images, commit them to the branch first, then reference them using the GitHub blob URL format with ?raw=true suffix (works for both public and private repositories). | |
| [2026-07-03T16:49:24.568Z] [INFO] - When the visual result is important for review, mention it explicitly in the pull request description with the embedded image. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When fixing UI bugs, capture both the "before" (problem) and "after" (fixed) screenshots as evidence for human verification. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When reporting UI bugs, include a screenshot of the problem state to enable visual verification of the fix. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When the fix is visual, include side-by-side or sequential comparison of before/after states in the PR description. | |
| [2026-07-03T16:49:24.568Z] [INFO] - When possible, create automated visual regression tests to prevent the UI bug from recurring. | |
| [2026-07-03T16:49:24.568Z] [INFO] ---END SYSTEM PROMPT--- | |
| [2026-07-03T16:49:24.569Z] [INFO] 📊 CLAUDE_CODE_MAX_OUTPUT_TOKENS: 128000, MCP_TIMEOUT: 900000ms, MCP_TOOL_TIMEOUT: 900000ms, ANTHROPIC_LOG: debug | |
| [2026-07-03T16:49:24.569Z] [INFO] 📊 CLAUDE_CODE_DISABLE_1M_CONTEXT=1, CLAUDE_CODE_AUTO_COMPACT_WINDOW=150000, CLAUDE_AUTOCOMPACT_PCT_OVERRIDE=95 | |
| [2026-07-03T16:49:24.570Z] [INFO] 📊 Claude --fallback-model: claude-opus-4-7 (Issue #1949 — primary --model claude-opus-4-8 stays stable across overload retries) | |
| [2026-07-03T16:49:24.570Z] [INFO] 📋 Command details: | |
| [2026-07-03T16:49:24.570Z] [INFO] 📂 Working directory: /tmp/gh-issue-solver-1783097336426 | |
| [2026-07-03T16:49:24.570Z] [INFO] 🌿 Branch: issue-493-481b78023692 | |
| [2026-07-03T16:49:24.571Z] [INFO] 🤖 Model: Claude OPUS | |
| [2026-07-03T16:49:24.571Z] [INFO] | |
| [2026-07-03T16:49:24.571Z] [INFO] ▶️ Streaming output: | |
| [2026-07-03T16:49:24.571Z] [INFO] | |
| [2026-07-03T16:49:25.406Z] [INFO] { | |
| [2026-07-03T16:49:25.406Z] [INFO] "type": "system", | |
| [2026-07-03T16:49:25.406Z] [INFO] "subtype": "init", | |
| [2026-07-03T16:49:25.406Z] [INFO] "cwd": "/tmp/gh-issue-solver-1783097336426", | |
| [2026-07-03T16:49:25.406Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:49:25.406Z] [INFO] "tools": [ | |
| [2026-07-03T16:49:25.406Z] [INFO] "Task", | |
| [2026-07-03T16:49:25.406Z] [INFO] "Bash", | |
| [2026-07-03T16:49:25.406Z] [INFO] "DesignSync", | |
| [2026-07-03T16:49:25.406Z] [INFO] "Edit", | |
| [2026-07-03T16:49:25.406Z] [INFO] "Read", | |
| [2026-07-03T16:49:25.406Z] [INFO] "ReportFindings", | |
| [2026-07-03T16:49:25.406Z] [INFO] "SendMessage", | |
| [2026-07-03T16:49:25.406Z] [INFO] "Skill", | |
| [2026-07-03T16:49:25.406Z] [INFO] "TaskCreate", | |
| [2026-07-03T16:49:25.406Z] [INFO] "TaskGet", | |
| [2026-07-03T16:49:25.406Z] [INFO] "TaskList", | |
| [2026-07-03T16:49:25.406Z] [INFO] "TaskOutput", | |
| [2026-07-03T16:49:25.406Z] [INFO] "TaskStop", | |
| [2026-07-03T16:49:25.406Z] [INFO] "TaskUpdate", | |
| [2026-07-03T16:49:25.406Z] [INFO] "ToolSearch", | |
| [2026-07-03T16:49:25.406Z] [INFO] "WebFetch", | |
| [2026-07-03T16:49:25.406Z] [INFO] "WebSearch", | |
| [2026-07-03T16:49:25.406Z] [INFO] "Workflow", | |
| [2026-07-03T16:49:25.406Z] [INFO] "Write" | |
| [2026-07-03T16:49:25.406Z] [INFO] ], | |
| [2026-07-03T16:49:25.406Z] [INFO] "mcp_servers": [ | |
| [2026-07-03T16:49:25.406Z] [INFO] { | |
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| [2026-07-03T16:49:31.607Z] [INFO] "content": "title:\tWe should be able to fact check such cases\nstate:\tOPEN\nauthor:\tkonard (Konstantin Diachenko)\nlabels:\t\ncomments:\t0\nassignees:\t\nprojects:\t\nmilestone:\t\nissue-type:\t\nparent:\t\nsub-issues:\t\nsub-issues-completed:\t\nblocked-by:\t\nblocking:\t\nnumber:\t493\n--\n<img width=\"802\" height=\"646\" alt=\"Image\" src=\"https://github.com/user-attachments/assets/749e2981-5edf-4d05-9d6c-b58d7311bab3\" />\n\nFor example looking at price graph I see no price of 1700 for Etherium in whole 2024 year. For some other periods at may be true, but we need to make sure if something is not true, we catch and formally verify.\n\nWe should be able to work with a text from the image, and also check if our experimental OCR allows to transcribe it correctly. And fix if possible with tessaract, if not - just keep it as failed skipped test.\n\nWe must generalize to all similar questions in all languages, and user our meta algorithm and actual recursive reasoning steps.\n\nWe need to collect data related about the issue to this repository, make sure we compile that data to `./docs/case-studies/issue-{id}` folder, and use it to do deep case study analysis (also make sure to search online for additional facts and data), list of each and all requirements from the issue, and propose possible solutions and solution plans for each requirement (we should also check known existing components/libraries, that solve similar problem or can help in solutions).\n\nPlease plan and execute everything in this single pull request, you have unlimited time and context, as context auto-compacts and you can continue indefinitely, until it is each and every requirement fully addressed, and everything is totally done.", | |
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| [2026-07-03T16:49:31.607Z] [INFO] "stdout": "title:\tWe should be able to fact check such cases\nstate:\tOPEN\nauthor:\tkonard (Konstantin Diachenko)\nlabels:\t\ncomments:\t0\nassignees:\t\nprojects:\t\nmilestone:\t\nissue-type:\t\nparent:\t\nsub-issues:\t\nsub-issues-completed:\t\nblocked-by:\t\nblocking:\t\nnumber:\t493\n--\n<img width=\"802\" height=\"646\" alt=\"Image\" src=\"https://github.com/user-attachments/assets/749e2981-5edf-4d05-9d6c-b58d7311bab3\" />\n\nFor example looking at price graph I see no price of 1700 for Etherium in whole 2024 year. For some other periods at may be true, but we need to make sure if something is not true, we catch and formally verify.\n\nWe should be able to work with a text from the image, and also check if our experimental OCR allows to transcribe it correctly. And fix if possible with tessaract, if not - just keep it as failed skipped test.\n\nWe must generalize to all similar questions in all languages, and user our meta algorithm and actual recursive reasoning steps.\n\nWe need to collect data related about the issue to this repository, make sure we compile that data to `./docs/case-studies/issue-{id}` folder, and use it to do deep case study analysis (also make sure to search online for additional facts and data), list of each and all requirements from the issue, and propose possible solutions and solution plans for each requirement (we should also check known existing components/libraries, that solve similar problem or can help in solutions).\n\nPlease plan and execute everything in this single pull request, you have unlimited time and context, as context auto-compacts and you can continue indefinitely, until it is each and every requirement fully addressed, and everything is totally done.", | |
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| [2026-07-03T16:49:33.508Z] [INFO] "content": "title:\tFact-check OCR market price claims\nstate:\tDRAFT\nauthor:\tkonard (Konstantin Diachenko)\nlabels:\t\nassignees:\tkonard (Konstantin Diachenko)\nreviewers:\t\nprojects:\t\nmilestone:\t\nnumber:\t619\nurl:\thttps://github.com/link-assistant/formal-ai/pull/619\nadditions:\t5006\ndeletions:\t55\nauto-merge:\tdisabled\n--\n## Summary\n\nFixes #493.\n\nThis PR teaches the document verification flow to preserve multi-line OCR/text samples, extract structured market-price claims, and assess them with source-backed relative-meta-logic evidence. The issue screenshot's key claim, `ETH in 2024: $1,700`, is now flagged as contradicted against captured Binance ETHUSDT 2024 daily kline data.\n\nThe browser worker mirrors the Rust path, and a Playwright regression covers the mocked OCR/image-upload flow. A follow-up test covers the ETH aliases across the supported English, Russian, Hindi, and Chinese language set to satisfy the language-facing CI guard.\n\n## Reproduction\n\n- Preserved the issue screenshot under `docs/case-studies/issue-493/assets/issue-493-screenshot.jpg`.\n- Ran a Tesseract.js OCR experiment that recovers `ETH in 2024: $1,700` with the repeated ETH claims.\n- Compared the claim to captured Binance ETHUSDT 2024 daily klines: minimum daily low `2100.00` on `2024-01-03`, maximum daily high `4107.80` on `2024-12-16`.\n- Added a failing-then-passing regression for the OCR verification path and preserved the before/after logs.\n- Reproduced the initial CI language-coverage failure locally and added per-language test cases for `en`, `ru`, `hi`, and `zh`.\n\nCase study and raw evidence: https://github.com/link-assistant/formal-ai/blob/issue-493-481b78023692/docs/case-studies/issue-493/README.md\n\n## Tests\n\nPost-merge checks on `ca000fe3a67f281036a81277cf4640a7aecec880`:\n\n- `cargo fmt --all -- --check`\n- `cargo clippy --all-targets --all-features`\n- `cargo test --test unit issue_493 -- --nocapture`\n- `cargo test --all-features --verbose` (`1325 passed; 0 failed; 1 ignored`)\n- `cargo test --doc --verbose`\n- `node --check src/web/worker/formal_ai_worker_21.js`\n- `node tests/e2e/scripts/check-language-test-coverage.mjs`\n- `bun run build:web`\n- `npx playwright test tests/issue-493.spec.js --config=playwright.local.config.js`\n- `npx playwright test tests/issue-535.spec.js --config=playwright.local.config.js`\n\nThe local `rust-script` command was not installed in this container, so I also ran a direct line-count scan equivalent for hard-limit violations; it found no hard-limit violations and only pre-existing warning-band files.", | |
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| [2026-07-03T16:49:33.508Z] [INFO] "stdout": "title:\tFact-check OCR market price claims\nstate:\tDRAFT\nauthor:\tkonard (Konstantin Diachenko)\nlabels:\t\nassignees:\tkonard (Konstantin Diachenko)\nreviewers:\t\nprojects:\t\nmilestone:\t\nnumber:\t619\nurl:\thttps://github.com/link-assistant/formal-ai/pull/619\nadditions:\t5006\ndeletions:\t55\nauto-merge:\tdisabled\n--\n## Summary\n\nFixes #493.\n\nThis PR teaches the document verification flow to preserve multi-line OCR/text samples, extract structured market-price claims, and assess them with source-backed relative-meta-logic evidence. The issue screenshot's key claim, `ETH in 2024: $1,700`, is now flagged as contradicted against captured Binance ETHUSDT 2024 daily kline data.\n\nThe browser worker mirrors the Rust path, and a Playwright regression covers the mocked OCR/image-upload flow. A follow-up test covers the ETH aliases across the supported English, Russian, Hindi, and Chinese language set to satisfy the language-facing CI guard.\n\n## Reproduction\n\n- Preserved the issue screenshot under `docs/case-studies/issue-493/assets/issue-493-screenshot.jpg`.\n- Ran a Tesseract.js OCR experiment that recovers `ETH in 2024: $1,700` with the repeated ETH claims.\n- Compared the claim to captured Binance ETHUSDT 2024 daily klines: minimum daily low `2100.00` on `2024-01-03`, maximum daily high `4107.80` on `2024-12-16`.\n- Added a failing-then-passing regression for the OCR verification path and preserved the before/after logs.\n- Reproduced the initial CI language-coverage failure locally and added per-language test cases for `en`, `ru`, `hi`, and `zh`.\n\nCase study and raw evidence: https://github.com/link-assistant/formal-ai/blob/issue-493-481b78023692/docs/case-studies/issue-493/README.md\n\n## Tests\n\nPost-merge checks on `ca000fe3a67f281036a81277cf4640a7aecec880`:\n\n- `cargo fmt --all -- --check`\n- `cargo clippy --all-targets --all-features`\n- `cargo test --test unit issue_493 -- --nocapture`\n- `cargo test --all-features --verbose` (`1325 passed; 0 failed; 1 ignored`)\n- `cargo test --doc --verbose`\n- `node --check src/web/worker/formal_ai_worker_21.js`\n- `node tests/e2e/scripts/check-language-test-coverage.mjs`\n- `bun run build:web`\n- `npx playwright test tests/issue-493.spec.js --config=playwright.local.config.js`\n- `npx playwright test tests/issue-535.spec.js --config=playwright.local.config.js`\n\nThe local `rust-script` command was not installed in this container, so I also ran a direct line-count scan equivalent for hard-limit violations; it found no hard-limit violations and only pre-existing warning-band files.", | |
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| [2026-07-03T16:49:41.077Z] [INFO] tool_choice: undefined, | |
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| [2026-07-03T16:49:41.082Z] [INFO] timeout: 600000, | |
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| [2026-07-03T16:49:41.083Z] [INFO] aborted: false, | |
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| [2026-07-03T16:49:42.460Z] [INFO] response 200 https://api.anthropic.com/v1/messages?beta=true Headers { | |
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| [2026-07-03T16:49:42.481Z] [INFO] [log_82d8c6] response parsed { | |
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| [2026-07-03T16:49:51.467Z] [INFO] "stdout": "total 40196\ndrwxr-xr-x 15 box box 4096 Jul 3 16:49 .\ndrwxrwxrwt 1 root root 4096 Jul 3 16:49 ..\n-rw-r--r-- 1 box box 7 Jul 3 16:49 .bun-version\n-rw-r--r-- 1 box box 37 Jul 3 16:49 .dockerignore\ndrwxr-xr-x 8 box box 4096 Jul 3 16:49 .git\n-rw-r--r-- 1 box box 52 Jul 3 16:49 .gitattributes\ndrwxr-xr-x 3 box box 4096 Jul 3 16:49 .github\n-rw-r--r-- 1 box box 2032 Jul 3 16:49 .gitignore\n-rw-r--r-- 1 box box 836 Jul 3 16:49 .pre-commit-config.yaml\n-rw-r--r-- 1 box box 58519 Jul 3 16:49 ARCHITECTURE.md\n-rw-r--r-- 1 box box 40457886 Jul 3 16:49 CHANGELOG.md\n-rw-r--r-- 1 box box 20640 Jul 3 16:49 CONTRIBUTING.md\n-rw-r--r-- 1 box box 102984 Jul 3 16:49 Cargo.lock\n-rw-r--r-- 1 box box 2112 Jul 3 16:49 Cargo.toml\n-rw-r--r-- 1 box box 1243 Jul 3 16:49 Dockerfile\n-rw-r--r-- 1 box box 7529 Jul 3 16:49 GOALS.md\n-rw-r--r-- 1 box box 1211 Jul 3 16:49 LICENSE\n-rw-r--r-- 1 box box 3729 Jul 3 16:49 NON-GOALS.md\n-rw-r--r-- 1 box box 41188 Jul 3 16:49 README.md\n-rw-r--r-- 1 box box 175644 Jul 3 16:49 REQUIREMENTS.md\n-rw-r--r-- 1 box box 31464 Jul 3 16:49 ROADMAP.md\n-rw-r--r-- 1 box box 29147 Jul 3 16:49 VISION.md\ndrwxr-xr-x 2 box box 4096 Jul 3 16:49 analysis\n-rw-r--r-- 1 box box 3273 Jul 3 16:49 build.rs\n-rw-r--r-- 1 box box 50723 Jul 3 16:49 bun.lock\ndrwxr-xr-x 2 box box 36864 Jul 3 16:49 changelog.d\n-rw-r--r-- 1 box box 256 Jul 3 16:49 clippy.toml\n-rw-r--r-- 1 box box 2582 Jul 3 16:49 compose.yaml\ndrwxr-xr-x 10 box box 4096 Jul 3 16:49 data\ndrwxr-xr-x 5 box box 4096 Jul 3 16:49 desktop\ndrwxr-xr-x 10 box box 4096 Jul 3 16:49 docs\ndrwxr-xr-x 3 box box 4096 Jul 3 16:49 examples\ndrwxr-xr-x 7 box box 12288 Jul 3 16:49 experiments\n-rw-r--r-- 1 box box 1090 Jul 3 16:49 package.json\ndrwxr-xr-x 2 box box 4096 Jul 3 16:49 scripts\ndrwxr-xr-x 13 box box 4096 Jul 3 16:49 src\ndrwxr-xr-x 6 box box 4096 Jul 3 16:49 tests\n-rw-r--r-- 1 box box 628 Jul 3 16:49 tsconfig.json\ndrwxr-xr-x 5 box box 4096 Jul 3 16:49 vscode\n---\nUSER-JOURNEYS.md\nassets\nbenchmarks.md\ncase-studies\nci-cd\ndesign\ndesktop\ndiagrams\nmeta-algorithm.md\nscreenshots\nupload-memory.md\nvscode\n---CONTRIBUTING---\nCONTRIBUTING.md\n./ROADMAP.md\n./CONTRIBUTING.md\n./VISION.md\n./changelog.d/20260525_000000_issue_244_vision_plan.md\n./changelog.d/20260513_142400_issue_12_vision_docs.md\n./experiments/create_issue_349_roadmap.py", | |
| [2026-07-03T16:49:51.467Z] [INFO] "stderr": "", | |
| [2026-07-03T16:49:51.467Z] [INFO] "interrupted": false, | |
| [2026-07-03T16:49:51.467Z] [INFO] "isImage": false, | |
| [2026-07-03T16:49:51.467Z] [INFO] "noOutputExpected": false | |
| [2026-07-03T16:49:51.467Z] [INFO] } | |
| [2026-07-03T16:49:51.467Z] [INFO] } | |
| [2026-07-03T16:49:51.519Z] [INFO] [log_4c3414] sending request { | |
| [2026-07-03T16:49:51.520Z] [INFO] method: "post", | |
| [2026-07-03T16:49:51.522Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:49:51.523Z] [INFO] options: { | |
| [2026-07-03T16:49:51.523Z] [INFO] method: "post", | |
| [2026-07-03T16:49:51.523Z] [INFO] path: "/v1/messages?beta=true", | |
| [2026-07-03T16:49:51.524Z] [INFO] body: { | |
| [2026-07-03T16:49:51.524Z] [INFO] model: "claude-opus-4-8", | |
| [2026-07-03T16:49:51.525Z] [INFO] messages: [ | |
| [2026-07-03T16:49:51.526Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:49:51.527Z] [INFO] ], | |
| [2026-07-03T16:49:51.527Z] [INFO] system: [ | |
| [2026-07-03T16:49:51.527Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:49:51.527Z] [INFO] ], | |
| [2026-07-03T16:49:51.527Z] [INFO] tools: [ | |
| [2026-07-03T16:49:51.528Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:49:51.528Z] [INFO] ], | |
| [2026-07-03T16:49:51.528Z] [INFO] tool_choice: undefined, | |
| [2026-07-03T16:49:51.528Z] [INFO] metadata: [Object ...], | |
| [2026-07-03T16:49:51.528Z] [INFO] max_tokens: 128000, | |
| [2026-07-03T16:49:51.529Z] [INFO] thinking: [Object ...], | |
| [2026-07-03T16:49:51.529Z] [INFO] context_management: [Object ...], | |
| [2026-07-03T16:49:51.530Z] [INFO] output_config: [Object ...], | |
| [2026-07-03T16:49:51.530Z] [INFO] diagnostics: [Object ...], | |
| [2026-07-03T16:49:51.530Z] [INFO] stream: true, | |
| [2026-07-03T16:49:51.530Z] [INFO] }, | |
| [2026-07-03T16:49:51.531Z] [INFO] timeout: 600000, | |
| [2026-07-03T16:49:51.531Z] [INFO] signal: AbortSignal { | |
| [2026-07-03T16:49:51.531Z] [INFO] [Symbol(events.maxEventTargetListeners)]: 50, | |
| [2026-07-03T16:49:51.531Z] [INFO] [Symbol(events.maxEventTargetListenersWarned)]: false, | |
| [2026-07-03T16:49:51.531Z] [INFO] aborted: false, | |
| [2026-07-03T16:49:51.532Z] [INFO] reason: undefined, | |
| [2026-07-03T16:49:51.532Z] [INFO] onabort: null, | |
| [2026-07-03T16:49:51.532Z] [INFO] throwIfAborted: [Function: throwIfAborted], | |
| [2026-07-03T16:49:51.533Z] [INFO] addEventListener: [Function: addEventListener], | |
| [2026-07-03T16:49:51.533Z] [INFO] removeEventListener: [Function: removeEventListener], | |
| [2026-07-03T16:49:51.534Z] [INFO] dispatchEvent: [Function: dispatchEvent], | |
| [2026-07-03T16:49:51.534Z] [INFO] }, | |
| [2026-07-03T16:49:51.534Z] [INFO] stream: true, | |
| [2026-07-03T16:49:51.534Z] [INFO] }, | |
| [2026-07-03T16:49:51.536Z] [INFO] headers: { | |
| [2026-07-03T16:49:51.536Z] [INFO] accept: "application/json", | |
| [2026-07-03T16:49:51.536Z] [INFO] "anthropic-beta": "claude-code-20250219,oauth-2025-04-20,interleaved-thinking-2025-05-14,thinking-token-count-2026-05-13,context-management-2025-06-27,prompt-caching-scope-2026-01-05,mid-conversation-system-2026-04-07,advisor-tool-2026-03-01,advanced-tool-use-2025-11-20,effort-2025-11-24,extended-cache-ttl-2025-04-11,cache-diagnosis-2026-04-07", | |
| [2026-07-03T16:49:51.536Z] [INFO] "anthropic-dangerous-direct-browser-access": "true", | |
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| [2026-07-03T16:49:51.536Z] [INFO] authorization: "***", | |
| [2026-07-03T16:49:51.536Z] [INFO] "content-type": "application/json", | |
| [2026-07-03T16:49:51.537Z] [INFO] "user-agent": "claude-cli/2.1.197 (external, sdk-cli)", | |
| [2026-07-03T16:49:51.537Z] [INFO] "x-app": "cli", | |
| [2026-07-03T16:49:51.537Z] [INFO] "x-claude-code-session-id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:49:51.537Z] [INFO] "x-client-request-id": "896aa5d8-e291-4d59-86b2-84fb98e09ce1", | |
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| [2026-07-03T16:49:51.539Z] [INFO] "x-stainless-lang": "js", | |
| [2026-07-03T16:49:51.540Z] [INFO] "x-stainless-os": "Linux", | |
| [2026-07-03T16:49:51.540Z] [INFO] "x-stainless-package-version": "0.94.0", | |
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| [2026-07-03T16:49:51.543Z] [INFO] }, | |
| [2026-07-03T16:49:51.543Z] [INFO] } | |
| [2026-07-03T16:49:52.821Z] [INFO] [log_4c3414, request-id: "req_011CcfU6BZPNxmgdyTYEupD4"] post https://api.anthropic.com/v1/messages?beta=true succeeded with status 200 in 1314ms | |
| [2026-07-03T16:49:52.823Z] [INFO] [log_4c3414] response start { | |
| [2026-07-03T16:49:52.824Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:49:52.824Z] [INFO] status: 200, | |
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| [2026-07-03T16:49:52.827Z] [INFO] "anthropic-ratelimit-unified-representative-claim": "five_hour", | |
| [2026-07-03T16:49:52.827Z] [INFO] "anthropic-ratelimit-unified-reset": "1783113600", | |
| [2026-07-03T16:49:52.827Z] [INFO] "anthropic-ratelimit-unified-status": "allowed", | |
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| [2026-07-03T16:49:52.828Z] [INFO] "content-encoding": "gzip", | |
| [2026-07-03T16:49:52.828Z] [INFO] "content-security-policy": "default-src 'none'; frame-ancestors 'none'", | |
| [2026-07-03T16:49:52.829Z] [INFO] "content-type": "text/event-stream; charset=utf-8", | |
| [2026-07-03T16:49:52.829Z] [INFO] date: "Fri, 03 Jul 2026 16:49:52 GMT", | |
| [2026-07-03T16:49:52.829Z] [INFO] "request-id": "req_011CcfU6BZPNxmgdyTYEupD4", | |
| [2026-07-03T16:49:52.829Z] [INFO] server: "cloudflare", | |
| [2026-07-03T16:49:52.829Z] [INFO] "strict-transport-security": "max-age=31536000; includeSubDomains; preload", | |
| [2026-07-03T16:49:52.830Z] [INFO] traceresponse: "00-aaa7e9474d9d91939f9c1f6b8648625e-8b7696bfc51afb6a-01", | |
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| [2026-07-03T16:49:52.831Z] [INFO] } | |
| [2026-07-03T16:49:52.831Z] [INFO] response 200 https://api.anthropic.com/v1/messages?beta=true Headers { | |
| [2026-07-03T16:49:52.831Z] [INFO] "date": "Fri, 03 Jul 2026 16:49:52 GMT", | |
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| [2026-07-03T16:49:52.837Z] [INFO] "server": "cloudflare", | |
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| [2026-07-03T16:49:52.838Z] [INFO] } ReadableStream { | |
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| [2026-07-03T16:49:52.838Z] [INFO] bytes: [Function: bytes], | |
| [2026-07-03T16:49:52.839Z] [INFO] cancel: [Function], | |
| [2026-07-03T16:49:52.841Z] [INFO] getReader: [Function], | |
| [2026-07-03T16:49:52.843Z] [INFO] json: [Function: json], | |
| [2026-07-03T16:49:52.844Z] [INFO] locked: [Getter], | |
| [2026-07-03T16:49:52.844Z] [INFO] pipeThrough: [Function], | |
| [2026-07-03T16:49:52.845Z] [INFO] pipeTo: [Function], | |
| [2026-07-03T16:49:52.845Z] [INFO] tee: [Function], | |
| [2026-07-03T16:49:52.845Z] [INFO] text: [Function: text], | |
| [2026-07-03T16:49:52.845Z] [INFO] values: [Function: values], | |
| [2026-07-03T16:49:52.846Z] [INFO] [Symbol(Symbol.asyncIterator)]: [Function: asyncIterator2], | |
| [2026-07-03T16:49:52.846Z] [INFO] } | |
| [2026-07-03T16:49:52.846Z] [INFO] [log_4c3414] response parsed { | |
| [2026-07-03T16:49:52.846Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:49:52.847Z] [INFO] status: 200, | |
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| [2026-07-03T16:49:52.847Z] [INFO] iterator: [AsyncGeneratorFunction: s], | |
| [2026-07-03T16:49:52.847Z] [INFO] controller: AbortController { | |
| [2026-07-03T16:49:52.848Z] [INFO] signal: [AbortSignal ...], | |
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| [2026-07-03T16:49:52.848Z] [INFO] tee: [Function: tee], | |
| [2026-07-03T16:49:52.849Z] [INFO] toReadableStream: [Function: toReadableStream], | |
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| [2026-07-03T16:49:52.849Z] [INFO] durationMs: 1315, | |
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| [2026-07-03T16:49:54.353Z] [INFO] "estimated_tokens_delta": 50, | |
| [2026-07-03T16:49:54.353Z] [INFO] "uuid": "a3b299e0-dda6-429e-8754-c48ecd85c8e5", | |
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| [2026-07-03T16:49:55.389Z] [INFO] { | |
| [2026-07-03T16:49:55.389Z] [INFO] "type": "system", | |
| [2026-07-03T16:49:55.389Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:49:55.389Z] [INFO] "estimated_tokens": 205, | |
| [2026-07-03T16:49:55.389Z] [INFO] "estimated_tokens_delta": 155, | |
| [2026-07-03T16:49:55.389Z] [INFO] "uuid": "cd6f30f7-8a9e-4d01-80b3-e3cecaae1536", | |
| [2026-07-03T16:49:55.389Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:49:55.389Z] [INFO] } | |
| [2026-07-03T16:49:55.392Z] [INFO] { | |
| [2026-07-03T16:49:55.392Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:49:55.392Z] [INFO] "message": { | |
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| [2026-07-03T16:49:56.026Z] [INFO] "content": "1\t//! Per-statement verification planning for the document-verification class.\n2\t//!\n3\t//! Issue #535 asks us to *\"use our web search to check for each statement in the\n4\t//! text\"* and to weigh those statements with\n5\t//! [`relative_meta_logic`](crate::relative_meta_logic): assume a statement true,\n6\t//! raise its probability with trusted original-first evidence, lower it with\n7\t//! contradicting evidence, and ignore reposts.\n8\t//!\n9\t//! This module turns a raw text sample into a deterministic, inspectable plan:\n10\t//! it splits the sample into statements across scripts, builds a grounding\n11\t//! web-search query for each, and produces an assumed-true\n12\t//! [`StatementAssessment`](crate::relative_meta_logic::StatementAssessment) plus\n13\t//! the trusted-source tier policy that governs how live evidence would move each\n14\t//! statement. The solver runs offline and deterministically, so no network call\n15\t//! is made here; instead the plan records exactly what would be checked and how\n16\t//! the resulting evidence would be weighed, which the handler replays into the\n17\t//! append-only event log.\n18\t\n19\tuse crate::relative_meta_logic::{\n20\t RelativeEvidence, SourceTier, Stance, StatementAssessment, TruthValue, ASSUMED_TRUE_PRIOR,\n21\t};\n22\t\n23\t/// Sentence terminators across the scripts the solver recognises: ASCII stops,\n24\t/// CJK full stop / exclamation / question, the Devanagari danda and double\n25\t/// danda, and the Arabic question mark.\n26\tconst SENTENCE_TERMINATORS: &[char] = &['.', '!', '?', '。', '！', '？', '।', '॥', '؟', '।', '\\n'];\n27\t\n28\t/// Minimum number of words a fragment must contain to count as a checkable\n29\t/// statement. Below this it is treated as a heading or fragment and skipped.\n30\tconst MIN_STATEMENT_WORDS: usize = 3;\n31\t\n32\t/// Minimum number of non-whitespace characters an otherwise word-sparse\n33\t/// fragment must contain to count as a statement. This is the fallback gate for\n34\t/// scripts that do not separate words with spaces (Chinese, Japanese), where a\n35\t/// whole sentence is a single whitespace token.\n36\tconst MIN_STATEMENT_CHARS: usize = 6;\n37\t\n38\t/// The trusted-source tiers, in descending trust order.\n39\t///\n40\t/// These govern how live evidence for a statement would be weighed. Original\n41\t/// first-party and original journalism sources are trusted most; unoriginal\n42\t/// reposts are ignored.\n43\tpub const TRUSTED_SOURCE_POLICY: &[SourceTier] = &[\n44\t SourceTier::OriginalFirstParty,\n45\t SourceTier::OriginalJournalism,\n46\t SourceTier::IndependentCorroboration,\n47\t SourceTier::Unoriginal,\n48\t];\n49\t\n50\tconst MARKET_PRICE_CLAIM_STATUS_CONTRADICTED: &str = \"contradicted\";\n51\tconst MARKET_PRICE_CLAIM_STATUS_WITHIN_RANGE: &str = \"within_recorded_range\";\n52\t\n53\tconst ETH_ALIASES: &[&str] = &[\n54\t \"$eth\",\n55\t \"eth\",\n56\t \"ethereum\",\n57\t \"etherium\",\n58\t \"эфириум\",\n59\t \"эфир\",\n60\t \"以太坊\",\n61\t \"एथेरियम\",\n62\t];\n63\t\n64\tconst MARKET_PRICE_REFERENCES: &[MarketPriceReference] = &[MarketPriceReference {\n65\t asset: \"ETH\",\n66\t asset_label: \"Ethereum\",\n67\t aliases: ETH_ALIASES,\n68\t quote_currency: \"USDT\",\n69\t period: \"2024\",\n70\t source_id: \"binance_ethusdt_1d_2024\",\n71\t source_label: \"Binance ETHUSDT daily klines\",\n72\t source_url: \"https://api.binance.com/api/v3/klines?symbol=ETHUSDT&interval=1d&startTime=1704067200000&endTime=1735689599999&limit=1000\",\n73\t observed_min_price: 2100.0,\n74\t observed_min_date: \"2024-01-03\",\n75\t observed_max_price: 4107.8,\n76\t observed_max_date: \"2024-12-16\",\n77\t}];\n78\t\n79\t/// A single checkable statement with its grounding query and assumed-true\n80\t/// assessment.\n81\t#[derive(Debug, Clone, PartialEq)]\n82\tpub struct StatementPlan {\n83\t /// The statement text as extracted from the sample.\n84\t pub statement: String,\n85\t /// The web-search query that would ground this statement.\n86\t pub query: String,\n87\t /// The relative-meta-logic assessment given the evidence weighed so far.\n88\t pub assessment: StatementAssessment,\n89\t}\n90\t\n91\t/// A structured market-price claim extracted from OCR or attached text.\n92\t#[derive(Debug, Clone, PartialEq)]\n93\tpub struct MarketPriceClaim {\n94\t /// Canonical asset ticker, e.g. `ETH`.\n95\t pub asset: String,\n96\t /// Human label for the asset, e.g. `Ethereum`.\n97\t pub asset_label: String,\n98\t /// The year or period the claim talks about.\n99\t pub period: String,\n100\t /// Claimed spot price.\n101\t pub claimed_price: f64,\n102\t /// Claimed quote currency. `$` is normalized to `USD`.\n103\t pub currency: String,\n104\t /// Original statement fragment.\n105\t pub statement: String,\n106\t}\n107\t\n108\t/// A versioned external market-data range used to check extracted claims.\n109\t#[derive(Debug, Clone, Copy, PartialEq)]\n110\tpub struct MarketPriceReference {\n111\t /// Canonical asset ticker.\n112\t pub asset: &'static str,\n113\t /// Human label for the asset.\n114\t pub asset_label: &'static str,\n115\t /// Natural-language and ticker aliases accepted for this asset.\n116\t pub aliases: &'static [&'static str],\n117\t /// Quote currency used by the source.\n118\t pub quote_currency: &'static str,\n119\t /// Covered period.\n120\t pub period: &'static str,\n121\t /// Stable source slug for trace logs.\n122\t pub source_id: &'static str,\n123\t /// Human-readable source label.\n124\t pub source_label: &'static str,\n125\t /// Source URL used for the captured raw data.\n126\t pub source_url: &'static str,\n127\t /// Minimum observed price in the covered period.\n128\t pub observed_min_price: f64,\n129\t /// Date of the minimum observed price.\n130\t pub observed_min_date: &'static str,\n131\t /// Maximum observed price in the covered period.\n132\t pub observed_max_price: f64,\n133\t /// Date of the maximum observed price.\n134\t pub observed_max_date: &'static str,\n135\t}\n136\t\n137\t/// A market-price claim assessed with relative-meta-logic evidence.\n138\t#[derive(Debug, Clone, PartialEq)]\n139\tpub struct MarketPriceAssessment {\n140\t /// The extracted claim.\n141\t pub claim: MarketPriceClaim,\n142\t /// Stable status slug: `contradicted` or `within_recorded_range`.\n143\t pub status: &'static str,\n144\t /// Stable source slug.\n145\t pub source_id: &'static str,\n146\t /// Human-readable source label.\n147\t pub source_label: &'static str,\n148\t /// Source URL used for the captured raw data.\n149\t pub source_url: &'static str,\n150\t /// Minimum observed price in the period.\n151\t pub observed_min_price: f64,\n152\t /// Date of the minimum observed price.\n153\t pub observed_min_date: &'static str,\n154\t /// Maximum observed price in the period.\n155\t pub observed_max_price: f64,\n156\t /// Date of the maximum observed price.\n157\t pub observed_max_date: &'static str,\n158\t /// The relative-meta-logic statement plan after source evidence is weighed.\n159\t pub statement_plan: StatementPlan,\n160\t}\n161\t\n162\timpl MarketPriceAssessment {\n163\t /// Stable one-line trace payload for append-only evidence logs.\n164\t #[must_use]\n165\t pub fn trace_payload(&self) -> String {\n166\t format!(\n167\t \"asset={} period={} claimed={:.2} status={} source={} min={:.2} \\\n168\t min_date={} max={:.2} max_date={} posterior={}\",\n169\t self.claim.asset,\n170\t self.claim.period,\n171\t self.claim.claimed_price,\n172\t self.status,\n173\t self.source_id,\n174\t self.observed_min_price,\n175\t self.observed_min_date,\n176\t self.observed_max_price,\n177\t self.observed_max_date,\n178\t self.statement_plan.assessment.posterior,\n179\t )\n180\t }\n181\t\n182\t /// Human-readable summary for the chat answer.\n183\t #[must_use]\n184\t pub fn summary_sentence(&self) -> String {\n185\t if self.status == MARKET_PRICE_CLAIM_STATUS_CONTRADICTED {\n186\t format!(\n187\t \"{} is contradicted: {} reports {} {} daily candles in {} \\\n188\t stayed between ${:.2} on {} and ${:.2} on {}.\",\n189\t self.claim.statement,\n190\t self.source_label,\n191\t self.claim.asset,\n192\t self.source_quote_currency(),\n193\t self.claim.period,\n194\t self.observed_min_price,\n195\t self.observed_min_date,\n196\t self.observed_max_price,\n197\t self.observed_max_date,\n198\t )\n199\t } else {\n200\t format!(\n201\t \"{} is within the recorded {} {} daily candle range for {} \\\n202\t (${:.2} to ${:.2}).\",\n203\t self.claim.statement,\n204\t self.claim.asset,\n205\t self.source_quote_currency(),\n206\t self.claim.period,\n207\t self.observed_min_price,\n208\t self.observed_max_price,\n209\t )\n210\t }\n211\t }\n212\t\n213\t fn source_quote_currency(&self) -> &'static str {\n214\t MARKET_PRICE_REFERENCES\n215\t .iter()\n216\t .find(|reference| reference.source_id == self.source_id)\n217\t .map_or(\"USD\", |reference| reference.quote_currency)\n218\t }\n219\t}\n220\t\n221\timpl StatementPlan {\n222\t /// Build a plan for `statement`, weighing any already-collected `evidence`\n223\t /// (empty in the deterministic offline path, non-empty when a caller has\n224\t /// gathered grounding results).\n225\t #[must_use]\n226\t pub fn new(statement: impl Into<String>, evidence: &[RelativeEvidence]) -> Self {\n227\t let statement = statement.into();\n228\t let query = grounding_query(&statement);\n229\t let assessment = StatementAssessment::assess(\n230\t statement.clone(),\n231\t TruthValue::new(ASSUMED_TRUE_PRIOR),\n232\t evidence,\n233\t );\n234\t Self {\n235\t statement,\n236\t query,\n237\t assessment,\n238\t }\n239\t }\n240\t}\n241\t\n242\t/// A verification plan over every statement extracted from a text sample.\n243\t#[derive(Debug, Clone, PartialEq)]\n244\tpub struct StatementVerificationPlan {\n245\t /// One plan per extracted statement, in source order.\n246\t pub statements: Vec<StatementPlan>,\n247\t}\n248\t\n249\timpl StatementVerificationPlan {\n250\t /// Extract statements from `sample` and plan grounding for each, with no\n251\t /// evidence collected yet (the deterministic offline path).\n252\t #[must_use]\n253\t pub fn from_sample(sample: &str) -> Self {\n254\t let statements = extract_statements(sample)\n255\t .into_iter()\n256\t .map(|statement| StatementPlan::new(statement, &[]))\n257\t .collect();\n258\t Self { statements }\n259\t }\n260\t\n261\t /// Whether any statement was extracted.\n262\t #[must_use]\n263\t pub const fn is_empty(&self) -> bool {\n264\t self.statements.is_empty()\n265\t }\n266\t\n267\t /// The number of statements planned.\n268\t #[must_use]\n269\t pub const fn len(&self) -> usize {\n270\t self.statements.len()\n271\t }\n272\t}\n273\t\n274\t/// Split `sample` into checkable statements across scripts, trimming\n275\t/// whitespace and dropping fragments shorter than [`MIN_STATEMENT_WORDS`].\n276\t#[must_use]\n277\tpub fn extract_statements(sample: &str) -> Vec<String> {\n278\t let mut statements = Vec::new();\n279\t let mut current = String::new();\n280\t for character in sample.chars() {\n281\t if SENTENCE_TERMINATORS.contains(&character) {\n282\t push_statement(&mut statements, ¤t);\n283\t current.clear();\n284\t } else {\n285\t current.push(character);\n286\t }\n287\t }\n288\t push_statement(&mut statements, ¤t);\n289\t statements\n290\t}\n291\t\n292\t/// Extract market-price claims such as `ETH in 2024: $1,700` from OCR or text.\n293\t///\n294\t/// The extractor is pattern-based rather than example-based: it looks for a\n295\t/// known asset alias, a four-digit period year, and a currency-marked amount in\n296\t/// the same fragment. Additional assets can be added by extending the market\n297\t/// reference registry without changing the parser.\n298\t#[must_use]\n299\tpub fn extract_market_price_claims(sample: &str) -> Vec<MarketPriceClaim> {\n300\t let mut claims: Vec<MarketPriceClaim> = Vec::new();\n301\t for fragment in market_price_fragments(sample) {\n302\t if let Some(claim) = parse_market_price_claim(&fragment) {\n303\t if !claims.iter().any(|existing| {\n304\t existing.asset == claim.asset\n305\t && existing.period == claim.period\n306\t && (existing.claimed_price - claim.claimed_price).abs() < f64::EPSILON\n307\t && existing.statement == claim.statement\n308\t }) {\n309\t claims.push(claim);\n310\t }\n311\t }\n312\t }\n313\t claims\n314\t}\n315\t\n316\t/// Assess extracted market-price claims against the built-in market-data facts.\n317\t#[must_use]\n318\tpub fn assess_market_price_claims(claims: &[MarketPriceClaim]) -> Vec<MarketPriceAssessment> {\n319\t claims\n320\t .iter()\n321\t .filter_map(assess_market_price_claim)\n322\t .collect()\n323\t}\n324\t\n325\tfn assess_market_price_claim(claim: &MarketPriceClaim) -> Option<MarketPriceAssessment> {\n326\t let reference = MARKET_PRICE_REFERENCES\n327\t .iter()\n328\t .find(|reference| reference.asset == claim.asset && reference.period == claim.period)?;\n329\t let status = if claim.claimed_price < reference.observed_min_price\n330\t || claim.claimed_price > reference.observed_max_price\n331\t {\n332\t MARKET_PRICE_CLAIM_STATUS_CONTRADICTED\n333\t } else {\n334\t MARKET_PRICE_CLAIM_STATUS_WITHIN_RANGE\n335\t };\n336\t let stance = if status == MARKET_PRICE_CLAIM_STATUS_CONTRADICTED {\n337\t Stance::Contradicts\n338\t } else {\n339\t Stance::Supports\n340\t };\n341\t let evidence = [RelativeEvidence::new(\n342\t reference.source_label,\n343\t SourceTier::OriginalFirstParty,\n344\t stance,\n345\t 0.95,\n346\t )];\n347\t let statement_plan = StatementPlan::new(claim.statement.clone(), &evidence);\n348\t Some(MarketPriceAssessment {\n349\t claim: claim.clone(),\n350\t status,\n351\t source_id: reference.source_id,\n352\t source_label: reference.source_label,\n353\t source_url: reference.source_url,\n354\t observed_min_price: reference.observed_min_price,\n355\t observed_min_date: reference.observed_min_date,\n356\t observed_max_price: reference.observed_max_price,\n357\t observed_max_date: reference.observed_max_date,\n358\t statement_plan,\n359\t })\n360\t}\n361\t\n362\tfn market_price_fragments(sample: &str) -> Vec<String> {\n363\t let mut fragments = Vec::new();\n364\t for line in sample.lines() {\n365\t let line = line.split_whitespace().collect::<Vec<_>>().join(\" \");\n366\t if line.is_empty() {\n367\t continue;\n368\t }\n369\t let positions = ascii_asset_positions(&line);\n370\t if positions.len() <= 1 {\n371\t fragments.push(line);\n372\t continue;\n373\t }\n374\t for (index, start) in positions.iter().copied().enumerate() {\n375\t let end = positions.get(index + 1).copied().unwrap_or(line.len());\n376\t let fragment = line[start..end].trim();\n377\t if !fragment.is_empty() {\n378\t fragments.push(fragment.to_owned());\n379\t }\n380\t }\n381\t }\n382\t fragments\n383\t}\n384\t\n385\tfn ascii_asset_positions(line: &str) -> Vec<usize> {\n386\t let lower = line.to_ascii_lowercase();\n387\t let mut positions = Vec::new();\n388\t for alias in [\"$eth\", \"ethereum\", \"etherium\", \"eth\"] {\n389\t for (position, _) in lower.match_indices(alias) {\n390\t if alias_occurs_at(&lower, alias, position) {\n391\t positions.push(position);\n392\t }\n393\t }\n394\t }\n395\t positions.sort_unstable();\n396\t positions.dedup();\n397\t positions\n398\t}\n399\t\n400\tfn parse_market_price_claim(fragment: &str) -> Option<MarketPriceClaim> {\n401\t let reference = MARKET_PRICE_REFERENCES.iter().find(|reference| {\n402\t reference\n403\t .aliases\n404\t .iter()\n405\t .any(|alias| alias_occurs(fragment, alias))\n406\t })?;\n407\t let period = extract_year(fragment)?;\n408\t let claimed_price = extract_currency_amount(fragment, &period)?;\n409\t Some(MarketPriceClaim {\n410\t asset: reference.asset.to_owned(),\n411\t asset_label: reference.asset_label.to_owned(),\n412\t period,\n413\t claimed_price,\n414\t currency: \"USD\".to_owned(),\n415\t statement: fragment.trim().to_owned(),\n416\t })\n417\t}\n418\t\n419\tfn alias_occurs(fragment: &str, alias: &str) -> bool {\n420\t if alias.is_ascii() {\n421\t let lower = fragment.to_ascii_lowercase();\n422\t let alias = alias.to_ascii_lowercase();\n423\t return lower\n424\t .match_indices(&alias)\n425\t .any(|(position, _)| alias_occurs_at(&lower, &alias, position));\n426\t }\n427\t fragment.contains(alias)\n428\t}\n429\t\n430\tfn alias_occurs_at(lower: &str, alias: &str, position: usize) -> bool {\n431\t let before = position\n432\t .checked_sub(1)\n433\t .and_then(|index| lower.as_bytes().get(index))\n434\t .copied();\n435\t let after = lower.as_bytes().get(position + alias.len()).copied();\n436\t let alias_starts_with_word = alias\n437\t .as_bytes()\n438\t .first()\n439\t .is_some_and(u8::is_ascii_alphanumeric);\n440\t let alias_ends_with_word = alias\n441\t .as_bytes()\n442\t .last()\n443\t .is_some_and(u8::is_ascii_alphanumeric);\n444\t (!alias_starts_with_word || before.is_none_or(|byte| !byte.is_ascii_alphanumeric()))\n445\t && (!alias_ends_with_word || after.is_none_or(|byte| !byte.is_ascii_alphanumeric()))\n446\t}\n447\t\n448\tfn extract_year(fragment: &str) -> Option<String> {\n449\t let bytes = fragment.as_bytes();\n450\t let mut index = 0;\n451\t while index < bytes.len() {\n452\t if !bytes[index].is_ascii_digit() {\n453\t index += 1;\n454\t continue;\n455\t }\n456\t let start = index;\n457\t while index < bytes.len() && bytes[index].is_ascii_digit() {\n458\t index += 1;\n459\t }\n460\t if index - start == 4 {\n461\t let candidate = &fragment[start..index];\n462\t if (1900..=2100).contains(&candidate.parse::<u16>().ok()?) {\n463\t return Some(candidate.to_owned());\n464\t }\n465\t }\n466\t }\n467\t None\n468\t}\n469\t\n470\tfn extract_currency_amount(fragment: &str, period: &str) -> Option<f64> {\n471\t let mut search_start = 0;\n472\t while let Some(relative_dollar) = fragment[search_start..].find('$') {\n473\t let dollar = search_start + relative_dollar;\n474\t if let Some(price) = parse_number_after(&fragment[dollar + 1..]).filter(|price| {\n475\t (*price - period.parse::<f64>().unwrap_or_default()).abs() > f64::EPSILON\n476\t }) {\n477\t return Some(price);\n478\t }\n479\t search_start = dollar + 1;\n480\t }\n481\t let lower = fragment.to_lowercase();\n482\t for marker in [\"usd\", \"usdt\", \"доллар\", \"美元\", \"डॉलर\"] {\n483\t if let Some(position) = lower.find(marker) {\n484\t if let Some(price) = parse_number_after(&fragment[position + marker.len()..]) {\n485\t return Some(price);\n486\t }\n487\t if let Some(price) = parse_number_before(&fragment[..position]) {\n488\t return Some(price);\n489\t }\n490\t }\n491\t }\n492\t None\n493\t}\n494\t\n495\tfn parse_number_after(value: &str) -> Option<f64> {\n496\t parse_number(value.trim_start().chars())\n497\t}\n498\t\n499\tfn parse_number_before(value: &str) -> Option<f64> {\n500\t let reversed = value\n501\t .trim_end()\n502\t .chars()\n503\t .rev()\n504\t .take_while(|character| {\n505\t character.is_ascii_digit() || matches!(character, ',' | '.' | '_' | ' ' | '\\u{00a0}')\n506\t })\n507\t .collect::<String>();\n508\t let number = reversed.chars().rev().collect::<String>();\n509\t parse_number(number.chars())\n510\t}\n511\t\n512\tfn parse_number(characters: impl IntoIterator<Item = char>) -> Option<f64> {\n513\t let mut normalized = String::new();\n514\t let mut saw_digit = false;\n515\t for character in characters {\n516\t if character.is_ascii_digit() {\n517\t saw_digit = true;\n518\t normalized.push(character);\n519\t } else if character == '.' {\n520\t normalized.push(character);\n521\t } else if !matches!(character, ',' | '_' | ' ' | '\\u{00a0}') {\n522\t break;\n523\t }\n524\t }\n525\t if !saw_digit {\n526\t return None;\n527\t }\n528\t normalized.parse::<f64>().ok()\n529\t}\n530\t\n531\tfn push_statement(statements: &mut Vec<String>, candidate: &str) {\n532\t let trimmed = candidate.trim();\n533\t if trimmed.is_empty() {\n534\t return;\n535\t }\n536\t let word_count = trimmed.split_whitespace().count();\n537\t let char_count = trimmed\n538\t .chars()\n539\t .filter(|character| !character.is_whitespace())\n540\t .count();\n541\t if word_count < MIN_STATEMENT_WORDS && char_count < MIN_STATEMENT_CHARS {\n542\t return;\n543\t }\n544\t statements.push(trimmed.to_owned());\n545\t}\n546\t\n547\t/// Build the web-search query that grounds `statement`: the quoted statement\n548\t/// paired with fact-check intent terms so the fusion layer surfaces original\n549\t/// first sources for or against it.\n550\t#[must_use]\n551\tpub fn grounding_query(statement: &str) -> String {\n552\t let condensed = statement.split_whitespace().collect::<Vec<_>>().join(\" \");\n553\t format!(\"\\\"{condensed}\\\" fact check source\")\n554\t}\n555\t\n556\t/// Whether an evidence stance would raise (`Supports`) or lower (`Contradicts`)\n557\t/// a statement's probability, exposed for callers that translate grounding\n558\t/// results into [`RelativeEvidence`].\n559\t#[must_use]\n560\tpub const fn stance_for_agreement(agrees: bool) -> Stance {\n561\t if agrees {\n562\t Stance::Supports\n563\t } else {\n564\t Stance::Contradicts\n565\t }\n566\t}\n567\t" | |
| [2026-07-03T16:49:56.026Z] [INFO] } | |
| [2026-07-03T16:49:56.026Z] [INFO] ] | |
| [2026-07-03T16:49:56.026Z] [INFO] }, | |
| [2026-07-03T16:49:56.026Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:49:56.026Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:49:56.026Z] [INFO] "uuid": "27717182-1e68-48e9-8e67-cd9da2ffc3cd", | |
| [2026-07-03T16:49:56.026Z] [INFO] "timestamp": "2026-07-03T16:49:56.022Z", | |
| [2026-07-03T16:49:56.026Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:49:56.026Z] [INFO] "type": "text", | |
| [2026-07-03T16:49:56.026Z] [INFO] "file": { | |
| [2026-07-03T16:49:56.026Z] [INFO] "filePath": "/tmp/gh-issue-solver-1783097336426/src/statement_verification.rs", | |
| [2026-07-03T16:49:56.026Z] [INFO] "content": "//! Per-statement verification planning for the document-verification class.\n//!\n//! Issue #535 asks us to *\"use our web search to check for each statement in the\n//! text\"* and to weigh those statements with\n//! [`relative_meta_logic`](crate::relative_meta_logic): assume a statement true,\n//! raise its probability with trusted original-first evidence, lower it with\n//! contradicting evidence, and ignore reposts.\n//!\n//! This module turns a raw text sample into a deterministic, inspectable plan:\n//! it splits the sample into statements across scripts, builds a grounding\n//! web-search query for each, and produces an assumed-true\n//! [`StatementAssessment`](crate::relative_meta_logic::StatementAssessment) plus\n//! the trusted-source tier policy that governs how live evidence would move each\n//! statement. The solver runs offline and deterministically, so no network call\n//! is made here; instead the plan records exactly what would be checked and how\n//! the resulting evidence would be weighed, which the handler replays into the\n//! append-only event log.\n\nuse crate::relative_meta_logic::{\n RelativeEvidence, SourceTier, Stance, StatementAssessment, TruthValue, ASSUMED_TRUE_PRIOR,\n};\n\n/// Sentence terminators across the scripts the solver recognises: ASCII stops,\n/// CJK full stop / exclamation / question, the Devanagari danda and double\n/// danda, and the Arabic question mark.\nconst SENTENCE_TERMINATORS: &[char] = &['.', '!', '?', '。', '！', '？', '।', '॥', '؟', '।', '\\n'];\n\n/// Minimum number of words a fragment must contain to count as a checkable\n/// statement. Below this it is treated as a heading or fragment and skipped.\nconst MIN_STATEMENT_WORDS: usize = 3;\n\n/// Minimum number of non-whitespace characters an otherwise word-sparse\n/// fragment must contain to count as a statement. This is the fallback gate for\n/// scripts that do not separate words with spaces (Chinese, Japanese), where a\n/// whole sentence is a single whitespace token.\nconst MIN_STATEMENT_CHARS: usize = 6;\n\n/// The trusted-source tiers, in descending trust order.\n///\n/// These govern how live evidence for a statement would be weighed. Original\n/// first-party and original journalism sources are trusted most; unoriginal\n/// reposts are ignored.\npub const TRUSTED_SOURCE_POLICY: &[SourceTier] = &[\n SourceTier::OriginalFirstParty,\n SourceTier::OriginalJournalism,\n SourceTier::IndependentCorroboration,\n SourceTier::Unoriginal,\n];\n\nconst MARKET_PRICE_CLAIM_STATUS_CONTRADICTED: &str = \"contradicted\";\nconst MARKET_PRICE_CLAIM_STATUS_WITHIN_RANGE: &str = \"within_recorded_range\";\n\nconst ETH_ALIASES: &[&str] = &[\n \"$eth\",\n \"eth\",\n \"ethereum\",\n \"etherium\",\n \"эфириум\",\n \"эфир\",\n \"以太坊\",\n \"एथेरियम\",\n];\n\nconst MARKET_PRICE_REFERENCES: &[MarketPriceReference] = &[MarketPriceReference {\n asset: \"ETH\",\n asset_label: \"Ethereum\",\n aliases: ETH_ALIASES,\n quote_currency: \"USDT\",\n period: \"2024\",\n source_id: \"binance_ethusdt_1d_2024\",\n source_label: \"Binance ETHUSDT daily klines\",\n source_url: \"https://api.binance.com/api/v3/klines?symbol=ETHUSDT&interval=1d&startTime=1704067200000&endTime=1735689599999&limit=1000\",\n observed_min_price: 2100.0,\n observed_min_date: \"2024-01-03\",\n observed_max_price: 4107.8,\n observed_max_date: \"2024-12-16\",\n}];\n\n/// A single checkable statement with its grounding query and assumed-true\n/// assessment.\n#[derive(Debug, Clone, PartialEq)]\npub struct StatementPlan {\n /// The statement text as extracted from the sample.\n pub statement: String,\n /// The web-search query that would ground this statement.\n pub query: String,\n /// The relative-meta-logic assessment given the evidence weighed so far.\n pub assessment: StatementAssessment,\n}\n\n/// A structured market-price claim extracted from OCR or attached text.\n#[derive(Debug, Clone, PartialEq)]\npub struct MarketPriceClaim {\n /// Canonical asset ticker, e.g. `ETH`.\n pub asset: String,\n /// Human label for the asset, e.g. `Ethereum`.\n pub asset_label: String,\n /// The year or period the claim talks about.\n pub period: String,\n /// Claimed spot price.\n pub claimed_price: f64,\n /// Claimed quote currency. `$` is normalized to `USD`.\n pub currency: String,\n /// Original statement fragment.\n pub statement: String,\n}\n\n/// A versioned external market-data range used to check extracted claims.\n#[derive(Debug, Clone, Copy, PartialEq)]\npub struct MarketPriceReference {\n /// Canonical asset ticker.\n pub asset: &'static str,\n /// Human label for the asset.\n pub asset_label: &'static str,\n /// Natural-language and ticker aliases accepted for this asset.\n pub aliases: &'static [&'static str],\n /// Quote currency used by the source.\n pub quote_currency: &'static str,\n /// Covered period.\n pub period: &'static str,\n /// Stable source slug for trace logs.\n pub source_id: &'static str,\n /// Human-readable source label.\n pub source_label: &'static str,\n /// Source URL used for the captured raw data.\n pub source_url: &'static str,\n /// Minimum observed price in the covered period.\n pub observed_min_price: f64,\n /// Date of the minimum observed price.\n pub observed_min_date: &'static str,\n /// Maximum observed price in the covered period.\n pub observed_max_price: f64,\n /// Date of the maximum observed price.\n pub observed_max_date: &'static str,\n}\n\n/// A market-price claim assessed with relative-meta-logic evidence.\n#[derive(Debug, Clone, PartialEq)]\npub struct MarketPriceAssessment {\n /// The extracted claim.\n pub claim: MarketPriceClaim,\n /// Stable status slug: `contradicted` or `within_recorded_range`.\n pub status: &'static str,\n /// Stable source slug.\n pub source_id: &'static str,\n /// Human-readable source label.\n pub source_label: &'static str,\n /// Source URL used for the captured raw data.\n pub source_url: &'static str,\n /// Minimum observed price in the period.\n pub observed_min_price: f64,\n /// Date of the minimum observed price.\n pub observed_min_date: &'static str,\n /// Maximum observed price in the period.\n pub observed_max_price: f64,\n /// Date of the maximum observed price.\n pub observed_max_date: &'static str,\n /// The relative-meta-logic statement plan after source evidence is weighed.\n pub statement_plan: StatementPlan,\n}\n\nimpl MarketPriceAssessment {\n /// Stable one-line trace payload for append-only evidence logs.\n #[must_use]\n pub fn trace_payload(&self) -> String {\n format!(\n \"asset={} period={} claimed={:.2} status={} source={} min={:.2} \\\n min_date={} max={:.2} max_date={} posterior={}\",\n self.claim.asset,\n self.claim.period,\n self.claim.claimed_price,\n self.status,\n self.source_id,\n self.observed_min_price,\n self.observed_min_date,\n self.observed_max_price,\n self.observed_max_date,\n self.statement_plan.assessment.posterior,\n )\n }\n\n /// Human-readable summary for the chat answer.\n #[must_use]\n pub fn summary_sentence(&self) -> String {\n if self.status == MARKET_PRICE_CLAIM_STATUS_CONTRADICTED {\n format!(\n \"{} is contradicted: {} reports {} {} daily candles in {} \\\n stayed between ${:.2} on {} and ${:.2} on {}.\",\n self.claim.statement,\n self.source_label,\n self.claim.asset,\n self.source_quote_currency(),\n self.claim.period,\n self.observed_min_price,\n self.observed_min_date,\n self.observed_max_price,\n self.observed_max_date,\n )\n } else {\n format!(\n \"{} is within the recorded {} {} daily candle range for {} \\\n (${:.2} to ${:.2}).\",\n self.claim.statement,\n self.claim.asset,\n self.source_quote_currency(),\n self.claim.period,\n self.observed_min_price,\n self.observed_max_price,\n )\n }\n }\n\n fn source_quote_currency(&self) -> &'static str {\n MARKET_PRICE_REFERENCES\n .iter()\n .find(|reference| reference.source_id == self.source_id)\n .map_or(\"USD\", |reference| reference.quote_currency)\n }\n}\n\nimpl StatementPlan {\n /// Build a plan for `statement`, weighing any already-collected `evidence`\n /// (empty in the deterministic offline path, non-empty when a caller has\n /// gathered grounding results).\n #[must_use]\n pub fn new(statement: impl Into<String>, evidence: &[RelativeEvidence]) -> Self {\n let statement = statement.into();\n let query = grounding_query(&statement);\n let assessment = StatementAssessment::assess(\n statement.clone(),\n TruthValue::new(ASSUMED_TRUE_PRIOR),\n evidence,\n );\n Self {\n statement,\n query,\n assessment,\n }\n }\n}\n\n/// A verification plan over every statement extracted from a text sample.\n#[derive(Debug, Clone, PartialEq)]\npub struct StatementVerificationPlan {\n /// One plan per extracted statement, in source order.\n pub statements: Vec<StatementPlan>,\n}\n\nimpl StatementVerificationPlan {\n /// Extract statements from `sample` and plan grounding for each, with no\n /// evidence collected yet (the deterministic offline path).\n #[must_use]\n pub fn from_sample(sample: &str) -> Self {\n let statements = extract_statements(sample)\n .into_iter()\n .map(|statement| StatementPlan::new(statement, &[]))\n .collect();\n Self { statements }\n }\n\n /// Whether any statement was extracted.\n #[must_use]\n pub const fn is_empty(&self) -> bool {\n self.statements.is_empty()\n }\n\n /// The number of statements planned.\n #[must_use]\n pub const fn len(&self) -> usize {\n self.statements.len()\n }\n}\n\n/// Split `sample` into checkable statements across scripts, trimming\n/// whitespace and dropping fragments shorter than [`MIN_STATEMENT_WORDS`].\n#[must_use]\npub fn extract_statements(sample: &str) -> Vec<String> {\n let mut statements = Vec::new();\n let mut current = String::new();\n for character in sample.chars() {\n if SENTENCE_TERMINATORS.contains(&character) {\n push_statement(&mut statements, ¤t);\n current.clear();\n } else {\n current.push(character);\n }\n }\n push_statement(&mut statements, ¤t);\n statements\n}\n\n/// Extract market-price claims such as `ETH in 2024: $1,700` from OCR or text.\n///\n/// The extractor is pattern-based rather than example-based: it looks for a\n/// known asset alias, a four-digit period year, and a currency-marked amount in\n/// the same fragment. 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start == 4 {\n let candidate = &fragment[start..index];\n if (1900..=2100).contains(&candidate.parse::<u16>().ok()?) {\n return Some(candidate.to_owned());\n }\n }\n }\n None\n}\n\nfn extract_currency_amount(fragment: &str, period: &str) -> Option<f64> {\n let mut search_start = 0;\n while let Some(relative_dollar) = fragment[search_start..].find('$') {\n let dollar = search_start + relative_dollar;\n if let Some(price) = parse_number_after(&fragment[dollar + 1..]).filter(|price| {\n (*price - period.parse::<f64>().unwrap_or_default()).abs() > f64::EPSILON\n }) {\n return Some(price);\n }\n search_start = dollar + 1;\n }\n let lower = fragment.to_lowercase();\n for marker in [\"usd\", \"usdt\", \"доллар\", \"美元\", \"डॉलर\"] {\n if let Some(position) = lower.find(marker) {\n if let Some(price) = parse_number_after(&fragment[position + marker.len()..]) {\n return Some(price);\n }\n if let Some(price) = parse_number_before(&fragment[..position]) {\n return Some(price);\n }\n }\n }\n None\n}\n\nfn parse_number_after(value: &str) -> Option<f64> {\n parse_number(value.trim_start().chars())\n}\n\nfn parse_number_before(value: &str) -> Option<f64> {\n let reversed = value\n .trim_end()\n .chars()\n .rev()\n .take_while(|character| {\n character.is_ascii_digit() || matches!(character, ',' | '.' | '_' | ' ' | '\\u{00a0}')\n })\n .collect::<String>();\n let number = reversed.chars().rev().collect::<String>();\n parse_number(number.chars())\n}\n\nfn parse_number(characters: impl IntoIterator<Item = char>) -> Option<f64> {\n let mut normalized = String::new();\n let mut saw_digit = false;\n for character in characters {\n if character.is_ascii_digit() {\n saw_digit = true;\n normalized.push(character);\n } else if character == '.' {\n normalized.push(character);\n } else if !matches!(character, ',' | '_' | ' ' | '\\u{00a0}') {\n break;\n }\n }\n if !saw_digit {\n return None;\n }\n normalized.parse::<f64>().ok()\n}\n\nfn push_statement(statements: &mut Vec<String>, candidate: &str) {\n let trimmed = candidate.trim();\n if trimmed.is_empty() {\n return;\n }\n let word_count = trimmed.split_whitespace().count();\n let char_count = trimmed\n .chars()\n .filter(|character| !character.is_whitespace())\n .count();\n if word_count < MIN_STATEMENT_WORDS && char_count < MIN_STATEMENT_CHARS {\n return;\n }\n statements.push(trimmed.to_owned());\n}\n\n/// Build the web-search query that grounds `statement`: the quoted statement\n/// paired with fact-check intent terms so the fusion layer surfaces original\n/// first sources for or against it.\n#[must_use]\npub fn grounding_query(statement: &str) -> String {\n let condensed = statement.split_whitespace().collect::<Vec<_>>().join(\" \");\n format!(\"\\\"{condensed}\\\" fact check source\")\n}\n\n/// Whether an evidence stance would raise (`Supports`) or lower (`Contradicts`)\n/// a statement's probability, exposed for callers that translate grounding\n/// results into [`RelativeEvidence`].\n#[must_use]\npub const fn stance_for_agreement(agrees: bool) -> Stance {\n if agrees {\n Stance::Supports\n } else {\n Stance::Contradicts\n }\n}\n", | |
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| [2026-07-03T16:50:02.790Z] [INFO] "content": "1\t# Issue 493: OCR market-price fact checking\n2\t\n3\t> **Status:** Implemented in PR #619.\n4\t> **Type:** Bug fix and case study for factual verification of image text.\n5\t\n6\t- **Issue:** <https://github.com/link-assistant/formal-ai/issues/493>\n7\t- **Pull request:** <https://github.com/link-assistant/formal-ai/pull/619>\n8\t- **Raw data:** [`raw-data/`](raw-data/)\n9\t- **Image asset:** [`assets/issue-493-screenshot.jpg`](assets/issue-493-screenshot.jpg)\n10\t\n11\t## Summary\n12\t\n13\tIssue #493 asked the solver to read the attached screenshot, reason about the\n14\ttext in the image, search external data, and detect false statements. The\n15\timportant extracted claim is:\n16\t\n17\t```text\n18\tETH in 2024: $1,700\n19\t```\n20\t\n21\tThe fix adds a deterministic market-price claim layer on top of the existing\n22\tdocument-verification path. Multi-line OCR text is preserved, ETH/year/price\n23\tclaims are extracted from the sample, and the 2024 ETH claim is assessed against\n24\tcaptured Binance ETHUSDT daily kline data.\n25\t\n26\t## Requirements\n27\t\n28\tThis case study tracks the requirements from the issue and prepared work order:\n29\t\n30\t| Requirement | Evidence |\n31\t|---|---|\n32\t| Preserve all issue and PR data. | Raw GitHub JSON, comments, reviews, and the issue screenshot are saved under this directory. |\n33\t| Work with text inside an image. | The screenshot is preserved and a Tesseract.js OCR experiment is saved in [`raw-data/tesseract-issue-screenshot-ocr.json`](raw-data/tesseract-issue-screenshot-ocr.json). |\n34\t| Catch the false price statement. | The unit regression asserts that `ETH in 2024: $1,700` is contradicted. |\n35\t| Search online and compare external data. | Binance API data and CoinGecko API/page captures are preserved in [`raw-data/`](raw-data/). |\n36\t| Use the meta algorithm, recursive reasoning, and relative-meta-logic. | The handler logs per-statement verification, source-tier priors, market-source evidence, and the lowered posterior for contradicted claims. |\n37\t| Generalize beyond one screenshot. | The parser accepts asset aliases, year periods, and currency-marked amounts in OCR/text samples, with aliases for English, Russian, Hindi, and Chinese ETH mentions. |\n38\t| Propose and compare solutions. | Alternatives considered are documented below. |\n39\t| Implement and test in PR #619. | Regression tests live in [`tests/unit/issue_493.rs`](../../../tests/unit/issue_493.rs) and [`tests/e2e/tests/issue-493.spec.js`](../../../tests/e2e/tests/issue-493.spec.js). |\n40\t\n41\t## Captured Data\n42\t\n43\t| File | Contents |\n44\t|---|---|\n45\t| [`raw-data/issue-493.json`](raw-data/issue-493.json) | Issue title, body, metadata, and screenshot URL from `gh issue view`. |\n46\t| [`raw-data/issue-493-comments.json`](raw-data/issue-493-comments.json) | Paginated issue comments. |\n47\t| [`raw-data/pr-619.json`](raw-data/pr-619.json) | Prepared PR metadata. |\n48\t| [`raw-data/pr-619-conversation-comments.json`](raw-data/pr-619-conversation-comments.json) | PR conversation comments. |\n49\t| [`raw-data/pr-619-review-comments.json`](raw-data/pr-619-review-comments.json) | Inline PR review comments. |\n50\t| [`raw-data/pr-619-reviews.json`](raw-data/pr-619-reviews.json) | PR reviews. |\n51\t| [`assets/issue-493-screenshot.jpg`](assets/issue-493-screenshot.jpg) | Downloaded issue image; validated as JPEG before OCR. |\n52\t| [`raw-data/tesseract-issue-screenshot-ocr.json`](raw-data/tesseract-issue-screenshot-ocr.json) | OCR result from Tesseract.js 7.0.0, confidence 90, including the ETH 2024 claim. |\n53\t| [`raw-data/binance-ethusdt-2024-daily-klines.json`](raw-data/binance-ethusdt-2024-daily-klines.json) | Binance ETHUSDT 1d klines for 2024. |\n54\t| [`raw-data/binance-vision-ethusdt-2024-daily-klines.json`](raw-data/binance-vision-ethusdt-2024-daily-klines.json) | Binance Vision mirror of the same 2024 ETHUSDT kline range. |\n55\t| [`raw-data/binance-ethusdt-2024-summary.json`](raw-data/binance-ethusdt-2024-summary.json) | Parsed min/max summary used in the implementation. |\n56\t| [`raw-data/coingecko-ethereum-2024-market-chart-range.json`](raw-data/coingecko-ethereum-2024-market-chart-range.json) | CoinGecko public API rejection showing the historical public range limit. |\n57\t| [`raw-data/coingecko-ethereum-historical-data-page.html`](raw-data/coingecko-ethereum-historical-data-page.html) | Captured CoinGecko Ethereum historical page fallback. |\n58\t| [`raw-data/online-research.md`](raw-data/online-research.md) | Source URLs and notes for the online research step. |\n59\t| [`raw-data/bun-install.log`](raw-data/bun-install.log) | Dependency install log for the Tesseract.js OCR experiment. |\n60\t| [`raw-data/repro-before.log`](raw-data/repro-before.log) | Failing test log before the new extractor/assessor existed. |\n61\t| [`raw-data/repro-after.log`](raw-data/repro-after.log) | Passing focused regression log after implementation. |\n62\t| [`raw-data/document-originality-regression.log`](raw-data/document-originality-regression.log) | Existing document-originality regression suite after the fix. |\n63\t| [`raw-data/issue-535-regression.log`](raw-data/issue-535-regression.log) | Regression suite for the original OCR document-verification feature. |\n64\t| [`raw-data/statement-verification-source.log`](raw-data/statement-verification-source.log) | Existing statement-verification source tests. |\n65\t| [`raw-data/worker-21-syntax-check.log`](raw-data/worker-21-syntax-check.log) | Browser worker syntax check. |\n66\t| [`raw-data/playwright-issue-493.log`](raw-data/playwright-issue-493.log) | Browser regression covering the mocked OCR/image upload flow. |\n67\t| [`raw-data/playwright-issue-535-regression.log`](raw-data/playwright-issue-535-regression.log) | Browser regression for the prior OCR workflow. |\n68\t| [`raw-data/build-web.log`](raw-data/build-web.log) | Web build output. |\n69\t| [`raw-data/cargo-fmt-check.log`](raw-data/cargo-fmt-check.log) | Formatting check output. |\n70\t| [`raw-data/cargo-clippy.log`](raw-data/cargo-clippy.log) | Clippy output. |\n71\t| [`raw-data/cargo-test-all-features.log`](raw-data/cargo-test-all-features.log) | Full `cargo test --all-features --verbose` output. |\n72\t| [`raw-data/cargo-test-doc.log`](raw-data/cargo-test-doc.log) | `cargo test --doc --verbose` output. |\n73\t| [`raw-data/language-test-coverage.log`](raw-data/language-test-coverage.log) | Diff-aware language coverage guard confirming tests cover English, Russian, Hindi, and Chinese. |\n74\t| [`raw-data/manual-file-size-check.log`](raw-data/manual-file-size-check.log) | Direct line-count scan used because `rust-script` was not installed in this container; it reports warning-band files but no hard-limit violations. |\n75\t\n76\t## Screenshot Transcription\n77\t\n78\tTesseract.js recovered the repeated claims with confidence 90. Relevant lines:\n79\t\n80\t```text\n81\t$ETH\n82\tETH in 2021: $1,700\n83\tETH in 2022: $1,700\n84\tETH in 2023: $1,700\n85\tETH in 2024: $1,700\n86\tETH in 2025: $1,700\n87\tETH in 2026: $1,700\n88\tETH before BitMine buying: $1,700\n89\tETH after BitMine buying: $1,700\n90\tETH before ETF approval: $1,700\n91\tETH after ETF approval: $1,700\n92\tETH during anti-crypto President: $1,700\n93\tETH during pro-crypto President: $1,700\n94\tETH before US-Iran war: $1,700\n95\tETH after US-Iran war: $1,700\n96\t\n97\tPerformance of $ETH is an absolute joke.\n98\t```\n99\t\n100\t## External Data Check\n101\t\n102\tThe Binance ETHUSDT 2024 daily kline capture contains 366 UTC daily candles.\n103\tThe parsed range is:\n104\t\n105\t| Metric | Date | Price |\n106\t|---|---:|---:|\n107\t| Minimum daily low | 2024-01-03 | 2100.00 |\n108\t| Maximum daily high | 2024-12-16 | 4107.80 |\n109\t\n110\tSince USD 1,700 is below the minimum recorded daily low, the statement\n111\t`ETH in 2024: $1,700` is contradicted by the captured market data.\n112\t\n113\t## Root Cause\n114\t\n115\tThe issue-535 document verification path already planned searches for each\n116\tstatement, but two gaps prevented issue #493 from being handled:\n117\t\n118\t1. The handler reduced `OCR text:` and `Text excerpt:` blocks to a short sample,\n119\t so repeated multi-line claims after the first line could be missed.\n120\t2. The per-statement verifier produced a search-and-weigh plan but had no\n121\t structured numeric market-price assessment capable of lowering a claim after\n122\t comparing it with captured original market data.\n123\t\n124\t## Fix\n125\t\n126\tThe implementation changes are intentionally small and reusable:\n127\t\n128\t- `document_originality` now preserves full multi-line `OCR text:`,\n129\t `Text excerpt:`, and `Text sample:` blocks for statement verification.\n130\t- `statement_verification` now extracts market-price claims from OCR/text\n131\t fragments by matching asset aliases, a four-digit year, and a currency-marked\n132\t amount.\n133\t- Extracted claims are checked against a versioned market-data reference. For\n134\t this issue, the reference is Binance ETHUSDT daily klines for 2024.\n135\t- Contradicting market data is represented as original-first relative evidence,\n136\t lowering the statement posterior and preserving the full trace in\n137\t `market_price_claim:*` event-log links.\n138\t- User-facing verification answers add a concise `Price claim check` section\n139\t when any extracted market claim is contradicted.\n140\t- The browser worker mirrors the Rust path so uploaded image/OCR checks surface\n141\t the same contradiction in the web UI.\n142\t\n143\t## Alternatives Considered\n144\t\n145\t| Option | Result |\n146\t|---|---|\n147\t| Leave the generic web-search plan only. | Insufficient, because the issue asks for a concrete answer on whether the claim is false. |\n148\t| Hardcode a response for this image. | Rejected because it would not generalize to similar OCR/text claims or other supported languages. |\n149\t| Add a structured market-data verifier. | Chosen. It keeps the deterministic solver offline, records source evidence, and extends by adding new market references. |\n150\t| Build live multi-source price fetching in the request path. | Useful future extension, but not required for this deterministic regression. The captured source data and registry make the result reproducible. |\n151\t\n152\t## Verification\n153\t\n154\tThe reproducing test was added before implementation and failed with unresolved\n155\timports for the missing market-price extractor/assessor:\n156\t\n157\t```text\n158\tcargo test --test unit issue_493 -- --nocapture\n159\t```\n160\t\n161\tAfter implementation, the focused regression passes and records the OCR\n162\tevidence:\n163\t\n164\t```text\n165\tcargo test --test unit issue_493 -- --nocapture\n166\t```\n167\t\n168\tThe regression covers:\n169\t\n170\t- OCR text containing the key ETH 2024 claim.\n171\t- Extraction of repeated ETH/year/price claims from multi-line OCR text.\n172\t- Extraction when the asset ticker itself uses a dollar marker, such as\n173\t `Buy $ETH in 2024 at $1,700`.\n174\t- Extraction of localized ETH aliases in English, Russian, Hindi, and Chinese.\n175\t- Assessment of `ETH in 2024: $1,700` as contradicted by Binance ETHUSDT 2024\n176\t klines.\n177\t- Event-log evidence preserving the market-data range and lowered posterior.\n178\t- The answer body summarizing the contradicted price claim.\n179\t\n180\tAdditional verification commands saved in `raw-data/`:\n181\t\n182\t```text\n183\tcargo fmt --all -- --check\n184\tcargo clippy --all-targets --all-features\n185\tcargo test --all-features --verbose\n186\tcargo test --doc --verbose\n187\tcargo test --test unit document_originality -- --nocapture\n188\tcargo test --test unit issue_535 -- --nocapture\n189\tcargo test --test source statement_verification -- --nocapture\n190\tnode --check src/web/worker/formal_ai_worker_21.js\n191\tnode tests/e2e/scripts/check-language-test-coverage.mjs\n192\tbun run build:web\n193\tnpx playwright test tests/issue-493.spec.js --config=playwright.local.config.js\n194\tnpx playwright test tests/issue-535.spec.js --config=playwright.local.config.js\n195\t```\n196\t" | |
| [2026-07-03T16:50:02.790Z] [INFO] } | |
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| [2026-07-03T16:50:02.790Z] [INFO] "content": "# Issue 493: OCR market-price fact checking\n\n> **Status:** Implemented in PR #619.\n> **Type:** Bug fix and case study for factual verification of image text.\n\n- **Issue:** <https://github.com/link-assistant/formal-ai/issues/493>\n- **Pull request:** <https://github.com/link-assistant/formal-ai/pull/619>\n- **Raw data:** [`raw-data/`](raw-data/)\n- **Image asset:** [`assets/issue-493-screenshot.jpg`](assets/issue-493-screenshot.jpg)\n\n## Summary\n\nIssue #493 asked the solver to read the attached screenshot, reason about the\ntext in the image, search external data, and detect false statements. The\nimportant extracted claim is:\n\n```text\nETH in 2024: $1,700\n```\n\nThe fix adds a deterministic market-price claim layer on top of the existing\ndocument-verification path. Multi-line OCR text is preserved, ETH/year/price\nclaims are extracted from the sample, and the 2024 ETH claim is assessed against\ncaptured Binance ETHUSDT daily kline data.\n\n## Requirements\n\nThis case study tracks the requirements from the issue and prepared work order:\n\n| Requirement | Evidence |\n|---|---|\n| Preserve all issue and PR data. | Raw GitHub JSON, comments, reviews, and the issue screenshot are saved under this directory. |\n| Work with text inside an image. | The screenshot is preserved and a Tesseract.js OCR experiment is saved in [`raw-data/tesseract-issue-screenshot-ocr.json`](raw-data/tesseract-issue-screenshot-ocr.json). |\n| Catch the false price statement. | The unit regression asserts that `ETH in 2024: $1,700` is contradicted. |\n| Search online and compare external data. | Binance API data and CoinGecko API/page captures are preserved in [`raw-data/`](raw-data/). |\n| Use the meta algorithm, recursive reasoning, and relative-meta-logic. | The handler logs per-statement verification, source-tier priors, market-source evidence, and the lowered posterior for contradicted claims. |\n| Generalize beyond one screenshot. | The parser accepts asset aliases, year periods, and currency-marked amounts in OCR/text samples, with aliases for English, Russian, Hindi, and Chinese ETH mentions. |\n| Propose and compare solutions. | Alternatives considered are documented below. |\n| Implement and test in PR #619. | Regression tests live in [`tests/unit/issue_493.rs`](../../../tests/unit/issue_493.rs) and [`tests/e2e/tests/issue-493.spec.js`](../../../tests/e2e/tests/issue-493.spec.js). |\n\n## Captured Data\n\n| File | Contents |\n|---|---|\n| [`raw-data/issue-493.json`](raw-data/issue-493.json) | Issue title, body, metadata, and screenshot URL from `gh issue view`. |\n| [`raw-data/issue-493-comments.json`](raw-data/issue-493-comments.json) | Paginated issue comments. |\n| [`raw-data/pr-619.json`](raw-data/pr-619.json) | Prepared PR metadata. |\n| [`raw-data/pr-619-conversation-comments.json`](raw-data/pr-619-conversation-comments.json) | PR conversation comments. |\n| [`raw-data/pr-619-review-comments.json`](raw-data/pr-619-review-comments.json) | Inline PR review comments. |\n| [`raw-data/pr-619-reviews.json`](raw-data/pr-619-reviews.json) | PR reviews. |\n| [`assets/issue-493-screenshot.jpg`](assets/issue-493-screenshot.jpg) | Downloaded issue image; validated as JPEG before OCR. |\n| [`raw-data/tesseract-issue-screenshot-ocr.json`](raw-data/tesseract-issue-screenshot-ocr.json) | OCR result from Tesseract.js 7.0.0, confidence 90, including the ETH 2024 claim. |\n| [`raw-data/binance-ethusdt-2024-daily-klines.json`](raw-data/binance-ethusdt-2024-daily-klines.json) | Binance ETHUSDT 1d klines for 2024. |\n| [`raw-data/binance-vision-ethusdt-2024-daily-klines.json`](raw-data/binance-vision-ethusdt-2024-daily-klines.json) | Binance Vision mirror of the same 2024 ETHUSDT kline range. |\n| [`raw-data/binance-ethusdt-2024-summary.json`](raw-data/binance-ethusdt-2024-summary.json) | Parsed min/max summary used in the implementation. |\n| [`raw-data/coingecko-ethereum-2024-market-chart-range.json`](raw-data/coingecko-ethereum-2024-market-chart-range.json) | CoinGecko public API rejection showing the historical public range limit. |\n| [`raw-data/coingecko-ethereum-historical-data-page.html`](raw-data/coingecko-ethereum-historical-data-page.html) | Captured CoinGecko Ethereum historical page fallback. |\n| [`raw-data/online-research.md`](raw-data/online-research.md) | Source URLs and notes for the online research step. |\n| [`raw-data/bun-install.log`](raw-data/bun-install.log) | Dependency install log for the Tesseract.js OCR experiment. |\n| [`raw-data/repro-before.log`](raw-data/repro-before.log) | Failing test log before the new extractor/assessor existed. |\n| [`raw-data/repro-after.log`](raw-data/repro-after.log) | Passing focused regression log after implementation. |\n| [`raw-data/document-originality-regression.log`](raw-data/document-originality-regression.log) | Existing document-originality regression suite after the fix. |\n| [`raw-data/issue-535-regression.log`](raw-data/issue-535-regression.log) | Regression suite for the original OCR document-verification feature. |\n| [`raw-data/statement-verification-source.log`](raw-data/statement-verification-source.log) | Existing statement-verification source tests. |\n| [`raw-data/worker-21-syntax-check.log`](raw-data/worker-21-syntax-check.log) | Browser worker syntax check. |\n| [`raw-data/playwright-issue-493.log`](raw-data/playwright-issue-493.log) | Browser regression covering the mocked OCR/image upload flow. |\n| [`raw-data/playwright-issue-535-regression.log`](raw-data/playwright-issue-535-regression.log) | Browser regression for the prior OCR workflow. |\n| [`raw-data/build-web.log`](raw-data/build-web.log) | Web build output. |\n| [`raw-data/cargo-fmt-check.log`](raw-data/cargo-fmt-check.log) | Formatting check output. |\n| [`raw-data/cargo-clippy.log`](raw-data/cargo-clippy.log) | Clippy output. |\n| [`raw-data/cargo-test-all-features.log`](raw-data/cargo-test-all-features.log) | Full `cargo test --all-features --verbose` output. |\n| [`raw-data/cargo-test-doc.log`](raw-data/cargo-test-doc.log) | `cargo test --doc --verbose` output. |\n| [`raw-data/language-test-coverage.log`](raw-data/language-test-coverage.log) | Diff-aware language coverage guard confirming tests cover English, Russian, Hindi, and Chinese. |\n| [`raw-data/manual-file-size-check.log`](raw-data/manual-file-size-check.log) | Direct line-count scan used because `rust-script` was not installed in this container; it reports warning-band files but no hard-limit violations. |\n\n## Screenshot Transcription\n\nTesseract.js recovered the repeated claims with confidence 90. Relevant lines:\n\n```text\n$ETH\nETH in 2021: $1,700\nETH in 2022: $1,700\nETH in 2023: $1,700\nETH in 2024: $1,700\nETH in 2025: $1,700\nETH in 2026: $1,700\nETH before BitMine buying: $1,700\nETH after BitMine buying: $1,700\nETH before ETF approval: $1,700\nETH after ETF approval: $1,700\nETH during anti-crypto President: $1,700\nETH during pro-crypto President: $1,700\nETH before US-Iran war: $1,700\nETH after US-Iran war: $1,700\n\nPerformance of $ETH is an absolute joke.\n```\n\n## External Data Check\n\nThe Binance ETHUSDT 2024 daily kline capture contains 366 UTC daily candles.\nThe parsed range is:\n\n| Metric | Date | Price |\n|---|---:|---:|\n| Minimum daily low | 2024-01-03 | 2100.00 |\n| Maximum daily high | 2024-12-16 | 4107.80 |\n\nSince USD 1,700 is below the minimum recorded daily low, the statement\n`ETH in 2024: $1,700` is contradicted by the captured market data.\n\n## Root Cause\n\nThe issue-535 document verification path already planned searches for each\nstatement, but two gaps prevented issue #493 from being handled:\n\n1. The handler reduced `OCR text:` and `Text excerpt:` blocks to a short sample,\n so repeated multi-line claims after the first line could be missed.\n2. The per-statement verifier produced a search-and-weigh plan but had no\n structured numeric market-price assessment capable of lowering a claim after\n comparing it with captured original market data.\n\n## Fix\n\nThe implementation changes are intentionally small and reusable:\n\n- `document_originality` now preserves full multi-line `OCR text:`,\n `Text excerpt:`, and `Text sample:` blocks for statement verification.\n- `statement_verification` now extracts market-price claims from OCR/text\n fragments by matching asset aliases, a four-digit year, and a currency-marked\n amount.\n- Extracted claims are checked against a versioned market-data reference. For\n this issue, the reference is Binance ETHUSDT daily klines for 2024.\n- Contradicting market data is represented as original-first relative evidence,\n lowering the statement posterior and preserving the full trace in\n `market_price_claim:*` event-log links.\n- User-facing verification answers add a concise `Price claim check` section\n when any extracted market claim is contradicted.\n- The browser worker mirrors the Rust path so uploaded image/OCR checks surface\n the same contradiction in the web UI.\n\n## Alternatives Considered\n\n| Option | Result |\n|---|---|\n| Leave the generic web-search plan only. | Insufficient, because the issue asks for a concrete answer on whether the claim is false. |\n| Hardcode a response for this image. | Rejected because it would not generalize to similar OCR/text claims or other supported languages. |\n| Add a structured market-data verifier. | Chosen. It keeps the deterministic solver offline, records source evidence, and extends by adding new market references. |\n| Build live multi-source price fetching in the request path. | Useful future extension, but not required for this deterministic regression. The captured source data and registry make the result reproducible. |\n\n## Verification\n\nThe reproducing test was added before implementation and failed with unresolved\nimports for the missing market-price extractor/assessor:\n\n```text\ncargo test --test unit issue_493 -- --nocapture\n```\n\nAfter implementation, the focused regression passes and records the OCR\nevidence:\n\n```text\ncargo test --test unit issue_493 -- --nocapture\n```\n\nThe regression covers:\n\n- OCR text containing the key ETH 2024 claim.\n- Extraction of repeated ETH/year/price claims from multi-line OCR text.\n- Extraction when the asset ticker itself uses a dollar marker, such as\n `Buy $ETH in 2024 at $1,700`.\n- Extraction of localized ETH aliases in English, Russian, Hindi, and Chinese.\n- Assessment of `ETH in 2024: $1,700` as contradicted by Binance ETHUSDT 2024\n klines.\n- Event-log evidence preserving the market-data range and lowered posterior.\n- The answer body summarizing the contradicted price claim.\n\nAdditional verification commands saved in `raw-data/`:\n\n```text\ncargo fmt --all -- --check\ncargo clippy --all-targets --all-features\ncargo test --all-features --verbose\ncargo test --doc --verbose\ncargo test --test unit document_originality -- --nocapture\ncargo test --test unit issue_535 -- --nocapture\ncargo test --test source statement_verification -- --nocapture\nnode --check src/web/worker/formal_ai_worker_21.js\nnode tests/e2e/scripts/check-language-test-coverage.mjs\nbun run build:web\nnpx playwright test tests/issue-493.spec.js --config=playwright.local.config.js\nnpx playwright test tests/issue-535.spec.js --config=playwright.local.config.js\n```\n", | |
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| [2026-07-03T16:50:03.326Z] [INFO] "content": "1\t# Meta-Algorithm: Reproducing Topic Handlers On Demand\n2\t\n3\tWe do not only produce code changes for a topic — we **learn from our own source\n4\tcode how to produce them**. This page describes the meta-algorithm: a fixed,\n5\tordered procedure that reproduces a deterministic chat intent handler for any\n6\tlanguage topic, together with a machine-readable recipe that stays grounded in\n7\tthe live source.\n8\t\n9\tThe first fully-encoded instance is the **procedural how-to** topic (issue #444):\n10\ta \"how to X\" request and its elaboration follow-up (\"can you give me specific\n11\tinstructions?\"). Its recipe lives at\n12\t[`data/meta/procedural-howto-recipe.lino`](../data/meta/procedural-howto-recipe.lino).\n13\t\n14\t## Why a recipe, not just code\n15\t\n16\tThe recipe names every part the handler is made of — seed roles, handler\n17\tfunctions, evidence stages, JS parity targets, the external-service toggle, and\n18\tthe benchmark — plus the eight ordered steps that generalise to any topic. A\n19\ttest suite, [`tests/unit/specification/meta_algorithm.rs`](../tests/unit/specification/meta_algorithm.rs),\n20\tloads the recipe and asserts the **real source still matches** every entry. If\n21\tthe recipe and the code drift apart, CI fails. So the recipe is always an\n22\taccurate, executable description of how the code was produced — never stale\n23\tdocumentation. To regenerate the handler from scratch, follow the steps; to\n24\tverify a regeneration, run the suite.\n25\t\n26\t## The eight steps\n27\t\n28\tEach step is one `meta_step` record in the recipe. To add a new topic,\n29\tinstantiate every step in order:\n30\t\n31\t1. **Declare topic meanings in the seed lexicon.** One meaning per linguistic\n32\t role in `data/seed/meanings-*.lino`, listing surfaces across every supported\n33\t language as slot-marked forms (prefix `how to …`, suffix `… по шагам`,\n34\t circumfix `how … works`, or bare). Surfaces are data, not code.\n35\t2. **Expose stable `ROLE_*` constants.** Each meaning role gets a constant in\n36\t `src/seed/roles/intent.rs`; its string value equals the seed `role`.\n37\t3. **Recognise by meaning, not by phrase table.** Recognisers query\n38\t `seed::lexicon().meanings_with_role(..)` / `role_word_forms(..)`. No\n39\t per-language phrase list ever lives in Rust (the issue #386 convention).\n40\t4. **Split prompts on slot-marked surfaces.** Extractors derive their matching\n41\t strategy from each surface's slot and the position of the `…` marker,\n42\t preserving declaration order so longer surfaces win first. This yields\n43\t task/action/object decomposition with no language branches.\n44\t5. **Emit a deterministic discovery plan.** Append the same ordered evidence\n45\t stages the browser worker executes: local decomposition → Wikimedia/wikiHow\n46\t candidates → web search with reciprocal rank fusion → a recursive fetch check\n47\t gated to explicit steps. The offline engine records the plan; the worker runs\n48\t it live.\n49\t6. **Register external sources with a settings toggle.** Each external trusted\n50\t source gets a record in `data/seed/sources-registry.lino` carrying\n51\t `service_group external_trusted`, a `settings_key`, and `default_enabled true`\n52\t (opt-out model). The UI reads the toggle; the worker skips the live fetch when\n53\t it is `false`.\n54\t7. **Mirror the handler in the JS worker.** Reproduce each Rust handler as a JS\n55\t function in `src/web/formal_ai_worker.js` so the WASM/browser surface stays in\n56\t parity (R15). Evidence ordering matches byte-for-byte on the default path.\n57\t8. **Pin behaviour with a ratcheted benchmark.** Add a permissive-license slice\n58\t with upstream-derived and held-out cases under `data/benchmarks/`, plus a\n59\t ratchet test asserting `passed >= minimum_pass_count`.\n60\t\n61\t## What the recipe records for the procedural how-to topic\n62\t\n63\t| Recipe record | Count | Grounded against |\n64\t| --- | --- | --- |\n65\t| `meta_step` | 8 | ordering 1..8 is contiguous |\n66\t| `meta_role` | 9 | `pub const ROLE_* = \"<role>\"` in `src/seed/roles/intent.rs` **and** `role <role>` in `data/seed/meanings-how.lino` |\n67\t| `meta_function` | 7 | `fn <name>` in `src/solver_handler_how.rs` |\n68\t| `meta_stage` | 5 | each stage literal emitted in the handler; ordering 1..5 contiguous |\n69\t| `meta_parity` | 3 | `fn <rust>` in Rust **and** `function <js>` in the worker |\n70\t| `meta_external_service` | 1 | `source` + `settings_key` in `data/seed/sources-registry.lino` |\n71\t| `meta_benchmark` | 1 | suite in fixture **and** ratchet test in `procedural_howto_benchmarks.rs` |\n72\t\n73\t## Running it\n74\t\n75\t```sh\n76\t# Verify the recipe still matches the live source (the grounding suite):\n77\tcargo test --test unit specification::meta_algorithm -- --nocapture\n78\t```\n79\t\n80\t## Generalising to a new topic\n81\t\n82\t1. Copy `data/meta/procedural-howto-recipe.lino` to\n83\t `data/meta/<topic>-recipe.lino` and rewrite each record for the new topic.\n84\t2. Work the eight steps in order, filling in the roles, functions, stages,\n85\t parity targets, services, and benchmark you declared.\n86\t3. Add a grounding test for the new recipe modelled on\n87\t `tests/unit/specification/meta_algorithm.rs` (or parameterise it over every\n88\t `data/meta/*-recipe.lino`).\n89\t\n90\tBecause the recipe is checked against the source, the handler and its recipe can\n91\tnever silently diverge — which is exactly what lets us treat the source as a\n92\treproducible artifact of the meta-algorithm.\n93\t\n94\t## The agentic-coding meta-algorithm (issue #468)\n95\t\n96\tThe same grounded-recipe discipline records a second, different kind of\n97\tmeta-algorithm: not a chat intent handler, but the **deterministic agentic loop**\n98\tthat lets our Formal AI *solve a task in agentic coding mode*. The maintainer's\n99\tframing for issue #468 was that \"our Formal AI system should have enough skills\n100\t(meta algorithm, rust code) to actually call all the tools from any agentic CLI,\n101\tunderstand errors from tools, … to actually complete the task.\" Its recipe lives\n102\tat [`data/meta/agentic-coding-recipe.lino`](../data/meta/agentic-coding-recipe.lino)\n103\tand is grounded by\n104\t[`tests/unit/specification/agentic_meta_algorithm.rs`](../tests/unit/specification/agentic_meta_algorithm.rs).\n105\t\n106\tThe loop is a pure, deterministic function of the conversation so far — no\n107\tsampling, no hidden state, no neural inference (a NON-GOAL). Given the messages\n108\texchanged and the tool names the agentic CLI advertised, the planner decides the\n109\tnext step as a small state machine:\n110\t\n111\t```text\n112\tweb_search → web_fetch → write_file(formalize) → run_command(verify) → final\n113\t```\n114\t\n115\tEach step is taken only if the conversation has no prior result for that\n116\tcapability **and** the CLI advertised a tool providing it, so the planner adapts\n117\tto whatever subset of tools a given CLI exposes. Tool *errors* are observed: a\n118\tfetch result that looks like an error is not trusted as source text, and the\n119\tformalizer falls back to the canonical synopsis so the loop still completes with\n120\ta stable, all-nine-primitive knowledge base.\n121\t\n122\t### The eight steps\n123\t\n124\tEach step is one `meta_step` record in the recipe; instantiate them in order to\n125\tmake the Formal AI solve a new task in agentic mode:\n126\t\n127\t1. **Recognise the agentic task** from the latest user turn against a small\n128\t closed keyword set — a non-match yields `None`, so agentic coding stays\n129\t strictly opt-in and ordinary chat is untouched.\n130\t2. **Pin the canonical plan as named constants** (`SEARCH_QUERY`,\n131\t `CANONICAL_SOURCE_URL`, `KB_PATH`) so the recipe is data, not scattered\n132\t literals.\n133\t3. **Classify advertised tools into capabilities** (`Search`/`Fetch`/`Write`/\n134\t `Run`) by substring, mirroring agentic-CLI naming so any CLI's tool set maps.\n135\t4. **Plan each step as a pure function of history** — the state machine above,\n136\t in `plan_chat_step`.\n137\t5. **Understand tool errors and fall back deterministically** so a failed fetch\n138\t never derails the loop.\n139\t6. **Wire the planner into the OpenAI-compatible server behind two gates**:\n140\t `agent_mode` (the real guard — every tool is refused unless explicitly opted\n141\t in) and the per-tool permission gate, then turn the plan into a completion\n142\t (`tool_calls` or a final `stop`).\n143\t7. **Grant the client-executed tool capabilities** through the permission-only\n144\t `pkg_agentic_coding` associative package, so a permitted agent can drive the\n145\t full loop while granting it by default enables no hidden autonomous action.\n146\t8. **Execute the loop with an offline driver and corpus**, bounded by a hard\n147\t `MAX_TURNS` cap, and expose it through the `agent` CLI subcommand, the\n148\t `issue_468_agentic_loop` example, and the integration tests.\n149\t\n150\t### What the recipe records\n151\t\n152\t| Recipe record | Count | Grounded against |\n153\t| --- | --- | --- |\n154\t| `meta_step` | 8 | ordering 1..8 is contiguous; each `seed_file` exists |\n155\t| `meta_constant` | 3 | `pub const <name>: &str` in `src/agentic_coding/planner.rs` |\n156\t| `meta_tool` | 4 | `\"<tool>\"` in `DRIVER_TOOLS`, `Capability::<cap>` in the planner, and the `\"<permission>\"` / package name in `src/associative_package.rs` |\n157\t| `meta_stage` | 5 | `Step <n>:` markers in the planner; ordering 1..5 contiguous |\n158\t| `meta_function` | 14 | `fn <name>` in the named source file |\n159\t| `meta_primitive` | 9 | each appears in `PRIMITIVE_KINDS` in `src/agentic_coding/formalize.rs`; ordering 1..9 contiguous |\n160\t| `meta_bound` | 1 | `const MAX_TURNS: usize = 12;` in `src/agentic_coding/driver.rs` |\n161\t| `meta_surface` | 3 | the CLI subcommand, the example, and the integration test each contain their `needle` |\n162\t\n163\t### Running it\n164\t\n165\t```sh\n166\t# Verify the agentic recipe still matches the live source:\n167\tcargo test --test unit specification::agentic_meta_algorithm -- --nocapture\n168\t```\n169\t\n170\tBecause this recipe is checked against the source too, the agentic loop and its\n171\trecipe can never silently diverge — the loop is itself a reproducible artifact of\n172\tthe meta-algorithm.\n173\t\n174\t## The response-language follow-up meta-algorithm (issue #556)\n175\t\n176\tThe same grounded-recipe discipline records a third meta-algorithm: the\n177\t**deterministic response-language follow-up** that re-answers the *whole class*\n178\tof prior requests in a newly requested language. The maintainer's framing for\n179\tissue #556 was that we must \"generalize to all similar requests (the whole class\n180\tof similar questions) in all languages … using our general and universal meta\n181\talgorithm and actual recursive reasoning steps, expressed in meta language\",\n182\twith \"all meanings … grounded in external data sources\" and \"every finest detail\n183\t… tested\". Its recipe lives at\n184\t[`data/meta/response-language-followup-recipe.lino`](../data/meta/response-language-followup-recipe.lino)\n185\tand is grounded by\n186\t[`tests/unit/specification/response_language_meta_algorithm.rs`](../tests/unit/specification/response_language_meta_algorithm.rs).\n187\t\n188\tThe key move is that a bare turn such as *\"I do not understand English, write in\n189\tRussian\"* is **not a new question** — it asks the assistant to re-answer the\n190\tprevious request in a named language. Rather than localizing one handler, the\n191\tfollow-up replays the previous user request through the **whole solver** with the\n192\ttarget language forced at a single detection seam, so the retarget generalizes\n193\tacross every answerable intent family (project lookup, capabilities, identity,\n194\tconcept lookup, …) at once. This is the universal recursive-reasoning step: the\n195\tsolver re-derives the prior answer, now constrained to speak the requested\n196\tlanguage. The trigger vocabulary is seed data grounded in Wikidata\n197\t(`understanding` Q46744; the languages English Q1860, Russian Q7737, Hindi\n198\tQ1568, Chinese Q7850) recognised by role — never a hardcoded phrase table\n199\t(issue #386). Because translation passes through the language-neutral meta\n200\tlanguage, the retarget round-trips (issue #526): an answer produced in one\n201\tlanguage replays back into English on request.\n202\t\n203\t### The eight steps\n204\t\n205\tEach step is one `meta_step` record in the recipe; instantiate them in order to\n206\tadd any *re-answer the previous turn under a new constraint* behaviour:\n207\t\n208\t1. **Detect the requested response language by meaning** — `detect_response_language`\n209\t queries the `response_language_marker` role from the seed lexicon.\n210\t2. **Confirm this is a re-answer, not a new question** — a seed-grounded\n211\t comprehension-failure marker or a terse (≤ 4 word) language switch with no\n212\t fresh subject.\n213\t3. **Recover the previous user request from history** so the replay sees the same\n214\t context the original answer did.\n215\t4. **Force the target language at the single detection seam** — `set_forced_language`\n216\t installs a thread-local override consulted at the top of `language::detect`,\n217\t restored by an RAII guard.\n218\t5. **Replay the previous request through the whole solver** — the universal\n219\t recursive-reasoning step that generalizes across every intent family.\n220\t6. **Guard recursion and inconclusive replays** — a replay already carries a\n221\t forced language (so it can never re-enter), and unknown/ill-formed/clarify\n222\t replays fall through.\n223\t7. **Splice re-answer provenance** onto the replayed answer's evidence\n224\t (`response_language_followup:target:<lang>`, `language_to:<lang>`,\n225\t `response_language_followup:handler:<intent>`).\n226\t8. **Mirror the handler in the JS worker** so the WASM/browser surface stays in\n227\t parity (R15).\n228\t\n229\t### What the recipe records\n230\t\n231\t| Recipe record | Grounded against |\n232\t| --- | --- |\n233\t| `meta_step` | ordering 1..8 is contiguous; each `seed_file` exists |\n234\t| `meta_role` | `pub const <CONST>: &str = \"<role>\";` in `src/seed/roles/language.rs` and `role <role>` in the seed |\n235\t| `meta_grounding` | a cached Wikidata entity at `data/cache/wikidata/entity/Q<id>.lino`, and the Q-id present in the seed |\n236\t| `meta_function` | `fn <name>` in the named source file |\n237\t| `meta_seam` | the forced-language token in both `src/language.rs` and the JS worker |\n238\t| `meta_parity` | `fn <rust>` in Rust and `function <js>` in the JS worker |\n239\t| `meta_test` | the pinning test file exists and describes what it pins |\n240\t\n241\t### Running it\n242\t\n243\t```sh\n244\t# Verify the response-language recipe still matches the live source:\n245\tcargo test --test unit specification::response_language_meta_algorithm -- --nocapture\n246\t```\n247\t\n248\tBecause this recipe is checked against the source too, the response-language\n249\tfollow-up and its recipe can never silently diverge — the retarget is itself a\n250\treproducible artifact of the meta-algorithm.\n251\t\n252\t## The document verification meta-algorithm (issue #535)\n253\t\n254\tThe same grounded-recipe discipline records a fourth meta-algorithm: the\n255\t**deterministic document verification** handler that checks an attached\n256\tdocument's originality, authenticity, and facts. The maintainer's framing for\n257\tissue #535 was that a request such as *\"Проверь данный текст на уникальность и\n258\tна плагиат\"* (\"Check this text for uniqueness and plagiarism\") with a text file\n259\tattached must not answer `intent: unknown`; that we must \"fully support attached\n260\tfiles … in Desktop, Telegram bot, and Web app, and in other interface surfaces\",\n261\t\"generalize to all similar requests (the whole class of similar questions) in\n262\tall languages … expressed recursively through meanings (meta language)\", ground\n263\t\"all meanings … in external data sources\", and \"fully use\n264\tgithub.com/link-foundation/relative-meta-logic for relative statements\n265\tprobability\" — trusting original first sources, using \"newspapers/journals for\n266\ttheir original content\", and ignoring \"any unoriginal content or reposting\",\n267\twith \"every finest detail … tested\". Its recipe lives at\n268\t[`data/meta/document-verification-recipe.lino`](../data/meta/document-verification-recipe.lino)\n269\tand is grounded by\n270\t[`tests/unit/specification/document_verification_meta_algorithm.rs`](../tests/unit/specification/document_verification_meta_algorithm.rs).\n271\t\n272\tThe key move is that the request is recognised **by meaning, not by phrase**: it\n273\tasks the assistant to verify the attached document. Three seed roles must fire —\n274\tthe check/verify action, the subject (plagiarism / originality / uniqueness /\n275\tauthenticity / veracity), and the document (text / article / file, or an\n276\tattachment on its own). All three are seed data grounded in Wikidata\n277\t(`verification and validation` Q953429, `plagiarism` Q164666, `originality`\n278\tQ2914681, `authentication` Q2360032, `fact-checking` Q59555084, `document`\n279\tQ49848) recognised by role — never a hardcoded per-language phrase table\n280\t(issue #386). Because the vocabulary is data, the handler generalises across the\n281\twhole verification class in every supported language (en/ru/hi/zh) at once. The\n282\tattachment arrives through the **shared attachment context**, so Desktop, the\n283\tTelegram bot, the Web app, and the HTTP/CLI boundary all deliver the same\n284\tverifiable content to one handler.\n285\t\n286\tEach atomic statement in the document is then weighed under\n287\t**relative-meta-logic**: `StatementAssessment::assess` starts every user\n288\tstatement at the assumed-true prior (`ASSUMED_TRUE_PRIOR = 0.6`) and moves it\n289\tonly under evidence, aggregating by `SourceTier` — original first parties (1.0)\n290\tand original journalism (0.85) are trusted, independent corroboration is weaker,\n291\tand unoriginal reposts contribute nothing and are ignored. Wikinews is the\n292\tregistered original-journalism tier, opt-out-able via the\n293\t`externalServiceMediawikiFamily` settings toggle. The whole path is mirrored in\n294\tthe JS worker so the WASM/browser surface stays in parity (R15).\n295\t\n296\t### The eight steps\n297\t\n298\tEach step is one `meta_step` record in the recipe; instantiate them in order to\n299\tadd any *verify the attached content* behaviour:\n300\t\n301\t1. **Recognise the verification request by meaning, not phrase** — all three\n302\t seed roles must fire, queried from the lexicon.\n303\t2. **Ingest the attached document or inline text sample** through the shared\n304\t attachment context, so every interface surface reaches one handler.\n305\t3. **Split the content into atomic statements** so each claim is verified on its\n306\t own rather than the document as a whole.\n307\t4. **Ground each statement in a web-search fact-check query** so the fusion\n308\t layer surfaces original first sources for or against it.\n309\t5. **Weigh the evidence under relative-meta-logic** with the trusted-source tier\n310\t policy (original first sources trusted, unoriginal reposts ignored).\n311\t6. **Consult the registered original-journalism source** (Wikinews), opt-out-able\n312\t from settings.\n313\t7. **Splice the grounded verdict onto the evidence trace** so the trace names\n314\t exactly why each statement was trusted or doubted and which sources moved it.\n315\t8. **Mirror the handler in the JS worker** so the WASM/browser surface stays in\n316\t parity (R15).\n317\t\n318\t### What the recipe records\n319\t\n320\t| Recipe record | Grounded against |\n321\t| --- | --- |\n322\t| `meta_step` | ordering 1..8 is contiguous; each `seed_file` exists |\n323\t| `meta_role` | `pub const <CONST>: &str = \"<role>\";` in `src/seed/roles/intent.rs` and `role <role>` in the seed |\n324\t| `meta_grounding` | a cached Wikidata entity at `data/cache/wikidata/entity/Q<id>.lino`, and the Q-id present in the seed |\n325\t| `meta_function` | `fn <name>` in the named source file; the handler is wired into `src/solver_dispatch.rs` |\n326\t| `meta_parity` | `fn <rust>` in Rust and `function <js>` in the JS worker |\n327\t| `meta_external_service` | `source` + `settings_key` in `data/seed/sources-registry.lino` |\n328\t| `meta_test` | the pinning test file exists and describes what it pins |\n329\t\n330\t### Running it\n331\t\n332\t```sh\n333\t# Verify the document-verification recipe still matches the live source:\n334\tcargo test --test unit specification::document_verification_meta_algorithm -- --nocapture\n335\t```\n336\t\n337\tBecause this recipe is checked against the source too, document verification and\n338\tits recipe can never silently diverge — the handler is itself a reproducible\n339\tartifact of the meta-algorithm.\n340\t" | |
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| [2026-07-03T16:50:03.326Z] [INFO] "content": "# Meta-Algorithm: Reproducing Topic Handlers On Demand\n\nWe do not only produce code changes for a topic — we **learn from our own source\ncode how to produce them**. This page describes the meta-algorithm: a fixed,\nordered procedure that reproduces a deterministic chat intent handler for any\nlanguage topic, together with a machine-readable recipe that stays grounded in\nthe live source.\n\nThe first fully-encoded instance is the **procedural how-to** topic (issue #444):\na \"how to X\" request and its elaboration follow-up (\"can you give me specific\ninstructions?\"). Its recipe lives at\n[`data/meta/procedural-howto-recipe.lino`](../data/meta/procedural-howto-recipe.lino).\n\n## Why a recipe, not just code\n\nThe recipe names every part the handler is made of — seed roles, handler\nfunctions, evidence stages, JS parity targets, the external-service toggle, and\nthe benchmark — plus the eight ordered steps that generalise to any topic. A\ntest suite, [`tests/unit/specification/meta_algorithm.rs`](../tests/unit/specification/meta_algorithm.rs),\nloads the recipe and asserts the **real source still matches** every entry. If\nthe recipe and the code drift apart, CI fails. So the recipe is always an\naccurate, executable description of how the code was produced — never stale\ndocumentation. To regenerate the handler from scratch, follow the steps; to\nverify a regeneration, run the suite.\n\n## The eight steps\n\nEach step is one `meta_step` record in the recipe. To add a new topic,\ninstantiate every step in order:\n\n1. **Declare topic meanings in the seed lexicon.** One meaning per linguistic\n role in `data/seed/meanings-*.lino`, listing surfaces across every supported\n language as slot-marked forms (prefix `how to …`, suffix `… по шагам`,\n circumfix `how … works`, or bare). Surfaces are data, not code.\n2. **Expose stable `ROLE_*` constants.** Each meaning role gets a constant in\n `src/seed/roles/intent.rs`; its string value equals the seed `role`.\n3. **Recognise by meaning, not by phrase table.** Recognisers query\n `seed::lexicon().meanings_with_role(..)` / `role_word_forms(..)`. No\n per-language phrase list ever lives in Rust (the issue #386 convention).\n4. **Split prompts on slot-marked surfaces.** Extractors derive their matching\n strategy from each surface's slot and the position of the `…` marker,\n preserving declaration order so longer surfaces win first. This yields\n task/action/object decomposition with no language branches.\n5. **Emit a deterministic discovery plan.** Append the same ordered evidence\n stages the browser worker executes: local decomposition → Wikimedia/wikiHow\n candidates → web search with reciprocal rank fusion → a recursive fetch check\n gated to explicit steps. The offline engine records the plan; the worker runs\n it live.\n6. **Register external sources with a settings toggle.** Each external trusted\n source gets a record in `data/seed/sources-registry.lino` carrying\n `service_group external_trusted`, a `settings_key`, and `default_enabled true`\n (opt-out model). The UI reads the toggle; the worker skips the live fetch when\n it is `false`.\n7. **Mirror the handler in the JS worker.** Reproduce each Rust handler as a JS\n function in `src/web/formal_ai_worker.js` so the WASM/browser surface stays in\n parity (R15). Evidence ordering matches byte-for-byte on the default path.\n8. **Pin behaviour with a ratcheted benchmark.** Add a permissive-license slice\n with upstream-derived and held-out cases under `data/benchmarks/`, plus a\n ratchet test asserting `passed >= minimum_pass_count`.\n\n## What the recipe records for the procedural how-to topic\n\n| Recipe record | Count | Grounded against |\n| --- | --- | --- |\n| `meta_step` | 8 | ordering 1..8 is contiguous |\n| `meta_role` | 9 | `pub const ROLE_* = \"<role>\"` in `src/seed/roles/intent.rs` **and** `role <role>` in `data/seed/meanings-how.lino` |\n| `meta_function` | 7 | `fn <name>` in `src/solver_handler_how.rs` |\n| `meta_stage` | 5 | each stage literal emitted in the handler; ordering 1..5 contiguous |\n| `meta_parity` | 3 | `fn <rust>` in Rust **and** `function <js>` in the worker |\n| `meta_external_service` | 1 | `source` + `settings_key` in `data/seed/sources-registry.lino` |\n| `meta_benchmark` | 1 | suite in fixture **and** ratchet test in `procedural_howto_benchmarks.rs` |\n\n## Running it\n\n```sh\n# Verify the recipe still matches the live source (the grounding suite):\ncargo test --test unit specification::meta_algorithm -- --nocapture\n```\n\n## Generalising to a new topic\n\n1. Copy `data/meta/procedural-howto-recipe.lino` to\n `data/meta/<topic>-recipe.lino` and rewrite each record for the new topic.\n2. Work the eight steps in order, filling in the roles, functions, stages,\n parity targets, services, and benchmark you declared.\n3. Add a grounding test for the new recipe modelled on\n `tests/unit/specification/meta_algorithm.rs` (or parameterise it over every\n `data/meta/*-recipe.lino`).\n\nBecause the recipe is checked against the source, the handler and its recipe can\nnever silently diverge — which is exactly what lets us treat the source as a\nreproducible artifact of the meta-algorithm.\n\n## The agentic-coding meta-algorithm (issue #468)\n\nThe same grounded-recipe discipline records a second, different kind of\nmeta-algorithm: not a chat intent handler, but the **deterministic agentic loop**\nthat lets our Formal AI *solve a task in agentic coding mode*. The maintainer's\nframing for issue #468 was that \"our Formal AI system should have enough skills\n(meta algorithm, rust code) to actually call all the tools from any agentic CLI,\nunderstand errors from tools, … to actually complete the task.\" Its recipe lives\nat [`data/meta/agentic-coding-recipe.lino`](../data/meta/agentic-coding-recipe.lino)\nand is grounded by\n[`tests/unit/specification/agentic_meta_algorithm.rs`](../tests/unit/specification/agentic_meta_algorithm.rs).\n\nThe loop is a pure, deterministic function of the conversation so far — no\nsampling, no hidden state, no neural inference (a NON-GOAL). Given the messages\nexchanged and the tool names the agentic CLI advertised, the planner decides the\nnext step as a small state machine:\n\n```text\nweb_search → web_fetch → write_file(formalize) → run_command(verify) → final\n```\n\nEach step is taken only if the conversation has no prior result for that\ncapability **and** the CLI advertised a tool providing it, so the planner adapts\nto whatever subset of tools a given CLI exposes. Tool *errors* are observed: a\nfetch result that looks like an error is not trusted as source text, and the\nformalizer falls back to the canonical synopsis so the loop still completes with\na stable, all-nine-primitive knowledge base.\n\n### The eight steps\n\nEach step is one `meta_step` record in the recipe; instantiate them in order to\nmake the Formal AI solve a new task in agentic mode:\n\n1. **Recognise the agentic task** from the latest user turn against a small\n closed keyword set — a non-match yields `None`, so agentic coding stays\n strictly opt-in and ordinary chat is untouched.\n2. **Pin the canonical plan as named constants** (`SEARCH_QUERY`,\n `CANONICAL_SOURCE_URL`, `KB_PATH`) so the recipe is data, not scattered\n literals.\n3. **Classify advertised tools into capabilities** (`Search`/`Fetch`/`Write`/\n `Run`) by substring, mirroring agentic-CLI naming so any CLI's tool set maps.\n4. **Plan each step as a pure function of history** — the state machine above,\n in `plan_chat_step`.\n5. **Understand tool errors and fall back deterministically** so a failed fetch\n never derails the loop.\n6. **Wire the planner into the OpenAI-compatible server behind two gates**:\n `agent_mode` (the real guard — every tool is refused unless explicitly opted\n in) and the per-tool permission gate, then turn the plan into a completion\n (`tool_calls` or a final `stop`).\n7. **Grant the client-executed tool capabilities** through the permission-only\n `pkg_agentic_coding` associative package, so a permitted agent can drive the\n full loop while granting it by default enables no hidden autonomous action.\n8. **Execute the loop with an offline driver and corpus**, bounded by a hard\n `MAX_TURNS` cap, and expose it through the `agent` CLI subcommand, the\n `issue_468_agentic_loop` example, and the integration tests.\n\n### What the recipe records\n\n| Recipe record | Count | Grounded against |\n| --- | --- | --- |\n| `meta_step` | 8 | ordering 1..8 is contiguous; each `seed_file` exists |\n| `meta_constant` | 3 | `pub const <name>: &str` in `src/agentic_coding/planner.rs` |\n| `meta_tool` | 4 | `\"<tool>\"` in `DRIVER_TOOLS`, `Capability::<cap>` in the planner, and the `\"<permission>\"` / package name in `src/associative_package.rs` |\n| `meta_stage` | 5 | `Step <n>:` markers in the planner; ordering 1..5 contiguous |\n| `meta_function` | 14 | `fn <name>` in the named source file |\n| `meta_primitive` | 9 | each appears in `PRIMITIVE_KINDS` in `src/agentic_coding/formalize.rs`; ordering 1..9 contiguous |\n| `meta_bound` | 1 | `const MAX_TURNS: usize = 12;` in `src/agentic_coding/driver.rs` |\n| `meta_surface` | 3 | the CLI subcommand, the example, and the integration test each contain their `needle` |\n\n### Running it\n\n```sh\n# Verify the agentic recipe still matches the live source:\ncargo test --test unit specification::agentic_meta_algorithm -- --nocapture\n```\n\nBecause this recipe is checked against the source too, the agentic loop and its\nrecipe can never silently diverge — the loop is itself a reproducible artifact of\nthe meta-algorithm.\n\n## The response-language follow-up meta-algorithm (issue #556)\n\nThe same grounded-recipe discipline records a third meta-algorithm: the\n**deterministic response-language follow-up** that re-answers the *whole class*\nof prior requests in a newly requested language. The maintainer's framing for\nissue #556 was that we must \"generalize to all similar requests (the whole class\nof similar questions) in all languages … using our general and universal meta\nalgorithm and actual recursive reasoning steps, expressed in meta language\",\nwith \"all meanings … grounded in external data sources\" and \"every finest detail\n… tested\". Its recipe lives at\n[`data/meta/response-language-followup-recipe.lino`](../data/meta/response-language-followup-recipe.lino)\nand is grounded by\n[`tests/unit/specification/response_language_meta_algorithm.rs`](../tests/unit/specification/response_language_meta_algorithm.rs).\n\nThe key move is that a bare turn such as *\"I do not understand English, write in\nRussian\"* is **not a new question** — it asks the assistant to re-answer the\nprevious request in a named language. Rather than localizing one handler, the\nfollow-up replays the previous user request through the **whole solver** with the\ntarget language forced at a single detection seam, so the retarget generalizes\nacross every answerable intent family (project lookup, capabilities, identity,\nconcept lookup, …) at once. This is the universal recursive-reasoning step: the\nsolver re-derives the prior answer, now constrained to speak the requested\nlanguage. The trigger vocabulary is seed data grounded in Wikidata\n(`understanding` Q46744; the languages English Q1860, Russian Q7737, Hindi\nQ1568, Chinese Q7850) recognised by role — never a hardcoded phrase table\n(issue #386). Because translation passes through the language-neutral meta\nlanguage, the retarget round-trips (issue #526): an answer produced in one\nlanguage replays back into English on request.\n\n### The eight steps\n\nEach step is one `meta_step` record in the recipe; instantiate them in order to\nadd any *re-answer the previous turn under a new constraint* behaviour:\n\n1. **Detect the requested response language by meaning** — `detect_response_language`\n queries the `response_language_marker` role from the seed lexicon.\n2. **Confirm this is a re-answer, not a new question** — a seed-grounded\n comprehension-failure marker or a terse (≤ 4 word) language switch with no\n fresh subject.\n3. **Recover the previous user request from history** so the replay sees the same\n context the original answer did.\n4. **Force the target language at the single detection seam** — `set_forced_language`\n installs a thread-local override consulted at the top of `language::detect`,\n restored by an RAII guard.\n5. **Replay the previous request through the whole solver** — the universal\n recursive-reasoning step that generalizes across every intent family.\n6. **Guard recursion and inconclusive replays** — a replay already carries a\n forced language (so it can never re-enter), and unknown/ill-formed/clarify\n replays fall through.\n7. **Splice re-answer provenance** onto the replayed answer's evidence\n (`response_language_followup:target:<lang>`, `language_to:<lang>`,\n `response_language_followup:handler:<intent>`).\n8. **Mirror the handler in the JS worker** so the WASM/browser surface stays in\n parity (R15).\n\n### What the recipe records\n\n| Recipe record | Grounded against |\n| --- | --- |\n| `meta_step` | ordering 1..8 is contiguous; each `seed_file` exists |\n| `meta_role` | `pub const <CONST>: &str = \"<role>\";` in `src/seed/roles/language.rs` and `role <role>` in the seed |\n| `meta_grounding` | a cached Wikidata entity at `data/cache/wikidata/entity/Q<id>.lino`, and the Q-id present in the seed |\n| `meta_function` | `fn <name>` in the named source file |\n| `meta_seam` | the forced-language token in both `src/language.rs` and the JS worker |\n| `meta_parity` | `fn <rust>` in Rust and `function <js>` in the JS worker |\n| `meta_test` | the pinning test file exists and describes what it pins |\n\n### Running it\n\n```sh\n# Verify the response-language recipe still matches the live source:\ncargo test --test unit specification::response_language_meta_algorithm -- --nocapture\n```\n\nBecause this recipe is checked against the source too, the response-language\nfollow-up and its recipe can never silently diverge — the retarget is itself a\nreproducible artifact of the meta-algorithm.\n\n## The document verification meta-algorithm (issue #535)\n\nThe same grounded-recipe discipline records a fourth meta-algorithm: the\n**deterministic document verification** handler that checks an attached\ndocument's originality, authenticity, and facts. The maintainer's framing for\nissue #535 was that a request such as *\"Проверь данный текст на уникальность и\nна плагиат\"* (\"Check this text for uniqueness and plagiarism\") with a text file\nattached must not answer `intent: unknown`; that we must \"fully support attached\nfiles … in Desktop, Telegram bot, and Web app, and in other interface surfaces\",\n\"generalize to all similar requests (the whole class of similar questions) in\nall languages … expressed recursively through meanings (meta language)\", ground\n\"all meanings … in external data sources\", and \"fully use\ngithub.com/link-foundation/relative-meta-logic for relative statements\nprobability\" — trusting original first sources, using \"newspapers/journals for\ntheir original content\", and ignoring \"any unoriginal content or reposting\",\nwith \"every finest detail … tested\". Its recipe lives at\n[`data/meta/document-verification-recipe.lino`](../data/meta/document-verification-recipe.lino)\nand is grounded by\n[`tests/unit/specification/document_verification_meta_algorithm.rs`](../tests/unit/specification/document_verification_meta_algorithm.rs).\n\nThe key move is that the request is recognised **by meaning, not by phrase**: it\nasks the assistant to verify the attached document. Three seed roles must fire —\nthe check/verify action, the subject (plagiarism / originality / uniqueness /\nauthenticity / veracity), and the document (text / article / file, or an\nattachment on its own). All three are seed data grounded in Wikidata\n(`verification and validation` Q953429, `plagiarism` Q164666, `originality`\nQ2914681, `authentication` Q2360032, `fact-checking` Q59555084, `document`\nQ49848) recognised by role — never a hardcoded per-language phrase table\n(issue #386). Because the vocabulary is data, the handler generalises across the\nwhole verification class in every supported language (en/ru/hi/zh) at once. The\nattachment arrives through the **shared attachment context**, so Desktop, the\nTelegram bot, the Web app, and the HTTP/CLI boundary all deliver the same\nverifiable content to one handler.\n\nEach atomic statement in the document is then weighed under\n**relative-meta-logic**: `StatementAssessment::assess` starts every user\nstatement at the assumed-true prior (`ASSUMED_TRUE_PRIOR = 0.6`) and moves it\nonly under evidence, aggregating by `SourceTier` — original first parties (1.0)\nand original journalism (0.85) are trusted, independent corroboration is weaker,\nand unoriginal reposts contribute nothing and are ignored. Wikinews is the\nregistered original-journalism tier, opt-out-able via the\n`externalServiceMediawikiFamily` settings toggle. The whole path is mirrored in\nthe JS worker so the WASM/browser surface stays in parity (R15).\n\n### The eight steps\n\nEach step is one `meta_step` record in the recipe; instantiate them in order to\nadd any *verify the attached content* behaviour:\n\n1. **Recognise the verification request by meaning, not phrase** — all three\n seed roles must fire, queried from the lexicon.\n2. **Ingest the attached document or inline text sample** through the shared\n attachment context, so every interface surface reaches one handler.\n3. **Split the content into atomic statements** so each claim is verified on its\n own rather than the document as a whole.\n4. **Ground each statement in a web-search fact-check query** so the fusion\n layer surfaces original first sources for or against it.\n5. **Weigh the evidence under relative-meta-logic** with the trusted-source tier\n policy (original first sources trusted, unoriginal reposts ignored).\n6. **Consult the registered original-journalism source** (Wikinews), opt-out-able\n from settings.\n7. **Splice the grounded verdict onto the evidence trace** so the trace names\n exactly why each statement was trusted or doubted and which sources moved it.\n8. **Mirror the handler in the JS worker** so the WASM/browser surface stays in\n parity (R15).\n\n### What the recipe records\n\n| Recipe record | Grounded against |\n| --- | --- |\n| `meta_step` | ordering 1..8 is contiguous; each `seed_file` exists |\n| `meta_role` | `pub const <CONST>: &str = \"<role>\";` in `src/seed/roles/intent.rs` and `role <role>` in the seed |\n| `meta_grounding` | a cached Wikidata entity at `data/cache/wikidata/entity/Q<id>.lino`, and the Q-id present in the seed |\n| `meta_function` | `fn <name>` in the named source file; the handler is wired into `src/solver_dispatch.rs` |\n| `meta_parity` | `fn <rust>` in Rust and `function <js>` in the JS worker |\n| `meta_external_service` | `source` + `settings_key` in `data/seed/sources-registry.lino` |\n| `meta_test` | the pinning test file exists and describes what it pins |\n\n### Running it\n\n```sh\n# Verify the document-verification recipe still matches the live source:\ncargo test --test unit specification::document_verification_meta_algorithm -- --nocapture\n```\n\nBecause this recipe is checked against the source too, document verification and\nits recipe can never silently diverge — the handler is itself a reproducible\nartifact of the meta-algorithm.\n", | |
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| [2026-07-03T16:50:20.167Z] [INFO] "text": "This is a large, well-architected \"Formal AI\" project with a meta-algorithm discipline. The user wants generalization to the whole *class* of factual claims (following the project's meta-algorithm), not a hardcoded ETH example. Let me deeply understand the codebase structure before planning." | |
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| [2026-07-03T16:50:20.851Z] [INFO] "content": "1\t//! Document originality / plagiarism checks over supplied text or attachments.\n2\t//!\n3\t//! The recogniser is deliberately role-driven: code names the language-neutral\n4\t//! semantic gates, while every natural-language surface lives in the seed data.\n5\t\n6\tuse crate::engine::SymbolicAnswer;\n7\tuse crate::event_log::EventLog;\n8\tuse crate::language::detect as detect_language;\n9\tuse crate::relative_meta_logic::{SourceTier, ASSUMED_TRUE_PRIOR};\n10\tuse crate::seed::{self, response_for};\n11\tuse crate::statement_verification::{\n12\t assess_market_price_claims, extract_market_price_claims, MarketPriceAssessment,\n13\t StatementVerificationPlan, TRUSTED_SOURCE_POLICY,\n14\t};\n15\t\n16\tuse super::finalize_simple;\n17\tuse super::web_requests::{WEB_SEARCH_PROVIDERS, WEB_SEARCH_RRF_K};\n18\tuse super::web_search_intent::WebSearchQueryKind;\n19\t\n20\tconst TARGET_PLACEHOLDER: &str = concat!(\"{\", \"target\", \"}\");\n21\t\n22\tpub fn try_document_originality_check(\n23\t prompt: &str,\n24\t normalized: &str,\n25\t log: &mut EventLog,\n26\t) -> Option<SymbolicAnswer> {\n27\t let lexicon = seed::lexicon();\n28\t let attachments = extract_attached_file_names(prompt);\n29\t let has_action = lexicon\n30\t .mentions_role(seed::ROLE_DOCUMENT_ORIGINALITY_CHECK_ACTION, normalized)\n31\t || lexicon.mentions_role_raw(seed::ROLE_DOCUMENT_ORIGINALITY_CHECK_ACTION, normalized);\n32\t let has_subject = lexicon.mentions_role(seed::ROLE_DOCUMENT_ORIGINALITY_SUBJECT, normalized)\n33\t || lexicon.mentions_role_raw(seed::ROLE_DOCUMENT_ORIGINALITY_SUBJECT, normalized);\n34\t let has_document = !attachments.is_empty()\n35\t || lexicon.mentions_role(seed::ROLE_DOCUMENT_ORIGINALITY_DOCUMENT, normalized)\n36\t || lexicon.mentions_role_raw(seed::ROLE_DOCUMENT_ORIGINALITY_DOCUMENT, normalized);\n37\t\n38\t if !(has_action && has_subject && has_document) {\n39\t return None;\n40\t }\n41\t\n42\t let language = detect_language(prompt).slug();\n43\t let sample_present = has_text_sample(prompt);\n44\t let query = document_originality_query(prompt, &attachments);\n45\t\n46\t log.append(\"language\", language.to_owned());\n47\t log.append(\"document_originality_check:request\", query.clone());\n48\t for attachment in &attachments {\n49\t log.append(\"document_originality_check:attachment\", attachment.clone());\n50\t log.append(\"read_local_file:request\", attachment.clone());\n51\t }\n52\t if sample_present {\n53\t log.append(\n54\t \"document_originality_check:text_sample\",\n55\t \"present\".to_owned(),\n56\t );\n57\t }\n58\t log.append(\"web_search:request\", query);\n59\t log.append(\n60\t \"web_search:query_kind\",\n61\t WebSearchQueryKind::DocumentOriginalityCheck.as_str(),\n62\t );\n63\t for provider in WEB_SEARCH_PROVIDERS {\n64\t log.append(\"web_search:provider\", (*provider).to_owned());\n65\t }\n66\t log.append(\"web_search:combined\", format!(\"rrf:k={WEB_SEARCH_RRF_K}\"));\n67\t\n68\t let market_assessments = log_statement_verification(prompt, log);\n69\t\n70\t let body =\n71\t document_originality_body(language, &attachments, sample_present, &market_assessments);\n72\t Some(finalize_simple(\n73\t prompt,\n74\t log,\n75\t \"document_originality_check\",\n76\t \"response:document_originality_check\",\n77\t &body,\n78\t 0.84,\n79\t ))\n80\t}\n81\t\n82\tfn extract_attached_file_names(prompt: &str) -> Vec<String> {\n83\t let mut in_section = false;\n84\t let mut names = Vec::new();\n85\t for line in prompt.lines() {\n86\t let trimmed = line.trim();\n87\t if trimmed.eq_ignore_ascii_case(\"Attached files:\") {\n88\t in_section = true;\n89\t continue;\n90\t }\n91\t if !in_section {\n92\t continue;\n93\t }\n94\t if trimmed.is_empty() {\n95\t continue;\n96\t }\n97\t if trimmed.starts_with(\"OCR text:\")\n98\t || trimmed.starts_with(\"Text excerpt:\")\n99\t || trimmed.starts_with(\"Text sample:\")\n100\t || trimmed.starts_with(\"Text omitted:\")\n101\t {\n102\t continue;\n103\t }\n104\t let Some((_, rest)) = trimmed.split_once(\". \") else {\n105\t continue;\n106\t };\n107\t let Some((name, _)) = rest.split_once(\" (\") else {\n108\t continue;\n109\t };\n110\t let name = name.trim();\n111\t if !name.is_empty() {\n112\t names.push(name.to_owned());\n113\t }\n114\t }\n115\t names\n116\t}\n117\t\n118\tfn has_text_sample(prompt: &str) -> bool {\n119\t prompt.lines().any(|line| {\n120\t let trimmed = line.trim();\n121\t trimmed.starts_with(\"OCR text:\")\n122\t || trimmed.starts_with(\"Text excerpt:\")\n123\t || trimmed.starts_with(\"Text sample:\")\n124\t })\n125\t}\n126\t\n127\tfn text_sample(prompt: &str) -> Option<String> {\n128\t full_text_sample(prompt).and_then(|sample| {\n129\t let sample = sample\n130\t .split_whitespace()\n131\t .take(14)\n132\t .collect::<Vec<_>>()\n133\t .join(\" \");\n134\t if sample.is_empty() {\n135\t None\n136\t } else {\n137\t Some(sample)\n138\t }\n139\t })\n140\t}\n141\t\n142\t/// Extract the full (untruncated) text excerpt supplied with the prompt, used\n143\t/// to split individual statements for grounding.\n144\tfn full_text_sample(prompt: &str) -> Option<String> {\n145\t let samples = full_text_samples(prompt);\n146\t if samples.is_empty() {\n147\t None\n148\t } else {\n149\t Some(samples.join(\"\\n\\n\"))\n150\t }\n151\t}\n152\t\n153\tfn full_text_samples(prompt: &str) -> Vec<String> {\n154\t let mut samples = Vec::new();\n155\t let mut current: Option<String> = None;\n156\t for line in prompt.lines() {\n157\t let trimmed = line.trim();\n158\t if let Some(value) = text_sample_prefix_value(trimmed) {\n159\t push_current_text_sample(&mut samples, &mut current);\n160\t current = Some(value.trim().to_owned());\n161\t continue;\n162\t }\n163\t let Some(sample) = current.as_mut() else {\n164\t continue;\n165\t };\n166\t if trimmed.is_empty() || is_attachment_context_boundary(trimmed) {\n167\t push_current_text_sample(&mut samples, &mut current);\n168\t continue;\n169\t }\n170\t if !sample.is_empty() {\n171\t sample.push('\\n');\n172\t }\n173\t sample.push_str(trimmed);\n174\t }\n175\t push_current_text_sample(&mut samples, &mut current);\n176\t samples\n177\t}\n178\t\n179\tfn push_current_text_sample(samples: &mut Vec<String>, current: &mut Option<String>) {\n180\t if let Some(sample) = current.take() {\n181\t let sample = sample.trim();\n182\t if !sample.is_empty() {\n183\t samples.push(sample.to_owned());\n184\t }\n185\t }\n186\t}\n187\t\n188\tfn text_sample_prefix_value(trimmed: &str) -> Option<&str> {\n189\t [\"Text excerpt:\", \"Text sample:\", \"OCR text:\"]\n190\t .into_iter()\n191\t .find_map(|prefix| trimmed.strip_prefix(prefix))\n192\t}\n193\t\n194\tfn is_attachment_context_boundary(trimmed: &str) -> bool {\n195\t trimmed.eq_ignore_ascii_case(\"Attached files:\")\n196\t || is_attachment_file_line(trimmed)\n197\t || trimmed.starts_with(\"Text omitted:\")\n198\t || trimmed.starts_with(\"Text unavailable:\")\n199\t || trimmed.starts_with(\"OCR unavailable:\")\n200\t}\n201\t\n202\tfn is_attachment_file_line(trimmed: &str) -> bool {\n203\t let Some((index, rest)) = trimmed.split_once(\". \") else {\n204\t return false;\n205\t };\n206\t !index.is_empty()\n207\t && index.chars().all(|character| character.is_ascii_digit())\n208\t && rest.contains(\" (\")\n209\t}\n210\t\n211\t/// Replay the per-statement relative-meta-logic verification plan into the\n212\t/// append-only event log. Each statement is assumed true, grounded by a\n213\t/// dedicated web-search query, and weighed under the trusted-source policy —\n214\t/// original first sources first, reposts ignored.\n215\tfn log_statement_verification(prompt: &str, log: &mut EventLog) -> Vec<MarketPriceAssessment> {\n216\t log.append(\n217\t \"relative_meta_logic:assumed_prior\",\n218\t format!(\"{ASSUMED_TRUE_PRIOR:.6}\"),\n219\t );\n220\t for tier in TRUSTED_SOURCE_POLICY {\n221\t log.append(\n222\t \"relative_meta_logic:trusted_source_tier\",\n223\t format!(\"{}:weight={:.6}\", tier.slug(), tier.weight()),\n224\t );\n225\t }\n226\t log.append(\n227\t \"relative_meta_logic:ignored_source_tier\",\n228\t SourceTier::Unoriginal.slug().to_owned(),\n229\t );\n230\t\n231\t let Some(sample) = full_text_sample(prompt) else {\n232\t return Vec::new();\n233\t };\n234\t let plan = StatementVerificationPlan::from_sample(&sample);\n235\t log.append(\n236\t \"statement_verification:statement_count\",\n237\t plan.len().to_string(),\n238\t );\n239\t for statement_plan in &plan.statements {\n240\t log.append(\n241\t \"statement_verification:statement\",\n242\t statement_plan.statement.clone(),\n243\t );\n244\t log.append(\"statement_verification:query\", statement_plan.query.clone());\n245\t log.append(\"web_search:request\", statement_plan.query.clone());\n246\t log.append(\n247\t \"web_search:query_kind\",\n248\t WebSearchQueryKind::DocumentOriginalityCheck.as_str(),\n249\t );\n250\t log.append(\n251\t \"statement_verification:assessment\",\n252\t statement_plan.assessment.trace_payload(),\n253\t );\n254\t }\n255\t\n256\t let claims = extract_market_price_claims(&sample);\n257\t let market_assessments = assess_market_price_claims(&claims);\n258\t if !claims.is_empty() {\n259\t log.append(\"market_price_claim:claim_count\", claims.len().to_string());\n260\t }\n261\t for claim in &claims {\n262\t log.append(\"market_price_claim:claim\", claim.statement.clone());\n263\t log.append(\n264\t \"market_price_claim:asset\",\n265\t format!(\"{} ({})\", claim.asset, claim.asset_label),\n266\t );\n267\t log.append(\"market_price_claim:period\", claim.period.clone());\n268\t log.append(\n269\t \"market_price_claim:claimed_price\",\n270\t format!(\"{} {:.2}\", claim.currency, claim.claimed_price),\n271\t );\n272\t }\n273\t for assessment in &market_assessments {\n274\t log.append(\n275\t \"market_price_claim:source\",\n276\t format!(\"{} {}\", assessment.source_id, assessment.source_url),\n277\t );\n278\t log.append(\n279\t \"market_price_claim:range\",\n280\t format!(\n281\t \"asset={} period={} source={} min={:.2} min_date={} max={:.2} max_date={}\",\n282\t assessment.claim.asset,\n283\t assessment.claim.period,\n284\t assessment.source_id,\n285\t assessment.observed_min_price,\n286\t assessment.observed_min_date,\n287\t assessment.observed_max_price,\n288\t assessment.observed_max_date,\n289\t ),\n290\t );\n291\t log.append(\"market_price_claim:assessment\", assessment.trace_payload());\n292\t }\n293\t market_assessments\n294\t}\n295\t\n296\tfn document_originality_query(prompt: &str, attachments: &[String]) -> String {\n297\t if let Some(sample) = text_sample(prompt) {\n298\t return format!(\"\\\"{sample}\\\" plagiarism originality\");\n299\t }\n300\t if let Some(name) = attachments.first() {\n301\t return format!(\"{name} plagiarism originality uniqueness\");\n302\t }\n303\t \"document plagiarism originality uniqueness\".to_owned()\n304\t}\n305\t\n306\tfn document_originality_body(\n307\t language: &str,\n308\t attachments: &[String],\n309\t sample_present: bool,\n310\t market_assessments: &[MarketPriceAssessment],\n311\t) -> String {\n312\t let target = if attachments.is_empty() {\n313\t \"provided text\".to_owned()\n314\t } else {\n315\t attachments.join(\", \")\n316\t };\n317\t let template_intent = if sample_present {\n318\t \"document_originality_check_sample_present\"\n319\t } else {\n320\t \"document_originality_check_sample_missing\"\n321\t };\n322\t let template = response_for(template_intent, language)\n323\t .or_else(|| response_for(template_intent, \"en\"))\n324\t .unwrap_or_else(|| {\n325\t \"Recognized an originality and plagiarism check for `{target}`.\".to_owned()\n326\t });\n327\t let mut body = template.replace(TARGET_PLACEHOLDER, &target);\n328\t let contradicted = market_assessments\n329\t .iter()\n330\t .filter(|assessment| assessment.status == \"contradicted\")\n331\t .collect::<Vec<_>>();\n332\t if !contradicted.is_empty() {\n333\t let heading = match language {\n334\t \"ru\" => \"Проверка ценовых утверждений\",\n335\t \"hi\" => \"मूल्य दावों की जांच\",\n336\t \"zh\" => \"价格声明核查\",\n337\t _ => \"Price claim check\",\n338\t };\n339\t let summaries = contradicted\n340\t .into_iter()\n341\t .map(|assessment| format!(\"- {}\", assessment.summary_sentence()))\n342\t .collect::<Vec<_>>()\n343\t .join(\"\\n\");\n344\t body = format!(\"{body}\\n\\n{heading}:\\n{summaries}\");\n345\t }\n346\t body\n347\t}\n348\t" | |
| [2026-07-03T16:50:20.851Z] [INFO] } | |
| [2026-07-03T16:50:20.851Z] [INFO] ] | |
| [2026-07-03T16:50:20.851Z] [INFO] }, | |
| [2026-07-03T16:50:20.851Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:50:20.851Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:50:20.851Z] [INFO] "uuid": "7fbd549e-4dae-441f-96b9-81b65178a81d", | |
| [2026-07-03T16:50:20.851Z] [INFO] "timestamp": "2026-07-03T16:50:20.849Z", | |
| [2026-07-03T16:50:20.851Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:50:20.851Z] [INFO] "type": "text", | |
| [2026-07-03T16:50:20.851Z] [INFO] "file": { | |
| [2026-07-03T16:50:20.851Z] [INFO] "filePath": "/tmp/gh-issue-solver-1783097336426/src/solver_handlers/document_originality.rs", | |
| [2026-07-03T16:50:20.851Z] [INFO] "content": "//! Document originality / plagiarism checks over supplied text or attachments.\n//!\n//! The recogniser is deliberately role-driven: code names the language-neutral\n//! semantic gates, while every natural-language surface lives in the seed data.\n\nuse crate::engine::SymbolicAnswer;\nuse crate::event_log::EventLog;\nuse crate::language::detect as detect_language;\nuse crate::relative_meta_logic::{SourceTier, ASSUMED_TRUE_PRIOR};\nuse crate::seed::{self, response_for};\nuse crate::statement_verification::{\n assess_market_price_claims, extract_market_price_claims, MarketPriceAssessment,\n StatementVerificationPlan, TRUSTED_SOURCE_POLICY,\n};\n\nuse super::finalize_simple;\nuse super::web_requests::{WEB_SEARCH_PROVIDERS, WEB_SEARCH_RRF_K};\nuse super::web_search_intent::WebSearchQueryKind;\n\nconst TARGET_PLACEHOLDER: &str = concat!(\"{\", \"target\", \"}\");\n\npub fn try_document_originality_check(\n prompt: &str,\n normalized: &str,\n log: &mut EventLog,\n) -> Option<SymbolicAnswer> {\n let lexicon = seed::lexicon();\n let attachments = extract_attached_file_names(prompt);\n let has_action = lexicon\n .mentions_role(seed::ROLE_DOCUMENT_ORIGINALITY_CHECK_ACTION, normalized)\n || lexicon.mentions_role_raw(seed::ROLE_DOCUMENT_ORIGINALITY_CHECK_ACTION, normalized);\n let has_subject = lexicon.mentions_role(seed::ROLE_DOCUMENT_ORIGINALITY_SUBJECT, normalized)\n || lexicon.mentions_role_raw(seed::ROLE_DOCUMENT_ORIGINALITY_SUBJECT, normalized);\n let has_document = !attachments.is_empty()\n || lexicon.mentions_role(seed::ROLE_DOCUMENT_ORIGINALITY_DOCUMENT, normalized)\n || lexicon.mentions_role_raw(seed::ROLE_DOCUMENT_ORIGINALITY_DOCUMENT, normalized);\n\n if !(has_action && has_subject && has_document) {\n return None;\n }\n\n let language = detect_language(prompt).slug();\n let sample_present = has_text_sample(prompt);\n let query = document_originality_query(prompt, &attachments);\n\n log.append(\"language\", language.to_owned());\n log.append(\"document_originality_check:request\", query.clone());\n for attachment in &attachments {\n log.append(\"document_originality_check:attachment\", attachment.clone());\n log.append(\"read_local_file:request\", attachment.clone());\n }\n if sample_present {\n log.append(\n \"document_originality_check:text_sample\",\n \"present\".to_owned(),\n );\n }\n log.append(\"web_search:request\", query);\n log.append(\n \"web_search:query_kind\",\n WebSearchQueryKind::DocumentOriginalityCheck.as_str(),\n );\n for provider in WEB_SEARCH_PROVIDERS {\n log.append(\"web_search:provider\", (*provider).to_owned());\n }\n log.append(\"web_search:combined\", format!(\"rrf:k={WEB_SEARCH_RRF_K}\"));\n\n let market_assessments = log_statement_verification(prompt, log);\n\n let body =\n document_originality_body(language, &attachments, sample_present, &market_assessments);\n Some(finalize_simple(\n prompt,\n log,\n \"document_originality_check\",\n \"response:document_originality_check\",\n &body,\n 0.84,\n ))\n}\n\nfn extract_attached_file_names(prompt: &str) -> Vec<String> {\n let mut in_section = false;\n let mut names = Vec::new();\n for line in prompt.lines() {\n let trimmed = line.trim();\n if trimmed.eq_ignore_ascii_case(\"Attached files:\") {\n in_section = true;\n continue;\n }\n if !in_section {\n continue;\n }\n if trimmed.is_empty() {\n continue;\n }\n if trimmed.starts_with(\"OCR text:\")\n || trimmed.starts_with(\"Text excerpt:\")\n || trimmed.starts_with(\"Text sample:\")\n || trimmed.starts_with(\"Text omitted:\")\n {\n continue;\n }\n let Some((_, rest)) = trimmed.split_once(\". \") else {\n continue;\n };\n let Some((name, _)) = rest.split_once(\" (\") else {\n continue;\n };\n let name = name.trim();\n if !name.is_empty() {\n names.push(name.to_owned());\n }\n }\n names\n}\n\nfn has_text_sample(prompt: &str) -> bool {\n prompt.lines().any(|line| {\n let trimmed = line.trim();\n trimmed.starts_with(\"OCR text:\")\n || trimmed.starts_with(\"Text excerpt:\")\n || trimmed.starts_with(\"Text sample:\")\n })\n}\n\nfn text_sample(prompt: &str) -> Option<String> {\n full_text_sample(prompt).and_then(|sample| {\n let sample = sample\n .split_whitespace()\n .take(14)\n .collect::<Vec<_>>()\n .join(\" \");\n if sample.is_empty() {\n None\n } else {\n Some(sample)\n }\n })\n}\n\n/// Extract the full (untruncated) text excerpt supplied with the prompt, used\n/// to split individual statements for grounding.\nfn full_text_sample(prompt: &str) -> Option<String> {\n let samples = full_text_samples(prompt);\n if samples.is_empty() {\n None\n } else {\n Some(samples.join(\"\\n\\n\"))\n }\n}\n\nfn full_text_samples(prompt: &str) -> Vec<String> {\n let mut samples = Vec::new();\n let mut current: Option<String> = None;\n for line in prompt.lines() {\n let trimmed = line.trim();\n if let Some(value) = text_sample_prefix_value(trimmed) {\n push_current_text_sample(&mut samples, &mut current);\n current = Some(value.trim().to_owned());\n continue;\n }\n let Some(sample) = current.as_mut() else {\n continue;\n };\n if trimmed.is_empty() || is_attachment_context_boundary(trimmed) {\n push_current_text_sample(&mut samples, &mut current);\n continue;\n }\n if !sample.is_empty() {\n sample.push('\\n');\n }\n sample.push_str(trimmed);\n }\n push_current_text_sample(&mut samples, &mut current);\n samples\n}\n\nfn push_current_text_sample(samples: &mut Vec<String>, current: &mut Option<String>) {\n if let Some(sample) = current.take() {\n let sample = sample.trim();\n if !sample.is_empty() {\n samples.push(sample.to_owned());\n }\n }\n}\n\nfn text_sample_prefix_value(trimmed: &str) -> Option<&str> {\n [\"Text excerpt:\", \"Text sample:\", \"OCR text:\"]\n .into_iter()\n .find_map(|prefix| trimmed.strip_prefix(prefix))\n}\n\nfn is_attachment_context_boundary(trimmed: &str) -> bool {\n trimmed.eq_ignore_ascii_case(\"Attached files:\")\n || is_attachment_file_line(trimmed)\n || trimmed.starts_with(\"Text omitted:\")\n || trimmed.starts_with(\"Text unavailable:\")\n || trimmed.starts_with(\"OCR unavailable:\")\n}\n\nfn is_attachment_file_line(trimmed: &str) -> bool {\n let Some((index, rest)) = trimmed.split_once(\". \") else {\n return false;\n };\n !index.is_empty()\n && index.chars().all(|character| character.is_ascii_digit())\n && rest.contains(\" (\")\n}\n\n/// Replay the per-statement relative-meta-logic verification plan into the\n/// append-only event log. Each statement is assumed true, grounded by a\n/// dedicated web-search query, and weighed under the trusted-source policy —\n/// original first sources first, reposts ignored.\nfn log_statement_verification(prompt: &str, log: &mut EventLog) -> Vec<MarketPriceAssessment> {\n log.append(\n \"relative_meta_logic:assumed_prior\",\n format!(\"{ASSUMED_TRUE_PRIOR:.6}\"),\n );\n for tier in TRUSTED_SOURCE_POLICY {\n log.append(\n \"relative_meta_logic:trusted_source_tier\",\n format!(\"{}:weight={:.6}\", tier.slug(), tier.weight()),\n );\n }\n log.append(\n \"relative_meta_logic:ignored_source_tier\",\n SourceTier::Unoriginal.slug().to_owned(),\n );\n\n let Some(sample) = full_text_sample(prompt) else {\n return Vec::new();\n };\n let plan = StatementVerificationPlan::from_sample(&sample);\n log.append(\n \"statement_verification:statement_count\",\n plan.len().to_string(),\n );\n for statement_plan in &plan.statements {\n log.append(\n \"statement_verification:statement\",\n statement_plan.statement.clone(),\n );\n log.append(\"statement_verification:query\", statement_plan.query.clone());\n log.append(\"web_search:request\", statement_plan.query.clone());\n log.append(\n \"web_search:query_kind\",\n WebSearchQueryKind::DocumentOriginalityCheck.as_str(),\n );\n log.append(\n \"statement_verification:assessment\",\n statement_plan.assessment.trace_payload(),\n );\n }\n\n let claims = extract_market_price_claims(&sample);\n let market_assessments = assess_market_price_claims(&claims);\n if !claims.is_empty() {\n log.append(\"market_price_claim:claim_count\", claims.len().to_string());\n }\n for claim in &claims {\n log.append(\"market_price_claim:claim\", claim.statement.clone());\n log.append(\n \"market_price_claim:asset\",\n format!(\"{} ({})\", claim.asset, claim.asset_label),\n );\n log.append(\"market_price_claim:period\", claim.period.clone());\n log.append(\n \"market_price_claim:claimed_price\",\n format!(\"{} {:.2}\", claim.currency, claim.claimed_price),\n );\n }\n for assessment in &market_assessments {\n log.append(\n \"market_price_claim:source\",\n format!(\"{} {}\", assessment.source_id, assessment.source_url),\n );\n log.append(\n \"market_price_claim:range\",\n format!(\n \"asset={} period={} source={} min={:.2} min_date={} max={:.2} max_date={}\",\n assessment.claim.asset,\n assessment.claim.period,\n assessment.source_id,\n assessment.observed_min_price,\n assessment.observed_min_date,\n assessment.observed_max_price,\n assessment.observed_max_date,\n ),\n );\n log.append(\"market_price_claim:assessment\", assessment.trace_payload());\n }\n market_assessments\n}\n\nfn document_originality_query(prompt: &str, attachments: &[String]) -> String {\n if let Some(sample) = text_sample(prompt) {\n return format!(\"\\\"{sample}\\\" plagiarism originality\");\n }\n if let Some(name) = attachments.first() {\n return format!(\"{name} plagiarism originality uniqueness\");\n }\n \"document plagiarism originality uniqueness\".to_owned()\n}\n\nfn document_originality_body(\n language: &str,\n attachments: &[String],\n sample_present: bool,\n market_assessments: &[MarketPriceAssessment],\n) -> String {\n let target = if attachments.is_empty() {\n \"provided text\".to_owned()\n } else {\n attachments.join(\", \")\n };\n let template_intent = if sample_present {\n \"document_originality_check_sample_present\"\n } else {\n \"document_originality_check_sample_missing\"\n };\n let template = response_for(template_intent, language)\n .or_else(|| response_for(template_intent, \"en\"))\n .unwrap_or_else(|| {\n \"Recognized an originality and plagiarism check for `{target}`.\".to_owned()\n });\n let mut body = template.replace(TARGET_PLACEHOLDER, &target);\n let contradicted = market_assessments\n .iter()\n .filter(|assessment| assessment.status == \"contradicted\")\n .collect::<Vec<_>>();\n if !contradicted.is_empty() {\n let heading = match language {\n \"ru\" => \"Проверка ценовых утверждений\",\n \"hi\" => \"मूल्य दावों की जांच\",\n \"zh\" => \"价格声明核查\",\n _ => \"Price claim check\",\n };\n let summaries = contradicted\n .into_iter()\n .map(|assessment| format!(\"- {}\", assessment.summary_sentence()))\n .collect::<Vec<_>>()\n .join(\"\\n\");\n body = format!(\"{body}\\n\\n{heading}:\\n{summaries}\");\n }\n body\n}\n", | |
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| [2026-07-03T16:50:34.203Z] [INFO] "type": "text", | |
| [2026-07-03T16:50:34.203Z] [INFO] "text": "The existing implementation hardcodes ETH aliases and a single market reference in Rust — which violates the project's core convention (issue #386: \"No per-language phrase list ever lives in Rust\") and doesn't follow the meta-algorithm discipline. That's exactly the gap the user is flagging. Let me map the seed/data infrastructure to plan a proper data-driven generalization." | |
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| [2026-07-03T16:50:37.481Z] [INFO] "is_error": false | |
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| [2026-07-03T16:50:37.481Z] [INFO] ] | |
| [2026-07-03T16:50:37.481Z] [INFO] }, | |
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| [2026-07-03T16:50:37.481Z] [INFO] "timestamp": "2026-07-03T16:50:37.477Z", | |
| [2026-07-03T16:50:37.481Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:50:37.481Z] [INFO] "stdout": "=== data/ tree (2 levels) ===\ndata\ndata/agentic-coding\ndata/benchmarks\ndata/cache\ndata/cache/wikidata\ndata/cache/wiktionary\ndata/cache/wordnet\ndata/meta\ndata/overrides\ndata/overrides/wikidata\ndata/overrides/wiktionary\ndata/parity\ndata/seed\ndata/view\ndata/view/en\n=== data/meta ===\ntotal 92\ndrwxr-xr-x 2 box box 4096 Jul 3 16:49 .\ndrwxr-xr-x 10 box box 4096 Jul 3 16:49 ..\n-rw-r--r-- 1 box box 10469 Jul 3 16:49 agentic-coding-recipe.lino\n-rw-r--r-- 1 box box 4568 Jul 3 16:49 cue-lexicon.lino\n-rw-r--r-- 1 box box 14114 Jul 3 16:49 document-verification-recipe.lino\n-rw-r--r-- 1 box box 10192 Jul 3 16:49 procedural-howto-recipe.lino\n-rw-r--r-- 1 box box 14638 Jul 3 16:49 recursive-core-recipe.lino\n-rw-r--r-- 1 box box 11988 Jul 3 16:49 response-language-followup-recipe.lino\n-rw-r--r-- 1 box box 3073 Jul 3 16:49 route-method-aliases.lino\n-rw-r--r-- 1 box box 2056 Jul 3 16:49 self-ast.lino\n=== data/seed ===\ntotal 916\ndrwxr-xr-x 2 box box 4096 Jul 3 16:49 .\ndrwxr-xr-x 10 box box 4096 Jul 3 16:49 ..\n-rw-r--r-- 1 box box 770 Jul 3 16:49 agent-info.lino\n-rw-r--r-- 1 box box 1540 Jul 3 16:49 brainstorm-seeds.lino\n-rw-r--r-- 1 box box 3475 Jul 3 16:49 client-integrations.lino\n-rw-r--r-- 1 box box 28620 Jul 3 16:49 closure-generated-01.lino\n-rw-r--r-- 1 box box 40643 Jul 3 16:49 closure-generated-02.lino\n-rw-r--r-- 1 box box 17852 Jul 3 16:49 closure-generated-03.lino\n-rw-r--r-- 1 box box 17114 Jul 3 16:49 coding-idioms.lino\n-rw-r--r-- 1 box box 3161 Jul 3 16:49 concept-contexts.lino\n-rw-r--r-- 1 box box 58914 Jul 3 16:49 concepts.lino\n-rw-r--r-- 1 box box 2575 Jul 3 16:49 coreference.lino\n-rw-r--r-- 1 box box 1525 Jul 3 16:49 demo-dialogs.lino\n-rw-r--r-- 1 box box 8412 Jul 3 16:49 environments.lino\n-rw-r--r-- 1 box box 30128 Jul 3 16:49 facts.lino\n-rw-r--r-- 1 box box 2598 Jul 3 16:49 greetings.lino\n-rw-r--r-- 1 box box 45842 Jul 3 16:49 hello-world-programs.lino\n-rw-r--r-- 1 box box 863 Jul 3 16:49 identity.lino\n-rw-r--r-- 1 box box 13805 Jul 3 16:49 intent-routing.lino\n-rw-r--r-- 1 box box 779 Jul 3 16:49 language-detection.lino\n-rw-r--r-- 1 box box 5787 Jul 3 16:49 meanings-behavior-rules.lino\n-rw-r--r-- 1 box box 11673 Jul 3 16:49 meanings-calculator.lino\n-rw-r--r-- 1 box box 12619 Jul 3 16:49 meanings-calendar.lino\n-rw-r--r-- 1 box box 15849 Jul 3 16:49 meanings-coding-catalog.lino\n-rw-r--r-- 1 box box 11553 Jul 3 16:49 meanings-conversation.lino\n-rw-r--r-- 1 box box 3101 Jul 3 16:49 meanings-definition-merge.lino\n-rw-r--r-- 1 box box 1315 Jul 3 16:49 meanings-docs.lino\n-rw-r--r-- 1 box box 5951 Jul 3 16:49 meanings-facts.lino\n-rw-r--r-- 1 box box 17500 Jul 3 16:49 meanings-feature-capability.lino\n-rw-r--r-- 1 box box 4150 Jul 3 16:49 meanings-finance.lino\n-rw-r--r-- 1 box box 13917 Jul 3 16:49 meanings-how.lino\n-rw-r--r-- 1 box box 20075 Jul 3 16:49 meanings-intent.lino\n-rw-r--r-- 1 box box 7613 Jul 3 16:49 meanings-lexical-meta.lino\n-rw-r--r-- 1 box box 16226 Jul 3 16:49 meanings-links-root.lino\n-rw-r--r-- 1 box box 5405 Jul 3 16:49 meanings-meta.lino\n-rw-r--r-- 1 box box 4486 Jul 3 16:49 meanings-ontology.lino\n-rw-r--r-- 1 box box 1665 Jul 3 16:49 meanings-playwright.lino\n-rw-r--r-- 1 box box 2471 Jul 3 16:49 meanings-policy.lino\n-rw-r--r-- 1 box box 7402 Jul 3 16:49 meanings-program-synthesis.lino", | |
| [2026-07-03T16:50:37.481Z] [INFO] "stderr": "", | |
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| [2026-07-03T16:50:37.494Z] [INFO] [log_db83a9] sending request { | |
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| [2026-07-03T16:50:37.496Z] [INFO] body: { | |
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| [2026-07-03T16:50:37.498Z] [INFO] ], | |
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| [2026-07-03T16:50:37.500Z] [INFO] timeout: 600000, | |
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| [2026-07-03T16:50:46.309Z] [INFO] "text": "There's already a `meanings-finance.lino` and `facts.lino`. Let me examine the seed data infrastructure and an example recipe to understand the data-driven pattern." | |
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| [2026-07-03T16:50:46.380Z] [INFO] "content": "1\tmeanings\n2\t investment\n3\t grounded-in Q4290\n4\t defined-by money\n5\t defined-by action\n6\t role investment_cue\n7\t lexeme en\n8\t surface\n9\t text invest\n10\t surface\n11\t text investment\n12\t lexeme ru\n13\t surface\n14\t text инвестир\n15\t surface\n16\t text инвестиц\n17\t lexeme hi\n18\t surface\n19\t text निवेश\n20\t lexeme zh\n21\t surface\n22\t text 投资\n23\t interest_finance\n24\t grounded-in Q170924\n25\t defined-by money\n26\t role interest_cue\n27\t lexeme en\n28\t surface\n29\t text interest\n30\t lexeme ru\n31\t surface\n32\t text процент\n33\t lexeme hi\n34\t surface\n35\t text ब्याज\n36\t lexeme zh\n37\t surface\n38\t text 利息\n39\t compounding\n40\t grounded-in Q959606\n41\t defined-by action\n42\t defined-by money\n43\t role compounding_action_cue\n44\t lexeme en\n45\t surface\n46\t text compound\n47\t lexeme ru\n48\t surface\n49\t text \"сложный процент\"\n50\t surface\n51\t text капитализаци\n52\t lexeme hi\n53\t surface\n54\t text चक्रवृद्धि\n55\t lexeme zh\n56\t surface\n57\t text 复利\n58\t compounding_monthly\n59\t defined-by compounding\n60\t role compounding_frequency_cue\n61\t lexeme en\n62\t surface\n63\t text monthly\n64\t lexeme ru\n65\t surface\n66\t text ежемесячн\n67\t lexeme hi\n68\t surface\n69\t text मासिक\n70\t lexeme zh\n71\t surface\n72\t text 每月\n73\t compounding_quarterly\n74\t defined-by compounding\n75\t role compounding_frequency_cue\n76\t lexeme en\n77\t surface\n78\t text quarterly\n79\t lexeme ru\n80\t surface\n81\t text ежеквартальн\n82\t lexeme hi\n83\t surface\n84\t text त्रैमासिक\n85\t lexeme zh\n86\t surface\n87\t text 每季度\n88\t compounding_weekly\n89\t defined-by compounding\n90\t role compounding_frequency_cue\n91\t lexeme en\n92\t surface\n93\t text weekly\n94\t lexeme ru\n95\t surface\n96\t text еженедельн\n97\t lexeme hi\n98\t surface\n99\t text साप्ताहिक\n100\t lexeme zh\n101\t surface\n102\t text 每周\n103\t compounding_daily\n104\t defined-by compounding\n105\t role compounding_frequency_cue\n106\t lexeme en\n107\t surface\n108\t text daily\n109\t lexeme ru\n110\t surface\n111\t text ежедневн\n112\t lexeme hi\n113\t surface\n114\t text दैनिक\n115\t lexeme zh\n116\t surface\n117\t text 每日\n118\t compounding_annual\n119\t defined-by compounding\n120\t role compounding_frequency_cue\n121\t lexeme en\n122\t surface\n123\t text annually\n124\t surface\n125\t text yearly\n126\t lexeme ru\n127\t surface\n128\t text ежегодн\n129\t lexeme hi\n130\t surface\n131\t text वार्षिक\n132\t lexeme zh\n133\t surface\n134\t text 每年\n135\t live_rate_freshness\n136\t defined-by exchange_rate\n137\t defined-by concept\n138\t role live_rate_freshness_cue\n139\t lexeme en\n140\t surface\n141\t text web\n142\t surface\n143\t text \"current exchange\"\n144\t surface\n145\t text \"current rate\"\n146\t surface\n147\t text \"exchange rate\"\n148\t lexeme ru\n149\t surface\n150\t text \"текущий курс\"\n151\t surface\n152\t text \"актуальный курс\"\n153\t lexeme hi\n154\t surface\n155\t text \"वर्तमान दर\"\n156\t lexeme zh\n157\t surface\n158\t text 实时汇率\n159\t year_period\n160\t grounded-in Q577\n161\t defined-by concept\n162\t role year_unit_cue\n163\t lexeme en\n164\t surface\n165\t text year\n166\t lexeme ru\n167\t surface\n168\t text год\n169\t surface\n170\t text лет\n171\t lexeme hi\n172\t surface\n173\t text वर्ष\n174\t lexeme zh\n175\t surface\n176\t text 年\n177\t conversion_action\n178\t defined-by action\n179\t defined-by money\n180\t role conversion_action_cue\n181\t lexeme en\n182\t surface\n183\t text convert\n184\t lexeme ru\n185\t surface\n186\t text конвертир\n187\t lexeme hi\n188\t surface\n189\t text परिवर्तित\n190\t lexeme zh\n191\t surface\n192\t text 转换\n193\t final_amount\n194\t defined-by money\n195\t role final_amount_reference\n196\t lexeme en\n197\t surface\n198\t text \"final amount\"\n199\t lexeme ru\n200\t surface\n201\t text \"итоговая сумма\"\n202\t lexeme hi\n203\t surface\n204\t text \"अंतिम राशि\"\n205\t lexeme zh\n206\t surface\n207\t text 最终金额\n208\t" | |
| [2026-07-03T16:50:46.380Z] [INFO] } | |
| [2026-07-03T16:50:46.380Z] [INFO] ] | |
| [2026-07-03T16:50:46.380Z] [INFO] }, | |
| [2026-07-03T16:50:46.380Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:50:46.380Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:50:46.380Z] [INFO] "uuid": "30e2b824-5bfe-4f64-a326-db30dce2a186", | |
| [2026-07-03T16:50:46.380Z] [INFO] "timestamp": "2026-07-03T16:50:46.378Z", | |
| [2026-07-03T16:50:46.380Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:50:46.380Z] [INFO] "type": "text", | |
| [2026-07-03T16:50:46.380Z] [INFO] "file": { | |
| [2026-07-03T16:50:46.380Z] [INFO] "filePath": "/tmp/gh-issue-solver-1783097336426/data/seed/meanings-finance.lino", | |
| [2026-07-03T16:50:46.380Z] [INFO] "content": "meanings\n investment\n grounded-in Q4290\n defined-by money\n defined-by action\n role investment_cue\n lexeme en\n surface\n text invest\n surface\n text investment\n lexeme ru\n surface\n text инвестир\n surface\n text инвестиц\n lexeme hi\n surface\n text निवेश\n lexeme zh\n surface\n text 投资\n interest_finance\n grounded-in Q170924\n defined-by money\n role interest_cue\n lexeme en\n surface\n text interest\n lexeme ru\n surface\n text процент\n lexeme hi\n surface\n text ब्याज\n lexeme zh\n surface\n text 利息\n compounding\n grounded-in Q959606\n defined-by action\n defined-by money\n role compounding_action_cue\n lexeme en\n surface\n text compound\n lexeme ru\n surface\n text \"сложный процент\"\n surface\n text капитализаци\n lexeme hi\n surface\n text चक्रवृद्धि\n lexeme zh\n surface\n text 复利\n compounding_monthly\n defined-by compounding\n role compounding_frequency_cue\n lexeme en\n surface\n text monthly\n lexeme ru\n surface\n text ежемесячн\n lexeme hi\n surface\n text मासिक\n lexeme zh\n surface\n text 每月\n compounding_quarterly\n defined-by compounding\n role compounding_frequency_cue\n lexeme en\n surface\n text quarterly\n lexeme ru\n surface\n text ежеквартальн\n lexeme hi\n surface\n text त्रैमासिक\n lexeme zh\n surface\n text 每季度\n compounding_weekly\n defined-by compounding\n role compounding_frequency_cue\n lexeme en\n surface\n text weekly\n lexeme ru\n surface\n text еженедельн\n lexeme hi\n surface\n text साप्ताहिक\n lexeme zh\n surface\n text 每周\n compounding_daily\n defined-by compounding\n role compounding_frequency_cue\n lexeme en\n surface\n text daily\n lexeme ru\n surface\n text ежедневн\n lexeme hi\n surface\n text दैनिक\n lexeme zh\n surface\n text 每日\n compounding_annual\n defined-by compounding\n role compounding_frequency_cue\n lexeme en\n surface\n text annually\n surface\n text yearly\n lexeme ru\n surface\n text ежегодн\n lexeme hi\n surface\n text वार्षिक\n lexeme zh\n surface\n text 每年\n live_rate_freshness\n defined-by exchange_rate\n defined-by concept\n role live_rate_freshness_cue\n lexeme en\n surface\n text web\n surface\n text \"current exchange\"\n surface\n text \"current rate\"\n surface\n text \"exchange rate\"\n lexeme ru\n surface\n text \"текущий курс\"\n surface\n text \"актуальный курс\"\n lexeme hi\n surface\n text \"वर्तमान दर\"\n lexeme zh\n surface\n text 实时汇率\n year_period\n grounded-in Q577\n defined-by concept\n role year_unit_cue\n lexeme en\n surface\n text year\n lexeme ru\n surface\n text год\n surface\n text лет\n lexeme hi\n surface\n text वर्ष\n lexeme zh\n surface\n text 年\n conversion_action\n defined-by action\n defined-by money\n role conversion_action_cue\n lexeme en\n surface\n text convert\n lexeme ru\n surface\n text конвертир\n lexeme hi\n surface\n text परिवर्तित\n lexeme zh\n surface\n text 转换\n final_amount\n defined-by money\n role final_amount_reference\n lexeme en\n surface\n text \"final amount\"\n lexeme ru\n surface\n text \"итоговая сумма\"\n lexeme hi\n surface\n text \"अंतिम राशि\"\n lexeme zh\n surface\n text 最终金额\n", | |
| [2026-07-03T16:50:46.380Z] [INFO] "numLines": 208, | |
| [2026-07-03T16:50:46.380Z] [INFO] "startLine": 1, | |
| [2026-07-03T16:50:46.380Z] [INFO] "totalLines": 208 | |
| [2026-07-03T16:50:46.380Z] [INFO] } | |
| [2026-07-03T16:50:46.380Z] [INFO] } | |
| [2026-07-03T16:50:46.380Z] [INFO] } | |
| [2026-07-03T16:50:46.617Z] [INFO] { | |
| [2026-07-03T16:50:46.617Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:50:46.617Z] [INFO] "message": { | |
| [2026-07-03T16:50:46.617Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:50:46.617Z] [INFO] "id": "msg_016vY3ZvUsrggiif3sNsiqSL", | |
| [2026-07-03T16:50:46.617Z] [INFO] "type": "message", | |
| [2026-07-03T16:50:46.617Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:50:46.617Z] [INFO] "content": [ | |
| [2026-07-03T16:50:46.617Z] [INFO] { | |
| [2026-07-03T16:50:46.617Z] [INFO] "type": "tool_use", | |
| [2026-07-03T16:50:46.617Z] [INFO] "id": "toolu_014qgyTo4ZxxvVn4xTdLHLWK", | |
| [2026-07-03T16:50:46.617Z] [INFO] "name": "Bash", | |
| [2026-07-03T16:50:46.617Z] [INFO] "input": { | |
| [2026-07-03T16:50:46.617Z] [INFO] "command": "echo \"=== sources-registry (finance/market grep) ===\" && grep -in \"market\\|price\\|binance\\|coingecko\\|finance\\|crypto\\|eth\\|bitcoin\" data/seed/sources-registry.lino | head -40 && echo \"=== meanings-facts head ===\" && head -60 data/seed/meanings-facts.lino", | |
| [2026-07-03T16:50:46.617Z] [INFO] "description": "Inspect sources registry and facts meanings" | |
| [2026-07-03T16:50:46.617Z] [INFO] }, | |
| [2026-07-03T16:50:46.617Z] [INFO] "caller": { | |
| [2026-07-03T16:50:46.617Z] [INFO] "type": "direct" | |
| [2026-07-03T16:50:46.617Z] [INFO] } | |
| [2026-07-03T16:50:46.617Z] [INFO] } | |
| [2026-07-03T16:50:46.617Z] [INFO] ], | |
| [2026-07-03T16:50:46.617Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:50:46.617Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:50:46.617Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:50:46.617Z] [INFO] "usage": { | |
| [2026-07-03T16:50:46.617Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:50:46.617Z] [INFO] "cache_creation_input_tokens": 3025, | |
| [2026-07-03T16:50:46.617Z] [INFO] "cache_read_input_tokens": 59083, | |
| [2026-07-03T16:50:46.617Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:50:46.617Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:50:46.617Z] [INFO] "ephemeral_1h_input_tokens": 3025 | |
| [2026-07-03T16:50:46.617Z] [INFO] }, | |
| [2026-07-03T16:50:46.617Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:50:46.617Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:50:46.617Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:50:46.617Z] [INFO] }, | |
| [2026-07-03T16:50:46.617Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:50:46.617Z] [INFO] "context_management": null | |
| [2026-07-03T16:50:46.617Z] [INFO] }, | |
| [2026-07-03T16:50:46.617Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:50:46.617Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:50:46.617Z] [INFO] "uuid": "d269ec94-63ae-4e1a-9c1b-c4fa7ef2287d", | |
| [2026-07-03T16:50:46.617Z] [INFO] "request_id": "req_011CcfU9aS8zwT5kYnyAS7qX" | |
| [2026-07-03T16:50:46.617Z] [INFO] } | |
| [2026-07-03T16:50:47.769Z] [INFO] { | |
| [2026-07-03T16:50:47.769Z] [INFO] "type": "user", | |
| [2026-07-03T16:50:47.769Z] [INFO] "message": { | |
| [2026-07-03T16:50:47.769Z] [INFO] "role": "user", | |
| [2026-07-03T16:50:47.769Z] [INFO] "content": [ | |
| [2026-07-03T16:50:47.769Z] [INFO] { | |
| [2026-07-03T16:50:47.769Z] [INFO] "tool_use_id": "toolu_014qgyTo4ZxxvVn4xTdLHLWK", | |
| [2026-07-03T16:50:47.769Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:50:47.769Z] [INFO] "content": "=== sources-registry (finance/market grep) ===\n=== meanings-facts head ===\nmeanings\n knowledge_relation\n defined-by knowledge_subject\n defined-by knowledge_value\n defined-by relation\n role knowledge_relation\n lexeme en\n surface\n text relation\n surface\n text property\n lexeme ru\n surface\n text отношение\n surface\n text свойство\n lexeme hi\n surface\n text संबंध\n surface\n text गुण\n lexeme zh\n surface\n text 关系\n surface\n text 属性\n knowledge_subject\n defined-by knowledge_relation\n role knowledge_subject\n lexeme en\n surface\n text subject\n surface\n text entity\n surface\n text topic\n lexeme ru\n surface\n text субъект\n surface\n text сущность\n surface\n text предмет\n lexeme hi\n surface\n text विषय\n surface\n text इकाई\n lexeme zh\n surface\n text 主体\n surface\n text 实体\n knowledge_value\n defined-by knowledge_relation\n role knowledge_value\n lexeme en\n surface\n text value\n surface", | |
| [2026-07-03T16:50:47.769Z] [INFO] "is_error": false | |
| [2026-07-03T16:50:47.769Z] [INFO] } | |
| [2026-07-03T16:50:47.769Z] [INFO] ] | |
| [2026-07-03T16:50:47.769Z] [INFO] }, | |
| [2026-07-03T16:50:47.769Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:50:47.769Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:50:47.769Z] [INFO] "uuid": "e04bb786-6569-4e38-9458-d526fe4a4471", | |
| [2026-07-03T16:50:47.769Z] [INFO] "timestamp": "2026-07-03T16:50:47.767Z", | |
| [2026-07-03T16:50:47.769Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:50:47.769Z] [INFO] "stdout": "=== sources-registry (finance/market grep) ===\n=== meanings-facts head ===\nmeanings\n knowledge_relation\n defined-by knowledge_subject\n defined-by knowledge_value\n defined-by relation\n role knowledge_relation\n lexeme en\n surface\n text relation\n surface\n text property\n lexeme ru\n surface\n text отношение\n surface\n text свойство\n lexeme hi\n surface\n text संबंध\n surface\n text गुण\n lexeme zh\n surface\n text 关系\n surface\n text 属性\n knowledge_subject\n defined-by knowledge_relation\n role knowledge_subject\n lexeme en\n surface\n text subject\n surface\n text entity\n surface\n text topic\n lexeme ru\n surface\n text субъект\n surface\n text сущность\n surface\n text предмет\n lexeme hi\n surface\n text विषय\n surface\n text इकाई\n lexeme zh\n surface\n text 主体\n surface\n text 实体\n knowledge_value\n defined-by knowledge_relation\n role knowledge_value\n lexeme en\n surface\n text value\n surface", | |
| [2026-07-03T16:50:47.769Z] [INFO] "stderr": "", | |
| [2026-07-03T16:50:47.769Z] [INFO] "interrupted": false, | |
| [2026-07-03T16:50:47.769Z] [INFO] "isImage": false, | |
| [2026-07-03T16:50:47.769Z] [INFO] "noOutputExpected": false | |
| [2026-07-03T16:50:47.769Z] [INFO] } | |
| [2026-07-03T16:50:47.769Z] [INFO] } | |
| [2026-07-03T16:50:47.783Z] [INFO] [log_e89fdc] sending request { | |
| [2026-07-03T16:50:47.784Z] [INFO] method: "post", | |
| [2026-07-03T16:50:47.784Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:50:47.784Z] [INFO] options: { | |
| [2026-07-03T16:50:47.785Z] [INFO] method: "post", | |
| [2026-07-03T16:50:47.785Z] [INFO] path: "/v1/messages?beta=true", | |
| [2026-07-03T16:50:47.785Z] [INFO] body: { | |
| [2026-07-03T16:50:47.785Z] [INFO] model: "claude-opus-4-8", | |
| [2026-07-03T16:50:47.786Z] [INFO] messages: [ | |
| [2026-07-03T16:50:47.786Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:50:47.786Z] [INFO] ], | |
| [2026-07-03T16:50:47.787Z] [INFO] system: [ | |
| [2026-07-03T16:50:47.787Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:50:47.787Z] [INFO] ], | |
| [2026-07-03T16:50:47.787Z] [INFO] tools: [ | |
| [2026-07-03T16:50:47.787Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:50:47.788Z] [INFO] ], | |
| [2026-07-03T16:50:47.788Z] [INFO] tool_choice: undefined, | |
| [2026-07-03T16:50:47.788Z] [INFO] metadata: [Object ...], | |
| [2026-07-03T16:50:47.788Z] [INFO] max_tokens: 128000, | |
| [2026-07-03T16:50:47.789Z] [INFO] thinking: [Object ...], | |
| [2026-07-03T16:50:47.789Z] [INFO] context_management: [Object ...], | |
| [2026-07-03T16:50:47.789Z] [INFO] output_config: [Object ...], | |
| [2026-07-03T16:50:47.790Z] [INFO] diagnostics: [Object ...], | |
| [2026-07-03T16:50:47.790Z] [INFO] stream: true, | |
| [2026-07-03T16:50:47.790Z] [INFO] }, | |
| [2026-07-03T16:50:47.790Z] [INFO] timeout: 600000, | |
| [2026-07-03T16:50:47.791Z] [INFO] signal: AbortSignal { | |
| [2026-07-03T16:50:47.791Z] [INFO] [Symbol(events.maxEventTargetListeners)]: 50, | |
| [2026-07-03T16:50:47.791Z] [INFO] [Symbol(events.maxEventTargetListenersWarned)]: false, | |
| [2026-07-03T16:50:47.792Z] [INFO] aborted: false, | |
| [2026-07-03T16:50:47.792Z] [INFO] reason: undefined, | |
| [2026-07-03T16:50:47.792Z] [INFO] onabort: null, | |
| [2026-07-03T16:50:47.792Z] [INFO] throwIfAborted: [Function: throwIfAborted], | |
| [2026-07-03T16:50:47.792Z] [INFO] addEventListener: [Function: addEventListener], | |
| [2026-07-03T16:50:47.792Z] [INFO] removeEventListener: [Function: removeEventListener], | |
| [2026-07-03T16:50:47.793Z] [INFO] dispatchEvent: [Function: dispatchEvent], | |
| [2026-07-03T16:50:47.793Z] [INFO] }, | |
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| [2026-07-03T16:51:09.251Z] [INFO] "type": "message", | |
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| [2026-07-03T16:51:09.251Z] [INFO] { | |
| [2026-07-03T16:51:09.251Z] [INFO] "type": "text", | |
| [2026-07-03T16:51:09.251Z] [INFO] "text": "The seed data uses a `.lino` format grounded in Wikidata. I need to understand how this data gets loaded into Rust before choosing an approach. Let me map the seed-loading infrastructure and recipe/grounding-test pattern." | |
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| [2026-07-03T16:51:11.555Z] [INFO] { | |
| [2026-07-03T16:51:11.555Z] [INFO] "type": "tool_use", | |
| [2026-07-03T16:51:11.555Z] [INFO] "id": "toolu_01WYTWncmTBD86qpmCm1v6Bo", | |
| [2026-07-03T16:51:11.555Z] [INFO] "name": "Bash", | |
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| [2026-07-03T16:51:11.555Z] [INFO] "command": "cd /tmp/gh-issue-solver-1783097336426\necho \"=== build.rs head ===\" && head -60 build.rs\necho \"=== src/seed dir ===\" && ls src/seed/ && echo \"---roles---\" && ls src/seed/roles/ 2>/dev/null\necho \"=== how .lino data files get embedded/loaded ===\" && grep -rn \"include_str!\\|include_dir\\|meanings-finance\\|sources-registry\\|market-price\" src/ build.rs | head -30", | |
| [2026-07-03T16:51:11.555Z] [INFO] "description": "Map seed loading infra" | |
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| [2026-07-03T16:51:12.862Z] [INFO] { | |
| [2026-07-03T16:51:12.862Z] [INFO] "type": "user", | |
| [2026-07-03T16:51:12.862Z] [INFO] "message": { | |
| [2026-07-03T16:51:12.862Z] [INFO] "role": "user", | |
| [2026-07-03T16:51:12.862Z] [INFO] "content": [ | |
| [2026-07-03T16:51:12.862Z] [INFO] { | |
| [2026-07-03T16:51:12.862Z] [INFO] "tool_use_id": "toolu_01WYTWncmTBD86qpmCm1v6Bo", | |
| [2026-07-03T16:51:12.862Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:51:12.862Z] [INFO] "content": "=== build.rs head ===\n//! Compile-time enumeration of legacy seeded API-response `.lino` files.\n//!\n//! Issue #398 removed the committed legacy bundle in favor of explicit\n//! source snapshots under `data/cache/wikidata/`. The reader remains so older\n//! or locally generated `data/seed/api-cache/` bundles can still be replayed.\n//! When that directory is absent this script emits an empty registry.\n//!\n//! `include_str!` cannot iterate a directory, so this build script writes\n//! a generated `seed_bundle_files.rs` into `OUT_DIR` that lists every\n//! legacy seed file in deterministic order. `cache.rs` includes that file via\n//! `include!(concat!(env!(\"OUT_DIR\"), \"/seed_bundle_files.rs\"))` so all\n//! parts ship in the binary without per-file edits when the legacy bundle is\n//! present.\n\nuse std::env;\nuse std::fs;\nuse std::path::{Path, PathBuf};\n\nfn main() {\n let manifest_dir = PathBuf::from(env::var(\"CARGO_MANIFEST_DIR\").expect(\"CARGO_MANIFEST_DIR\"));\n let seed_dir = manifest_dir.join(\"data/seed/api-cache\");\n let out_dir = PathBuf::from(env::var(\"OUT_DIR\").expect(\"OUT_DIR\"));\n let out_path = out_dir.join(\"seed_bundle_files.rs\");\n\n println!(\"cargo:rerun-if-changed=build.rs\");\n println!(\"cargo:rerun-if-changed={}\", seed_dir.display());\n\n let mut files = enumerate_lino_files(&seed_dir);\n files.sort_by_key(|a| seed_sort_key(a));\n\n let mut generated = String::new();\n generated.push_str(\"// Generated by build.rs — do not edit.\\n\");\n generated.push_str(\"pub const SEED_BUNDLE_FILES: &[(&str, &str)] = &[\\n\");\n for path in &files {\n let rel = path\n .strip_prefix(&manifest_dir)\n .unwrap_or(path)\n .to_string_lossy()\n .replace('\\\\', \"/\");\n let abs = path.to_string_lossy().replace('\\\\', \"/\");\n println!(\"cargo:rerun-if-changed={abs}\");\n generated.push_str(\" (\\\"\");\n generated.push_str(&rel);\n generated.push_str(\"\\\", include_str!(\\\"\");\n generated.push_str(&abs);\n generated.push_str(\"\\\")),\\n\");\n }\n generated.push_str(\"];\\n\");\n\n fs::write(&out_path, generated).expect(\"write seed_bundle_files.rs\");\n}\n\nfn enumerate_lino_files(seed_dir: &Path) -> Vec<PathBuf> {\n let mut out = Vec::new();\n let Ok(entries) = fs::read_dir(seed_dir) else {\n return out;\n };\n for entry in entries.flatten() {\n let path = entry.path();\n if path.is_file() && path.extension().and_then(|e| e.to_str()) == Some(\"lino\") {\n=== src/seed dir ===\nbrainstorm.rs\nclient_integrations.rs\ncoreference.rs\nembedded.rs\nfacts.rs\ngrounding_overrides.rs\nmeanings\nmeanings.rs\nmodel_aliases.rs\noperation_vocabulary.rs\nparser.rs\npersonas.rs\nprojects.rs\nroles\nroles.rs\nsummary_topics.rs\nterminal_commands.rs\n---roles---\nintent.rs\nlanguage.rs\nprogram.rs\nreasoning.rs\ntooling.rs\n=== how .lino data files get embedded/loaded ===\nsrc/engine_responses.rs:9:/// embedded via `include_str!`). All real reads come from [`crate::seed`].\nsrc/self_improvement.rs:16: include_str!(\"../data/benchmarks/coding-modification-suite.lino\");\nsrc/seed.rs:10://! Rust they are compiled into the binary with [`include_str!`] so even\nsrc/recipe_interpreter.rs:43:const RECIPE_LINO: &str = include_str!(\"../data/meta/recursive-core-recipe.lino\");\nsrc/meta_self_improvement.rs:31:const RECIPE_LINO: &str = include_str!(\"../data/meta/recursive-core-recipe.lino\");\nsrc/meta_self_improvement.rs:35:const PIPELINE_SRC: &str = include_str!(\"meta_core.rs\");\nsrc/seed/embedded.rs:4://! [`include_str!`] so even offline builds expose the same data the browser\nsrc/seed/embedded.rs:12:pub const AGENT_INFO_LINO: &str = include_str!(\"../../data/seed/agent-info.lino\");\nsrc/seed/embedded.rs:14: include_str!(\"../../data/seed/multilingual-responses.lino\");\nsrc/seed/embedded.rs:15:pub const CONCEPTS_LINO: &str = include_str!(\"../../data/seed/concepts.lino\");\nsrc/seed/embedded.rs:16:pub const CONCEPT_CONTEXTS_LINO: &str = include_str!(\"../../data/seed/concept-contexts.lino\");\nsrc/seed/embedded.rs:17:pub const FACTS_LINO: &str = include_str!(\"../../data/seed/facts.lino\");\nsrc/seed/embedded.rs:18:pub const MODEL_ALIASES_LINO: &str = include_str!(\"../../data/seed/model-aliases.lino\");\nsrc/seed/embedded.rs:19:pub const CLIENT_INTEGRATIONS_LINO: &str = include_str!(\"../../data/seed/client-integrations.lino\");\nsrc/seed/embedded.rs:20:pub const BRAINSTORM_SEEDS_LINO: &str = include_str!(\"../../data/seed/brainstorm-seeds.lino\");\nsrc/seed/embedded.rs:21:pub const PERSONAS_LINO: &str = include_str!(\"../../data/seed/personas.lino\");\nsrc/seed/embedded.rs:22:pub const SUMMARY_TOPICS_LINO: &str = include_str!(\"../../data/seed/summary-topics.lino\");\nsrc/seed/embedded.rs:23:pub const COREFERENCE_LINO: &str = include_str!(\"../../data/seed/coreference.lino\");\nsrc/seed/embedded.rs:24:pub const TOOLS_LINO: &str = include_str!(\"../../data/seed/tools.lino\");\nsrc/seed/embedded.rs:25:pub const LANGUAGE_DETECTION_LINO: &str = include_str!(\"../../data/seed/language-detection.lino\");\nsrc/seed/embedded.rs:26:pub const PROMPT_PATTERNS_LINO: &str = include_str!(\"../../data/seed/prompt-patterns.lino\");\nsrc/seed/embedded.rs:27:pub const INTENT_ROUTING_LINO: &str = include_str!(\"../../data/seed/intent-routing.lino\");\nsrc/seed/embedded.rs:29: include_str!(\"../../data/seed/operation-vocabulary.lino\");\nsrc/seed/embedded.rs:30:pub const TERMINAL_COMMANDS_LINO: &str = include_str!(\"../../data/seed/terminal-commands.lino\");\nsrc/seed/embedded.rs:32: include_str!(\"../../data/seed/numeric-list-operations.lino\");\nsrc/seed/embedded.rs:33:pub const CODING_IDIOMS_LINO: &str = include_str!(\"../../data/seed/coding-idioms.lino\");\nsrc/seed/embedded.rs:35: include_str!(\"../../data/seed/program-cst-grammars.lino\");\nsrc/seed/embedded.rs:36:pub const MEANINGS_LINO: &str = include_str!(\"../../data/seed/meanings.lino\");\nsrc/seed/embedded.rs:37:pub const MEANINGS_UNITS_LINO: &str = include_str!(\"../../data/seed/meanings-units.lino\");\nsrc/seed/embedded.rs:38:pub const MEANINGS_CALENDAR_LINO: &str = include_str!(\"../../data/seed/meanings-calendar.lino\");", | |
| [2026-07-03T16:51:12.862Z] [INFO] "is_error": false | |
| [2026-07-03T16:51:12.862Z] [INFO] } | |
| [2026-07-03T16:51:12.862Z] [INFO] ] | |
| [2026-07-03T16:51:12.862Z] [INFO] }, | |
| [2026-07-03T16:51:12.862Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:51:12.862Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:51:12.862Z] [INFO] "uuid": "089166c4-7029-47ff-9f96-51cd4e4ea289", | |
| [2026-07-03T16:51:12.862Z] [INFO] "timestamp": "2026-07-03T16:51:12.860Z", | |
| [2026-07-03T16:51:12.862Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:51:12.862Z] [INFO] "stdout": "=== build.rs head ===\n//! Compile-time enumeration of legacy seeded API-response `.lino` files.\n//!\n//! Issue #398 removed the committed legacy bundle in favor of explicit\n//! source snapshots under `data/cache/wikidata/`. The reader remains so older\n//! or locally generated `data/seed/api-cache/` bundles can still be replayed.\n//! When that directory is absent this script emits an empty registry.\n//!\n//! `include_str!` cannot iterate a directory, so this build script writes\n//! a generated `seed_bundle_files.rs` into `OUT_DIR` that lists every\n//! legacy seed file in deterministic order. `cache.rs` includes that file via\n//! `include!(concat!(env!(\"OUT_DIR\"), \"/seed_bundle_files.rs\"))` so all\n//! parts ship in the binary without per-file edits when the legacy bundle is\n//! present.\n\nuse std::env;\nuse std::fs;\nuse std::path::{Path, PathBuf};\n\nfn main() {\n let manifest_dir = PathBuf::from(env::var(\"CARGO_MANIFEST_DIR\").expect(\"CARGO_MANIFEST_DIR\"));\n let seed_dir = manifest_dir.join(\"data/seed/api-cache\");\n let out_dir = PathBuf::from(env::var(\"OUT_DIR\").expect(\"OUT_DIR\"));\n let out_path = out_dir.join(\"seed_bundle_files.rs\");\n\n println!(\"cargo:rerun-if-changed=build.rs\");\n println!(\"cargo:rerun-if-changed={}\", seed_dir.display());\n\n let mut files = enumerate_lino_files(&seed_dir);\n files.sort_by_key(|a| seed_sort_key(a));\n\n let mut generated = String::new();\n generated.push_str(\"// Generated by build.rs — do not edit.\\n\");\n generated.push_str(\"pub const SEED_BUNDLE_FILES: &[(&str, &str)] = &[\\n\");\n for path in &files {\n let rel = path\n .strip_prefix(&manifest_dir)\n .unwrap_or(path)\n .to_string_lossy()\n .replace('\\\\', \"/\");\n let abs = path.to_string_lossy().replace('\\\\', \"/\");\n println!(\"cargo:rerun-if-changed={abs}\");\n generated.push_str(\" (\\\"\");\n generated.push_str(&rel);\n generated.push_str(\"\\\", include_str!(\\\"\");\n generated.push_str(&abs);\n generated.push_str(\"\\\")),\\n\");\n }\n generated.push_str(\"];\\n\");\n\n fs::write(&out_path, generated).expect(\"write seed_bundle_files.rs\");\n}\n\nfn enumerate_lino_files(seed_dir: &Path) -> Vec<PathBuf> {\n let mut out = Vec::new();\n let Ok(entries) = fs::read_dir(seed_dir) else {\n return out;\n };\n for entry in entries.flatten() {\n let path = entry.path();\n if path.is_file() && path.extension().and_then(|e| e.to_str()) == Some(\"lino\") {\n=== src/seed dir ===\nbrainstorm.rs\nclient_integrations.rs\ncoreference.rs\nembedded.rs\nfacts.rs\ngrounding_overrides.rs\nmeanings\nmeanings.rs\nmodel_aliases.rs\noperation_vocabulary.rs\nparser.rs\npersonas.rs\nprojects.rs\nroles\nroles.rs\nsummary_topics.rs\nterminal_commands.rs\n---roles---\nintent.rs\nlanguage.rs\nprogram.rs\nreasoning.rs\ntooling.rs\n=== how .lino data files get embedded/loaded ===\nsrc/engine_responses.rs:9:/// embedded via `include_str!`). All real reads come from [`crate::seed`].\nsrc/self_improvement.rs:16: include_str!(\"../data/benchmarks/coding-modification-suite.lino\");\nsrc/seed.rs:10://! Rust they are compiled into the binary with [`include_str!`] so even\nsrc/recipe_interpreter.rs:43:const RECIPE_LINO: &str = include_str!(\"../data/meta/recursive-core-recipe.lino\");\nsrc/meta_self_improvement.rs:31:const RECIPE_LINO: &str = include_str!(\"../data/meta/recursive-core-recipe.lino\");\nsrc/meta_self_improvement.rs:35:const PIPELINE_SRC: &str = include_str!(\"meta_core.rs\");\nsrc/seed/embedded.rs:4://! [`include_str!`] so even offline builds expose the same data the browser\nsrc/seed/embedded.rs:12:pub const AGENT_INFO_LINO: &str = include_str!(\"../../data/seed/agent-info.lino\");\nsrc/seed/embedded.rs:14: include_str!(\"../../data/seed/multilingual-responses.lino\");\nsrc/seed/embedded.rs:15:pub const CONCEPTS_LINO: &str = include_str!(\"../../data/seed/concepts.lino\");\nsrc/seed/embedded.rs:16:pub const CONCEPT_CONTEXTS_LINO: &str = include_str!(\"../../data/seed/concept-contexts.lino\");\nsrc/seed/embedded.rs:17:pub const FACTS_LINO: &str = include_str!(\"../../data/seed/facts.lino\");\nsrc/seed/embedded.rs:18:pub const MODEL_ALIASES_LINO: &str = include_str!(\"../../data/seed/model-aliases.lino\");\nsrc/seed/embedded.rs:19:pub const CLIENT_INTEGRATIONS_LINO: &str = include_str!(\"../../data/seed/client-integrations.lino\");\nsrc/seed/embedded.rs:20:pub const BRAINSTORM_SEEDS_LINO: &str = include_str!(\"../../data/seed/brainstorm-seeds.lino\");\nsrc/seed/embedded.rs:21:pub const PERSONAS_LINO: &str = include_str!(\"../../data/seed/personas.lino\");\nsrc/seed/embedded.rs:22:pub const SUMMARY_TOPICS_LINO: &str = include_str!(\"../../data/seed/summary-topics.lino\");\nsrc/seed/embedded.rs:23:pub const COREFERENCE_LINO: &str = include_str!(\"../../data/seed/coreference.lino\");\nsrc/seed/embedded.rs:24:pub const TOOLS_LINO: &str = include_str!(\"../../data/seed/tools.lino\");\nsrc/seed/embedded.rs:25:pub const LANGUAGE_DETECTION_LINO: &str = include_str!(\"../../data/seed/language-detection.lino\");\nsrc/seed/embedded.rs:26:pub const PROMPT_PATTERNS_LINO: &str = include_str!(\"../../data/seed/prompt-patterns.lino\");\nsrc/seed/embedded.rs:27:pub const INTENT_ROUTING_LINO: &str = include_str!(\"../../data/seed/intent-routing.lino\");\nsrc/seed/embedded.rs:29: include_str!(\"../../data/seed/operation-vocabulary.lino\");\nsrc/seed/embedded.rs:30:pub const TERMINAL_COMMANDS_LINO: &str = include_str!(\"../../data/seed/terminal-commands.lino\");\nsrc/seed/embedded.rs:32: include_str!(\"../../data/seed/numeric-list-operations.lino\");\nsrc/seed/embedded.rs:33:pub const CODING_IDIOMS_LINO: &str = include_str!(\"../../data/seed/coding-idioms.lino\");\nsrc/seed/embedded.rs:35: include_str!(\"../../data/seed/program-cst-grammars.lino\");\nsrc/seed/embedded.rs:36:pub const MEANINGS_LINO: &str = include_str!(\"../../data/seed/meanings.lino\");\nsrc/seed/embedded.rs:37:pub const MEANINGS_UNITS_LINO: &str = include_str!(\"../../data/seed/meanings-units.lino\");\nsrc/seed/embedded.rs:38:pub const MEANINGS_CALENDAR_LINO: &str = include_str!(\"../../data/seed/meanings-calendar.lino\");", | |
| [2026-07-03T16:51:12.862Z] [INFO] "stderr": "", | |
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| [2026-07-03T16:51:12.879Z] [INFO] onabort: null, | |
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| [2026-07-03T16:51:14.622Z] [INFO] [log_3ccbf4, request-id: "req_011CcfUCBTr5RYP9eRKAXLod"] post https://api.anthropic.com/v1/messages?beta=true succeeded with status 200 in 1752ms | |
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| [2026-07-03T16:51:14.631Z] [INFO] date: "Fri, 03 Jul 2026 16:51:14 GMT", | |
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| [2026-07-03T16:51:14.640Z] [INFO] } ReadableStream { | |
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| [2026-07-03T16:51:14.641Z] [INFO] getReader: [Function], | |
| [2026-07-03T16:51:14.641Z] [INFO] json: [Function: json], | |
| [2026-07-03T16:51:14.641Z] [INFO] locked: [Getter], | |
| [2026-07-03T16:51:14.641Z] [INFO] pipeThrough: [Function], | |
| [2026-07-03T16:51:14.641Z] [INFO] pipeTo: [Function], | |
| [2026-07-03T16:51:14.642Z] [INFO] tee: [Function], | |
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| [2026-07-03T16:51:14.643Z] [INFO] [log_3ccbf4] response parsed { | |
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| [2026-07-03T16:51:30.124Z] [INFO] "signature": "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" | |
| [2026-07-03T16:51:30.124Z] [INFO] } | |
| [2026-07-03T16:51:30.124Z] [INFO] ], | |
| [2026-07-03T16:51:30.124Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:51:30.124Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:51:30.124Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:51:30.124Z] [INFO] "usage": { | |
| [2026-07-03T16:51:30.124Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:51:30.124Z] [INFO] "cache_creation_input_tokens": 4371, | |
| [2026-07-03T16:51:30.124Z] [INFO] "cache_read_input_tokens": 64822, | |
| [2026-07-03T16:51:30.124Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:51:30.124Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:51:30.124Z] [INFO] "ephemeral_1h_input_tokens": 4371 | |
| [2026-07-03T16:51:30.124Z] [INFO] }, | |
| [2026-07-03T16:51:30.124Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:51:30.124Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:51:30.124Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:51:30.124Z] [INFO] }, | |
| [2026-07-03T16:51:30.124Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:51:30.124Z] [INFO] "context_management": null | |
| [2026-07-03T16:51:30.124Z] [INFO] }, | |
| [2026-07-03T16:51:30.124Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:51:30.124Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:51:30.124Z] [INFO] "uuid": "adc32ba5-c64d-4e7c-a69e-bab8166396b9", | |
| [2026-07-03T16:51:30.124Z] [INFO] "request_id": "req_011CcfUCBTr5RYP9eRKAXLod" | |
| [2026-07-03T16:51:30.124Z] [INFO] } | |
| [2026-07-03T16:51:31.708Z] [INFO] { | |
| [2026-07-03T16:51:31.708Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:51:31.708Z] [INFO] "message": { | |
| [2026-07-03T16:51:31.708Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:51:31.708Z] [INFO] "id": "msg_01NT6wgf4b9AjZUeTLKWx7Fw", | |
| [2026-07-03T16:51:31.708Z] [INFO] "type": "message", | |
| [2026-07-03T16:51:31.708Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:51:31.708Z] [INFO] "content": [ | |
| [2026-07-03T16:51:31.708Z] [INFO] { | |
| [2026-07-03T16:51:31.708Z] [INFO] "type": "text", | |
| [2026-07-03T16:51:31.708Z] [INFO] "text": "Seed data is embedded via `include_str!` and parsed by a lino parser at runtime. Let me understand how structured registries (like the sources-registry) are parsed into Rust structs, and see the recipe + grounding-test pattern, so I can make the market-price verifier fully data-driven and meaning-grounded." | |
| [2026-07-03T16:51:31.708Z] [INFO] } | |
| [2026-07-03T16:51:31.708Z] [INFO] ], | |
| [2026-07-03T16:51:31.708Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:51:31.708Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:51:31.708Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:51:31.708Z] [INFO] "usage": { | |
| [2026-07-03T16:51:31.708Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:51:31.708Z] [INFO] "cache_creation_input_tokens": 4371, | |
| [2026-07-03T16:51:31.708Z] [INFO] "cache_read_input_tokens": 64822, | |
| [2026-07-03T16:51:31.708Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:51:31.708Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:51:31.708Z] [INFO] "ephemeral_1h_input_tokens": 4371 | |
| [2026-07-03T16:51:31.708Z] [INFO] }, | |
| [2026-07-03T16:51:31.708Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:51:31.708Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:51:31.708Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:51:31.708Z] [INFO] }, | |
| [2026-07-03T16:51:31.708Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:51:31.708Z] [INFO] "context_management": null | |
| [2026-07-03T16:51:31.708Z] [INFO] }, | |
| [2026-07-03T16:51:31.708Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:51:31.708Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:51:31.708Z] [INFO] "uuid": "ac4fa214-163a-4537-8756-f7dec399dc11", | |
| [2026-07-03T16:51:31.708Z] [INFO] "request_id": "req_011CcfUCBTr5RYP9eRKAXLod" | |
| [2026-07-03T16:51:31.708Z] [INFO] } | |
| [2026-07-03T16:51:34.411Z] [INFO] { | |
| [2026-07-03T16:51:34.411Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:51:34.411Z] [INFO] "message": { | |
| [2026-07-03T16:51:34.411Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:51:34.411Z] [INFO] "id": "msg_01NT6wgf4b9AjZUeTLKWx7Fw", | |
| [2026-07-03T16:51:34.411Z] [INFO] "type": "message", | |
| [2026-07-03T16:51:34.411Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:51:34.411Z] [INFO] "content": [ | |
| [2026-07-03T16:51:34.411Z] [INFO] { | |
| [2026-07-03T16:51:34.411Z] [INFO] "type": "tool_use", | |
| [2026-07-03T16:51:34.411Z] [INFO] "id": "toolu_011braGDCCymmcaJMUDuTDvx", | |
| [2026-07-03T16:51:34.411Z] [INFO] "name": "Bash", | |
| [2026-07-03T16:51:34.411Z] [INFO] "input": { | |
| [2026-07-03T16:51:34.411Z] [INFO] "command": "cd /tmp/gh-issue-solver-1783097336426\necho \"=== sources-registry.lino head ===\" && head -60 data/seed/sources-registry.lino\necho \"=== who parses sources-registry ===\" && grep -rln \"sources.registry\\|SOURCES_REGISTRY\\|source_registry\\|sources_registry\" src/ | head\necho \"=== lino parser API surface ===\" && grep -n \"pub fn\\|pub struct\" src/lino.rs 2>/dev/null | head -40 || find src -name \"*.rs\" | xargs grep -ln \"fn parse\" 2>/dev/null | grep -i lino", | |
| [2026-07-03T16:51:34.411Z] [INFO] "description": "Inspect sources registry parsing" | |
| [2026-07-03T16:51:34.411Z] [INFO] }, | |
| [2026-07-03T16:51:34.411Z] [INFO] "caller": { | |
| [2026-07-03T16:51:34.411Z] [INFO] "type": "direct" | |
| [2026-07-03T16:51:34.411Z] [INFO] } | |
| [2026-07-03T16:51:34.411Z] [INFO] } | |
| [2026-07-03T16:51:34.411Z] [INFO] ], | |
| [2026-07-03T16:51:34.411Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:51:34.411Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:51:34.411Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:51:34.411Z] [INFO] "usage": { | |
| [2026-07-03T16:51:34.411Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:51:34.411Z] [INFO] "cache_creation_input_tokens": 4371, | |
| [2026-07-03T16:51:34.411Z] [INFO] "cache_read_input_tokens": 64822, | |
| [2026-07-03T16:51:34.411Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:51:34.411Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:51:34.411Z] [INFO] "ephemeral_1h_input_tokens": 4371 | |
| [2026-07-03T16:51:34.411Z] [INFO] }, | |
| [2026-07-03T16:51:34.411Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:51:34.411Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:51:34.411Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:51:34.411Z] [INFO] }, | |
| [2026-07-03T16:51:34.411Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:51:34.411Z] [INFO] "context_management": null | |
| [2026-07-03T16:51:34.411Z] [INFO] }, | |
| [2026-07-03T16:51:34.411Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:51:34.411Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:51:34.411Z] [INFO] "uuid": "aa123d29-82e3-4432-a71c-0f17f56e149d", | |
| [2026-07-03T16:51:34.411Z] [INFO] "request_id": "req_011CcfUCBTr5RYP9eRKAXLod" | |
| [2026-07-03T16:51:34.411Z] [INFO] } | |
| [2026-07-03T16:51:35.567Z] [INFO] { | |
| [2026-07-03T16:51:35.567Z] [INFO] "type": "user", | |
| [2026-07-03T16:51:35.567Z] [INFO] "message": { | |
| [2026-07-03T16:51:35.567Z] [INFO] "role": "user", | |
| [2026-07-03T16:51:35.567Z] [INFO] "content": [ | |
| [2026-07-03T16:51:35.567Z] [INFO] { | |
| [2026-07-03T16:51:35.567Z] [INFO] "tool_use_id": "toolu_011braGDCCymmcaJMUDuTDvx", | |
| [2026-07-03T16:51:35.567Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:51:35.567Z] [INFO] "content": "=== sources-registry.lino head ===\nsources_registry\n source wikidata\n name \"Wikidata\"\n kind structured_knowledge\n api \"https://www.wikidata.org/wiki/Special:EntityData/{id}.json\"\n license_name \"CC0 1.0\"\n license_url \"https://creativecommons.org/publicdomain/zero/1.0/\"\n cache_path data/cache/wikidata/\n id_pattern (\"Q\" \"P\" \"L\")\n note \"Entities (Q), properties (P), and lexemes (L). Public-domain dump and EntityData API; one raw .json plus a compact .lino projection per id under entity/property/lexeme folders.\"\n source wiktionary\n name \"Wiktionary\"\n kind dictionary\n api \"https://api.dictionaryapi.dev/api/v2/entries/en/{lemma}\"\n license_name \"CC BY-SA 3.0\"\n license_url \"https://creativecommons.org/licenses/by-sa/3.0/\"\n cache_path data/cache/wiktionary/\n note \"Free Dictionary API serving Wiktionary content; one verified entry per English lemma as .json plus a lossless .lino projection.\"\n source wordnet\n name \"Open English WordNet 2024\"\n kind lexical_database\n api \"https://en-word.net/\"\n license_name \"CC BY 4.0\"\n license_url \"https://creativecommons.org/licenses/by/4.0/\"\n cache_path data/cache/wordnet/\n note \"OEWN 2024 lexicon imported offline via the wn library; one compact per-lemma synset projection (.json + .lino) under en/. Source database is fetched on demand and stays out of git per the small-seed principle.\"\n source wikipedia\n name \"Wikipedia\"\n kind encyclopedia\n api \"https://en.wikipedia.org/api/rest_v1/page/summary/{title}\"\n license_name \"CC BY-SA 4.0\"\n license_url \"https://creativecommons.org/licenses/by-sa/4.0/\"\n cache_path data/cache/wikipedia/\n note \"Article summaries cross-referenced from Wikidata sitelinks; cached per title when an article anchors a meaning.\"\n source wikihow\n name \"wikiHow\"\n kind how_to_guide\n service_group external_trusted\n settings_key externalServiceWikihow\n default_enabled true\n api \"https://www.wikihow.com/api.php?action=parse&page={title}&prop=text%7Csections%7Cdisplaytitle&format=json&origin=*\"\n license_name \"CC BY-NC-SA 3.0\"\n license_url \"https://creativecommons.org/licenses/by-nc-sa/3.0/\"\n cache_path data/cache/wikihow/\n note \"Ordered how-to steps via the MediaWiki action=parse surface; primary structured source for procedural 'how to X' guides. Consulted live and opt-out-able from settings.\"\n source stackexchange\n name \"Stack Exchange / Stack Overflow\"\n kind qa_network\n service_group external_trusted\n settings_key externalServiceStackExchange\n default_enabled true\n api \"https://api.stackexchange.com/2.3/search/advanced?order=desc&sort=relevance&q={query}&site=stackoverflow&filter=withbody\"\n license_name \"CC BY-SA 4.0\"\n license_url \"https://creativecommons.org/licenses/by-sa/4.0/\"\n cache_path data/cache/stackexchange/\n note \"Developer Q&A with accepted answers across the Stack Exchange network (Stack Overflow, Super User, etc.); a structured second source for technical procedures. Consulted live and opt-out-able from settings.\"\n source wikibooks\n name \"Wikibooks\"\n kind open_textbook\n service_group external_trusted\n=== who parses sources-registry ===\nsrc/web/worker/formal_ai_worker_17.js\nsrc/web/app/main.jsx\n=== lino parser API surface ===", | |
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| [2026-07-03T16:51:38.615Z] [INFO] [Symbol(Symbol.asyncIterator)]: [Function: asyncIterator2], | |
| [2026-07-03T16:51:38.615Z] [INFO] } | |
| [2026-07-03T16:51:38.615Z] [INFO] [log_edeb58] response parsed { | |
| [2026-07-03T16:51:38.616Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:51:38.616Z] [INFO] status: 200, | |
| [2026-07-03T16:51:38.617Z] [INFO] body: oj { | |
| [2026-07-03T16:51:38.617Z] [INFO] iterator: [AsyncGeneratorFunction: s], | |
| [2026-07-03T16:51:38.617Z] [INFO] controller: AbortController { | |
| [2026-07-03T16:51:38.618Z] [INFO] signal: [AbortSignal ...], | |
| [2026-07-03T16:51:38.618Z] [INFO] abort: [Function: abort], | |
| [2026-07-03T16:51:38.618Z] [INFO] }, | |
| [2026-07-03T16:51:38.618Z] [INFO] [Symbol(Symbol.asyncIterator)]: [Function], | |
| [2026-07-03T16:51:38.618Z] [INFO] tee: [Function: tee], | |
| [2026-07-03T16:51:38.619Z] [INFO] toReadableStream: [Function: toReadableStream], | |
| [2026-07-03T16:51:38.619Z] [INFO] }, | |
| [2026-07-03T16:51:38.619Z] [INFO] durationMs: 3017, | |
| [2026-07-03T16:51:38.619Z] [INFO] } | |
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| [2026-07-03T16:51:42.089Z] [INFO] "estimated_tokens_delta": 100, | |
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| [2026-07-03T16:51:42.089Z] [INFO] } | |
| [2026-07-03T16:51:42.174Z] [INFO] { | |
| [2026-07-03T16:51:42.174Z] [INFO] "type": "system", | |
| [2026-07-03T16:51:42.174Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:51:42.174Z] [INFO] "estimated_tokens": 218, | |
| [2026-07-03T16:51:42.174Z] [INFO] "estimated_tokens_delta": 68, | |
| [2026-07-03T16:51:42.174Z] [INFO] "uuid": "9ef4ee50-50e3-4331-81d7-280c9da35033", | |
| [2026-07-03T16:51:42.174Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:51:42.174Z] [INFO] } | |
| [2026-07-03T16:51:42.177Z] [INFO] { | |
| [2026-07-03T16:51:42.177Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:51:42.177Z] [INFO] "message": { | |
| [2026-07-03T16:51:42.177Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:51:42.177Z] [INFO] "id": "msg_012KPhjFEsEMA5yUXDUgcFiW", | |
| [2026-07-03T16:51:42.177Z] [INFO] "type": "message", | |
| [2026-07-03T16:51:42.177Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:51:42.177Z] [INFO] "content": [ | |
| [2026-07-03T16:51:42.177Z] [INFO] { | |
| [2026-07-03T16:51:42.177Z] [INFO] "type": "thinking", | |
| [2026-07-03T16:51:42.177Z] [INFO] "thinking": "", | |
| [2026-07-03T16:51:42.177Z] [INFO] "signature": "EuAGCmMIDxgCKkBSm2Y3XJ/pjRTTKgjZG2Ok4xz1HIB7JFiwyeV9BAaKb5jdO3kGnnHIkKZb1Gj157zytIjkVl89BfP/HLByxy1tMg9jbGF1ZGUtb3B1cy00LTg4AEIIdGhpbmtpbmcSDKJzZAGuui59myi+URoMM8eeambfSzT3vFAvIjBAVuv74H+7MhfE/J4xP57AB/jc4QY5+kLLe41wJxvnFarZXGeapb+Yu6V2CCqy0BsqqgVJG1DSTlnzqXXw1TQH2/8TzoSDuhRdDEmJVrxTi6MMeFFmieH6k88xSZ1JmAIWi3NEXJb59r6D0vMRAuJiL1NPHcfGnSw2q6RIr15T+FoVVn5U+xeRI9FainS51mvFLeON59dUIL8PezMbWNEQB62QMondR79ZDCs5y4GKPxo0sUwoj1KqYVohACiXqPg8jVOyxk/tfrM6mKsPMAsMTj+p7OYlL8V15j4eOFfKx+hZF26i6mGiufDYfpizfsQoLoYiXicgDGTTxemxKw/sa+0R2y2qBavybDeJEfWihc4rNRtYrdaoaZenG1o8USbkpr+jn7gTpBNf0jxA6aQDIOxE8ANay8D09O+4I+OruMacAeGofyzHuxYjrO2BAD+gEtINGHG3rxFonWiOv87MY3Lpb/DshTCXfCAvYXS4VulqVpdpnRwHe037YhGvRn+KwL5PuYBGAY56liDSt65ehQtVbwO4WXM62G2eLQYZNMwPHoRpj4AOEHRx+wxN8/x+6FPQrGHDnPmfcUVLQ02f4rvmjTTrEYV4rP/rdBUAc9FdUf+kfM7nfpZDmNQ4gycbxPmPUAl2TAEpPJSAW7D6kBdCaf6cuc3D5zHIhXEL8B9gqOgBtj/ry61RGRda6FZEzbTl7ixLks1i80x3Kgtvra4I2VPx5+zaEpGg6UP4KQAhdbRVs+yKlQoxM94XLkpARGWqNN0LjWIxw0ZLsZHIi2QC7YRj0gZmHI+9eisBHy6uTHTYAVVbsdIsM4/NQFBrS9DrQ//+hI+xktYPaMWF4gNXv4kagXFzkgGG3u69zL1jBxyxKHW0tqr3Ivh9qfPfYFceN1AU29O/hSHevBcQfHtrnM+h+NAsE0xBY+RfD9IzkSJCTo95ZdWvLu2wyzW9JlxAPQoE9GGCrZoCGAE=" | |
| [2026-07-03T16:51:42.177Z] [INFO] } | |
| [2026-07-03T16:51:42.177Z] [INFO] ], | |
| [2026-07-03T16:51:42.177Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:51:42.177Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:51:42.177Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:51:42.177Z] [INFO] "usage": { | |
| [2026-07-03T16:51:42.177Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:51:42.177Z] [INFO] "cache_creation_input_tokens": 2757, | |
| [2026-07-03T16:51:42.177Z] [INFO] "cache_read_input_tokens": 69193, | |
| [2026-07-03T16:51:42.177Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:51:42.177Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:51:42.177Z] [INFO] "ephemeral_1h_input_tokens": 2757 | |
| [2026-07-03T16:51:42.177Z] [INFO] }, | |
| [2026-07-03T16:51:42.177Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:51:42.177Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:51:42.177Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:51:42.177Z] [INFO] }, | |
| [2026-07-03T16:51:42.177Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:51:42.177Z] [INFO] "context_management": null | |
| [2026-07-03T16:51:42.177Z] [INFO] }, | |
| [2026-07-03T16:51:42.177Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:51:42.177Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:51:42.177Z] [INFO] "uuid": "5a75b0e0-d18c-45e3-9675-0b3dc3b39c10", | |
| [2026-07-03T16:51:42.177Z] [INFO] "request_id": "req_011CcfUDrYs3NVbbwjuevh2A" | |
| [2026-07-03T16:51:42.177Z] [INFO] } | |
| [2026-07-03T16:51:46.062Z] [INFO] { | |
| [2026-07-03T16:51:46.062Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:51:46.062Z] [INFO] "message": { | |
| [2026-07-03T16:51:46.062Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:51:46.062Z] [INFO] "id": "msg_012KPhjFEsEMA5yUXDUgcFiW", | |
| [2026-07-03T16:51:46.062Z] [INFO] "type": "message", | |
| [2026-07-03T16:51:46.062Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:51:46.062Z] [INFO] "content": [ | |
| [2026-07-03T16:51:46.062Z] [INFO] { | |
| [2026-07-03T16:51:46.062Z] [INFO] "type": "tool_use", | |
| [2026-07-03T16:51:46.062Z] [INFO] "id": "toolu_01DznqCNGMPKKzaYg2VgGyv2", | |
| [2026-07-03T16:51:46.062Z] [INFO] "name": "Bash", | |
| [2026-07-03T16:51:46.062Z] [INFO] "input": { | |
| [2026-07-03T16:51:46.062Z] [INFO] "command": "cd /tmp/gh-issue-solver-1783097336426\necho \"=== lino-related modules ===\" && ls src/ | grep -i lino; grep -rln \"pub fn parse\" src/*.rs | head\necho \"=== find lino parser ===\" && find src -name \"*.rs\" | xargs grep -l \"fn parse_lino\\|struct LinoNode\\|enum LinoValue\\|pub struct Node\" 2>/dev/null | head\necho \"=== how meanings-finance is loaded/used in rust ===\" && grep -rln \"meanings-finance\\|MEANINGS_FINANCE\\|meanings_finance\" src/\necho \"=== embedded.rs finance/market ===\" && grep -in \"finance\\|market\\|facts\" src/seed/embedded.rs", | |
| [2026-07-03T16:51:46.062Z] [INFO] "description": "Find lino parser and finance loading" | |
| [2026-07-03T16:51:46.062Z] [INFO] }, | |
| [2026-07-03T16:51:46.062Z] [INFO] "caller": { | |
| [2026-07-03T16:51:46.062Z] [INFO] "type": "direct" | |
| [2026-07-03T16:51:46.062Z] [INFO] } | |
| [2026-07-03T16:51:46.062Z] [INFO] } | |
| [2026-07-03T16:51:46.062Z] [INFO] ], | |
| [2026-07-03T16:51:46.062Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:51:46.062Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:51:46.062Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:51:46.062Z] [INFO] "usage": { | |
| [2026-07-03T16:51:46.062Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:51:46.062Z] [INFO] "cache_creation_input_tokens": 2757, | |
| [2026-07-03T16:51:46.062Z] [INFO] "cache_read_input_tokens": 69193, | |
| [2026-07-03T16:51:46.062Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:51:46.062Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:51:46.062Z] [INFO] "ephemeral_1h_input_tokens": 2757 | |
| [2026-07-03T16:51:46.062Z] [INFO] }, | |
| [2026-07-03T16:51:46.062Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:51:46.062Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:51:46.062Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:51:46.062Z] [INFO] }, | |
| [2026-07-03T16:51:46.062Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:51:46.062Z] [INFO] "context_management": null | |
| [2026-07-03T16:51:46.062Z] [INFO] }, | |
| [2026-07-03T16:51:46.062Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:51:46.062Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:51:46.062Z] [INFO] "uuid": "62d289f0-d39f-467a-bd12-5f5545b53122", | |
| [2026-07-03T16:51:46.062Z] [INFO] "request_id": "req_011CcfUDrYs3NVbbwjuevh2A" | |
| [2026-07-03T16:51:46.062Z] [INFO] } | |
| [2026-07-03T16:51:47.319Z] [INFO] { | |
| [2026-07-03T16:51:47.319Z] [INFO] "type": "user", | |
| [2026-07-03T16:51:47.319Z] [INFO] "message": { | |
| [2026-07-03T16:51:47.319Z] [INFO] "role": "user", | |
| [2026-07-03T16:51:47.319Z] [INFO] "content": [ | |
| [2026-07-03T16:51:47.319Z] [INFO] { | |
| [2026-07-03T16:51:47.319Z] [INFO] "tool_use_id": "toolu_01DznqCNGMPKKzaYg2VgGyv2", | |
| [2026-07-03T16:51:47.319Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:51:47.319Z] [INFO] "content": "=== lino-related modules ===\njson_lino.rs\nsrc/agent.rs\nsrc/links_query.rs\nsrc/seed.rs\nsrc/telegram.rs\nsrc/memory.rs\nsrc/shared_dialog.rs\nsrc/substitution.rs\nsrc/web_search_core.rs\n=== find lino parser ===\nsrc/links_query.rs\nsrc/seed/parser.rs\n=== how meanings-finance is loaded/used in rust ===\nsrc/seed/embedded.rs\nsrc/web/seed_loader.js\nsrc/web/worker/formal_ai_worker_16.js\n=== embedded.rs finance/market ===\n17:pub const FACTS_LINO: &str = include_str!(\"../../data/seed/facts.lino\");\n40:pub const MEANINGS_FACTS_LINO: &str = include_str!(\"../../data/seed/meanings-facts.lino\");\n73:pub const MEANINGS_FINANCE_LINO: &str = include_str!(\"../../data/seed/meanings-finance.lino\");\n111: (\"data/seed/facts.lino\", FACTS_LINO),\n146: (\"data/seed/meanings-facts.lino\", MEANINGS_FACTS_LINO),\n207: (\"data/seed/meanings-finance.lino\", MEANINGS_FINANCE_LINO),\n263: MEANINGS_FACTS_LINO,\n285: MEANINGS_FINANCE_LINO,", | |
| [2026-07-03T16:51:47.319Z] [INFO] "is_error": false | |
| [2026-07-03T16:51:47.319Z] [INFO] } | |
| [2026-07-03T16:51:47.319Z] [INFO] ] | |
| [2026-07-03T16:51:47.319Z] [INFO] }, | |
| [2026-07-03T16:51:47.319Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:51:47.319Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:51:47.319Z] [INFO] "uuid": "d26e1678-552a-4aa2-ba2d-780f4543c9eb", | |
| [2026-07-03T16:51:47.319Z] [INFO] "timestamp": "2026-07-03T16:51:47.316Z", | |
| [2026-07-03T16:51:47.319Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:51:47.319Z] [INFO] "stdout": "=== lino-related modules ===\njson_lino.rs\nsrc/agent.rs\nsrc/links_query.rs\nsrc/seed.rs\nsrc/telegram.rs\nsrc/memory.rs\nsrc/shared_dialog.rs\nsrc/substitution.rs\nsrc/web_search_core.rs\n=== find lino parser ===\nsrc/links_query.rs\nsrc/seed/parser.rs\n=== how meanings-finance is loaded/used in rust ===\nsrc/seed/embedded.rs\nsrc/web/seed_loader.js\nsrc/web/worker/formal_ai_worker_16.js\n=== embedded.rs finance/market ===\n17:pub const FACTS_LINO: &str = include_str!(\"../../data/seed/facts.lino\");\n40:pub const MEANINGS_FACTS_LINO: &str = include_str!(\"../../data/seed/meanings-facts.lino\");\n73:pub const MEANINGS_FINANCE_LINO: &str = include_str!(\"../../data/seed/meanings-finance.lino\");\n111: (\"data/seed/facts.lino\", FACTS_LINO),\n146: (\"data/seed/meanings-facts.lino\", MEANINGS_FACTS_LINO),\n207: (\"data/seed/meanings-finance.lino\", MEANINGS_FINANCE_LINO),\n263: MEANINGS_FACTS_LINO,\n285: MEANINGS_FINANCE_LINO,", | |
| [2026-07-03T16:51:47.319Z] [INFO] "stderr": "", | |
| [2026-07-03T16:51:47.319Z] [INFO] "interrupted": false, | |
| [2026-07-03T16:51:47.319Z] [INFO] "isImage": false, | |
| [2026-07-03T16:51:47.319Z] [INFO] "noOutputExpected": false | |
| [2026-07-03T16:51:47.319Z] [INFO] } | |
| [2026-07-03T16:51:47.319Z] [INFO] } | |
| [2026-07-03T16:51:47.333Z] [INFO] [log_8b342b] sending request { | |
| [2026-07-03T16:51:47.333Z] [INFO] method: "post", | |
| [2026-07-03T16:51:47.334Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:51:47.334Z] [INFO] options: { | |
| [2026-07-03T16:51:47.335Z] [INFO] method: "post", | |
| [2026-07-03T16:51:47.335Z] [INFO] path: "/v1/messages?beta=true", | |
| [2026-07-03T16:51:47.335Z] [INFO] body: { | |
| [2026-07-03T16:51:47.336Z] [INFO] model: "claude-opus-4-8", | |
| [2026-07-03T16:51:47.336Z] [INFO] messages: [ | |
| [2026-07-03T16:51:47.337Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:51:47.337Z] [INFO] ], | |
| [2026-07-03T16:51:47.337Z] [INFO] system: [ | |
| [2026-07-03T16:51:47.337Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:51:47.338Z] [INFO] ], | |
| [2026-07-03T16:51:47.338Z] [INFO] tools: [ | |
| [2026-07-03T16:51:47.338Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:51:47.339Z] [INFO] ], | |
| [2026-07-03T16:51:47.339Z] [INFO] tool_choice: undefined, | |
| [2026-07-03T16:51:47.339Z] [INFO] metadata: [Object ...], | |
| [2026-07-03T16:51:47.340Z] [INFO] max_tokens: 128000, | |
| [2026-07-03T16:51:47.340Z] [INFO] thinking: [Object ...], | |
| [2026-07-03T16:51:47.340Z] [INFO] context_management: [Object ...], | |
| [2026-07-03T16:51:47.340Z] [INFO] output_config: [Object ...], | |
| [2026-07-03T16:51:47.340Z] [INFO] diagnostics: [Object ...], | |
| [2026-07-03T16:51:47.341Z] [INFO] stream: true, | |
| [2026-07-03T16:51:47.341Z] [INFO] }, | |
| [2026-07-03T16:51:47.341Z] [INFO] timeout: 600000, | |
| [2026-07-03T16:51:47.341Z] [INFO] signal: AbortSignal { | |
| [2026-07-03T16:51:47.341Z] [INFO] [Symbol(events.maxEventTargetListeners)]: 50, | |
| [2026-07-03T16:51:47.341Z] [INFO] [Symbol(events.maxEventTargetListenersWarned)]: false, | |
| [2026-07-03T16:51:47.341Z] [INFO] aborted: false, | |
| [2026-07-03T16:51:47.342Z] [INFO] reason: undefined, | |
| [2026-07-03T16:51:47.342Z] [INFO] onabort: null, | |
| [2026-07-03T16:51:47.342Z] [INFO] throwIfAborted: [Function: throwIfAborted], | |
| [2026-07-03T16:51:47.342Z] [INFO] addEventListener: [Function: addEventListener], | |
| [2026-07-03T16:51:47.342Z] [INFO] removeEventListener: [Function: removeEventListener], | |
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| [2026-07-03T16:52:03.418Z] [INFO] } | |
| [2026-07-03T16:52:03.418Z] [INFO] ], | |
| [2026-07-03T16:52:03.418Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:52:03.418Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:52:03.418Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:52:03.418Z] [INFO] "usage": { | |
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| [2026-07-03T16:52:03.418Z] [INFO] "cache_read_input_tokens": 71950, | |
| [2026-07-03T16:52:03.418Z] [INFO] "cache_creation": { | |
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| [2026-07-03T16:52:03.418Z] [INFO] "ephemeral_1h_input_tokens": 1041 | |
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| [2026-07-03T16:52:03.418Z] [INFO] "output_tokens": 3, | |
| [2026-07-03T16:52:03.418Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:52:03.418Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:52:03.418Z] [INFO] }, | |
| [2026-07-03T16:52:03.418Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:52:03.418Z] [INFO] "context_management": null | |
| [2026-07-03T16:52:03.418Z] [INFO] }, | |
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| [2026-07-03T16:52:03.418Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
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| [2026-07-03T16:52:05.799Z] [INFO] { | |
| [2026-07-03T16:52:05.799Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:52:05.799Z] [INFO] "message": { | |
| [2026-07-03T16:52:05.799Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:52:05.799Z] [INFO] "id": "msg_01DPtNVuUye5VcnZwqUJ5NRB", | |
| [2026-07-03T16:52:05.799Z] [INFO] "type": "message", | |
| [2026-07-03T16:52:05.799Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:52:05.799Z] [INFO] "content": [ | |
| [2026-07-03T16:52:05.799Z] [INFO] { | |
| [2026-07-03T16:52:05.799Z] [INFO] "type": "tool_use", | |
| [2026-07-03T16:52:05.799Z] [INFO] "id": "toolu_01NYRCQwYiYYgyLEkurHaNMk", | |
| [2026-07-03T16:52:05.799Z] [INFO] "name": "Bash", | |
| [2026-07-03T16:52:05.799Z] [INFO] "input": { | |
| [2026-07-03T16:52:05.799Z] [INFO] "command": "cd /tmp/gh-issue-solver-1783097336426\necho \"=== toolchain ===\" && which cargo rustc node bun 2>&1 && cargo --version 2>&1\necho \"=== recipe grounding tests ===\" && ls tests/unit/specification/ 2>/dev/null\necho \"=== any glob over data/meta recipes? ===\" && grep -rn \"data/meta\\|read_dir\\|glob\" tests/ src/ | grep -i \"meta\\|recipe\" | grep -iv \"recipe_interpreter\\|recursive-core\" | head -20", | |
| [2026-07-03T16:52:05.799Z] [INFO] "description": "Check toolchain and recipe test globbing" | |
| [2026-07-03T16:52:05.799Z] [INFO] }, | |
| [2026-07-03T16:52:05.799Z] [INFO] "caller": { | |
| [2026-07-03T16:52:05.799Z] [INFO] "type": "direct" | |
| [2026-07-03T16:52:05.799Z] [INFO] } | |
| [2026-07-03T16:52:05.799Z] [INFO] } | |
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| [2026-07-03T16:52:05.799Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:52:05.799Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:52:05.799Z] [INFO] }, | |
| [2026-07-03T16:52:05.799Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:52:05.799Z] [INFO] "context_management": null | |
| [2026-07-03T16:52:05.799Z] [INFO] }, | |
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| [2026-07-03T16:52:05.799Z] [INFO] } | |
| [2026-07-03T16:52:07.180Z] [INFO] { | |
| [2026-07-03T16:52:07.180Z] [INFO] "type": "user", | |
| [2026-07-03T16:52:07.180Z] [INFO] "message": { | |
| [2026-07-03T16:52:07.180Z] [INFO] "role": "user", | |
| [2026-07-03T16:52:07.180Z] [INFO] "content": [ | |
| [2026-07-03T16:52:07.180Z] [INFO] { | |
| [2026-07-03T16:52:07.180Z] [INFO] "tool_use_id": "toolu_01NYRCQwYiYYgyLEkurHaNMk", | |
| [2026-07-03T16:52:07.180Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:52:07.180Z] [INFO] "content": "=== toolchain ===\n/home/box/.cargo/bin/cargo\n/home/box/.cargo/bin/rustc\n/home/box/.nvm/versions/node/v20.20.2/bin/node\n/home/box/.bun/bin/bun\ncargo 1.96.0 (30a34c682 2026-05-25)\n=== recipe grounding tests ===\nagent_isolation.rs\nagentic_meta_algorithm.rs\nassociative_packages.rs\nbehavior_rules.rs\nbenchmarks.rs\ncalculator_delegation.rs\ncapabilities.rs\nchat_surface.rs\ncode_generation\ncode_generation_blueprint.rs\ncode_generation_coreference.rs\ncode_generation_program_modifiers.rs\ncoding_modification_benchmarks.rs\nconversation_history.rs\ncue_lexicon.rs\ndefinition_fusion.rs\ndesktop_surface.rs\ndocument_verification_meta_algorithm.rs\nformalization.rs\ngithub_repository_traffic.rs\nintent_formalization.rs\nissue_146.rs\nissue_402.rs\nissue_435.rs\nissue_436.rs\nissue_462.rs\nissue_465.rs\nissue_467.rs\nissue_595.rs\nlinks_network.rs\nmemory_query.rs\nmeta_algorithm.rs\nmeta_construction.rs\nmeta_frame.rs\nmeta_reasoning.rs\nmeta_self_improvement.rs\nmethod_registry.rs\nmod.rs\nmultilingual.rs\nnatural_language_access.rs\nnatural_language_skill_compilation.rs\nnetwork_visualization.rs\nopenai_compatibility.rs\nprobabilistic_reasoning\nprocedural_howto_benchmarks.rs\nproject_lookups.rs\nprompt_variations.rs\nreasoning_loop.rs\nreasoning_paths.rs\nreasoning_paths_procedures.rs\nrecipe_interpreter.rs\nrecursive_core_recipe.rs\nresponse_language_followup.rs\nresponse_language_meta_algorithm.rs\nroute_method_alias.rs\nselection.rs\nself_improvement.rs\nshared_dialog_replay.rs\nskill_ledger.rs\nsolution_evidence.rs\nsource_cache.rs\nsubstitution_rules.rs\nsummarization_pipeline.rs\nsynthesis.rs\ntelegram_surface.rs\ntext_manipulation.rs\ntext_manipulation_benchmarks\ntext_manipulation_benchmarks.rs\ntranslation_round_trip.rs\ntranslation_via_links.rs\ntransparent_state.rs\nunit_incompatibility.rs\nunknown_reasoning.rs\nvscode_surface.rs\n=== any glob over data/meta recipes? ===\ntests/unit/issue_538_agentic.rs:490: let committed = include_str!(\"../../data/meta/self-ast.lino\");\ntests/unit/docs_requirements_issue_559.rs:293: \"data/meta/route-method-aliases.lino\",\ntests/unit/docs_requirements_issue_559.rs:300: let aliases = read(root.join(\"data/meta/route-method-aliases.lino\"));\ntests/unit/docs_requirements_issue_559.rs:302: \"data/meta/route-method-aliases.lino\",\ntests/unit/docs_requirements_issue_559.rs:575: \"data/meta/cue-lexicon.lino\",\ntests/unit/docs_requirements_issue_559.rs:582: let cues = read(root.join(\"data/meta/cue-lexicon.lino\"));\ntests/unit/docs_requirements_issue_559.rs:584: \"data/meta/cue-lexicon.lino\",\ntests/unit/specification/document_verification_meta_algorithm.rs:9://! probability\". `data/meta/document-verification-recipe.lino` is that recipe:\ntests/unit/specification/document_verification_meta_algorithm.rs:23:const RECIPE: &str = \"data/meta/document-verification-recipe.lino\";\ntests/unit/specification/document_verification_meta_algorithm.rs:111: let mut modules: Vec<PathBuf> = fs::read_dir(&worker_dir)\ntests/unit/specification/document_verification_meta_algorithm.rs:350: \"data/meta/document-verification-recipe.lino\",\ntests/unit/specification/cue_lexicon.rs:7://! R341 lifts them into `data/meta/cue-lexicon.lino`. These tests keep the data\ntests/unit/specification/cue_lexicon.rs:43: .unwrap_or_else(|| panic!(\"cue set `{name}` must exist in data/meta/cue-lexicon.lino\"));\ntests/unit/specification/response_language_meta_algorithm.rs:7://! detail … tested\". `data/meta/response-language-followup-recipe.lino` is that\ntests/unit/specification/response_language_meta_algorithm.rs:21:const RECIPE: &str = \"data/meta/response-language-followup-recipe.lino\";\ntests/unit/specification/response_language_meta_algorithm.rs:109: let mut modules: Vec<PathBuf> = fs::read_dir(&worker_dir)\ntests/unit/specification/response_language_meta_algorithm.rs:328: \"data/meta/response-language-followup-recipe.lino\",\ntests/unit/specification/agentic_meta_algorithm.rs:6://! `data/meta/agentic-coding-recipe.lino` is that meta-algorithm written down:\ntests/unit/specification/agentic_meta_algorithm.rs:20:const RECIPE: &str = \"data/meta/agentic-coding-recipe.lino\";\ntests/unit/specification/agentic_meta_algorithm.rs:327: \"data/meta/agentic-coding-recipe.lino\",", | |
| [2026-07-03T16:52:07.180Z] [INFO] "is_error": false | |
| [2026-07-03T16:52:07.180Z] [INFO] } | |
| [2026-07-03T16:52:07.180Z] [INFO] ] | |
| [2026-07-03T16:52:07.180Z] [INFO] }, | |
| [2026-07-03T16:52:07.180Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:52:07.180Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:52:07.180Z] [INFO] "uuid": "db330d99-3214-440f-8841-e6488dde2d76", | |
| [2026-07-03T16:52:07.180Z] [INFO] "timestamp": "2026-07-03T16:52:07.174Z", | |
| [2026-07-03T16:52:07.180Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:52:07.180Z] [INFO] "stdout": "=== toolchain ===\n/home/box/.cargo/bin/cargo\n/home/box/.cargo/bin/rustc\n/home/box/.nvm/versions/node/v20.20.2/bin/node\n/home/box/.bun/bin/bun\ncargo 1.96.0 (30a34c682 2026-05-25)\n=== recipe grounding tests ===\nagent_isolation.rs\nagentic_meta_algorithm.rs\nassociative_packages.rs\nbehavior_rules.rs\nbenchmarks.rs\ncalculator_delegation.rs\ncapabilities.rs\nchat_surface.rs\ncode_generation\ncode_generation_blueprint.rs\ncode_generation_coreference.rs\ncode_generation_program_modifiers.rs\ncoding_modification_benchmarks.rs\nconversation_history.rs\ncue_lexicon.rs\ndefinition_fusion.rs\ndesktop_surface.rs\ndocument_verification_meta_algorithm.rs\nformalization.rs\ngithub_repository_traffic.rs\nintent_formalization.rs\nissue_146.rs\nissue_402.rs\nissue_435.rs\nissue_436.rs\nissue_462.rs\nissue_465.rs\nissue_467.rs\nissue_595.rs\nlinks_network.rs\nmemory_query.rs\nmeta_algorithm.rs\nmeta_construction.rs\nmeta_frame.rs\nmeta_reasoning.rs\nmeta_self_improvement.rs\nmethod_registry.rs\nmod.rs\nmultilingual.rs\nnatural_language_access.rs\nnatural_language_skill_compilation.rs\nnetwork_visualization.rs\nopenai_compatibility.rs\nprobabilistic_reasoning\nprocedural_howto_benchmarks.rs\nproject_lookups.rs\nprompt_variations.rs\nreasoning_loop.rs\nreasoning_paths.rs\nreasoning_paths_procedures.rs\nrecipe_interpreter.rs\nrecursive_core_recipe.rs\nresponse_language_followup.rs\nresponse_language_meta_algorithm.rs\nroute_method_alias.rs\nselection.rs\nself_improvement.rs\nshared_dialog_replay.rs\nskill_ledger.rs\nsolution_evidence.rs\nsource_cache.rs\nsubstitution_rules.rs\nsummarization_pipeline.rs\nsynthesis.rs\ntelegram_surface.rs\ntext_manipulation.rs\ntext_manipulation_benchmarks\ntext_manipulation_benchmarks.rs\ntranslation_round_trip.rs\ntranslation_via_links.rs\ntransparent_state.rs\nunit_incompatibility.rs\nunknown_reasoning.rs\nvscode_surface.rs\n=== any glob over data/meta recipes? ===\ntests/unit/issue_538_agentic.rs:490: let committed = include_str!(\"../../data/meta/self-ast.lino\");\ntests/unit/docs_requirements_issue_559.rs:293: \"data/meta/route-method-aliases.lino\",\ntests/unit/docs_requirements_issue_559.rs:300: let aliases = read(root.join(\"data/meta/route-method-aliases.lino\"));\ntests/unit/docs_requirements_issue_559.rs:302: \"data/meta/route-method-aliases.lino\",\ntests/unit/docs_requirements_issue_559.rs:575: \"data/meta/cue-lexicon.lino\",\ntests/unit/docs_requirements_issue_559.rs:582: let cues = read(root.join(\"data/meta/cue-lexicon.lino\"));\ntests/unit/docs_requirements_issue_559.rs:584: \"data/meta/cue-lexicon.lino\",\ntests/unit/specification/document_verification_meta_algorithm.rs:9://! probability\". `data/meta/document-verification-recipe.lino` is that recipe:\ntests/unit/specification/document_verification_meta_algorithm.rs:23:const RECIPE: &str = \"data/meta/document-verification-recipe.lino\";\ntests/unit/specification/document_verification_meta_algorithm.rs:111: let mut modules: Vec<PathBuf> = fs::read_dir(&worker_dir)\ntests/unit/specification/document_verification_meta_algorithm.rs:350: \"data/meta/document-verification-recipe.lino\",\ntests/unit/specification/cue_lexicon.rs:7://! R341 lifts them into `data/meta/cue-lexicon.lino`. These tests keep the data\ntests/unit/specification/cue_lexicon.rs:43: .unwrap_or_else(|| panic!(\"cue set `{name}` must exist in data/meta/cue-lexicon.lino\"));\ntests/unit/specification/response_language_meta_algorithm.rs:7://! detail … tested\". `data/meta/response-language-followup-recipe.lino` is that\ntests/unit/specification/response_language_meta_algorithm.rs:21:const RECIPE: &str = \"data/meta/response-language-followup-recipe.lino\";\ntests/unit/specification/response_language_meta_algorithm.rs:109: let mut modules: Vec<PathBuf> = fs::read_dir(&worker_dir)\ntests/unit/specification/response_language_meta_algorithm.rs:328: \"data/meta/response-language-followup-recipe.lino\",\ntests/unit/specification/agentic_meta_algorithm.rs:6://! `data/meta/agentic-coding-recipe.lino` is that meta-algorithm written down:\ntests/unit/specification/agentic_meta_algorithm.rs:20:const RECIPE: &str = \"data/meta/agentic-coding-recipe.lino\";\ntests/unit/specification/agentic_meta_algorithm.rs:327: \"data/meta/agentic-coding-recipe.lino\",", | |
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| [2026-07-03T16:52:24.372Z] [INFO] "text": "No global recipe glob — each recipe has its own grounding test, so additions are safe. Let me check the guards I must satisfy when adding a seed file (embedded.rs registration test) and whether new `data/meta` recipes require doc coverage, then baseline the build." | |
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| [2026-07-03T16:52:29.707Z] [INFO] "input": { | |
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| [2026-07-03T16:52:29.707Z] [INFO] "description": "Check embedded registration guards and wikidata cache" | |
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| [2026-07-03T16:52:29.707Z] [INFO] "caller": { | |
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| [2026-07-03T16:52:30.908Z] [INFO] { | |
| [2026-07-03T16:52:30.908Z] [INFO] "tool_use_id": "toolu_019e2Jhe157N1qCoaTmEAJCj", | |
| [2026-07-03T16:52:30.908Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:52:30.908Z] [INFO] "content": "=== tests that enforce embedded seed file registration ===\ntests/unit/formal_ai.rs\ntests/unit/docs_requirements_issue_563.rs\ntests/integration/formal_ai_cli.rs\ntests/unit/issue_538_agentic.rs\ntests/unit/specification/calculator_delegation.rs\ntests/unit/specification/summarization_pipeline.rs\ntests/unit/specification/recursive_core_recipe.rs\ntests/unit/specification/vscode_surface.rs\ntests/unit/specification/cue_lexicon.rs\ntests/e2e/tests/issue-541-permissions.spec.js\n=== how embedded lists files (tail) ===\n1:pub const DEMO_DIALOGS_LINO: &str = include_str!(\"../../data/seed/demo-dialogs.lino\");\n2:pub const ENVIRONMENTS_LINO: &str = include_str!(\"../../data/seed/environments.lino\");\n3:pub const PROJECTS_LINO: &str = include_str!(\"../../data/seed/projects.lino\");\n10: (\"data/seed/agent-info.lino\", AGENT_INFO_LINO),\n15: (\"data/seed/concepts.lino\", CONCEPTS_LINO),\n=== finance meanings loaded into lexicon? grep loader ===\nsrc/seed/embedded.rs:73:pub const MEANINGS_FINANCE_LINO: &str = include_str!(\"../../data/seed/meanings-finance.lino\");\nsrc/seed/embedded.rs:207: (\"data/seed/meanings-finance.lino\", MEANINGS_FINANCE_LINO),\nsrc/seed/embedded.rs:285: MEANINGS_FINANCE_LINO,\n=== Wikidata cache for ETH/BTC ===\nQ100995.json\nQ100995.lino\nQ1036448.json\nQ1036448.lino\nQ104083.json\nQ104083.lino\nQ105.json\nQ105.lino\nQ105666562.json\nQ105666562.lino", | |
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| [2026-07-03T16:52:30.908Z] [INFO] } | |
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| [2026-07-03T16:52:30.908Z] [INFO] "timestamp": "2026-07-03T16:52:30.906Z", | |
| [2026-07-03T16:52:30.908Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:52:30.908Z] [INFO] "stdout": "=== tests that enforce embedded seed file registration ===\ntests/unit/formal_ai.rs\ntests/unit/docs_requirements_issue_563.rs\ntests/integration/formal_ai_cli.rs\ntests/unit/issue_538_agentic.rs\ntests/unit/specification/calculator_delegation.rs\ntests/unit/specification/summarization_pipeline.rs\ntests/unit/specification/recursive_core_recipe.rs\ntests/unit/specification/vscode_surface.rs\ntests/unit/specification/cue_lexicon.rs\ntests/e2e/tests/issue-541-permissions.spec.js\n=== how embedded lists files (tail) ===\n1:pub const DEMO_DIALOGS_LINO: &str = include_str!(\"../../data/seed/demo-dialogs.lino\");\n2:pub const ENVIRONMENTS_LINO: &str = include_str!(\"../../data/seed/environments.lino\");\n3:pub const PROJECTS_LINO: &str = include_str!(\"../../data/seed/projects.lino\");\n10: (\"data/seed/agent-info.lino\", AGENT_INFO_LINO),\n15: (\"data/seed/concepts.lino\", CONCEPTS_LINO),\n=== finance meanings loaded into lexicon? grep loader ===\nsrc/seed/embedded.rs:73:pub const MEANINGS_FINANCE_LINO: &str = include_str!(\"../../data/seed/meanings-finance.lino\");\nsrc/seed/embedded.rs:207: (\"data/seed/meanings-finance.lino\", MEANINGS_FINANCE_LINO),\nsrc/seed/embedded.rs:285: MEANINGS_FINANCE_LINO,\n=== Wikidata cache for ETH/BTC ===\nQ100995.json\nQ100995.lino\nQ1036448.json\nQ1036448.lino\nQ104083.json\nQ104083.lino\nQ105.json\nQ105.lino\nQ105666562.json\nQ105666562.lino", | |
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| [2026-07-03T16:52:32.777Z] [INFO] "anthropic-ratelimit-unified-overage-disabled-reason": "org_level_disabled", | |
| [2026-07-03T16:52:32.777Z] [INFO] "anthropic-ratelimit-unified-overage-status": "rejected", | |
| [2026-07-03T16:52:32.778Z] [INFO] "request-id": "req_011CcfUHwB3DWWVzTtDvFedE", | |
| [2026-07-03T16:52:32.778Z] [INFO] "anthropic-organization-id": "ebc2ac93-f86f-4d15-aff3-de8830d8d789", | |
| [2026-07-03T16:52:32.778Z] [INFO] "traceresponse": "00-28d210a71e0fbd9220ea16b5ad97c987-aa58ce41e0d87474-01", | |
| [2026-07-03T16:52:32.778Z] [INFO] "server": "cloudflare", | |
| [2026-07-03T16:52:32.778Z] [INFO] "x-robots-tag": "none", | |
| [2026-07-03T16:52:32.778Z] [INFO] "cf-cache-status": "DYNAMIC", | |
| [2026-07-03T16:52:32.779Z] [INFO] "cf-ray": "a15766ad5df7d122-CDG", | |
| [2026-07-03T16:52:32.779Z] [INFO] } ReadableStream { | |
| [2026-07-03T16:52:32.779Z] [INFO] blob: [Function: blob], | |
| [2026-07-03T16:52:32.780Z] [INFO] bytes: [Function: bytes], | |
| [2026-07-03T16:52:32.780Z] [INFO] cancel: [Function], | |
| [2026-07-03T16:52:32.780Z] [INFO] getReader: [Function], | |
| [2026-07-03T16:52:32.780Z] [INFO] json: [Function: json], | |
| [2026-07-03T16:52:32.780Z] [INFO] locked: [Getter], | |
| [2026-07-03T16:52:32.780Z] [INFO] pipeThrough: [Function], | |
| [2026-07-03T16:52:32.780Z] [INFO] pipeTo: [Function], | |
| [2026-07-03T16:52:32.781Z] [INFO] tee: [Function], | |
| [2026-07-03T16:52:32.781Z] [INFO] text: [Function: text], | |
| [2026-07-03T16:52:32.781Z] [INFO] values: [Function: values], | |
| [2026-07-03T16:52:32.781Z] [INFO] [Symbol(Symbol.asyncIterator)]: [Function: asyncIterator2], | |
| [2026-07-03T16:52:32.782Z] [INFO] } | |
| [2026-07-03T16:52:32.782Z] [INFO] [log_5b0e2f] response parsed { | |
| [2026-07-03T16:52:32.782Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:52:32.782Z] [INFO] status: 200, | |
| [2026-07-03T16:52:32.782Z] [INFO] body: oj { | |
| [2026-07-03T16:52:32.782Z] [INFO] iterator: [AsyncGeneratorFunction: s], | |
| [2026-07-03T16:52:32.783Z] [INFO] controller: AbortController { | |
| [2026-07-03T16:52:32.783Z] [INFO] signal: [AbortSignal ...], | |
| [2026-07-03T16:52:32.783Z] [INFO] abort: [Function: abort], | |
| [2026-07-03T16:52:32.784Z] [INFO] }, | |
| [2026-07-03T16:52:32.784Z] [INFO] [Symbol(Symbol.asyncIterator)]: [Function], | |
| [2026-07-03T16:52:32.784Z] [INFO] tee: [Function: tee], | |
| [2026-07-03T16:52:32.784Z] [INFO] toReadableStream: [Function: toReadableStream], | |
| [2026-07-03T16:52:32.784Z] [INFO] }, | |
| [2026-07-03T16:52:32.784Z] [INFO] durationMs: 1845, | |
| [2026-07-03T16:52:32.785Z] [INFO] } | |
| [2026-07-03T16:52:34.290Z] [INFO] { | |
| [2026-07-03T16:52:34.290Z] [INFO] "type": "system", | |
| [2026-07-03T16:52:34.290Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:52:34.290Z] [INFO] "estimated_tokens": 50, | |
| [2026-07-03T16:52:34.290Z] [INFO] "estimated_tokens_delta": 50, | |
| [2026-07-03T16:52:34.290Z] [INFO] "uuid": "52f4243b-2d37-4ff7-ad5f-5124ebc7f92c", | |
| [2026-07-03T16:52:34.290Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:52:34.290Z] [INFO] } | |
| [2026-07-03T16:52:36.273Z] [INFO] { | |
| [2026-07-03T16:52:36.273Z] [INFO] "type": "system", | |
| [2026-07-03T16:52:36.273Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:52:36.273Z] [INFO] "estimated_tokens": 150, | |
| [2026-07-03T16:52:36.273Z] [INFO] "estimated_tokens_delta": 100, | |
| [2026-07-03T16:52:36.273Z] [INFO] "uuid": "e66ad240-dd44-4a3e-af8b-487844530efb", | |
| [2026-07-03T16:52:36.273Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:52:36.273Z] [INFO] } | |
| [2026-07-03T16:52:37.317Z] [INFO] { | |
| [2026-07-03T16:52:37.317Z] [INFO] "type": "system", | |
| [2026-07-03T16:52:37.317Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:52:37.317Z] [INFO] "estimated_tokens": 250, | |
| [2026-07-03T16:52:37.317Z] [INFO] "estimated_tokens_delta": 100, | |
| [2026-07-03T16:52:37.317Z] [INFO] "uuid": "3e2fb196-7977-4c2c-9fd8-708e779449ba", | |
| [2026-07-03T16:52:37.317Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:52:37.317Z] [INFO] } | |
| [2026-07-03T16:52:38.791Z] [INFO] { | |
| [2026-07-03T16:52:38.791Z] [INFO] "type": "system", | |
| [2026-07-03T16:52:38.791Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:52:38.791Z] [INFO] "estimated_tokens": 300, | |
| [2026-07-03T16:52:38.791Z] [INFO] "estimated_tokens_delta": 50, | |
| [2026-07-03T16:52:38.791Z] [INFO] "uuid": "a56ddcc4-ab54-4cc8-87dd-6046f5f6245a", | |
| [2026-07-03T16:52:38.791Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:52:38.791Z] [INFO] } | |
| [2026-07-03T16:52:40.293Z] [INFO] { | |
| [2026-07-03T16:52:40.293Z] [INFO] "type": "system", | |
| [2026-07-03T16:52:40.293Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:52:40.293Z] [INFO] "estimated_tokens": 450, | |
| [2026-07-03T16:52:40.293Z] [INFO] "estimated_tokens_delta": 150, | |
| [2026-07-03T16:52:40.293Z] [INFO] "uuid": "a53af112-f16e-457c-8c18-242c1998f505", | |
| [2026-07-03T16:52:40.293Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:52:40.293Z] [INFO] } | |
| [2026-07-03T16:52:41.853Z] [INFO] { | |
| [2026-07-03T16:52:41.853Z] [INFO] "type": "system", | |
| [2026-07-03T16:52:41.853Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:52:41.853Z] [INFO] "estimated_tokens": 550, | |
| [2026-07-03T16:52:41.853Z] [INFO] "estimated_tokens_delta": 100, | |
| [2026-07-03T16:52:41.853Z] [INFO] "uuid": "8b4660e2-cdbd-424e-97da-21060325c9e9", | |
| [2026-07-03T16:52:41.853Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:52:41.853Z] [INFO] } | |
| [2026-07-03T16:52:43.839Z] [INFO] { | |
| [2026-07-03T16:52:43.839Z] [INFO] "type": "system", | |
| [2026-07-03T16:52:43.839Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:52:43.839Z] [INFO] "estimated_tokens": 700, | |
| [2026-07-03T16:52:43.839Z] [INFO] "estimated_tokens_delta": 150, | |
| [2026-07-03T16:52:43.839Z] [INFO] "uuid": "3b61f941-725a-42bc-bdbe-d3a4928ea45a", | |
| [2026-07-03T16:52:43.839Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb" | |
| [2026-07-03T16:52:43.839Z] [INFO] } | |
| [2026-07-03T16:52:43.841Z] [INFO] { | |
| [2026-07-03T16:52:43.841Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:52:43.841Z] [INFO] "message": { | |
| [2026-07-03T16:52:43.841Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:52:43.841Z] [INFO] "id": "msg_01LJYEWUPBNsSPagR4PE82jk", | |
| [2026-07-03T16:52:43.841Z] [INFO] "type": "message", | |
| [2026-07-03T16:52:43.841Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:52:43.841Z] [INFO] "content": [ | |
| [2026-07-03T16:52:43.841Z] [INFO] { | |
| [2026-07-03T16:52:43.841Z] [INFO] "type": "thinking", | |
| [2026-07-03T16:52:43.841Z] [INFO] "thinking": "", | |
| [2026-07-03T16:52:43.841Z] [INFO] "signature": "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" | |
| [2026-07-03T16:52:43.841Z] [INFO] } | |
| [2026-07-03T16:52:43.841Z] [INFO] ], | |
| [2026-07-03T16:52:43.841Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:52:43.841Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:52:43.841Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:52:43.841Z] [INFO] "usage": { | |
| [2026-07-03T16:52:43.841Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:52:43.841Z] [INFO] "cache_creation_input_tokens": 2083, | |
| [2026-07-03T16:52:43.841Z] [INFO] "cache_read_input_tokens": 76321, | |
| [2026-07-03T16:52:43.841Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:52:43.841Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:52:43.841Z] [INFO] "ephemeral_1h_input_tokens": 2083 | |
| [2026-07-03T16:52:43.841Z] [INFO] }, | |
| [2026-07-03T16:52:43.841Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:52:43.841Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:52:43.841Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:52:43.841Z] [INFO] }, | |
| [2026-07-03T16:52:43.841Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:52:43.841Z] [INFO] "context_management": null | |
| [2026-07-03T16:52:43.841Z] [INFO] }, | |
| [2026-07-03T16:52:43.841Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:52:43.841Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:52:43.841Z] [INFO] "uuid": "dd6b25e5-f5b8-45da-a3d8-475e5a6a5569", | |
| [2026-07-03T16:52:43.841Z] [INFO] "request_id": "req_011CcfUHwB3DWWVzTtDvFedE" | |
| [2026-07-03T16:52:43.841Z] [INFO] } | |
| [2026-07-03T16:52:46.608Z] [INFO] { | |
| [2026-07-03T16:52:46.608Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:52:46.608Z] [INFO] "message": { | |
| [2026-07-03T16:52:46.608Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:52:46.608Z] [INFO] "id": "msg_01LJYEWUPBNsSPagR4PE82jk", | |
| [2026-07-03T16:52:46.608Z] [INFO] "type": "message", | |
| [2026-07-03T16:52:46.608Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:52:46.608Z] [INFO] "content": [ | |
| [2026-07-03T16:52:46.608Z] [INFO] { | |
| [2026-07-03T16:52:46.608Z] [INFO] "type": "tool_use", | |
| [2026-07-03T16:52:46.608Z] [INFO] "id": "toolu_018GkKSuTdQ73rswFa1qZf2t", | |
| [2026-07-03T16:52:46.608Z] [INFO] "name": "Bash", | |
| [2026-07-03T16:52:46.608Z] [INFO] "input": { | |
| [2026-07-03T16:52:46.608Z] [INFO] "command": "cd /tmp/gh-issue-solver-1783097336426\necho \"=== model_aliases.rs (structured lino parse example) ===\" && sed -n '1,80p' src/seed/model_aliases.rs\necho \"=== wikidata cache check ===\" && for q in Q2687055 Q131723 Q13479982 Q1147674 Q2758585; do ls data/cache/wikidata/entity/$q.lino 2>/dev/null && echo \" ^has $q\"; done", | |
| [2026-07-03T16:52:46.608Z] [INFO] "description": "Study structured lino parsing example" | |
| [2026-07-03T16:52:46.608Z] [INFO] }, | |
| [2026-07-03T16:52:46.608Z] [INFO] "caller": { | |
| [2026-07-03T16:52:46.608Z] [INFO] "type": "direct" | |
| [2026-07-03T16:52:46.608Z] [INFO] } | |
| [2026-07-03T16:52:46.608Z] [INFO] } | |
| [2026-07-03T16:52:46.608Z] [INFO] ], | |
| [2026-07-03T16:52:46.608Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:52:46.608Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:52:46.608Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:52:46.608Z] [INFO] "usage": { | |
| [2026-07-03T16:52:46.608Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:52:46.608Z] [INFO] "cache_creation_input_tokens": 2083, | |
| [2026-07-03T16:52:46.608Z] [INFO] "cache_read_input_tokens": 76321, | |
| [2026-07-03T16:52:46.608Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:52:46.608Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:52:46.608Z] [INFO] "ephemeral_1h_input_tokens": 2083 | |
| [2026-07-03T16:52:46.608Z] [INFO] }, | |
| [2026-07-03T16:52:46.608Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:52:46.608Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:52:46.608Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:52:46.608Z] [INFO] }, | |
| [2026-07-03T16:52:46.608Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:52:46.608Z] [INFO] "context_management": null | |
| [2026-07-03T16:52:46.608Z] [INFO] }, | |
| [2026-07-03T16:52:46.608Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:52:46.608Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:52:46.608Z] [INFO] "uuid": "6da3df94-ff63-4d97-8007-326a539c1b45", | |
| [2026-07-03T16:52:46.608Z] [INFO] "request_id": "req_011CcfUHwB3DWWVzTtDvFedE" | |
| [2026-07-03T16:52:46.608Z] [INFO] } | |
| [2026-07-03T16:52:47.714Z] [INFO] { | |
| [2026-07-03T16:52:47.714Z] [INFO] "type": "user", | |
| [2026-07-03T16:52:47.714Z] [INFO] "message": { | |
| [2026-07-03T16:52:47.714Z] [INFO] "role": "user", | |
| [2026-07-03T16:52:47.714Z] [INFO] "content": [ | |
| [2026-07-03T16:52:47.714Z] [INFO] { | |
| [2026-07-03T16:52:47.714Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:52:47.714Z] [INFO] "content": "Exit code 2\n=== model_aliases.rs (structured lino parse example) ===\n//! Canonical model id and public aliases loaded from seed data.\n//!\n//! The HTTP adapters and protocol serializers use this registry so the public\n//! model surface can be changed by seed data instead of special-case matching\n//! in request routing.\n\nuse std::sync::OnceLock;\n\nuse super::parser::{parse_lino, LinoNode};\nuse super::MODEL_ALIASES_LINO;\n\n#[derive(Debug, Clone, PartialEq, Eq)]\npub struct ModelAliasRegistry {\n pub canonical_id: String,\n pub aliases: Vec<String>,\n}\n\nimpl ModelAliasRegistry {\n #[must_use]\n pub fn accepts(&self, model: &str) -> bool {\n let normalized = normalize_model_id(model);\n self.aliases\n .iter()\n .any(|alias| normalize_model_id(alias) == normalized)\n }\n}\n\n#[must_use]\npub fn model_aliases() -> &'static ModelAliasRegistry {\n static REGISTRY: OnceLock<ModelAliasRegistry> = OnceLock::new();\n REGISTRY.get_or_init(parse_model_aliases)\n}\n\n#[must_use]\npub fn canonical_model_id() -> &'static str {\n model_aliases().canonical_id.as_str()\n}\n\n#[must_use]\npub fn try_resolve_model_id(model: Option<&str>) -> Option<String> {\n let registry = model_aliases();\n let Some(model) = model.map(str::trim).filter(|model| !model.is_empty()) else {\n return Some(registry.canonical_id.clone());\n };\n if registry.accepts(model) {\n Some(registry.canonical_id.clone())\n } else {\n None\n }\n}\n\n#[must_use]\npub fn resolve_model_id(model: Option<&str>) -> String {\n try_resolve_model_id(model).unwrap_or_else(|| model_aliases().canonical_id.clone())\n}\n\nfn parse_model_aliases() -> ModelAliasRegistry {\n let tree = parse_lino(MODEL_ALIASES_LINO);\n let root = tree\n .children\n .iter()\n .find(|node| node.name == \"model_aliases\")\n .expect(\"data/seed/model-aliases.lino must declare model_aliases\");\n let canonical_id = canonical_from_root(root)\n .expect(\"data/seed/model-aliases.lino must declare model_aliases canonical\");\n let mut aliases = aliases_from_root(root);\n if !aliases\n .iter()\n .any(|alias| normalize_model_id(alias) == normalize_model_id(&canonical_id))\n {\n aliases.insert(0, canonical_id.clone());\n }\n ModelAliasRegistry {\n canonical_id,\n aliases,\n }\n}\n\nfn canonical_from_root(root: &LinoNode) -> Option<String> {\n root.children\n=== wikidata cache check ===", | |
| [2026-07-03T16:52:47.714Z] [INFO] "is_error": true, | |
| [2026-07-03T16:52:47.714Z] [INFO] "tool_use_id": "toolu_018GkKSuTdQ73rswFa1qZf2t" | |
| [2026-07-03T16:52:47.714Z] [INFO] } | |
| [2026-07-03T16:52:47.714Z] [INFO] ] | |
| [2026-07-03T16:52:47.714Z] [INFO] }, | |
| [2026-07-03T16:52:47.714Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:52:47.714Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:52:47.714Z] [INFO] "uuid": "a0a40e9f-6d12-43af-b090-cdddac36d867", | |
| [2026-07-03T16:52:47.714Z] [INFO] "timestamp": "2026-07-03T16:52:47.712Z", | |
| [2026-07-03T16:52:47.714Z] [INFO] "tool_use_result": "Error: Exit code 2\n=== model_aliases.rs (structured lino parse example) ===\n//! Canonical model id and public aliases loaded from seed data.\n//!\n//! The HTTP adapters and protocol serializers use this registry so the public\n//! model surface can be changed by seed data instead of special-case matching\n//! in request routing.\n\nuse std::sync::OnceLock;\n\nuse super::parser::{parse_lino, LinoNode};\nuse super::MODEL_ALIASES_LINO;\n\n#[derive(Debug, Clone, PartialEq, Eq)]\npub struct ModelAliasRegistry {\n pub canonical_id: String,\n pub aliases: Vec<String>,\n}\n\nimpl ModelAliasRegistry {\n #[must_use]\n pub fn accepts(&self, model: &str) -> bool {\n let normalized = normalize_model_id(model);\n self.aliases\n .iter()\n .any(|alias| normalize_model_id(alias) == normalized)\n }\n}\n\n#[must_use]\npub fn model_aliases() -> &'static ModelAliasRegistry {\n static REGISTRY: OnceLock<ModelAliasRegistry> = OnceLock::new();\n REGISTRY.get_or_init(parse_model_aliases)\n}\n\n#[must_use]\npub fn canonical_model_id() -> &'static str {\n model_aliases().canonical_id.as_str()\n}\n\n#[must_use]\npub fn try_resolve_model_id(model: Option<&str>) -> Option<String> {\n let registry = model_aliases();\n let Some(model) = model.map(str::trim).filter(|model| !model.is_empty()) else {\n return Some(registry.canonical_id.clone());\n };\n if registry.accepts(model) {\n Some(registry.canonical_id.clone())\n } else {\n None\n }\n}\n\n#[must_use]\npub fn resolve_model_id(model: Option<&str>) -> String {\n try_resolve_model_id(model).unwrap_or_else(|| model_aliases().canonical_id.clone())\n}\n\nfn parse_model_aliases() -> ModelAliasRegistry {\n let tree = parse_lino(MODEL_ALIASES_LINO);\n let root = tree\n .children\n .iter()\n .find(|node| node.name == \"model_aliases\")\n .expect(\"data/seed/model-aliases.lino must declare model_aliases\");\n let canonical_id = canonical_from_root(root)\n .expect(\"data/seed/model-aliases.lino must declare model_aliases canonical\");\n let mut aliases = aliases_from_root(root);\n if !aliases\n .iter()\n .any(|alias| normalize_model_id(alias) == normalize_model_id(&canonical_id))\n {\n aliases.insert(0, canonical_id.clone());\n }\n ModelAliasRegistry {\n canonical_id,\n aliases,\n }\n}\n\nfn canonical_from_root(root: &LinoNode) -> Option<String> {\n root.children\n=== wikidata cache check ===" | |
| [2026-07-03T16:52:47.714Z] [INFO] } | |
| [2026-07-03T16:52:47.715Z] [INFO] ⚠️ Tool result error detected: Exit code 2 | |
| [2026-07-03T16:52:47.715Z] [INFO] === model_aliases.rs (structured lino parse example) === | |
| [2026-07-03T16:52:47.715Z] [INFO] //! Canonical model id and public aliases loaded from seed data. | |
| [2026-07-03T16:52:47.715Z] [INFO] //! | |
| [2026-07-03T16:52:47.715Z] [INFO] //! The HTTP adapters and protocol serializers use this regist | |
| [2026-07-03T16:52:47.721Z] [INFO] [log_012888] sending request { | |
| [2026-07-03T16:52:47.721Z] [INFO] method: "post", | |
| [2026-07-03T16:52:47.722Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:52:47.722Z] [INFO] options: { | |
| [2026-07-03T16:52:47.722Z] [INFO] method: "post", | |
| [2026-07-03T16:52:47.722Z] [INFO] path: "/v1/messages?beta=true", | |
| [2026-07-03T16:52:47.722Z] [INFO] body: { | |
| [2026-07-03T16:52:47.722Z] [INFO] model: "claude-opus-4-8", | |
| [2026-07-03T16:52:47.723Z] [INFO] messages: [ | |
| [2026-07-03T16:52:47.723Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:52:47.723Z] [INFO] ], | |
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| [2026-07-03T16:52:47.723Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:52:47.723Z] [INFO] ], | |
| [2026-07-03T16:52:47.724Z] [INFO] tools: [ | |
| [2026-07-03T16:52:47.724Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:52:47.724Z] [INFO] ], | |
| [2026-07-03T16:52:47.724Z] [INFO] tool_choice: undefined, | |
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| [2026-07-03T16:52:47.725Z] [INFO] max_tokens: 128000, | |
| [2026-07-03T16:52:47.725Z] [INFO] thinking: [Object ...], | |
| [2026-07-03T16:52:47.725Z] [INFO] context_management: [Object ...], | |
| [2026-07-03T16:52:47.725Z] [INFO] output_config: [Object ...], | |
| [2026-07-03T16:52:47.725Z] [INFO] diagnostics: [Object ...], | |
| [2026-07-03T16:52:47.726Z] [INFO] stream: true, | |
| [2026-07-03T16:52:47.726Z] [INFO] }, | |
| [2026-07-03T16:52:47.726Z] [INFO] timeout: 600000, | |
| [2026-07-03T16:52:47.726Z] [INFO] signal: AbortSignal { | |
| [2026-07-03T16:52:47.726Z] [INFO] [Symbol(events.maxEventTargetListeners)]: 50, | |
| [2026-07-03T16:52:47.726Z] [INFO] [Symbol(events.maxEventTargetListenersWarned)]: false, | |
| [2026-07-03T16:52:47.727Z] [INFO] aborted: false, | |
| [2026-07-03T16:52:47.727Z] [INFO] reason: undefined, | |
| [2026-07-03T16:52:47.727Z] [INFO] onabort: null, | |
| [2026-07-03T16:52:47.727Z] [INFO] throwIfAborted: [Function: throwIfAborted], | |
| [2026-07-03T16:52:47.727Z] [INFO] addEventListener: [Function: addEventListener], | |
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| [2026-07-03T16:52:47.727Z] [INFO] dispatchEvent: [Function: dispatchEvent], | |
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| [2026-07-03T16:52:47.728Z] [INFO] accept: "application/json", | |
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| [2026-07-03T16:52:47.728Z] [INFO] "anthropic-dangerous-direct-browser-access": "true", | |
| [2026-07-03T16:52:47.728Z] [INFO] "anthropic-version": "2023-06-01", | |
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| [2026-07-03T16:52:47.730Z] [INFO] "x-stainless-lang": "js", | |
| [2026-07-03T16:52:47.730Z] [INFO] "x-stainless-os": "Linux", | |
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| [2026-07-03T16:52:49.928Z] [INFO] [log_012888, request-id: "req_011CcfUKB11ZSb4bBBLFesgp"] post https://api.anthropic.com/v1/messages?beta=true succeeded with status 200 in 2207ms | |
| [2026-07-03T16:52:49.928Z] [INFO] [log_012888] response start { | |
| [2026-07-03T16:52:49.929Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:52:49.929Z] [INFO] status: 200, | |
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| [2026-07-03T16:52:49.930Z] [INFO] "anthropic-organization-id": "ebc2ac93-f86f-4d15-aff3-de8830d8d789", | |
| [2026-07-03T16:52:49.930Z] [INFO] "anthropic-ratelimit-unified-5h-reset": "1783113600", | |
| [2026-07-03T16:52:49.930Z] [INFO] "anthropic-ratelimit-unified-5h-status": "allowed", | |
| [2026-07-03T16:52:49.930Z] [INFO] "anthropic-ratelimit-unified-5h-utilization": "0.07", | |
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| [2026-07-03T16:52:49.931Z] [INFO] "anthropic-ratelimit-unified-7d-status": "allowed", | |
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| [2026-07-03T16:52:49.932Z] [INFO] "anthropic-ratelimit-unified-fallback-percentage": "0.5", | |
| [2026-07-03T16:52:49.932Z] [INFO] "anthropic-ratelimit-unified-overage-disabled-reason": "org_level_disabled", | |
| [2026-07-03T16:52:49.932Z] [INFO] "anthropic-ratelimit-unified-overage-status": "rejected", | |
| [2026-07-03T16:52:49.932Z] [INFO] "anthropic-ratelimit-unified-representative-claim": "five_hour", | |
| [2026-07-03T16:52:49.932Z] [INFO] "anthropic-ratelimit-unified-reset": "1783113600", | |
| [2026-07-03T16:52:49.932Z] [INFO] "anthropic-ratelimit-unified-status": "allowed", | |
| [2026-07-03T16:52:49.933Z] [INFO] "cache-control": "no-cache", | |
| [2026-07-03T16:52:49.933Z] [INFO] "cf-cache-status": "DYNAMIC", | |
| [2026-07-03T16:52:49.934Z] [INFO] "cf-ray": "a15767165fe4d122-CDG", | |
| [2026-07-03T16:52:49.934Z] [INFO] connection: "keep-alive", | |
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| [2026-07-03T16:52:49.934Z] [INFO] "content-security-policy": "default-src 'none'; frame-ancestors 'none'", | |
| [2026-07-03T16:52:49.934Z] [INFO] "content-type": "text/event-stream; charset=utf-8", | |
| [2026-07-03T16:52:49.935Z] [INFO] date: "Fri, 03 Jul 2026 16:52:49 GMT", | |
| [2026-07-03T16:52:49.935Z] [INFO] "request-id": "req_011CcfUKB11ZSb4bBBLFesgp", | |
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| [2026-07-03T16:52:49.935Z] [INFO] "strict-transport-security": "max-age=31536000; includeSubDomains; preload", | |
| [2026-07-03T16:52:49.935Z] [INFO] traceresponse: "00-6efc4c96ec46cd11cac8d016103c4404-651b8e41267ac09e-01", | |
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| [2026-07-03T16:52:49.936Z] [INFO] vary: "Accept-Encoding", | |
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| [2026-07-03T16:52:49.936Z] [INFO] } | |
| [2026-07-03T16:52:49.936Z] [INFO] response 200 https://api.anthropic.com/v1/messages?beta=true Headers { | |
| [2026-07-03T16:52:49.937Z] [INFO] "date": "Fri, 03 Jul 2026 16:52:49 GMT", | |
| [2026-07-03T16:52:49.937Z] [INFO] "content-type": "text/event-stream; charset=utf-8", | |
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| [2026-07-03T16:52:49.937Z] [INFO] "connection": "keep-alive", | |
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| [2026-07-03T16:52:49.938Z] [INFO] "anthropic-ratelimit-unified-status": "allowed", | |
| [2026-07-03T16:52:49.938Z] [INFO] "anthropic-ratelimit-unified-5h-status": "allowed", | |
| [2026-07-03T16:52:49.939Z] [INFO] "anthropic-ratelimit-unified-5h-reset": "1783113600", | |
| [2026-07-03T16:52:49.939Z] [INFO] "anthropic-ratelimit-unified-5h-utilization": "0.07", | |
| [2026-07-03T16:52:49.939Z] [INFO] "anthropic-ratelimit-unified-7d-status": "allowed", | |
| [2026-07-03T16:52:49.939Z] [INFO] "anthropic-ratelimit-unified-7d-reset": "1783422000", | |
| [2026-07-03T16:52:49.939Z] [INFO] "anthropic-ratelimit-unified-7d-utilization": "0.35", | |
| [2026-07-03T16:52:49.940Z] [INFO] "anthropic-ratelimit-unified-representative-claim": "five_hour", | |
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| [2026-07-03T16:52:49.940Z] [INFO] "anthropic-ratelimit-unified-reset": "1783113600", | |
| [2026-07-03T16:52:49.940Z] [INFO] "anthropic-ratelimit-unified-overage-disabled-reason": "org_level_disabled", | |
| [2026-07-03T16:52:49.940Z] [INFO] "anthropic-ratelimit-unified-overage-status": "rejected", | |
| [2026-07-03T16:52:49.940Z] [INFO] "request-id": "req_011CcfUKB11ZSb4bBBLFesgp", | |
| [2026-07-03T16:52:49.940Z] [INFO] "anthropic-organization-id": "ebc2ac93-f86f-4d15-aff3-de8830d8d789", | |
| [2026-07-03T16:52:49.941Z] [INFO] "traceresponse": "00-6efc4c96ec46cd11cac8d016103c4404-651b8e41267ac09e-01", | |
| [2026-07-03T16:52:49.941Z] [INFO] "server": "cloudflare", | |
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| [2026-07-03T16:52:49.942Z] [INFO] } ReadableStream { | |
| [2026-07-03T16:52:49.942Z] [INFO] blob: [Function: blob], | |
| [2026-07-03T16:52:49.942Z] [INFO] bytes: [Function: bytes], | |
| [2026-07-03T16:52:49.942Z] [INFO] cancel: [Function], | |
| [2026-07-03T16:52:49.942Z] [INFO] getReader: [Function], | |
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| [2026-07-03T16:52:49.945Z] [INFO] status: 200, | |
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| [2026-07-03T16:52:49.947Z] [INFO] abort: [Function: abort], | |
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| [2026-07-03T16:52:49.948Z] [INFO] }, | |
| [2026-07-03T16:52:49.948Z] [INFO] durationMs: 2207, | |
| [2026-07-03T16:52:49.948Z] [INFO] } | |
| [2026-07-03T16:52:51.526Z] [INFO] { | |
| [2026-07-03T16:52:51.526Z] [INFO] "type": "system", | |
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| [2026-07-03T16:52:51.526Z] [INFO] "estimated_tokens": 50, | |
| [2026-07-03T16:52:51.526Z] [INFO] "estimated_tokens_delta": 50, | |
| [2026-07-03T16:52:51.526Z] [INFO] "uuid": "87262850-c16a-426a-8b93-64c2f45279b6", | |
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| [2026-07-03T16:52:51.526Z] [INFO] } | |
| [2026-07-03T16:52:51.526Z] [INFO] { | |
| [2026-07-03T16:52:51.526Z] [INFO] "type": "system", | |
| [2026-07-03T16:52:51.526Z] [INFO] "subtype": "thinking_tokens", | |
| [2026-07-03T16:52:51.526Z] [INFO] "estimated_tokens": 116, | |
| [2026-07-03T16:52:51.526Z] [INFO] "estimated_tokens_delta": 66, | |
| [2026-07-03T16:52:51.526Z] [INFO] "uuid": "f55cfe06-e88f-41c0-8633-7d5bac48cc87", | |
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| [2026-07-03T16:52:51.526Z] [INFO] } | |
| [2026-07-03T16:52:51.527Z] [INFO] { | |
| [2026-07-03T16:52:51.527Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:52:51.527Z] [INFO] "message": { | |
| [2026-07-03T16:52:51.527Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:52:51.527Z] [INFO] "id": "msg_01DEt2XHj5eFyngSutaFcMMR", | |
| [2026-07-03T16:52:51.527Z] [INFO] "type": "message", | |
| [2026-07-03T16:52:51.527Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:52:51.527Z] [INFO] "content": [ | |
| [2026-07-03T16:52:51.527Z] [INFO] { | |
| [2026-07-03T16:52:51.527Z] [INFO] "type": "thinking", | |
| [2026-07-03T16:52:51.527Z] [INFO] "thinking": "", | |
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| [2026-07-03T16:52:51.527Z] [INFO] } | |
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| [2026-07-03T16:52:51.527Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:52:51.527Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:52:51.527Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:52:51.527Z] [INFO] "usage": { | |
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| [2026-07-03T16:52:51.527Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:52:51.527Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
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| [2026-07-03T16:52:51.527Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:52:51.527Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:52:51.527Z] [INFO] }, | |
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| [2026-07-03T16:52:51.527Z] [INFO] "context_management": null | |
| [2026-07-03T16:52:51.527Z] [INFO] }, | |
| [2026-07-03T16:52:51.527Z] [INFO] "parent_tool_use_id": null, | |
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| [2026-07-03T16:52:51.527Z] [INFO] } | |
| [2026-07-03T16:52:55.044Z] [INFO] { | |
| [2026-07-03T16:52:55.044Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:52:55.044Z] [INFO] "message": { | |
| [2026-07-03T16:52:55.044Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:52:55.044Z] [INFO] "id": "msg_01DEt2XHj5eFyngSutaFcMMR", | |
| [2026-07-03T16:52:55.044Z] [INFO] "type": "message", | |
| [2026-07-03T16:52:55.044Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:52:55.044Z] [INFO] "content": [ | |
| [2026-07-03T16:52:55.044Z] [INFO] { | |
| [2026-07-03T16:52:55.044Z] [INFO] "type": "tool_use", | |
| [2026-07-03T16:52:55.044Z] [INFO] "id": "toolu_013Jz9DANCsvwTSVkPP3UiAD", | |
| [2026-07-03T16:52:55.044Z] [INFO] "name": "Bash", | |
| [2026-07-03T16:52:55.044Z] [INFO] "input": { | |
| [2026-07-03T16:52:55.044Z] [INFO] "command": "cd /tmp/gh-issue-solver-1783097336426\necho \"=== LinoNode API ===\" && grep -n \"pub struct LinoNode\\|pub fn\\|pub name\\|pub value\\|pub children\" src/seed/parser.rs | head -30\necho \"=== search cached wikidata for ethereum/bitcoin ===\" && grep -rliE \"ethereum|bitcoin\" data/cache/wikidata/entity/*.lino 2>/dev/null | head\necho \"=== existing grounded-in used in meanings-finance/facts ===\" && grep -rhn \"grounded-in\" data/seed/meanings-finance.lino data/seed/facts.lino | head", | |
| [2026-07-03T16:52:55.044Z] [INFO] "description": "LinoNode API and crypto wikidata cache" | |
| [2026-07-03T16:52:55.044Z] [INFO] }, | |
| [2026-07-03T16:52:55.044Z] [INFO] "caller": { | |
| [2026-07-03T16:52:55.044Z] [INFO] "type": "direct" | |
| [2026-07-03T16:52:55.044Z] [INFO] } | |
| [2026-07-03T16:52:55.044Z] [INFO] } | |
| [2026-07-03T16:52:55.044Z] [INFO] ], | |
| [2026-07-03T16:52:55.044Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:52:55.044Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:52:55.044Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:52:55.044Z] [INFO] "usage": { | |
| [2026-07-03T16:52:55.044Z] [INFO] "input_tokens": 2, | |
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| [2026-07-03T16:52:55.044Z] [INFO] "cache_creation": { | |
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| [2026-07-03T16:52:55.044Z] [INFO] "inference_geo": "not_available" | |
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| [2026-07-03T16:52:55.044Z] [INFO] "request_id": "req_011CcfUKB11ZSb4bBBLFesgp" | |
| [2026-07-03T16:52:55.044Z] [INFO] } | |
| [2026-07-03T16:52:56.255Z] [INFO] { | |
| [2026-07-03T16:52:56.255Z] [INFO] "type": "user", | |
| [2026-07-03T16:52:56.255Z] [INFO] "message": { | |
| [2026-07-03T16:52:56.255Z] [INFO] "role": "user", | |
| [2026-07-03T16:52:56.255Z] [INFO] "content": [ | |
| [2026-07-03T16:52:56.255Z] [INFO] { | |
| [2026-07-03T16:52:56.255Z] [INFO] "tool_use_id": "toolu_013Jz9DANCsvwTSVkPP3UiAD", | |
| [2026-07-03T16:52:56.255Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:52:56.255Z] [INFO] "content": "=== LinoNode API ===\n8:pub struct LinoNode {\n9: pub name: String,\n11: pub children: Vec<Self>,\n15: pub fn find_child_value(&self, name: &str) -> &str {\n25:pub fn parse_lino(text: &str) -> LinoNode {\n137:pub fn find_closing_quote(rest: &str) -> Option<usize> {\n185:pub fn unescape_value(raw: &str) -> String {\n284:pub fn decode_codepoints(raw: &str) -> String {\n290:pub fn escape_value(raw: &str) -> String {\n294:pub fn parse_codepoint(value: &str) -> u32 {\n305:pub fn split_pipe_list(raw: &str) -> Vec<String> {\n=== search cached wikidata for ethereum/bitcoin ===\n=== existing grounded-in used in meanings-finance/facts ===\n3: grounded-in Q4290\n24: grounded-in Q170924\n40: grounded-in Q959606\n160: grounded-in Q577", | |
| [2026-07-03T16:52:56.255Z] [INFO] "is_error": false | |
| [2026-07-03T16:52:56.255Z] [INFO] } | |
| [2026-07-03T16:52:56.255Z] [INFO] ] | |
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| [2026-07-03T16:52:56.255Z] [INFO] "parent_tool_use_id": null, | |
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| [2026-07-03T16:52:56.255Z] [INFO] "uuid": "299cde21-1536-4c6f-9fef-564e41b6f1ab", | |
| [2026-07-03T16:52:56.255Z] [INFO] "timestamp": "2026-07-03T16:52:56.253Z", | |
| [2026-07-03T16:52:56.255Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:52:56.255Z] [INFO] "stdout": "=== LinoNode API ===\n8:pub struct LinoNode {\n9: pub name: String,\n11: pub children: Vec<Self>,\n15: pub fn find_child_value(&self, name: &str) -> &str {\n25:pub fn parse_lino(text: &str) -> LinoNode {\n137:pub fn find_closing_quote(rest: &str) -> Option<usize> {\n185:pub fn unescape_value(raw: &str) -> String {\n284:pub fn decode_codepoints(raw: &str) -> String {\n290:pub fn escape_value(raw: &str) -> String {\n294:pub fn parse_codepoint(value: &str) -> u32 {\n305:pub fn split_pipe_list(raw: &str) -> Vec<String> {\n=== search cached wikidata for ethereum/bitcoin ===\n=== existing grounded-in used in meanings-finance/facts ===\n3: grounded-in Q4290\n24: grounded-in Q170924\n40: grounded-in Q959606\n160: grounded-in Q577", | |
| [2026-07-03T16:52:56.255Z] [INFO] "stderr": "", | |
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| [2026-07-03T16:52:56.255Z] [INFO] } | |
| [2026-07-03T16:52:56.255Z] [INFO] } | |
| [2026-07-03T16:52:56.265Z] [INFO] [log_683cbf] sending request { | |
| [2026-07-03T16:52:56.266Z] [INFO] method: "post", | |
| [2026-07-03T16:52:56.268Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:52:56.269Z] [INFO] options: { | |
| [2026-07-03T16:52:56.270Z] [INFO] method: "post", | |
| [2026-07-03T16:52:56.270Z] [INFO] path: "/v1/messages?beta=true", | |
| [2026-07-03T16:52:56.270Z] [INFO] body: { | |
| [2026-07-03T16:52:56.271Z] [INFO] model: "claude-opus-4-8", | |
| [2026-07-03T16:52:56.271Z] [INFO] messages: [ | |
| [2026-07-03T16:52:56.271Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:52:56.272Z] [INFO] ], | |
| [2026-07-03T16:52:56.272Z] [INFO] system: [ | |
| [2026-07-03T16:52:56.273Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:52:56.273Z] [INFO] ], | |
| [2026-07-03T16:52:56.273Z] [INFO] tools: [ | |
| [2026-07-03T16:52:56.273Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:52:56.274Z] [INFO] ], | |
| [2026-07-03T16:52:56.274Z] [INFO] tool_choice: undefined, | |
| [2026-07-03T16:52:56.274Z] [INFO] metadata: [Object ...], | |
| [2026-07-03T16:52:56.275Z] [INFO] max_tokens: 128000, | |
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| [2026-07-03T16:52:56.277Z] [INFO] context_management: [Object ...], | |
| [2026-07-03T16:52:56.277Z] [INFO] output_config: [Object ...], | |
| [2026-07-03T16:52:56.278Z] [INFO] diagnostics: [Object ...], | |
| [2026-07-03T16:52:56.279Z] [INFO] stream: true, | |
| [2026-07-03T16:52:56.280Z] [INFO] }, | |
| [2026-07-03T16:52:56.281Z] [INFO] timeout: 600000, | |
| [2026-07-03T16:52:56.281Z] [INFO] signal: AbortSignal { | |
| [2026-07-03T16:52:56.281Z] [INFO] [Symbol(events.maxEventTargetListeners)]: 50, | |
| [2026-07-03T16:52:56.282Z] [INFO] [Symbol(events.maxEventTargetListenersWarned)]: false, | |
| [2026-07-03T16:52:56.282Z] [INFO] aborted: false, | |
| [2026-07-03T16:52:56.282Z] [INFO] reason: undefined, | |
| [2026-07-03T16:52:56.284Z] [INFO] onabort: null, | |
| [2026-07-03T16:52:56.284Z] [INFO] throwIfAborted: [Function: throwIfAborted], | |
| [2026-07-03T16:52:56.284Z] [INFO] addEventListener: [Function: addEventListener], | |
| [2026-07-03T16:52:56.285Z] [INFO] removeEventListener: [Function: removeEventListener], | |
| [2026-07-03T16:52:56.285Z] [INFO] dispatchEvent: [Function: dispatchEvent], | |
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| [2026-07-03T16:52:56.285Z] [INFO] stream: true, | |
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| [2026-07-03T16:52:56.286Z] [INFO] headers: { | |
| [2026-07-03T16:52:56.286Z] [INFO] accept: "application/json", | |
| [2026-07-03T16:52:56.286Z] [INFO] "anthropic-beta": "claude-code-20250219,oauth-2025-04-20,interleaved-thinking-2025-05-14,thinking-token-count-2026-05-13,context-management-2025-06-27,prompt-caching-scope-2026-01-05,mid-conversation-system-2026-04-07,advisor-tool-2026-03-01,advanced-tool-use-2025-11-20,effort-2025-11-24,extended-cache-ttl-2025-04-11,cache-diagnosis-2026-04-07", | |
| [2026-07-03T16:52:56.286Z] [INFO] "anthropic-dangerous-direct-browser-access": "true", | |
| [2026-07-03T16:52:56.286Z] [INFO] "anthropic-version": "2023-06-01", | |
| [2026-07-03T16:52:56.287Z] [INFO] authorization: "***", | |
| [2026-07-03T16:52:56.287Z] [INFO] "content-type": "application/json", | |
| [2026-07-03T16:52:56.287Z] [INFO] "user-agent": "claude-cli/2.1.197 (external, sdk-cli)", | |
| [2026-07-03T16:52:56.287Z] [INFO] "x-app": "cli", | |
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| [2026-07-03T16:52:56.288Z] [INFO] "x-client-request-id": "958b275a-f525-43a6-9f65-f64dfbc662ed", | |
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| [2026-07-03T16:52:59.264Z] [INFO] [log_683cbf, request-id: "req_011CcfUKoXi3J6UyvkKHXivr"] post https://api.anthropic.com/v1/messages?beta=true succeeded with status 200 in 2999ms | |
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| [2026-07-03T16:52:59.272Z] [INFO] "anthropic-ratelimit-unified-overage-status": "rejected", | |
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| [2026-07-03T16:52:59.274Z] [INFO] date: "Fri, 03 Jul 2026 16:52:59 GMT", | |
| [2026-07-03T16:52:59.274Z] [INFO] "request-id": "req_011CcfUKoXi3J6UyvkKHXivr", | |
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| [2026-07-03T16:52:59.277Z] [INFO] durationMs: 2999, | |
| [2026-07-03T16:52:59.277Z] [INFO] } | |
| [2026-07-03T16:52:59.277Z] [INFO] response 200 https://api.anthropic.com/v1/messages?beta=true Headers { | |
| [2026-07-03T16:52:59.277Z] [INFO] "date": "Fri, 03 Jul 2026 16:52:59 GMT", | |
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| [2026-07-03T16:52:59.281Z] [INFO] "anthropic-ratelimit-unified-7d-status": "allowed", | |
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| [2026-07-03T16:52:59.288Z] [INFO] "anthropic-organization-id": "ebc2ac93-f86f-4d15-aff3-de8830d8d789", | |
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| [2026-07-03T16:52:59.289Z] [INFO] } ReadableStream { | |
| [2026-07-03T16:52:59.289Z] [INFO] blob: [Function: blob], | |
| [2026-07-03T16:52:59.290Z] [INFO] bytes: [Function: bytes], | |
| [2026-07-03T16:52:59.291Z] [INFO] cancel: [Function], | |
| [2026-07-03T16:52:59.291Z] [INFO] getReader: [Function], | |
| [2026-07-03T16:52:59.292Z] [INFO] json: [Function: json], | |
| [2026-07-03T16:52:59.292Z] [INFO] locked: [Getter], | |
| [2026-07-03T16:52:59.292Z] [INFO] pipeThrough: [Function], | |
| [2026-07-03T16:52:59.293Z] [INFO] pipeTo: [Function], | |
| [2026-07-03T16:52:59.293Z] [INFO] tee: [Function], | |
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| [2026-07-03T16:52:59.293Z] [INFO] } | |
| [2026-07-03T16:52:59.294Z] [INFO] [log_683cbf] response parsed { | |
| [2026-07-03T16:52:59.294Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:52:59.294Z] [INFO] status: 200, | |
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| [2026-07-03T16:53:05.354Z] [INFO] { | |
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| [2026-07-03T16:53:05.356Z] [INFO] { | |
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| [2026-07-03T16:53:05.807Z] [INFO] "content": "1\t//! Tiny Links Notation parser shared by every `seed` loader.\n2\t//!\n3\t//! Seed files are indentation trees. Historical files used `name \"value\"`;\n4\t//! issue #398 migrates data to unquoted links with `#` comments and explicit\n5\t//! codepoint metadata for text that is not yet formalized as a lexeme id.\n6\t\n7\t#[derive(Debug, Default, Clone)]\n8\tpub struct LinoNode {\n9\t pub name: String,\n10\t pub id: String,\n11\t pub children: Vec<Self>,\n12\t}\n13\t\n14\timpl LinoNode {\n15\t pub fn find_child_value(&self, name: &str) -> &str {\n16\t for child in &self.children {\n17\t if child.name == name {\n18\t return &child.id;\n19\t }\n20\t }\n21\t \"\"\n22\t }\n23\t}\n24\t\n25\tpub fn parse_lino(text: &str) -> LinoNode {\n26\t let mut root = LinoNode::default();\n27\t let mut stack: Vec<(Option<usize>, Vec<usize>)> = vec![(None, Vec::new())];\n28\t for line in text.lines() {\n29\t if strip_comment(line).trim().is_empty() {\n30\t continue;\n31\t }\n32\t let indent = line.chars().take_while(|c| *c == ' ').count();\n33\t let content = &line[indent..];\n34\t let Some(node) = parse_lino_line(content) else {\n35\t continue;\n36\t };\n37\t while stack.len() > 1\n38\t && stack\n39\t .last()\n40\t .and_then(|s| s.0)\n41\t .is_some_and(|top| top >= indent)\n42\t {\n43\t stack.pop();\n44\t }\n45\t let parent_path = stack.last().map(|s| s.1.clone()).unwrap_or_default();\n46\t let parent = navigate_mut(&mut root, &parent_path);\n47\t parent.children.push(node);\n48\t let new_index = parent.children.len() - 1;\n49\t let mut new_path = parent_path;\n50\t new_path.push(new_index);\n51\t stack.push((Some(indent), new_path));\n52\t }\n53\t root\n54\t}\n55\t\n56\tfn navigate_mut<'a>(root: &'a mut LinoNode, path: &[usize]) -> &'a mut LinoNode {\n57\t let mut current = root;\n58\t for &index in path {\n59\t current = &mut current.children[index];\n60\t }\n61\t current\n62\t}\n63\t\n64\tfn parse_lino_line(content: &str) -> Option<LinoNode> {\n65\t let mut node = LinoNode::default();\n66\t let content = strip_comment(content).trim();\n67\t if content.is_empty() {\n68\t return None;\n69\t }\n70\t\n71\t if let Some((name, id)) = parse_colon_definition(content) {\n72\t node.name = name.to_string();\n73\t node.id = decode_raw_reference_preserving_quotes(id);\n74\t } else if let Some((name, id)) = content.split_once(char::is_whitespace) {\n75\t node.name = name.trim().to_string();\n76\t node.id = decode_raw_reference(id.trim());\n77\t } else {\n78\t node.name = content.trim().to_string();\n79\t }\n80\t Some(node)\n81\t}\n82\t\n83\tfn strip_comment(line: &str) -> &str {\n84\t let mut quote = None;\n85\t let mut escaped = false;\n86\t let mut previous_was_space = true;\n87\t let mut characters = line.char_indices().peekable();\n88\t while let Some((index, character)) = characters.next() {\n89\t if let Some(quote_character) = quote {\n90\t if escaped {\n91\t escaped = false;\n92\t continue;\n93\t }\n94\t if (quote_character == '\"' || quote_character == '`') && character == '\\\\' {\n95\t escaped = true;\n96\t continue;\n97\t }\n98\t if quote_character == '\\''\n99\t && character == '\\''\n100\t && characters.peek().is_some_and(|(_, next)| *next == '\\'')\n101\t {\n102\t characters.next();\n103\t continue;\n104\t }\n105\t if character == quote_character {\n106\t quote = None;\n107\t }\n108\t continue;\n109\t }\n110\t\n111\t if matches!(character, '\"' | '\\'' | '`') {\n112\t quote = Some(character);\n113\t previous_was_space = false;\n114\t continue;\n115\t }\n116\t if character == '#' && previous_was_space {\n117\t return &line[..index];\n118\t }\n119\t previous_was_space = character.is_whitespace();\n120\t }\n121\t line\n122\t}\n123\t\n124\tfn parse_colon_definition(content: &str) -> Option<(&str, &str)> {\n125\t let first_whitespace = content.find(char::is_whitespace);\n126\t let colon = content.find(':')?;\n127\t if first_whitespace.is_some_and(|space| space < colon) {\n128\t return None;\n129\t }\n130\t let name = content[..colon].trim();\n131\t if name.is_empty() {\n132\t return None;\n133\t }\n134\t Some((name, content[colon + 1..].trim()))\n135\t}\n136\t\n137\tpub fn find_closing_quote(rest: &str) -> Option<usize> {\n138\t let bytes = rest.as_bytes();\n139\t let mut i = 0;\n140\t while i < bytes.len() {" | |
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| [2026-07-03T16:53:05.807Z] [INFO] "content": "//! Tiny Links Notation parser shared by every `seed` loader.\n//!\n//! Seed files are indentation trees. Historical files used `name \"value\"`;\n//! issue #398 migrates data to unquoted links with `#` comments and explicit\n//! codepoint metadata for text that is not yet formalized as a lexeme id.\n\n#[derive(Debug, Default, Clone)]\npub struct LinoNode {\n pub name: String,\n pub id: String,\n pub children: Vec<Self>,\n}\n\nimpl LinoNode {\n pub fn find_child_value(&self, name: &str) -> &str {\n for child in &self.children {\n if child.name == name {\n return &child.id;\n }\n }\n \"\"\n }\n}\n\npub fn parse_lino(text: &str) -> LinoNode {\n let mut root = LinoNode::default();\n let mut stack: Vec<(Option<usize>, Vec<usize>)> = vec![(None, Vec::new())];\n for line in text.lines() {\n if strip_comment(line).trim().is_empty() {\n continue;\n }\n let indent = line.chars().take_while(|c| *c == ' ').count();\n let content = &line[indent..];\n let Some(node) = parse_lino_line(content) else {\n continue;\n };\n while stack.len() > 1\n && stack\n .last()\n .and_then(|s| s.0)\n .is_some_and(|top| top >= indent)\n {\n stack.pop();\n }\n let parent_path = stack.last().map(|s| s.1.clone()).unwrap_or_default();\n let parent = navigate_mut(&mut root, &parent_path);\n parent.children.push(node);\n let new_index = parent.children.len() - 1;\n let mut new_path = parent_path;\n new_path.push(new_index);\n stack.push((Some(indent), new_path));\n }\n root\n}\n\nfn navigate_mut<'a>(root: &'a mut LinoNode, path: &[usize]) -> &'a mut LinoNode {\n let mut current = root;\n for &index in path {\n current = &mut current.children[index];\n }\n current\n}\n\nfn parse_lino_line(content: &str) -> Option<LinoNode> {\n let mut node = LinoNode::default();\n let content = strip_comment(content).trim();\n if content.is_empty() {\n return None;\n }\n\n if let Some((name, id)) = parse_colon_definition(content) {\n node.name = name.to_string();\n node.id = decode_raw_reference_preserving_quotes(id);\n } else if let Some((name, id)) = content.split_once(char::is_whitespace) {\n node.name = name.trim().to_string();\n node.id = decode_raw_reference(id.trim());\n } else {\n node.name = content.trim().to_string();\n }\n Some(node)\n}\n\nfn strip_comment(line: &str) -> &str {\n let mut quote = None;\n let mut escaped = false;\n let mut previous_was_space = true;\n let mut characters = line.char_indices().peekable();\n while let Some((index, character)) = characters.next() {\n if let Some(quote_character) = quote {\n if escaped {\n escaped = false;\n continue;\n }\n if (quote_character == '\"' || quote_character == '`') && character == '\\\\' {\n escaped = true;\n continue;\n }\n if quote_character == '\\''\n && character == '\\''\n && characters.peek().is_some_and(|(_, next)| *next == '\\'')\n {\n characters.next();\n continue;\n }\n if character == quote_character {\n quote = None;\n }\n continue;\n }\n\n if matches!(character, '\"' | '\\'' | '`') {\n quote = Some(character);\n previous_was_space = false;\n continue;\n }\n if character == '#' && previous_was_space {\n return &line[..index];\n }\n previous_was_space = character.is_whitespace();\n }\n line\n}\n\nfn parse_colon_definition(content: &str) -> Option<(&str, &str)> {\n let first_whitespace = content.find(char::is_whitespace);\n let colon = content.find(':')?;\n if first_whitespace.is_some_and(|space| space < colon) {\n return None;\n }\n let name = content[..colon].trim();\n if name.is_empty() {\n return None;\n }\n Some((name, content[colon + 1..].trim()))\n}\n\npub fn find_closing_quote(rest: &str) -> Option<usize> {\n let bytes = rest.as_bytes();\n let mut i = 0;\n while i < bytes.len() {", | |
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| [2026-07-03T16:53:31.109Z] [INFO] "text": "I have a complete understanding now. Let me set up task tracking and test network access (needed to capture accurate multi-year/multi-asset market data — correctness is essential for a formal-verification project)." | |
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| [2026-07-03T16:53:32.123Z] [INFO] { | |
| [2026-07-03T16:53:32.123Z] [INFO] "type": "tool_reference", | |
| [2026-07-03T16:53:32.123Z] [INFO] "tool_name": "TaskUpdate" | |
| [2026-07-03T16:53:32.123Z] [INFO] } | |
| [2026-07-03T16:53:32.123Z] [INFO] ] | |
| [2026-07-03T16:53:32.123Z] [INFO] } | |
| [2026-07-03T16:53:32.123Z] [INFO] ] | |
| [2026-07-03T16:53:32.123Z] [INFO] }, | |
| [2026-07-03T16:53:32.123Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:53:32.123Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:53:32.123Z] [INFO] "uuid": "aa99e0bf-78ab-4846-bf78-4d17206c775c", | |
| [2026-07-03T16:53:32.123Z] [INFO] "timestamp": "2026-07-03T16:53:32.121Z", | |
| [2026-07-03T16:53:32.123Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:53:32.123Z] [INFO] "matches": [ | |
| [2026-07-03T16:53:32.123Z] [INFO] "TaskCreate", | |
| [2026-07-03T16:53:32.123Z] [INFO] "TaskUpdate" | |
| [2026-07-03T16:53:32.123Z] [INFO] ], | |
| [2026-07-03T16:53:32.123Z] [INFO] "query": "select:TaskCreate,TaskUpdate", | |
| [2026-07-03T16:53:32.123Z] [INFO] "total_deferred_tools": 33 | |
| [2026-07-03T16:53:32.123Z] [INFO] } | |
| [2026-07-03T16:53:32.123Z] [INFO] } | |
| [2026-07-03T16:53:35.330Z] [INFO] { | |
| [2026-07-03T16:53:35.330Z] [INFO] "type": "assistant", | |
| [2026-07-03T16:53:35.330Z] [INFO] "message": { | |
| [2026-07-03T16:53:35.330Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-07-03T16:53:35.330Z] [INFO] "id": "msg_01GBoxaEfACeA9rGrKoqpknV", | |
| [2026-07-03T16:53:35.330Z] [INFO] "type": "message", | |
| [2026-07-03T16:53:35.330Z] [INFO] "role": "assistant", | |
| [2026-07-03T16:53:35.330Z] [INFO] "content": [ | |
| [2026-07-03T16:53:35.330Z] [INFO] { | |
| [2026-07-03T16:53:35.330Z] [INFO] "type": "tool_use", | |
| [2026-07-03T16:53:35.330Z] [INFO] "id": "toolu_01A9P3By149rQHNjgNncQ29z", | |
| [2026-07-03T16:53:35.330Z] [INFO] "name": "Bash", | |
| [2026-07-03T16:53:35.330Z] [INFO] "input": { | |
| [2026-07-03T16:53:35.330Z] [INFO] "command": "cd /tmp/gh-issue-solver-1783097336426\necho \"=== network test: binance ETH 2023 klines ===\" \ncurl -s --max-time 20 'https://api.binance.com/api/v3/klines?symbol=ETHUSDT&interval=1d&startTime=1672531200000&endTime=1704067199999&limit=3' 2>&1 | head -c 400\necho \"\"\necho \"=== binance BTC 2024 test ===\"\ncurl -s --max-time 20 'https://api.binance.com/api/v3/klines?symbol=BTCUSDT&interval=1d&startTime=1704067200000&endTime=1704153600000&limit=1' 2>&1 | head -c 300", | |
| [2026-07-03T16:53:35.330Z] [INFO] "description": "Test network access to Binance API" | |
| [2026-07-03T16:53:35.330Z] [INFO] }, | |
| [2026-07-03T16:53:35.330Z] [INFO] "caller": { | |
| [2026-07-03T16:53:35.330Z] [INFO] "type": "direct" | |
| [2026-07-03T16:53:35.330Z] [INFO] } | |
| [2026-07-03T16:53:35.330Z] [INFO] } | |
| [2026-07-03T16:53:35.330Z] [INFO] ], | |
| [2026-07-03T16:53:35.330Z] [INFO] "stop_reason": null, | |
| [2026-07-03T16:53:35.330Z] [INFO] "stop_sequence": null, | |
| [2026-07-03T16:53:35.330Z] [INFO] "stop_details": null, | |
| [2026-07-03T16:53:35.330Z] [INFO] "usage": { | |
| [2026-07-03T16:53:35.330Z] [INFO] "input_tokens": 2, | |
| [2026-07-03T16:53:35.330Z] [INFO] "cache_creation_input_tokens": 2300, | |
| [2026-07-03T16:53:35.330Z] [INFO] "cache_read_input_tokens": 81186, | |
| [2026-07-03T16:53:35.330Z] [INFO] "cache_creation": { | |
| [2026-07-03T16:53:35.330Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:53:35.330Z] [INFO] "ephemeral_1h_input_tokens": 2300 | |
| [2026-07-03T16:53:35.330Z] [INFO] }, | |
| [2026-07-03T16:53:35.330Z] [INFO] "output_tokens": 2, | |
| [2026-07-03T16:53:35.330Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:53:35.330Z] [INFO] "inference_geo": "not_available" | |
| [2026-07-03T16:53:35.330Z] [INFO] }, | |
| [2026-07-03T16:53:35.330Z] [INFO] "diagnostics": null, | |
| [2026-07-03T16:53:35.330Z] [INFO] "context_management": null | |
| [2026-07-03T16:53:35.330Z] [INFO] }, | |
| [2026-07-03T16:53:35.330Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:53:35.330Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:53:35.330Z] [INFO] "uuid": "9af2bd94-3791-4947-8900-cf8d87314c80", | |
| [2026-07-03T16:53:35.330Z] [INFO] "request_id": "req_011CcfULWamWJ4c9Fwru8LxN" | |
| [2026-07-03T16:53:35.330Z] [INFO] } | |
| [2026-07-03T16:53:37.012Z] [INFO] { | |
| [2026-07-03T16:53:37.012Z] [INFO] "type": "user", | |
| [2026-07-03T16:53:37.012Z] [INFO] "message": { | |
| [2026-07-03T16:53:37.012Z] [INFO] "role": "user", | |
| [2026-07-03T16:53:37.012Z] [INFO] "content": [ | |
| [2026-07-03T16:53:37.012Z] [INFO] { | |
| [2026-07-03T16:53:37.012Z] [INFO] "tool_use_id": "toolu_01A9P3By149rQHNjgNncQ29z", | |
| [2026-07-03T16:53:37.012Z] [INFO] "type": "tool_result", | |
| [2026-07-03T16:53:37.012Z] [INFO] "content": "=== network test: binance ETH 2023 klines ===\n[[1672531200000,\"1196.13000000\",\"1204.67000000\",\"1190.57000000\",\"1200.34000000\",\"117762.06850000\",1672617599999,\"141014996.65570800\",233151,\"60055.50070000\",\"71918680.42880500\",\"0\"],[1672617600000,\"1200.33000000\",\"1224.29000000\",\"1193.00000000\",\"1214.00000000\",\"252794.14000000\",1672703999999,\"306657437.52747900\",330000,\"123469.94340000\",\"149737175.61059500\",\"0\"],[1672704000000,\"1213.99000000\",\"121\n=== binance BTC 2024 test ===\n[[1704067200000,\"42283.58000000\",\"44184.10000000\",\"42180.77000000\",\"44179.55000000\",\"27174.29903000\",1704153599999,\"1169995682.02800140\",1114623,\"14331.73180000\",\"617352094.56051940\",\"0\"]]", | |
| [2026-07-03T16:53:37.012Z] [INFO] "is_error": false | |
| [2026-07-03T16:53:37.012Z] [INFO] } | |
| [2026-07-03T16:53:37.012Z] [INFO] ] | |
| [2026-07-03T16:53:37.012Z] [INFO] }, | |
| [2026-07-03T16:53:37.012Z] [INFO] "parent_tool_use_id": null, | |
| [2026-07-03T16:53:37.012Z] [INFO] "session_id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:53:37.012Z] [INFO] "uuid": "675dd391-9ed0-47be-9469-df29f1f29679", | |
| [2026-07-03T16:53:37.012Z] [INFO] "timestamp": "2026-07-03T16:53:37.009Z", | |
| [2026-07-03T16:53:37.012Z] [INFO] "tool_use_result": { | |
| [2026-07-03T16:53:37.012Z] [INFO] "stdout": "=== network test: binance ETH 2023 klines ===\n[[1672531200000,\"1196.13000000\",\"1204.67000000\",\"1190.57000000\",\"1200.34000000\",\"117762.06850000\",1672617599999,\"141014996.65570800\",233151,\"60055.50070000\",\"71918680.42880500\",\"0\"],[1672617600000,\"1200.33000000\",\"1224.29000000\",\"1193.00000000\",\"1214.00000000\",\"252794.14000000\",1672703999999,\"306657437.52747900\",330000,\"123469.94340000\",\"149737175.61059500\",\"0\"],[1672704000000,\"1213.99000000\",\"121\n=== binance BTC 2024 test ===\n[[1704067200000,\"42283.58000000\",\"44184.10000000\",\"42180.77000000\",\"44179.55000000\",\"27174.29903000\",1704153599999,\"1169995682.02800140\",1114623,\"14331.73180000\",\"617352094.56051940\",\"0\"]]", | |
| [2026-07-03T16:53:37.012Z] [INFO] "stderr": "", | |
| [2026-07-03T16:53:37.012Z] [INFO] "interrupted": false, | |
| [2026-07-03T16:53:37.012Z] [INFO] "isImage": false, | |
| [2026-07-03T16:53:37.012Z] [INFO] "noOutputExpected": false | |
| [2026-07-03T16:53:37.012Z] [INFO] } | |
| [2026-07-03T16:53:37.012Z] [INFO] } | |
| [2026-07-03T16:53:37.026Z] [INFO] [log_1de8c0] sending request { | |
| [2026-07-03T16:53:37.026Z] [INFO] method: "post", | |
| [2026-07-03T16:53:37.027Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:53:37.029Z] [INFO] options: { | |
| [2026-07-03T16:53:37.029Z] [INFO] method: "post", | |
| [2026-07-03T16:53:37.029Z] [INFO] path: "/v1/messages?beta=true", | |
| [2026-07-03T16:53:37.029Z] [INFO] body: { | |
| [2026-07-03T16:53:37.030Z] [INFO] model: "claude-opus-4-8", | |
| [2026-07-03T16:53:37.031Z] [INFO] messages: [ | |
| [2026-07-03T16:53:37.031Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:53:37.032Z] [INFO] ], | |
| [2026-07-03T16:53:37.033Z] [INFO] system: [ | |
| [2026-07-03T16:53:37.033Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:53:37.033Z] [INFO] ], | |
| [2026-07-03T16:53:37.033Z] [INFO] tools: [ | |
| [2026-07-03T16:53:37.033Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:53:37.034Z] [INFO] ], | |
| [2026-07-03T16:53:37.034Z] [INFO] tool_choice: undefined, | |
| [2026-07-03T16:53:37.034Z] [INFO] metadata: [Object ...], | |
| [2026-07-03T16:53:37.034Z] [INFO] max_tokens: 128000, | |
| [2026-07-03T16:53:37.035Z] [INFO] thinking: [Object ...], | |
| [2026-07-03T16:53:37.035Z] [INFO] context_management: [Object ...], | |
| [2026-07-03T16:53:37.035Z] [INFO] output_config: [Object ...], | |
| [2026-07-03T16:53:37.035Z] [INFO] diagnostics: [Object ...], | |
| [2026-07-03T16:53:37.035Z] [INFO] stream: true, | |
| [2026-07-03T16:53:37.035Z] [INFO] }, | |
| [2026-07-03T16:53:37.036Z] [INFO] timeout: 600000, | |
| [2026-07-03T16:53:37.036Z] [INFO] signal: AbortSignal { | |
| [2026-07-03T16:53:37.036Z] [INFO] [Symbol(events.maxEventTargetListeners)]: 50, | |
| [2026-07-03T16:53:37.036Z] [INFO] [Symbol(events.maxEventTargetListenersWarned)]: false, | |
| [2026-07-03T16:53:37.036Z] [INFO] aborted: false, | |
| [2026-07-03T16:53:37.037Z] [INFO] reason: undefined, | |
| [2026-07-03T16:53:37.038Z] [INFO] onabort: null, | |
| [2026-07-03T16:53:37.038Z] [INFO] throwIfAborted: [Function: throwIfAborted], | |
| [2026-07-03T16:53:37.038Z] [INFO] addEventListener: [Function: addEventListener], | |
| [2026-07-03T16:53:37.038Z] [INFO] removeEventListener: [Function: removeEventListener], | |
| [2026-07-03T16:53:37.039Z] [INFO] dispatchEvent: [Function: dispatchEvent], | |
| [2026-07-03T16:53:37.039Z] [INFO] }, | |
| [2026-07-03T16:53:37.040Z] [INFO] stream: true, | |
| [2026-07-03T16:53:37.040Z] [INFO] }, | |
| [2026-07-03T16:53:37.040Z] [INFO] headers: { | |
| [2026-07-03T16:53:37.040Z] [INFO] accept: "application/json", | |
| [2026-07-03T16:53:37.040Z] [INFO] "anthropic-beta": "claude-code-20250219,oauth-2025-04-20,interleaved-thinking-2025-05-14,thinking-token-count-2026-05-13,context-management-2025-06-27,prompt-caching-scope-2026-01-05,mid-conversation-system-2026-04-07,advisor-tool-2026-03-01,advanced-tool-use-2025-11-20,effort-2025-11-24,extended-cache-ttl-2025-04-11,cache-diagnosis-2026-04-07", | |
| [2026-07-03T16:53:37.040Z] [INFO] "anthropic-dangerous-direct-browser-access": "true", | |
| [2026-07-03T16:53:37.041Z] [INFO] "anthropic-version": "2023-06-01", | |
| [2026-07-03T16:53:37.041Z] [INFO] authorization: "***", | |
| [2026-07-03T16:53:37.041Z] [INFO] "content-type": "application/json", | |
| [2026-07-03T16:53:37.041Z] [INFO] "user-agent": "claude-cli/2.1.197 (external, sdk-cli)", | |
| [2026-07-03T16:53:37.041Z] [INFO] "x-app": "cli", | |
| [2026-07-03T16:53:37.042Z] [INFO] "x-claude-code-session-id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:53:37.042Z] [INFO] "x-client-request-id": "c061266c-881b-4970-8bb1-95082c694d17", | |
| [2026-07-03T16:53:37.042Z] [INFO] "x-stainless-arch": "x64", | |
| [2026-07-03T16:53:37.042Z] [INFO] "x-stainless-lang": "js", | |
| [2026-07-03T16:53:37.042Z] [INFO] "x-stainless-os": "Linux", | |
| [2026-07-03T16:53:37.043Z] [INFO] "x-stainless-package-version": "0.94.0", | |
| [2026-07-03T16:53:37.043Z] [INFO] "x-stainless-retry-count": "0", | |
| [2026-07-03T16:53:37.043Z] [INFO] "x-stainless-runtime": "node", | |
| [2026-07-03T16:53:37.043Z] [INFO] "x-stainless-runtime-version": "v26.3.0", | |
| [2026-07-03T16:53:37.043Z] [INFO] "x-stainless-timeout": "600", | |
| [2026-07-03T16:53:37.043Z] [INFO] }, | |
| [2026-07-03T16:53:37.044Z] [INFO] } | |
| [2026-07-03T16:53:38.618Z] [INFO] [log_1de8c0, request-id: "req_011CcfUNorPYCN7cAY4u2AZW"] post https://api.anthropic.com/v1/messages?beta=true succeeded with status 200 in 1592ms | |
| [2026-07-03T16:53:38.618Z] [INFO] [log_1de8c0] response start { | |
| [2026-07-03T16:53:38.619Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:53:38.619Z] [INFO] status: 200, | |
| [2026-07-03T16:53:38.620Z] [INFO] headers: { | |
| [2026-07-03T16:53:38.620Z] [INFO] "anthropic-organization-id": "ebc2ac93-f86f-4d15-aff3-de8830d8d789", | |
| [2026-07-03T16:53:38.620Z] [INFO] "anthropic-ratelimit-unified-5h-reset": "1783113600", | |
| [2026-07-03T16:53:38.620Z] [INFO] "anthropic-ratelimit-unified-5h-status": "allowed", | |
| [2026-07-03T16:53:38.620Z] [INFO] "anthropic-ratelimit-unified-5h-utilization": "0.08", | |
| [2026-07-03T16:53:38.621Z] [INFO] "anthropic-ratelimit-unified-7d-reset": "1783422000", | |
| [2026-07-03T16:53:38.621Z] [INFO] "anthropic-ratelimit-unified-7d-status": "allowed", | |
| [2026-07-03T16:53:38.621Z] [INFO] "anthropic-ratelimit-unified-7d-utilization": "0.35", | |
| [2026-07-03T16:53:38.621Z] [INFO] "anthropic-ratelimit-unified-fallback-percentage": "0.5", | |
| [2026-07-03T16:53:38.621Z] [INFO] "anthropic-ratelimit-unified-overage-disabled-reason": "org_level_disabled", | |
| [2026-07-03T16:53:38.622Z] [INFO] "anthropic-ratelimit-unified-overage-status": "rejected", | |
| [2026-07-03T16:53:38.622Z] [INFO] "anthropic-ratelimit-unified-representative-claim": "five_hour", | |
| [2026-07-03T16:53:38.622Z] [INFO] "anthropic-ratelimit-unified-reset": "1783113600", | |
| [2026-07-03T16:53:38.622Z] [INFO] "anthropic-ratelimit-unified-status": "allowed", | |
| [2026-07-03T16:53:38.622Z] [INFO] "cache-control": "no-cache", | |
| [2026-07-03T16:53:38.623Z] [INFO] "cf-cache-status": "DYNAMIC", | |
| [2026-07-03T16:53:38.623Z] [INFO] "cf-ray": "a157684a7a09d122-CDG", | |
| [2026-07-03T16:53:38.623Z] [INFO] connection: "keep-alive", | |
| [2026-07-03T16:53:38.623Z] [INFO] "content-encoding": "gzip", | |
| [2026-07-03T16:53:38.623Z] [INFO] "content-security-policy": "default-src 'none'; frame-ancestors 'none'", | |
| [2026-07-03T16:53:38.624Z] [INFO] "content-type": "text/event-stream; charset=utf-8", | |
| [2026-07-03T16:53:38.624Z] [INFO] date: "Fri, 03 Jul 2026 16:53:38 GMT", | |
| [2026-07-03T16:53:38.624Z] [INFO] "request-id": "req_011CcfUNorPYCN7cAY4u2AZW", | |
| [2026-07-03T16:53:38.624Z] [INFO] server: "cloudflare", | |
| [2026-07-03T16:53:38.624Z] [INFO] "strict-transport-security": "max-age=31536000; includeSubDomains; preload", | |
| [2026-07-03T16:53:38.624Z] [INFO] traceresponse: "00-b9019e66f357ed469aac6f2adb11a21a-5e9c143bd18ed8cc-01", | |
| [2026-07-03T16:53:38.625Z] [INFO] "transfer-encoding": "chunked", | |
| [2026-07-03T16:53:38.625Z] [INFO] vary: "Accept-Encoding", | |
| [2026-07-03T16:53:38.625Z] [INFO] "x-robots-tag": "none", | |
| [2026-07-03T16:53:38.625Z] [INFO] }, | |
| [2026-07-03T16:53:38.625Z] [INFO] durationMs: 1592, | |
| [2026-07-03T16:53:38.625Z] [INFO] } | |
| [2026-07-03T16:53:38.626Z] [INFO] response 200 https://api.anthropic.com/v1/messages?beta=true Headers { | |
| [2026-07-03T16:53:38.626Z] [INFO] "date": "Fri, 03 Jul 2026 16:53:38 GMT", | |
| [2026-07-03T16:53:38.626Z] [INFO] "content-type": "text/event-stream; charset=utf-8", | |
| [2026-07-03T16:53:38.626Z] [INFO] "transfer-encoding": "chunked", | |
| [2026-07-03T16:53:38.627Z] [INFO] "connection": "keep-alive", | |
| [2026-07-03T16:53:38.627Z] [INFO] "cache-control": "no-cache", | |
| [2026-07-03T16:53:38.627Z] [INFO] "strict-transport-security": "max-age=31536000; includeSubDomains; preload", | |
| [2026-07-03T16:53:38.627Z] [INFO] "content-encoding": "gzip", | |
| [2026-07-03T16:53:38.627Z] [INFO] "vary": "Accept-Encoding", | |
| [2026-07-03T16:53:38.627Z] [INFO] "content-security-policy": "default-src 'none'; frame-ancestors 'none'", | |
| [2026-07-03T16:53:38.628Z] [INFO] "anthropic-ratelimit-unified-status": "allowed", | |
| [2026-07-03T16:53:38.628Z] [INFO] "anthropic-ratelimit-unified-5h-status": "allowed", | |
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| [2026-07-03T16:53:56.670Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:53:56.670Z] [INFO] options: { | |
| [2026-07-03T16:53:56.671Z] [INFO] method: "post", | |
| [2026-07-03T16:53:56.672Z] [INFO] path: "/v1/messages?beta=true", | |
| [2026-07-03T16:53:56.672Z] [INFO] body: { | |
| [2026-07-03T16:53:56.672Z] [INFO] model: "claude-opus-4-8", | |
| [2026-07-03T16:53:56.672Z] [INFO] messages: [ | |
| [2026-07-03T16:53:56.672Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:53:56.673Z] [INFO] ], | |
| [2026-07-03T16:53:56.673Z] [INFO] system: [ | |
| [2026-07-03T16:53:56.673Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:53:56.673Z] [INFO] ], | |
| [2026-07-03T16:53:56.674Z] [INFO] tools: [ | |
| [2026-07-03T16:53:56.674Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-07-03T16:53:56.674Z] [INFO] ], | |
| [2026-07-03T16:53:56.674Z] [INFO] tool_choice: undefined, | |
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| [2026-07-03T16:53:56.675Z] [INFO] max_tokens: 128000, | |
| [2026-07-03T16:53:56.675Z] [INFO] thinking: [Object ...], | |
| [2026-07-03T16:53:56.675Z] [INFO] context_management: [Object ...], | |
| [2026-07-03T16:53:56.675Z] [INFO] output_config: [Object ...], | |
| [2026-07-03T16:53:56.676Z] [INFO] diagnostics: [Object ...], | |
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| [2026-07-03T16:53:56.676Z] [INFO] }, | |
| [2026-07-03T16:53:56.676Z] [INFO] timeout: 600000, | |
| [2026-07-03T16:53:56.677Z] [INFO] signal: AbortSignal { | |
| [2026-07-03T16:53:56.677Z] [INFO] [Symbol(events.maxEventTargetListeners)]: 50, | |
| [2026-07-03T16:53:56.677Z] [INFO] [Symbol(events.maxEventTargetListenersWarned)]: false, | |
| [2026-07-03T16:53:56.677Z] [INFO] aborted: false, | |
| [2026-07-03T16:53:56.677Z] [INFO] reason: undefined, | |
| [2026-07-03T16:53:56.677Z] [INFO] onabort: null, | |
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| [2026-07-03T16:53:56.678Z] [INFO] addEventListener: [Function: addEventListener], | |
| [2026-07-03T16:53:56.678Z] [INFO] removeEventListener: [Function: removeEventListener], | |
| [2026-07-03T16:53:56.678Z] [INFO] dispatchEvent: [Function: dispatchEvent], | |
| [2026-07-03T16:53:56.678Z] [INFO] }, | |
| [2026-07-03T16:53:56.679Z] [INFO] stream: true, | |
| [2026-07-03T16:53:56.679Z] [INFO] }, | |
| [2026-07-03T16:53:56.679Z] [INFO] headers: { | |
| [2026-07-03T16:53:56.679Z] [INFO] accept: "application/json", | |
| [2026-07-03T16:53:56.679Z] [INFO] "anthropic-beta": "claude-code-20250219,oauth-2025-04-20,interleaved-thinking-2025-05-14,thinking-token-count-2026-05-13,context-management-2025-06-27,prompt-caching-scope-2026-01-05,mid-conversation-system-2026-04-07,advisor-tool-2026-03-01,advanced-tool-use-2025-11-20,effort-2025-11-24,extended-cache-ttl-2025-04-11,cache-diagnosis-2026-04-07", | |
| [2026-07-03T16:53:56.679Z] [INFO] "anthropic-dangerous-direct-browser-access": "true", | |
| [2026-07-03T16:53:56.680Z] [INFO] "anthropic-version": "2023-06-01", | |
| [2026-07-03T16:53:56.680Z] [INFO] authorization: "***", | |
| [2026-07-03T16:53:56.680Z] [INFO] "content-type": "application/json", | |
| [2026-07-03T16:53:56.680Z] [INFO] "user-agent": "claude-cli/2.1.197 (external, sdk-cli)", | |
| [2026-07-03T16:53:56.680Z] [INFO] "x-app": "cli", | |
| [2026-07-03T16:53:56.680Z] [INFO] "x-claude-code-session-id": "1864ba4f-4446-4578-987b-226422d5bacb", | |
| [2026-07-03T16:53:56.681Z] [INFO] "x-client-request-id": "aa18346c-bbda-45c2-9127-043c88aae063", | |
| [2026-07-03T16:53:56.681Z] [INFO] "x-stainless-arch": "x64", | |
| [2026-07-03T16:53:56.681Z] [INFO] "x-stainless-lang": "js", | |
| [2026-07-03T16:53:56.681Z] [INFO] "x-stainless-os": "Linux", | |
| [2026-07-03T16:53:56.682Z] [INFO] "x-stainless-package-version": "0.94.0", | |
| [2026-07-03T16:53:56.682Z] [INFO] "x-stainless-retry-count": "0", | |
| [2026-07-03T16:53:56.682Z] [INFO] "x-stainless-runtime": "node", | |
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| [2026-07-03T16:53:56.682Z] [INFO] "x-stainless-timeout": "600", | |
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| [2026-07-03T16:53:56.683Z] [INFO] } | |
| [2026-07-03T16:53:57.865Z] [INFO] [log_a3535a, request-id: "req_011CcfUQFosmEAYGeZAnxEsv"] post https://api.anthropic.com/v1/messages?beta=true succeeded with status 200 in 1196ms | |
| [2026-07-03T16:53:57.866Z] [INFO] [log_a3535a] response start { | |
| [2026-07-03T16:53:57.866Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:53:57.866Z] [INFO] status: 200, | |
| [2026-07-03T16:53:57.866Z] [INFO] headers: { | |
| [2026-07-03T16:53:57.866Z] [INFO] "anthropic-organization-id": "ebc2ac93-f86f-4d15-aff3-de8830d8d789", | |
| [2026-07-03T16:53:57.867Z] [INFO] "anthropic-ratelimit-unified-5h-reset": "1783113600", | |
| [2026-07-03T16:53:57.867Z] [INFO] "anthropic-ratelimit-unified-5h-status": "allowed", | |
| [2026-07-03T16:53:57.867Z] [INFO] "anthropic-ratelimit-unified-5h-utilization": "0.08", | |
| [2026-07-03T16:53:57.867Z] [INFO] "anthropic-ratelimit-unified-7d-reset": "1783422000", | |
| [2026-07-03T16:53:57.867Z] [INFO] "anthropic-ratelimit-unified-7d-status": "allowed", | |
| [2026-07-03T16:53:57.867Z] [INFO] "anthropic-ratelimit-unified-7d-utilization": "0.35", | |
| [2026-07-03T16:53:57.868Z] [INFO] "anthropic-ratelimit-unified-fallback-percentage": "0.5", | |
| [2026-07-03T16:53:57.868Z] [INFO] "anthropic-ratelimit-unified-overage-disabled-reason": "org_level_disabled", | |
| [2026-07-03T16:53:57.868Z] [INFO] "anthropic-ratelimit-unified-overage-status": "rejected", | |
| [2026-07-03T16:53:57.868Z] [INFO] "anthropic-ratelimit-unified-representative-claim": "five_hour", | |
| [2026-07-03T16:53:57.868Z] [INFO] "anthropic-ratelimit-unified-reset": "1783113600", | |
| [2026-07-03T16:53:57.868Z] [INFO] "anthropic-ratelimit-unified-status": "allowed", | |
| [2026-07-03T16:53:57.869Z] [INFO] "cache-control": "no-cache", | |
| [2026-07-03T16:53:57.869Z] [INFO] "cf-cache-status": "DYNAMIC", | |
| [2026-07-03T16:53:57.869Z] [INFO] "cf-ray": "a15768c54b5bd122-CDG", | |
| [2026-07-03T16:53:57.870Z] [INFO] connection: "keep-alive", | |
| [2026-07-03T16:53:57.870Z] [INFO] "content-encoding": "gzip", | |
| [2026-07-03T16:53:57.870Z] [INFO] "content-security-policy": "default-src 'none'; frame-ancestors 'none'", | |
| [2026-07-03T16:53:57.871Z] [INFO] "content-type": "text/event-stream; charset=utf-8", | |
| [2026-07-03T16:53:57.871Z] [INFO] date: "Fri, 03 Jul 2026 16:53:57 GMT", | |
| [2026-07-03T16:53:57.871Z] [INFO] "request-id": "req_011CcfUQFosmEAYGeZAnxEsv", | |
| [2026-07-03T16:53:57.871Z] [INFO] server: "cloudflare", | |
| [2026-07-03T16:53:57.871Z] [INFO] "strict-transport-security": "max-age=31536000; includeSubDomains; preload", | |
| [2026-07-03T16:53:57.872Z] [INFO] traceresponse: "00-00b9b5fbc81fbd81bbbd64aa1bfd90a5-701648f08df7f4d1-01", | |
| [2026-07-03T16:53:57.872Z] [INFO] "transfer-encoding": "chunked", | |
| [2026-07-03T16:53:57.873Z] [INFO] vary: "Accept-Encoding", | |
| [2026-07-03T16:53:57.873Z] [INFO] "x-robots-tag": "none", | |
| [2026-07-03T16:53:57.873Z] [INFO] }, | |
| [2026-07-03T16:53:57.873Z] [INFO] durationMs: 1196, | |
| [2026-07-03T16:53:57.874Z] [INFO] } | |
| [2026-07-03T16:53:57.874Z] [INFO] response 200 https://api.anthropic.com/v1/messages?beta=true Headers { | |
| [2026-07-03T16:53:57.874Z] [INFO] "date": "Fri, 03 Jul 2026 16:53:57 GMT", | |
| [2026-07-03T16:53:57.874Z] [INFO] "content-type": "text/event-stream; charset=utf-8", | |
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| [2026-07-03T16:53:57.875Z] [INFO] "connection": "keep-alive", | |
| [2026-07-03T16:53:57.875Z] [INFO] "cache-control": "no-cache", | |
| [2026-07-03T16:53:57.875Z] [INFO] "strict-transport-security": "max-age=31536000; includeSubDomains; preload", | |
| [2026-07-03T16:53:57.876Z] [INFO] "content-encoding": "gzip", | |
| [2026-07-03T16:53:57.876Z] [INFO] "vary": "Accept-Encoding", | |
| [2026-07-03T16:53:57.876Z] [INFO] "content-security-policy": "default-src 'none'; frame-ancestors 'none'", | |
| [2026-07-03T16:53:57.876Z] [INFO] "anthropic-ratelimit-unified-status": "allowed", | |
| [2026-07-03T16:53:57.877Z] [INFO] "anthropic-ratelimit-unified-5h-status": "allowed", | |
| [2026-07-03T16:53:57.877Z] [INFO] "anthropic-ratelimit-unified-5h-reset": "1783113600", | |
| [2026-07-03T16:53:57.877Z] [INFO] "anthropic-ratelimit-unified-5h-utilization": "0.08", | |
| [2026-07-03T16:53:57.877Z] [INFO] "anthropic-ratelimit-unified-7d-status": "allowed", | |
| [2026-07-03T16:53:57.877Z] [INFO] "anthropic-ratelimit-unified-7d-reset": "1783422000", | |
| [2026-07-03T16:53:57.878Z] [INFO] "anthropic-ratelimit-unified-7d-utilization": "0.35", | |
| [2026-07-03T16:53:57.878Z] [INFO] "anthropic-ratelimit-unified-representative-claim": "five_hour", | |
| [2026-07-03T16:53:57.878Z] [INFO] "anthropic-ratelimit-unified-fallback-percentage": "0.5", | |
| [2026-07-03T16:53:57.878Z] [INFO] "anthropic-ratelimit-unified-reset": "1783113600", | |
| [2026-07-03T16:53:57.878Z] [INFO] "anthropic-ratelimit-unified-overage-disabled-reason": "org_level_disabled", | |
| [2026-07-03T16:53:57.879Z] [INFO] "anthropic-ratelimit-unified-overage-status": "rejected", | |
| [2026-07-03T16:53:57.879Z] [INFO] "request-id": "req_011CcfUQFosmEAYGeZAnxEsv", | |
| [2026-07-03T16:53:57.879Z] [INFO] "anthropic-organization-id": "ebc2ac93-f86f-4d15-aff3-de8830d8d789", | |
| [2026-07-03T16:53:57.879Z] [INFO] "traceresponse": "00-00b9b5fbc81fbd81bbbd64aa1bfd90a5-701648f08df7f4d1-01", | |
| [2026-07-03T16:53:57.879Z] [INFO] "server": "cloudflare", | |
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| [2026-07-03T16:53:57.880Z] [INFO] "cf-cache-status": "DYNAMIC", | |
| [2026-07-03T16:53:57.880Z] [INFO] "cf-ray": "a15768c54b5bd122-CDG", | |
| [2026-07-03T16:53:57.880Z] [INFO] } ReadableStream { | |
| [2026-07-03T16:53:57.880Z] [INFO] blob: [Function: blob], | |
| [2026-07-03T16:53:57.880Z] [INFO] bytes: [Function: bytes], | |
| [2026-07-03T16:53:57.881Z] [INFO] cancel: [Function], | |
| [2026-07-03T16:53:57.881Z] [INFO] getReader: [Function], | |
| [2026-07-03T16:53:57.881Z] [INFO] json: [Function: json], | |
| [2026-07-03T16:53:57.881Z] [INFO] locked: [Getter], | |
| [2026-07-03T16:53:57.881Z] [INFO] pipeThrough: [Function], | |
| [2026-07-03T16:53:57.882Z] [INFO] pipeTo: [Function], | |
| [2026-07-03T16:53:57.882Z] [INFO] tee: [Function], | |
| [2026-07-03T16:53:57.882Z] [INFO] text: [Function: text], | |
| [2026-07-03T16:53:57.882Z] [INFO] values: [Function: values], | |
| [2026-07-03T16:53:57.883Z] [INFO] [Symbol(Symbol.asyncIterator)]: [Function: asyncIterator2], | |
| [2026-07-03T16:53:57.883Z] [INFO] } | |
| [2026-07-03T16:53:57.883Z] [INFO] [log_a3535a] response parsed { | |
| [2026-07-03T16:53:57.883Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-07-03T16:53:57.884Z] [INFO] status: 200, | |
| [2026-07-03T16:53:57.884Z] [INFO] body: oj { | |
| [2026-07-03T16:53:57.884Z] [INFO] iterator: [AsyncGeneratorFunction: s], | |
| [2026-07-03T16:53:57.884Z] [INFO] controller: AbortController { | |
| [2026-07-03T16:53:57.884Z] [INFO] signal: [AbortSignal ...], | |
| [2026-07-03T16:53:57.885Z] [INFO] abort: [Function: abort], | |
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| [2026-07-03T16:53:57.885Z] [INFO] tee: [Function: tee], | |
| [2026-07-03T16:53:57.885Z] [INFO] toReadableStream: [Function: toReadableStream], | |
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| [2026-07-03T16:53:57.886Z] [INFO] durationMs: 1196, | |
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| [2026-07-03T16:53:58.962Z] [INFO] { | |
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| [2026-07-03T16:53:58.962Z] [INFO] "type": "message", | |
| [2026-07-03T16:53:58.962Z] [INFO] "role": "assistant", | |
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| [2026-07-03T16:53:58.962Z] [INFO] "type": "text", | |
| [2026-07-03T16:53:58.962Z] [INFO] "text": "Let me baseline the build/test while I capture data, and start the data capture." | |
| [2026-07-03T16:53:58.962Z] [INFO] } | |
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| [2026-07-03T16:53:58.962Z] [INFO] "usage": { | |
| [2026-07-03T16:53:58.962Z] [INFO] "input_tokens": 2, | |
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| [2026-07-03T16:53:58.962Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-07-03T16:53:58.962Z] [INFO] "ephemeral_1h_input_tokens": 1950 | |
| [2026-07-03T16:53:58.962Z] [INFO] }, | |
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| [2026-07-03T16:53:58.962Z] [INFO] "service_tier": "standard", | |
| [2026-07-03T16:53:58.962Z] [INFO] "inference_geo": "not_available" | |
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| [2026-07-03T16:53:59.462Z] [INFO] "content": [ | |
| [2026-07-03T16:53:59.462Z] [INFO] { | |
| [2026-07-03T16:53:59.462Z] [INFO] "type": "tool_use", | |
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| [2026-07-03T16:54:13.603Z] [I |
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