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Solution draft log for https://github.com/link-foundation/meta-language/pull/4
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| # Solve.mjs Log - 2026-06-05T22:43:12.301Z | |
| [2026-06-05T22:43:12.302Z] [INFO] 📁 Log file: /home/box/solve-2026-06-05T22-43-12-301Z.log | |
| [2026-06-05T22:43:12.303Z] [INFO] (All output will be logged here) | |
| [2026-06-05T22:43:12.790Z] [INFO] | |
| [2026-06-05T22:43:12.790Z] [INFO] 🚀 solve v1.74.3 | |
| [2026-06-05T22:43:12.791Z] [INFO] 🔧 Raw command executed: | |
| [2026-06-05T22:43:12.791Z] [INFO] /home/box/.nvm/versions/node/v20.20.2/bin/node /home/box/.bun/bin/solve https://github.com/link-foundation/meta-language/issues/3 --model opus --think max --tool claude --attach-logs --verbose --no-tool-check --disable-report-issue --language en | |
| [2026-06-05T22:43:12.791Z] [INFO] | |
| [2026-06-05T22:43:12.817Z] [INFO] | |
| [2026-06-05T22:43:12.817Z] [WARNING] ⚠️ SECURITY WARNING: --attach-logs is ENABLED | |
| [2026-06-05T22:43:12.818Z] [INFO] | |
| [2026-06-05T22:43:12.818Z] [INFO] This option will upload the complete solution draft log file to the Pull Request. | |
| [2026-06-05T22:43:12.818Z] [INFO] The log may contain sensitive information such as: | |
| [2026-06-05T22:43:12.819Z] [INFO] • API keys, tokens, or secrets | |
| [2026-06-05T22:43:12.819Z] [INFO] • File paths and directory structures | |
| [2026-06-05T22:43:12.819Z] [INFO] • Command outputs and error messages | |
| [2026-06-05T22:43:12.819Z] [INFO] • Internal system information | |
| [2026-06-05T22:43:12.819Z] [INFO] | |
| [2026-06-05T22:43:12.819Z] [INFO] ⚠️ DO NOT use this option with public repositories or if the log | |
| [2026-06-05T22:43:12.820Z] [INFO] might contain sensitive data that should not be shared publicly. | |
| [2026-06-05T22:43:12.820Z] [INFO] | |
| [2026-06-05T22:43:12.820Z] [INFO] Continuing in 5 seconds... (Press Ctrl+C to abort) | |
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| [2026-06-05T22:43:17.830Z] [STDOUT] Proceeding with log attachment enabled. | |
| [2026-06-05T22:43:17.830Z] [INFO] | |
| [2026-06-05T22:43:17.866Z] [INFO] 💾 Disk space check: 55752MB available (2048MB required) ✅ | |
| [2026-06-05T22:43:17.867Z] [INFO] 🧠 Memory check: 11426MB available, swap: none, total: 11426MB (256MB required) ✅ | |
| [2026-06-05T22:43:17.879Z] [INFO] ⏩ Skipping tool connection validation (dry-run mode or skip-tool-connection-check enabled) | |
| [2026-06-05T22:43:17.880Z] [INFO] ⏩ Skipping GitHub authentication check (dry-run mode or skip-tool-connection-check enabled) | |
| [2026-06-05T22:43:17.881Z] [INFO] 📋 URL validation: | |
| [2026-06-05T22:43:17.881Z] [INFO] Input URL: https://github.com/link-foundation/meta-language/issues/3 | |
| [2026-06-05T22:43:17.882Z] [INFO] Is Issue URL: true | |
| [2026-06-05T22:43:17.882Z] [INFO] Is PR URL: false | |
| [2026-06-05T22:43:17.882Z] [INFO] 🔍 --auto-accept-invite: Checking for pending invitation to link-foundation/meta-language... | |
| [2026-06-05T22:43:18.151Z] [INFO] Found 0 total pending repo invitation(s) | |
| [2026-06-05T22:43:18.152Z] [INFO] No pending repository invitation found for link-foundation/meta-language | |
| [2026-06-05T22:43:18.557Z] [INFO] Found 0 total pending org invitation(s) | |
| [2026-06-05T22:43:18.557Z] [INFO] No pending organization invitation found for link-foundation | |
| [2026-06-05T22:43:18.558Z] [INFO] ℹ️ --auto-accept-invite: No pending invitation found for link-foundation/meta-language or organization link-foundation | |
| [2026-06-05T22:43:18.559Z] [INFO] 🔍 Checking repository access for auto-fork... | |
| [2026-06-05T22:43:18.945Z] [STDOUT] {"admin":true,"maintain":true,"pull":true,"push":true,"triage":true} | |
| [2026-06-05T22:43:19.499Z] [STDOUT] public | |
| [2026-06-05T22:43:19.504Z] [INFO] Repository visibility: public | |
| [2026-06-05T22:43:19.505Z] [INFO] ✅ Auto-fork: Write access detected to public repository, working directly on repository | |
| [2026-06-05T22:43:19.505Z] [INFO] 🔍 Checking repository write permissions... | |
| [2026-06-05T22:43:19.886Z] [STDOUT] {"admin":true,"maintain":true,"pull":true,"push":true,"triage":true} | |
| [2026-06-05T22:43:19.890Z] [INFO] ✅ Repository write access: Confirmed | |
| [2026-06-05T22:43:20.146Z] [STDOUT] link-foundation | |
| [2026-06-05T22:43:20.499Z] [STDOUT] link-foundation/meta-language | |
| [2026-06-05T22:43:20.855Z] [STDOUT] {"number":3,"title":"Plan full implementation for top 10 programming and top 10 natural languages, as well as full support for markdown and html"} | |
| [2026-06-05T22:43:21.246Z] [STDOUT] public | |
| [2026-06-05T22:43:21.251Z] [INFO] Repository visibility: public | |
| [2026-06-05T22:43:21.251Z] [INFO] Auto-cleanup default: false (repository is public) | |
| [2026-06-05T22:43:21.252Z] [INFO] 🔍 Auto-continue enabled: Checking for existing PRs for issue #3... | |
| [2026-06-05T22:43:21.252Z] [INFO] 🔍 Checking for existing branches in link-foundation/meta-language... | |
| [2026-06-05T22:43:21.574Z] [STDOUT] issue-1-c91b084a6526 | |
| main | |
| [2026-06-05T22:43:21.929Z] [STDOUT] [] | |
| [2026-06-05T22:43:21.934Z] [INFO] 📝 No existing PRs found for issue #3 - creating new PR | |
| [2026-06-05T22:43:21.935Z] [INFO] 📝 Issue mode: Working with issue #3 | |
| [2026-06-05T22:43:21.936Z] [INFO] | |
| [2026-06-05T22:43:21.936Z] [INFO] Creating temporary directory: /tmp/gh-issue-solver-1780699401936 | |
| [2026-06-05T22:43:21.938Z] [INFO] | |
| [2026-06-05T22:43:21.938Z] [INFO] 📥 Cloning repository: link-foundation/meta-language | |
| [2026-06-05T22:43:22.266Z] [STDOUT] Cloning into '/tmp/gh-issue-solver-1780699401936'... | |
| [2026-06-05T22:43:22.754Z] [INFO] ✅ Cloned to: /tmp/gh-issue-solver-1780699401936 | |
| [2026-06-05T22:43:22.764Z] [STDOUT] origin https://github.com/link-foundation/meta-language.git (fetch) | |
| origin https://github.com/link-foundation/meta-language.git (push) | |
| [2026-06-05T22:43:22.831Z] [STDOUT] main | |
| [2026-06-05T22:43:22.842Z] [STDOUT] 3a9**********************************cfa | |
| [2026-06-05T22:43:22.843Z] [INFO] | |
| [2026-06-05T22:43:22.843Z] [INFO] 📌 Default branch: main | |
| [2026-06-05T22:43:22.862Z] [INFO] | |
| [2026-06-05T22:43:22.862Z] [INFO] 🌿 Creating branch: issue-3-ded5f36fa206 from main (default) | |
| [2026-06-05T22:43:22.882Z] [STDERR] Switched to a new branch 'issue-3-ded5f36fa206' | |
| [2026-06-05T22:43:22.882Z] [STDOUT] branch 'issue-3-ded5f36fa206' set up to track 'origin/main'. | |
| [2026-06-05T22:43:22.883Z] [INFO] 🔍 Verifying: Branch creation... | |
| [2026-06-05T22:43:22.894Z] [STDOUT] issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:22.895Z] [INFO] ✅ Branch created: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:22.895Z] [INFO] ✅ Current branch: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:22.895Z] [INFO] Branch operation: Create new branch | |
| [2026-06-05T22:43:22.896Z] [INFO] Branch verification: Matches expected | |
| [2026-06-05T22:43:22.898Z] [INFO] | |
| [2026-06-05T22:43:22.898Z] [INFO] 🚀 Auto PR creation: ENABLED | |
| [2026-06-05T22:43:22.899Z] [INFO] Creating: Initial commit and draft PR... | |
| [2026-06-05T22:43:22.899Z] [INFO] | |
| [2026-06-05T22:43:22.899Z] [INFO] Using .gitkeep mode (--claude-file=false, --gitkeep-file=true, --auto-gitkeep-file=true) | |
| [2026-06-05T22:43:22.900Z] [INFO] 📝 Creating: .gitkeep (default) | |
| [2026-06-05T22:43:22.900Z] [INFO] Issue URL from argv['issue-url']: https://github.com/link-foundation/meta-language/issues/3 | |
| [2026-06-05T22:43:22.900Z] [INFO] Issue URL from argv._[0]: https://github.com/link-foundation/meta-language/issues/3 | |
| [2026-06-05T22:43:22.900Z] [INFO] Final issue URL: https://github.com/link-foundation/meta-language/issues/3 | |
| [2026-06-05T22:43:22.901Z] [INFO] ✅ File created: .gitkeep | |
| [2026-06-05T22:43:22.901Z] [INFO] 📦 Adding file: To git staging | |
| [2026-06-05T22:43:22.936Z] [STDOUT] A .gitkeep | |
| [2026-06-05T22:43:22.937Z] [INFO] Git status after add: A .gitkeep | |
| [2026-06-05T22:43:22.938Z] [INFO] 📝 Creating commit: With .gitkeep file | |
| [2026-06-05T22:43:22.958Z] [STDOUT] [issue-3-ded5f36fa206 7f05235] Initial commit with task details | |
| 1 file changed, 1 insertion(+) | |
| create mode 100644 .gitkeep | |
| [2026-06-05T22:43:22.959Z] [INFO] ✅ Commit created: Successfully with .gitkeep | |
| [2026-06-05T22:43:22.959Z] [INFO] Commit output: [issue-3-ded5f36fa206 7f05235] Initial commit with task details | |
| [2026-06-05T22:43:22.959Z] [INFO] 1 file changed, 1 insertion(+) | |
| [2026-06-05T22:43:22.959Z] [INFO] create mode 100644 .gitkeep | |
| [2026-06-05T22:43:22.969Z] [STDOUT] 7f0**********************************ced | |
| [2026-06-05T22:43:22.970Z] [INFO] Commit hash: 7f05235... | |
| [2026-06-05T22:43:22.980Z] [STDOUT] 7f05235 Initial commit with task details | |
| [2026-06-05T22:43:22.981Z] [INFO] Latest commit: 7f05235 Initial commit with task details | |
| [2026-06-05T22:43:22.999Z] [INFO] Git status: clean | |
| [2026-06-05T22:43:23.010Z] [STDOUT] origin https://github.com/link-foundation/meta-language.git (fetch) | |
| origin https://github.com/link-foundation/meta-language.git (push) | |
| [2026-06-05T22:43:23.011Z] [INFO] Remotes: origin https://github.com/link-foundation/meta-language.git (fetch) | |
| [2026-06-05T22:43:23.022Z] [STDOUT] * issue-3-ded5f36fa206 7f05235 [origin/main: ahead 1] Initial commit with task details | |
| main 3a909e6 [origin/main] Merge pull request #2 from link-foundation/issue-1-c91b084a6526 | |
| [2026-06-05T22:43:23.025Z] [INFO] Branch info: * issue-3-ded5f36fa206 7f05235 [origin/main: ahead 1] Initial commit with task details | |
| [2026-06-05T22:43:23.025Z] [INFO] main 3a909e6 [origin/main] Merge pull request #2 from link-foundation/issue-1-c91b084a6526 | |
| [2026-06-05T22:43:23.026Z] [INFO] 📤 Pushing branch: To remote repository... | |
| [2026-06-05T22:43:23.026Z] [INFO] Push command: git push -u origin issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:24.137Z] [STDOUT] remote: | |
| remote: Create a pull request for 'issue-3-ded5f36fa206' on GitHub by visiting: | |
| remote: https://github.com/link-foundation/meta-language/pull/new/issue-3-ded5f36fa206 | |
| remote: | |
| [2026-06-05T22:43:24.137Z] [STDOUT] To https://github.com/link-foundation/meta-language.git | |
| * [new branch] issue-3-ded5f36fa206 -> issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:24.143Z] [STDOUT] branch 'issue-3-ded5f36fa206' set up to track 'origin/issue-3-ded5f36fa206'. | |
| [2026-06-05T22:43:24.144Z] [INFO] Push exit code: 0 | |
| [2026-06-05T22:43:24.144Z] [INFO] Push output: remote: | |
| [2026-06-05T22:43:24.144Z] [INFO] remote: Create a pull request for 'issue-3-ded5f36fa206' on GitHub by visiting: | |
| [2026-06-05T22:43:24.144Z] [INFO] remote: https://github.com/link-foundation/meta-language/pull/new/issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:24.144Z] [INFO] remote: | |
| [2026-06-05T22:43:24.144Z] [INFO] To https://github.com/link-foundation/meta-language.git | |
| [2026-06-05T22:43:24.144Z] [INFO] * [new branch] issue-3-ded5f36fa206 -> issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:24.144Z] [INFO] branch 'issue-3-ded5f36fa206' set up to track 'origin/issue-3-ded5f36fa206'. | |
| [2026-06-05T22:43:24.144Z] [INFO] ✅ Branch pushed: Successfully to remote | |
| [2026-06-05T22:43:24.145Z] [INFO] Push output: remote: | |
| [2026-06-05T22:43:24.145Z] [INFO] remote: Create a pull request for 'issue-3-ded5f36fa206' on GitHub by visiting: | |
| [2026-06-05T22:43:24.145Z] [INFO] remote: https://github.com/link-foundation/meta-language/pull/new/issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:24.145Z] [INFO] remote: | |
| [2026-06-05T22:43:24.145Z] [INFO] To https://github.com/link-foundation/meta-language.git | |
| [2026-06-05T22:43:24.145Z] [INFO] * [new branch] issue-3-ded5f36fa206 -> issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:24.145Z] [INFO] branch 'issue-3-ded5f36fa206' set up to track 'origin/issue-3-ded5f36fa206'. | |
| [2026-06-05T22:43:24.145Z] [INFO] Waiting for GitHub to sync... | |
| [2026-06-05T22:43:26.732Z] [STDOUT] 1 | |
| [2026-06-05T22:43:26.737Z] [INFO] Compare API check: 1 commit(s) ahead of main | |
| [2026-06-05T22:43:26.737Z] [INFO] GitHub compare API ready: 1 commit(s) found | |
| [2026-06-05T22:43:27.091Z] [STDOUT] issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:27.097Z] [INFO] Branch verified on GitHub: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:27.646Z] [STDOUT] 7f0**********************************ced | |
| [2026-06-05T22:43:27.650Z] [INFO] Remote commit SHA: 7f05235... | |
| [2026-06-05T22:43:27.651Z] [INFO] 📋 Getting issue: Title from GitHub... | |
| [2026-06-05T22:43:27.931Z] [STDOUT] Plan full implementation for top 10 programming and top 10 natural languages, as well as full support for markdown and html | |
| [2026-06-05T22:43:27.935Z] [INFO] Issue title: "Plan full implementation for top 10 programming and top 10 natural languages, as well as full support for markdown and html" | |
| [2026-06-05T22:43:27.935Z] [INFO] 👤 Getting user: Current GitHub account... | |
| [2026-06-05T22:43:28.303Z] [STDOUT] konard | |
| [2026-06-05T22:43:28.308Z] [INFO] Current user: konard | |
| [2026-06-05T22:43:28.641Z] [INFO] User has collaborator access | |
| [2026-06-05T22:43:28.643Z] [INFO] User has collaborator access | |
| [2026-06-05T22:43:28.643Z] [INFO] 🔄 Fetching: Latest main branch... | |
| [2026-06-05T22:43:28.976Z] [INFO] ✅ Base updated: Fetched latest main | |
| [2026-06-05T22:43:28.977Z] [INFO] 🔍 Checking: Commits between branches... | |
| [2026-06-05T22:43:28.990Z] [STDOUT] 1 | |
| [2026-06-05T22:43:28.992Z] [INFO] Commits ahead of origin/main: 1 | |
| [2026-06-05T22:43:28.993Z] [INFO] ✅ Commits found: 1 commit(s) ahead | |
| [2026-06-05T22:43:28.994Z] [INFO] 🔀 Creating PR: Draft pull request... | |
| [2026-06-05T22:43:28.994Z] [INFO] 🎯 Target branch: main (default) | |
| [2026-06-05T22:43:28.995Z] [INFO] PR Title: [WIP] Plan full implementation for top 10 programming and top 10 natural languages, as well as full support for markdown and html | |
| [2026-06-05T22:43:28.995Z] [INFO] Base branch: main | |
| [2026-06-05T22:43:28.995Z] [INFO] Head branch: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:28.995Z] [INFO] Assignee: konard | |
| [2026-06-05T22:43:28.996Z] [INFO] PR Body: | |
| [2026-06-05T22:43:28.996Z] [INFO] ## 🤖 AI-Powered Solution Draft | |
| [2026-06-05T22:43:28.996Z] [INFO] | |
| [2026-06-05T22:43:28.996Z] [INFO] This pull request is being automatically generated to solve issue #3. | |
| [2026-06-05T22:43:28.996Z] [INFO] | |
| [2026-06-05T22:43:28.996Z] [INFO] ### 📋 Issue Reference | |
| [2026-06-05T22:43:28.996Z] [INFO] Fixes #3 | |
| [2026-06-05T22:43:28.996Z] [INFO] | |
| [2026-06-05T22:43:28.996Z] [INFO] ### 🚧 Status | |
| [2026-06-05T22:43:28.996Z] [INFO] **Work in Progress** - The AI assistant is currently analyzing and implementing the solution draft. | |
| [2026-06-05T22:43:28.996Z] [INFO] | |
| [2026-06-05T22:43:28.996Z] [INFO] ### 📝 Implementation Details | |
| [2026-06-05T22:43:28.996Z] [INFO] _Details will be added as the solution draft is developed..._ | |
| [2026-06-05T22:43:28.996Z] [INFO] | |
| [2026-06-05T22:43:28.996Z] [INFO] --- | |
| [2026-06-05T22:43:28.996Z] [INFO] *This PR was created automatically by the AI issue solver* | |
| [2026-06-05T22:43:28.997Z] [INFO] Command: cd "/tmp/gh-issue-solver-1780699401936" && gh pr create --draft --title "$(cat '/tmp/pr-title-1780699408996.txt')" --body-file "/tmp/pr-body-1780699408996.md" --base main --head issue-3-ded5f36fa206 --repo link-foundation/meta-language --assignee konard | |
| [2026-06-05T22:43:31.343Z] [INFO] gh pr create stdout: https://github.com/link-foundation/meta-language/pull/4 | |
| [2026-06-05T22:43:31.343Z] [INFO] 🔍 Verifying: PR creation... | |
| [2026-06-05T22:43:33.659Z] [STDOUT] {"number":4,"state":"OPEN","url":"https://github.com/link-foundation/meta-language/pull/4"} | |
| [2026-06-05T22:43:33.664Z] [INFO] ✅ Verification: PR exists on GitHub (attempt 1/5) | |
| [2026-06-05T22:43:33.665Z] [INFO] ✅ PR created: #4 | |
| [2026-06-05T22:43:33.665Z] [INFO] 📍 PR URL: https://github.com/link-foundation/meta-language/pull/4 | |
| [2026-06-05T22:43:33.665Z] [INFO] 👤 Assigned to: konard | |
| [2026-06-05T22:43:33.665Z] [INFO] 🔗 Linking: Issue #3 to PR #4... | |
| [2026-06-05T22:43:33.956Z] [STDOUT] I_kwDOSyCSfs8AAAABEjhE_A | |
| [2026-06-05T22:43:33.962Z] [INFO] Issue node ID: I_kwDOSyCSfs8AAAABEjhE_A | |
| [2026-06-05T22:43:34.256Z] [STDOUT] PR_kwDOSyCSfs7jSqRd | |
| [2026-06-05T22:43:34.262Z] [INFO] PR node ID: PR_kwDOSyCSfs7jSqRd | |
| [2026-06-05T22:43:34.618Z] [STDOUT] 3 | |
| [2026-06-05T22:43:34.623Z] [INFO] ✅ Link verified: Issue #3 → PR #4 | |
| [2026-06-05T22:43:34.997Z] [STDOUT] konard | |
| [2026-06-05T22:43:35.003Z] [INFO] 👤 Current user: konard | |
| [2026-06-05T22:43:35.003Z] [INFO] | |
| [2026-06-05T22:43:35.003Z] [INFO] 📊 Comment counting conditions: | |
| [2026-06-05T22:43:35.004Z] [INFO] prNumber: 4 | |
| [2026-06-05T22:43:35.004Z] [INFO] branchName: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:35.004Z] [INFO] isContinueMode: false | |
| [2026-06-05T22:43:35.004Z] [INFO] Will count comments: true | |
| [2026-06-05T22:43:35.004Z] [INFO] 💬 Counting comments: Checking for new comments since last commit... | |
| [2026-06-05T22:43:35.005Z] [INFO] PR #4 on branch: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:35.005Z] [INFO] Owner/Repo: link-foundation/meta-language | |
| [2026-06-05T22:43:35.005Z] [INFO] Repository path: /tmp/gh-issue-solver-1780699401936 | |
| [2026-06-05T22:43:35.015Z] [STDOUT] 2026-06-05T22:43:22+00:00 | |
| [2026-06-05T22:43:35.015Z] [INFO] 📅 Last commit time: 2026-06-05T22:43:22.000Z | |
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| |
| [2026-06-05T22:43:38.551Z] [STDOUT] [] | |
| [2026-06-05T22:43:38.555Z] [INFO] Feedback info will be added to prompt: | |
| [2026-06-05T22:43:38.556Z] [INFO] - Pull request description was edited after last commit | |
| [2026-06-05T22:43:38.556Z] [INFO] 📅 Getting timestamps: From GitHub servers... | |
| [2026-06-05T22:43:38.877Z] [STDOUT] 2026-06-05T22:42:44Z | |
| [2026-06-05T22:43:38.882Z] [INFO] 📝 Issue updated: 2026-06-05T22:42:44.000Z | |
| [2026-06-05T22:43:39.196Z] [STDOUT] [] | |
| [2026-06-05T22:43:39.202Z] [INFO] 💬 Comments: None found | |
| [2026-06-05T22:43:39.560Z] [STDOUT] [{"createdAt":"2026-06-05T22:43:30Z"}] | |
| [2026-06-05T22:43:39.566Z] [INFO] 🔀 Recent PR: 2026-06-05T22:43:30.000Z | |
| [2026-06-05T22:43:39.566Z] [INFO] | |
| [2026-06-05T22:43:39.566Z] [INFO] ✅ Reference time: 2026-06-05T22:43:30.000Z | |
| [2026-06-05T22:43:39.567Z] [INFO] | |
| [2026-06-05T22:43:39.567Z] [INFO] 🔍 Checking for uncommitted changes to include as feedback... | |
| [2026-06-05T22:43:39.584Z] [INFO] ✅ No uncommitted changes found | |
| [2026-06-05T22:43:40.712Z] [STDOUT] Checking MCP server health… | |
| [2026-06-05T22:43:41.581Z] [STDOUT] playwright: npx -y @playwright/mcp@latest --isolated --headless --no-sandbox --timeout-action=600000 --viewport-size 1920x1080 - ✓ Connected | |
| [2026-06-05T22:43:42.264Z] [INFO] 🎭 Playwright MCP detected - enabling browser automation hints | |
| [2026-06-05T22:43:42.406Z] [INFO] 👁️ Model vision capability: supported | |
| [2026-06-05T22:43:42.407Z] [INFO] | |
| [2026-06-05T22:43:42.407Z] [INFO] 📝 Final prompt structure: | |
| [2026-06-05T22:43:42.408Z] [INFO] Characters: 279 | |
| [2026-06-05T22:43:42.408Z] [INFO] System prompt characters: 14972 | |
| [2026-06-05T22:43:42.408Z] [INFO] Feedback info: Included | |
| [2026-06-05T22:43:42.411Z] [INFO] | |
| [2026-06-05T22:43:42.411Z] [INFO] 🤖 Executing Claude: OPUS | |
| [2026-06-05T22:43:42.412Z] [INFO] Model: opus | |
| [2026-06-05T22:43:42.412Z] [INFO] Working directory: /tmp/gh-issue-solver-1780699401936 | |
| [2026-06-05T22:43:42.413Z] [INFO] Branch: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:42.413Z] [INFO] Prompt length: 279 chars | |
| [2026-06-05T22:43:42.413Z] [INFO] System prompt length: 14972 chars | |
| [2026-06-05T22:43:42.413Z] [INFO] Feedback info included: Yes (1 lines) | |
| [2026-06-05T22:43:42.428Z] [INFO] 📈 System resources before execution: | |
| [2026-06-05T22:43:42.429Z] [INFO] Memory: MemFree: 6713028 kB | |
| [2026-06-05T22:43:42.429Z] [INFO] Load: 0.34 0.13 0.25 1/214 56093 | |
| [2026-06-05T22:43:42.430Z] [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] | |
| [2026-06-05T22:43:42.433Z] [INFO] 🧰 Created filtered MCP config (excluding 'claude.ai gmail*', 'claude.ai google drive*', 'claude.ai google calendar*'): /tmp/claude-mcp-no-useless-1780699422433-54913.json | |
| [2026-06-05T22:43:42.433Z] [INFO] 🧰 Useless MCP servers (claude.ai Gmail/Drive/Calendar) disabled for this session via --strict-mcp-config (issue #1627) | |
| [2026-06-05T22:43:42.433Z] [INFO] 🧰 Disallowed 16 useless Claude Code tool(s) for this session (issue #1627) | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] 📝 Raw command: | |
| [2026-06-05T22:43:42.434Z] [INFO] (cd "/tmp/gh-issue-solver-1780699401936" && claude --output-format stream-json --verbose --dangerously-skip-permissions --model claude-opus-4-8 --strict-mcp-config --mcp-config "/tmp/claude-mcp-no-useless-1780699422433-54913.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-foundation/meta-language/issues/3 | |
| [2026-06-05T22:43:42.434Z] [INFO] Your prepared branch: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:42.434Z] [INFO] Your prepared working directory: /tmp/gh-issue-solver-1780699401936 | |
| [2026-06-05T22:43:42.434Z] [INFO] Your prepared Pull Request: https://github.com/link-foundation/meta-language/pull/4 | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Proceed. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] General guidelines. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you execute commands and the output becomes large, save the logs to files for easier review. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When CI is failing or user reports failures, consider adding a detailed investigation protocol to your todo list with these steps: | |
| [2026-06-05T22:43:42.434Z] [INFO] Step 1: List recent runs with timestamps using: gh run list --repo link-foundation/meta-language --branch issue-3-ded5f36fa206 --limit 5 --json databaseId,conclusion,createdAt,headSha | |
| [2026-06-05T22:43:42.434Z] [INFO] Step 2: Verify runs are after the latest commit by checking timestamps and SHA | |
| [2026-06-05T22:43:42.434Z] [INFO] Step 3: For each non-passing run, download logs to preserve them: gh run view {run-id} --repo link-foundation/meta-language --log > ci-logs/{workflow}-{run-id}.log | |
| [2026-06-05T22:43:42.434Z] [INFO] Step 4: Read each downloaded log file with the Read tool to understand the actual failures | |
| [2026-06-05T22:43:42.434Z] [INFO] Step 5: Report findings with specific errors and line numbers from logs | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When a code or log file has more than 1500 lines, read it in chunks of 1500 lines. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When facing a complex problem, do as much tracing as possible and turn on all verbose modes. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you test assumptions, keep experiment scripts in ./experiments. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When an experiment demonstrates a real-world use case of the software, add it to ./examples. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you face something extremely hard, use divide and conquer. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Initial research. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you read the issue, read all details and comments thoroughly. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need issue details, use gh issue view https://github.com/link-foundation/meta-language/issues/3. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need related code, use gh search code --owner link-foundation [keywords]. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need repo context, read files in your working directory. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you study related work, study the most recent related pull requests. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When the issue is not defined clearly enough, write a comment with clarifying questions. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When accessing GitHub Gists (especially private ones), use gh gist view command instead of direct URL fetching to ensure proper authentication. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you are fixing a bug, find the actual root cause first and run as many experiments as needed. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need comments on a pull request, note that GitHub has three different comment types with different API endpoints: | |
| [2026-06-05T22:43:42.434Z] [INFO] 1. PR review comments (inline code comments): gh api repos/link-foundation/meta-language/pulls/4/comments --paginate | |
| [2026-06-05T22:43:42.434Z] [INFO] 2. PR conversation comments (general discussion): gh api repos/link-foundation/meta-language/issues/4/comments --paginate | |
| [2026-06-05T22:43:42.434Z] [INFO] 3. PR reviews (approve/request changes): gh api repos/link-foundation/meta-language/pulls/4/reviews --paginate | |
| [2026-06-05T22:43:42.434Z] [INFO] Note: The command \"gh pr view --json comments\" only returns conversation comments and misses review comments. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need the latest comments on the issue, use gh api repos/link-foundation/meta-language/issues/3/comments --paginate. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Solution development and testing. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When issue is solvable, first create a test that reproduces the problem, then implement the fix. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When implementing features, search for similar existing implementations in the codebase and use them as examples instead of implementing everything from scratch. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you test: | |
| [2026-06-05T22:43:42.434Z] [INFO] start from testing of small functions using separate scripts; | |
| [2026-06-05T22:43:42.434Z] [INFO] write unit tests with mocks for easy and quick start. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you test integrations, use existing framework. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you test solution draft, include automated checks in pr. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you see repeated test timeout patterns in CI, investigate the root cause rather than increasing timeouts. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When the issue is unclear, write a comment on the issue with questions. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you encounter problems that you cannot solve yourself and need human help, write a comment on the pull request asking for help. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need human help, use gh pr comment 4 --body \"your message\" to comment on existing PR. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Reproducible testing. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When encountering logic bugs, write an automated test that fails due to the bug, then implement the fix to make it pass. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When creating tests, prefer minimum reproducible examples, meaning the simplest test case that demonstrates the issue. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When a bug fix does not have a reproducing test, treat the fix as incomplete because regressions can occur later without notice. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Preparing pull request. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you code, follow contributing guidelines. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you commit, write clear message. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need examples of style, use gh pr list --repo link-foundation/meta-language --state merged --search [keywords]. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you open pr, describe solution draft and include tests. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you update existing pr 4, use gh pr edit to modify title and description. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you finalize the pull request: | |
| [2026-06-05T22:43:42.434Z] [INFO] follow style from merged prs for code, title, and description, | |
| [2026-06-05T22:43:42.434Z] [INFO] check that no uncommitted changes corresponding to the original requirements are left behind, | |
| [2026-06-05T22:43:42.434Z] [INFO] check that the default branch is merged into the pull request branch, | |
| [2026-06-05T22:43:42.434Z] [INFO] check that all CI checks are passing if they exist before you finish, | |
| [2026-06-05T22:43:42.434Z] [INFO] check for latest comments on the issue and pull request to ensure no recent feedback was missed, | |
| [2026-06-05T22:43:42.434Z] [INFO] double-check that all changes in the pull request address the original requirements of the issue, | |
| [2026-06-05T22:43:42.434Z] [INFO] check for newly introduced bugs in the pull request by carefully reading gh pr diff, | |
| [2026-06-05T22:43:42.434Z] [INFO] check that no previously existing features were removed without an explicit request in the issue description, issue comments, or pull request comments. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you finish implementation, use gh pr ready 4. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Workflow and collaboration. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you check branch, verify with git branch --show-current. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you push, push only to branch issue-3-ded5f36fa206. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you finish, create a pull request from branch issue-3-ded5f36fa206. (Note: PR 4 already exists, update it instead) | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you organize workflow, use pull requests instead of direct merges to default branch (main or master). | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you manage commits, preserve commit history for later analysis. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you contribute, keep repository history forward-moving with regular commits, pushes, and reverts if needed. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you face conflict that you cannot resolve yourself, ask for help. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you collaborate, respect branch protections by working only on issue-3-ded5f36fa206. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you mention a result, include the pull request URL or comment URL. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need to create pr, remember pr 4 already exists for this branch. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Self review. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you check your solution draft, run all tests locally. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you check your solution draft, verify git status shows a clean working tree with no uncommitted changes. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you compare with repo style, use gh pr diff [number]. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you finalize, confirm code, tests, and description are consistent. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] GitHub CLI command patterns. | |
| [2026-06-05T22:43:42.434Z] [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). | |
| [2026-06-05T22:43:42.434Z] [INFO] - When listing PR review comments (inline code comments), use gh api repos/OWNER/REPO/pulls/NUMBER/comments --paginate. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When listing PR conversation comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When listing PR reviews, use gh api repos/OWNER/REPO/pulls/NUMBER/reviews --paginate. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When listing issue comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When adding PR comment, use gh pr comment NUMBER --body \"text\" --repo OWNER/REPO. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When adding issue comment, use gh issue comment NUMBER --body \"text\" --repo OWNER/REPO. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When viewing PR details, use gh pr view NUMBER --repo OWNER/REPO. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When filtering with jq, use gh api repos/\${owner}/\${repo}/pulls/\${prNumber}/comments --paginate --jq 'reverse | .[0:5]'. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Playwright MCP usage (browser automation via mcp__playwright__* tools). | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When WebSearch tool fails or returns insufficient results, use Playwright MCP tools (browser_navigate, browser_snapshot) as a fallback for internet search. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need to interact with dynamic web pages that require JavaScript execution, use Playwright MCP tools. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need to visually verify how a web page looks or take screenshots, use browser_take_screenshot from Playwright MCP. | |
| [2026-06-05T22:43:42.434Z] [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). | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you need to test responsive design or different viewport sizes, use browser_resize from Playwright MCP. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you finish using the browser, close it with browser_close to free resources. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When reproducing UI bugs, use browser_take_screenshot to capture the problem state before implementing any fix. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When fixing UI bugs, take before/after screenshots to provide visual evidence of the fix for human verification. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When creating UI tests, save baseline screenshots to the repository for visual regression testing. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When verifying UI fixes, compare screenshots to ensure the fix does not introduce unintended visual changes. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Visual UI work and screenshots. | |
| [2026-06-05T22:43:42.434Z] [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. | |
| [2026-06-05T22:43:42.434Z] [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). | |
| [2026-06-05T22:43:42.434Z] [INFO] - When you save screenshots to the repository, use permanent links in the pull request description markdown (e.g., https://github.com/link-foundation/meta-language/blob/issue-3-ded5f36fa206/docs/screenshots/result.png?raw=true). | |
| [2026-06-05T22:43:42.434Z] [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). | |
| [2026-06-05T22:43:42.434Z] [INFO] - When the visual result is important for review, mention it explicitly in the pull request description with the embedded image. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When fixing UI bugs, capture both the \"before\" (problem) and \"after\" (fixed) screenshots as evidence for human verification. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When reporting UI bugs, include a screenshot of the problem state to enable visual verification of the fix. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When the fix is visual, include side-by-side or sequential comparison of before/after states in the PR description. | |
| [2026-06-05T22:43:42.434Z] [INFO] - When possible, create automated visual regression tests to prevent the UI bug from recurring." | jq -c .) | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] 📋 User prompt: | |
| [2026-06-05T22:43:42.434Z] [INFO] ---BEGIN USER PROMPT--- | |
| [2026-06-05T22:43:42.434Z] [INFO] Issue to solve: https://github.com/link-foundation/meta-language/issues/3 | |
| [2026-06-05T22:43:42.434Z] [INFO] Your prepared branch: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:42.434Z] [INFO] Your prepared working directory: /tmp/gh-issue-solver-1780699401936 | |
| [2026-06-05T22:43:42.434Z] [INFO] Your prepared Pull Request: https://github.com/link-foundation/meta-language/pull/4 | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] Proceed. | |
| [2026-06-05T22:43:42.434Z] [INFO] | |
| [2026-06-05T22:43:42.434Z] [INFO] ---END USER PROMPT--- | |
| [2026-06-05T22:43:42.435Z] [INFO] 📋 System prompt: | |
| [2026-06-05T22:43:42.435Z] [INFO] ---BEGIN SYSTEM PROMPT--- | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] General guidelines. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you execute commands and the output becomes large, save the logs to files for easier review. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When CI is failing or user reports failures, consider adding a detailed investigation protocol to your todo list with these steps: | |
| [2026-06-05T22:43:42.435Z] [INFO] Step 1: List recent runs with timestamps using: gh run list --repo link-foundation/meta-language --branch issue-3-ded5f36fa206 --limit 5 --json databaseId,conclusion,createdAt,headSha | |
| [2026-06-05T22:43:42.435Z] [INFO] Step 2: Verify runs are after the latest commit by checking timestamps and SHA | |
| [2026-06-05T22:43:42.435Z] [INFO] Step 3: For each non-passing run, download logs to preserve them: gh run view {run-id} --repo link-foundation/meta-language --log > ci-logs/{workflow}-{run-id}.log | |
| [2026-06-05T22:43:42.435Z] [INFO] Step 4: Read each downloaded log file with the Read tool to understand the actual failures | |
| [2026-06-05T22:43:42.435Z] [INFO] Step 5: Report findings with specific errors and line numbers from logs | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When a code or log file has more than 1500 lines, read it in chunks of 1500 lines. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When facing a complex problem, do as much tracing as possible and turn on all verbose modes. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you test assumptions, keep experiment scripts in ./experiments. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When an experiment demonstrates a real-world use case of the software, add it to ./examples. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you face something extremely hard, use divide and conquer. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] Initial research. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you read the issue, read all details and comments thoroughly. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need issue details, use gh issue view https://github.com/link-foundation/meta-language/issues/3. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need related code, use gh search code --owner link-foundation [keywords]. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need repo context, read files in your working directory. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you study related work, study the most recent related pull requests. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When the issue is not defined clearly enough, write a comment with clarifying questions. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When accessing GitHub Gists (especially private ones), use gh gist view command instead of direct URL fetching to ensure proper authentication. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you are fixing a bug, find the actual root cause first and run as many experiments as needed. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need comments on a pull request, note that GitHub has three different comment types with different API endpoints: | |
| [2026-06-05T22:43:42.435Z] [INFO] 1. PR review comments (inline code comments): gh api repos/link-foundation/meta-language/pulls/4/comments --paginate | |
| [2026-06-05T22:43:42.435Z] [INFO] 2. PR conversation comments (general discussion): gh api repos/link-foundation/meta-language/issues/4/comments --paginate | |
| [2026-06-05T22:43:42.435Z] [INFO] 3. PR reviews (approve/request changes): gh api repos/link-foundation/meta-language/pulls/4/reviews --paginate | |
| [2026-06-05T22:43:42.435Z] [INFO] Note: The command "gh pr view --json comments" only returns conversation comments and misses review comments. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need the latest comments on the issue, use gh api repos/link-foundation/meta-language/issues/3/comments --paginate. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] Solution development and testing. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When issue is solvable, first create a test that reproduces the problem, then implement the fix. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When implementing features, search for similar existing implementations in the codebase and use them as examples instead of implementing everything from scratch. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you test: | |
| [2026-06-05T22:43:42.435Z] [INFO] start from testing of small functions using separate scripts; | |
| [2026-06-05T22:43:42.435Z] [INFO] write unit tests with mocks for easy and quick start. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you test integrations, use existing framework. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you test solution draft, include automated checks in pr. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you see repeated test timeout patterns in CI, investigate the root cause rather than increasing timeouts. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When the issue is unclear, write a comment on the issue with questions. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you encounter problems that you cannot solve yourself and need human help, write a comment on the pull request asking for help. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need human help, use gh pr comment 4 --body "your message" to comment on existing PR. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] Reproducible testing. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When encountering logic bugs, write an automated test that fails due to the bug, then implement the fix to make it pass. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When creating tests, prefer minimum reproducible examples, meaning the simplest test case that demonstrates the issue. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When a bug fix does not have a reproducing test, treat the fix as incomplete because regressions can occur later without notice. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] Preparing pull request. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you code, follow contributing guidelines. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you commit, write clear message. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need examples of style, use gh pr list --repo link-foundation/meta-language --state merged --search [keywords]. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you open pr, describe solution draft and include tests. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you update existing pr 4, use gh pr edit to modify title and description. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you finalize the pull request: | |
| [2026-06-05T22:43:42.435Z] [INFO] follow style from merged prs for code, title, and description, | |
| [2026-06-05T22:43:42.435Z] [INFO] check that no uncommitted changes corresponding to the original requirements are left behind, | |
| [2026-06-05T22:43:42.435Z] [INFO] check that the default branch is merged into the pull request branch, | |
| [2026-06-05T22:43:42.435Z] [INFO] check that all CI checks are passing if they exist before you finish, | |
| [2026-06-05T22:43:42.435Z] [INFO] check for latest comments on the issue and pull request to ensure no recent feedback was missed, | |
| [2026-06-05T22:43:42.435Z] [INFO] double-check that all changes in the pull request address the original requirements of the issue, | |
| [2026-06-05T22:43:42.435Z] [INFO] check for newly introduced bugs in the pull request by carefully reading gh pr diff, | |
| [2026-06-05T22:43:42.435Z] [INFO] check that no previously existing features were removed without an explicit request in the issue description, issue comments, or pull request comments. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you finish implementation, use gh pr ready 4. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] Workflow and collaboration. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you check branch, verify with git branch --show-current. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you push, push only to branch issue-3-ded5f36fa206. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you finish, create a pull request from branch issue-3-ded5f36fa206. (Note: PR 4 already exists, update it instead) | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you organize workflow, use pull requests instead of direct merges to default branch (main or master). | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you manage commits, preserve commit history for later analysis. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you contribute, keep repository history forward-moving with regular commits, pushes, and reverts if needed. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you face conflict that you cannot resolve yourself, ask for help. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you collaborate, respect branch protections by working only on issue-3-ded5f36fa206. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you mention a result, include the pull request URL or comment URL. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need to create pr, remember pr 4 already exists for this branch. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] Self review. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you check your solution draft, run all tests locally. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you check your solution draft, verify git status shows a clean working tree with no uncommitted changes. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you compare with repo style, use gh pr diff [number]. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you finalize, confirm code, tests, and description are consistent. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] GitHub CLI command patterns. | |
| [2026-06-05T22:43:42.435Z] [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). | |
| [2026-06-05T22:43:42.435Z] [INFO] - When listing PR review comments (inline code comments), use gh api repos/OWNER/REPO/pulls/NUMBER/comments --paginate. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When listing PR conversation comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When listing PR reviews, use gh api repos/OWNER/REPO/pulls/NUMBER/reviews --paginate. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When listing issue comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When adding PR comment, use gh pr comment NUMBER --body "text" --repo OWNER/REPO. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When adding issue comment, use gh issue comment NUMBER --body "text" --repo OWNER/REPO. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When viewing PR details, use gh pr view NUMBER --repo OWNER/REPO. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When filtering with jq, use gh api repos/${owner}/${repo}/pulls/${prNumber}/comments --paginate --jq 'reverse | .[0:5]'. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] Playwright MCP usage (browser automation via mcp__playwright__* tools). | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When WebSearch tool fails or returns insufficient results, use Playwright MCP tools (browser_navigate, browser_snapshot) as a fallback for internet search. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need to interact with dynamic web pages that require JavaScript execution, use Playwright MCP tools. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need to visually verify how a web page looks or take screenshots, use browser_take_screenshot from Playwright MCP. | |
| [2026-06-05T22:43:42.435Z] [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). | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you need to test responsive design or different viewport sizes, use browser_resize from Playwright MCP. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you finish using the browser, close it with browser_close to free resources. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When reproducing UI bugs, use browser_take_screenshot to capture the problem state before implementing any fix. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When fixing UI bugs, take before/after screenshots to provide visual evidence of the fix for human verification. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When creating UI tests, save baseline screenshots to the repository for visual regression testing. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When verifying UI fixes, compare screenshots to ensure the fix does not introduce unintended visual changes. | |
| [2026-06-05T22:43:42.435Z] [INFO] | |
| [2026-06-05T22:43:42.435Z] [INFO] Visual UI work and screenshots. | |
| [2026-06-05T22:43:42.435Z] [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. | |
| [2026-06-05T22:43:42.435Z] [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). | |
| [2026-06-05T22:43:42.435Z] [INFO] - When you save screenshots to the repository, use permanent links in the pull request description markdown (e.g., https://github.com/link-foundation/meta-language/blob/issue-3-ded5f36fa206/docs/screenshots/result.png?raw=true). | |
| [2026-06-05T22:43:42.435Z] [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). | |
| [2026-06-05T22:43:42.435Z] [INFO] - When the visual result is important for review, mention it explicitly in the pull request description with the embedded image. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When fixing UI bugs, capture both the "before" (problem) and "after" (fixed) screenshots as evidence for human verification. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When reporting UI bugs, include a screenshot of the problem state to enable visual verification of the fix. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When the fix is visual, include side-by-side or sequential comparison of before/after states in the PR description. | |
| [2026-06-05T22:43:42.435Z] [INFO] - When possible, create automated visual regression tests to prevent the UI bug from recurring. | |
| [2026-06-05T22:43:42.435Z] [INFO] ---END SYSTEM PROMPT--- | |
| [2026-06-05T22:43:42.436Z] [INFO] 📊 CLAUDE_CODE_MAX_OUTPUT_TOKENS: 128000, MCP_TIMEOUT: 900000ms, MCP_TOOL_TIMEOUT: 900000ms, ANTHROPIC_LOG: debug | |
| [2026-06-05T22:43:42.436Z] [INFO] 📊 CLAUDE_CODE_EFFORT_LEVEL: max | |
| [2026-06-05T22:43:42.436Z] [INFO] 📊 CLAUDE_CODE_DISABLE_1M_CONTEXT=1, CLAUDE_CODE_AUTO_COMPACT_WINDOW=150000, CLAUDE_AUTOCOMPACT_PCT_OVERRIDE=95 | |
| [2026-06-05T22:43:42.437Z] [INFO] 📊 Thinking level (via keywords): max | |
| [2026-06-05T22:43:42.437Z] [INFO] 📋 Command details: | |
| [2026-06-05T22:43:42.437Z] [INFO] 📂 Working directory: /tmp/gh-issue-solver-1780699401936 | |
| [2026-06-05T22:43:42.437Z] [INFO] 🌿 Branch: issue-3-ded5f36fa206 | |
| [2026-06-05T22:43:42.437Z] [INFO] 🤖 Model: Claude OPUS | |
| [2026-06-05T22:43:42.437Z] [INFO] | |
| [2026-06-05T22:43:42.437Z] [INFO] ▶️ Streaming output: | |
| [2026-06-05T22:43:42.437Z] [INFO] | |
| [2026-06-05T22:43:43.071Z] [INFO] { | |
| [2026-06-05T22:43:43.071Z] [INFO] "type": "system", | |
| [2026-06-05T22:43:43.071Z] [INFO] "subtype": "init", | |
| [2026-06-05T22:43:43.071Z] [INFO] "cwd": "/tmp/gh-issue-solver-1780699401936", | |
| [2026-06-05T22:43:43.071Z] [INFO] "session_id": "e7670886-3e78-4e46-bbe7-9c5c86c2866b", | |
| [2026-06-05T22:43:43.071Z] [INFO] "tools": [ | |
| [2026-06-05T22:43:43.071Z] [INFO] "Task", | |
| [2026-06-05T22:43:43.071Z] [INFO] "Bash", | |
| [2026-06-05T22:43:43.071Z] [INFO] "Edit", | |
| [2026-06-05T22:43:43.071Z] [INFO] "Read", | |
| [2026-06-05T22:43:43.071Z] [INFO] "Skill", | |
| [2026-06-05T22:43:43.071Z] [INFO] "TaskCreate", | |
| [2026-06-05T22:43:43.071Z] [INFO] "TaskGet", | |
| [2026-06-05T22:43:43.071Z] [INFO] "TaskList", | |
| [2026-06-05T22:43:43.071Z] [INFO] "TaskOutput", | |
| [2026-06-05T22:43:43.071Z] [INFO] "TaskStop", | |
| [2026-06-05T22:43:43.071Z] [INFO] "TaskUpdate", | |
| [2026-06-05T22:43:43.071Z] [INFO] "ToolSearch", | |
| [2026-06-05T22:43:43.071Z] [INFO] "WebFetch", | |
| [2026-06-05T22:43:43.071Z] [INFO] "WebSearch", | |
| [2026-06-05T22:43:43.071Z] [INFO] "Workflow", | |
| [2026-06-05T22:43:43.071Z] [INFO] "Write" | |
| [2026-06-05T22:43:43.071Z] [INFO] ], | |
| [2026-06-05T22:43:43.071Z] [INFO] "mcp_servers": [ | |
| [2026-06-05T22:43:43.071Z] [INFO] { | |
| [2026-06-05T22:43:43.071Z] [INFO] "name": "playwright", | |
| [2026-06-05T22:43:43.071Z] [INFO] "status": "pending" | |
| [2026-06-05T22:43:43.071Z] [INFO] } | |
| [2026-06-05T22:43:43.071Z] [INFO] ], | |
| [2026-06-05T22:43:43.071Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-06-05T22:43:43.071Z] [INFO] "permissionMode": "bypassPermissions", | |
| [2026-06-05T22:43:43.071Z] [INFO] "slash_commands": [ | |
| [2026-06-05T22:43:43.071Z] [INFO] "deep-research", | |
| [2026-06-05T22:43:43.071Z] [INFO] "update-config", | |
| [2026-06-05T22:43:43.071Z] [INFO] "verify", | |
| [2026-06-05T22:43:43.071Z] [INFO] "debug", | |
| [2026-06-05T22:43:43.071Z] [INFO] "code-review", | |
| [2026-06-05T22:43:43.071Z] [INFO] "simplify", | |
| [2026-06-05T22:43:43.071Z] [INFO] "batch", | |
| [2026-06-05T22:43:43.071Z] [INFO] "fewer-permission-prompts", | |
| [2026-06-05T22:43:43.071Z] [INFO] "schedule", | |
| [2026-06-05T22:43:43.071Z] [INFO] "claude-api", | |
| [2026-06-05T22:43:43.071Z] [INFO] "run", | |
| [2026-06-05T22:43:43.071Z] [INFO] "run-skill-generator", | |
| [2026-06-05T22:43:43.071Z] [INFO] "clear", | |
| [2026-06-05T22:43:43.071Z] [INFO] "compact", | |
| [2026-06-05T22:43:43.071Z] [INFO] "context", | |
| [2026-06-05T22:43:43.071Z] [INFO] "heapdump", | |
| [2026-06-05T22:43:43.071Z] [INFO] "init", | |
| [2026-06-05T22:43:43.071Z] [INFO] "reload-skills", | |
| [2026-06-05T22:43:43.071Z] [INFO] "review", | |
| [2026-06-05T22:43:43.071Z] [INFO] "security-review", | |
| [2026-06-05T22:43:43.071Z] [INFO] "usage-credits", | |
| [2026-06-05T22:43:43.071Z] [INFO] "extra-usage", | |
| [2026-06-05T22:43:43.071Z] [INFO] "usage", | |
| [2026-06-05T22:43:43.071Z] [INFO] "insights", | |
| [2026-06-05T22:43:43.071Z] [INFO] "goal", | |
| [2026-06-05T22:43:43.071Z] [INFO] "team-onboarding" | |
| [2026-06-05T22:43:43.071Z] [INFO] ], | |
| [2026-06-05T22:43:43.071Z] [INFO] "apiKeySource": "none", | |
| [2026-06-05T22:43:43.071Z] [INFO] "claude_code_version": "2.1.165", | |
| [2026-06-05T22:43:43.071Z] [INFO] "output_style": "default", | |
| [2026-06-05T22:43:43.071Z] [INFO] "agents": [ | |
| [2026-06-05T22:43:43.071Z] [INFO] "claude", | |
| [2026-06-05T22:43:43.071Z] [INFO] "Explore", | |
| [2026-06-05T22:43:43.071Z] [INFO] "general-purpose", | |
| [2026-06-05T22:43:43.071Z] [INFO] "Plan", | |
| [2026-06-05T22:43:43.071Z] [INFO] "statusline-setup" | |
| [2026-06-05T22:43:43.071Z] [INFO] ], | |
| [2026-06-05T22:43:43.071Z] [INFO] "skills": [ | |
| [2026-06-05T22:43:43.071Z] [INFO] "deep-research", | |
| [2026-06-05T22:43:43.071Z] [INFO] "update-config", | |
| [2026-06-05T22:43:43.071Z] [INFO] "verify", | |
| [2026-06-05T22:43:43.071Z] [INFO] "debug", | |
| [2026-06-05T22:43:43.071Z] [INFO] "code-review", | |
| [2026-06-05T22:43:43.071Z] [INFO] "simplify", | |
| [2026-06-05T22:43:43.071Z] [INFO] "batch", | |
| [2026-06-05T22:43:43.071Z] [INFO] "fewer-permission-prompts", | |
| [2026-06-05T22:43:43.071Z] [INFO] "schedule", | |
| [2026-06-05T22:43:43.071Z] [INFO] "claude-api", | |
| [2026-06-05T22:43:43.071Z] [INFO] "run", | |
| [2026-06-05T22:43:43.071Z] [INFO] "run-skill-generator" | |
| [2026-06-05T22:43:43.071Z] [INFO] ], | |
| [2026-06-05T22:43:43.071Z] [INFO] "plugins": [], | |
| [2026-06-05T22:43:43.071Z] [INFO] "analytics_disabled": false, | |
| [2026-06-05T22:43:43.071Z] [INFO] "product_feedback_disabled": false, | |
| [2026-06-05T22:43:43.071Z] [INFO] "uuid": "09c2abcf-2ec6-4b03-b4e9-6b23be00e999", | |
| [2026-06-05T22:43:43.071Z] [INFO] "fast_mode_state": "off" | |
| [2026-06-05T22:43:43.071Z] [INFO] } | |
| [2026-06-05T22:43:43.072Z] [INFO] 📌 Session ID: e7670886-3e78-4e46-bbe7-9c5c86c2866b | |
| [2026-06-05T22:43:43.072Z] [INFO] 📁 Log renamed to: /home/box/e7670886-3e78-4e46-bbe7-9c5c86c2866b.log | |
| [2026-06-05T22:43:43.084Z] [INFO] [log_ad61f3] sending request { | |
| [2026-06-05T22:43:43.085Z] [INFO] method: "post", | |
| [2026-06-05T22:43:43.085Z] [INFO] url: "https://api.anthropic.com/v1/messages?beta=true", | |
| [2026-06-05T22:43:43.086Z] [INFO] options: { | |
| [2026-06-05T22:43:43.086Z] [INFO] method: "post", | |
| [2026-06-05T22:43:43.086Z] [INFO] path: "/v1/messages?beta=true", | |
| [2026-06-05T22:43:43.086Z] [INFO] body: { | |
| [2026-06-05T22:43:43.086Z] [INFO] model: "claude-opus-4-8", | |
| [2026-06-05T22:43:43.086Z] [INFO] messages: [ | |
| [2026-06-05T22:43:43.086Z] [INFO] [Object ...], [Object ...] | |
| [2026-06-05T22:43:43.087Z] [INFO] ], | |
| [2026-06-05T22:43:43.087Z] [INFO] system: [ | |
| [2026-06-05T22:43:43.087Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-06-05T22:43:43.087Z] [INFO] ], | |
| [2026-06-05T22:43:43.087Z] [INFO] tools: [ | |
| [2026-06-05T22:43:43.087Z] [INFO] [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...], [Object ...] | |
| [2026-06-05T22:43:43.087Z] [INFO] ], | |
| [2026-06-05T22:43:43.087Z] [INFO] tool_choice: undefined, | |
| [2026-06-05T22:43:43.087Z] [INFO] metadata: [Object ...], | |
| [2026-06-05T22:43:43.088Z] [INFO] max_tokens: 128000, | |
| [2026-06-05T22:43:43.088Z] [INFO] thinking: [Object ...], | |
| [2026-06-05T22:43:43.088Z] [INFO] context_management: [Object ...], | |
| [2026-06-05T22:43:43.088Z] [INFO] output_config: [Object ...], | |
| [2026-06-05T22:43:43.088Z] [INFO] diagnostics: [Object ...], | |
| [2026-06-05T22:43:43.088Z] [INFO] stream: true, | |
| [2026-06-05T22:43:43.088Z] [INFO] }, | |
| [2026-06-05T22:43:43.088Z] [INFO] timeout: 600000, | |
| [2026-06-05T22:43:43.089Z] [INFO] signal: AbortSignal { | |
| [2026-06-05T22:43:43.089Z] [INFO] [Symbol(events.maxEventTargetListeners)]: 50, | |
| [2026-06-05T22:43:43.089Z] [INFO] [Symbol(events.maxEventTargetListenersWarned)]: false, | |
| [2026-06-05T22:43:43.089Z] [INFO] aborted: false, | |
| [2026-06-05T22:43:43.089Z] [INFO] reason: undefined, | |
| [2026-06-05T22:43:43.090Z] [INFO] onabort: null, | |
| [2026-06-05T22:43:43.090Z] [INFO] throwIfAborted: [Function: throwIfAborted], | |
| [2026-06-05T22:43:43.090Z] [INFO] addEventListener: [Function: addEventListener], | |
| [2026-06-05T22:43:43.090Z] [INFO] removeEventListener: [Function: removeEventListener], | |
| [2026-06-05T22:43:43.090Z] [INFO] dispatchEvent: [Function: dispatchEvent], | |
| [2026-06-05T22:43:43.091Z] [INFO] }, | |
| [2026-06-05T22:43:43.091Z] [INFO] stream: true, | |
| [2026-06-05T22:43:43.091Z] [INFO] }, | |
| [2026-06-05T22:43:43.091Z] [INFO] headers: { | |
| [2026-06-05T22:43:43.091Z] [INFO] accept: "application/json", | |
| [2026-06-05T22:43:43.091Z] [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", | |
| [2026-06-05T22:43:43.091Z] [INFO] "anthropic-dangerous-direct-browser-access": "true", | |
| [2026-06-05T22:43:43.092Z] [INFO] "anthropic-version": "2023-06-01", | |
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| [2026-06-05T22:43:55.371Z] [INFO] "content": "title:\tVision & implementation: a universal, self-describing meta language with a links-network CST/AST for any language\nstate:\tCLOSED\nauthor:\tkonard (Konstantin Diachenko)\nlabels:\t\ncomments:\t1\nassignees:\t\nprojects:\t\nmilestone:\t\nnumber:\t1\n--\n# Vision & implementation: a universal, self-describing meta language with a links-network CST/AST for any language\n\n> **Terminology note for this repository:** we use **links network** everywhere, and we model everything as **links** in the sense of Links Theory ([link-foundation/meta-theory](https://github.com/link-foundation/meta-theory)). The word **graph** is **forbidden** in this repository — not as a stylistic preference but as a design commitment, because Links Theory deliberately **eliminates the node/edge dichotomy** that graph theory is built on. Per the foundational article: *\"a link is defined as an n-tuple of references to links\"*; *\"a vertex is equivalent to a self-referential link — a link that begins and ends in itself\"*; *\"a directed edge is represented as a directed doublet-link\"*; and *\"while graph theory requires two types of entities — vertices and edges — in the links theory only links (which most closely resemble edges) are necessary.\"*\n>\n> So in this repository **both a \"node\" and an \"edge\" are links**: a node is just a self-referential link (e.g. `(x: x x)`), and what would be an edge is an ordinary link connecting other links. We never treat node and edge as two kinds of primitive. A **reference** is a link's pointer to another link. When an external dependency (tree-sitter, etc.) speaks of nodes/edges/graphs, we translate to links/links-network at the boundary. This mirrors the convention already established in [link-assistant/meta-expression](https://github.com/link-assistant/meta-expression) and [link-assistant/formal-ai](https://github.com/link-assistant/formal-ai).\n\n## 0. One-line vision\n\nA **meta language**: a single mutable, self-describing **links network** that can losslessly represent the CST, AST, and semantic structure of **any** programming or natural language — and that **describes itself fully in its own terms**, including the common roots of the common ontologies, with clear definitions of every term written in those terms themselves.\n\nIt is the structural substrate that [link-assistant/formal-ai](https://github.com/link-assistant/formal-ai) and [link-assistant/meta-expression](https://github.com/link-assistant/meta-expression) need underneath their formalization / deformalization work: a place to **parse raw text into a CST/AST/network for a selected language, verify whether the text fully matches that language, parse a mix of languages with auto-detected regions, transform the network by substitution rules, and reconstruct it back to a (possibly different) target language.**\n\n## 1. Why this exists — the gap\n\nExisting lossless-CST tooling is excellent but **per-ecosystem and tree-shaped**:\n\n- **tree-sitter** parses essentially any language into a concrete syntax tree, but: it keeps **N disjoint, range-keyed trees** for mixed-language documents (the host app must correlate them), its trivia *floats* as `extra` sibling links rather than being attached, its injection/auto-detection is **name-driven, not content-driven**, and it does not pretty-print or guarantee transform-and-reconstruct round-trips.\n- **LibCST** (Python), **Recast**/**jscodeshift** (JS/TS), **Rowan**/**cstree** (Rust), **Roslyn** (C#) each give a great lossless parse→transform→reprint pipeline — but only for their **one** language, and only **same-language** round-tripping. None of them targets *cross-language* reconstruction.\n- None of them is **self-describing**, and all of them are trees (single-parent containment) that reach for ad-hoc side tables when they need cross-references, data flow, or shared/cyclic structure. In a links network there is no such impedance: cross-references, flow, and sharing are just more links, because there is no privileged node/edge distinction to work around.\n\nThe interesting requirement — *parse language A, transform, reconstruct as language B* — and the requirement to reason **by meaning** (not just syntax) both demand a representation richer than a tree. A links network is that representation, and it is the one our ecosystem is already built on.\n\n## 2. Foundations we build on (and must stay compatible with)\n\nThis project sits on top of, and must remain compatible with, the existing link-foundation / link-assistant stack:\n\n| Project | What it gives us | How we use it |\n|---|---|---|\n| [link-foundation/meta-theory](https://github.com/link-foundation/meta-theory) | The Links Theory / Deep Theory articles — the conceptual root. Defines a link as *\"an n-tuple of references to links\"* and unifies vertices/edges into links | Our ontology roots and the definitions of \"link\" / \"reference\" trace back here; the node/edge-as-links unification is foundational to our whole model |\n| [link-foundation/links-notation](https://github.com/link-foundation/links-notation) (**note: `links-notation`, plural — `link-notation` 404s**) | **LiNo** — the textual surface: doublets `(lovesMama: loves mama)`, triplets `papa has car`, N-tuples, indented syntax. *\"structured data as links between references to links\"* | The human-readable serialization of our network; `(index: source target ...)` is our link form, and a self-referential link is our \"point\" |\n| [link-foundation/link-cli](https://github.com/link-foundation/link-cli) | The **single Turing-complete operation**: match-pattern → substitute-pattern, with `$index/$source/$target` variables; CRUD all expressed via one substitution | Our transformation engine. Every transform (formalize, deformalize, rename, inline, cross-language map) is substitution over the network |\n| [link-foundation/lino-objects-codec](https://github.com/link-foundation/lino-objects-codec) | Encoding arbitrary objects to/from LiNo with **typed links**, **identity & circular-reference preservation** | How we serialize the mutable network and its snapshots; circular/shared structure is native, not a special case |\n| [link-foundation/relative-meta-logic](https://github.com/link-foundation/relative-meta-logic) | \"Everything is a link\" + dependent types `(Type: Type Type)`, many-valued/probabilistic evaluation, export to Lean/Coq/Isabelle | The semantic/typing layer; matching \"by meaning\" and verifying \"text fully matches a language\" can lean on RML-style evaluation |\n| [link-assistant/formal-ai](https://github.com/link-assistant/formal-ai) | Consumer: \"Links Notation as the universal intermediate representation\", \"one doublet-links store is the source of truth\", \"parses languages into a links network (not graph)\" | We provide the structural network it formalizes into; we can replay its **706-case corpus** as a parity gate |\n| [link-assistant/meta-expression](https://github.com/link-assistant/meta-expression) | The most mature **formalize ↔ deformalize / naturalize** round-trip; CST with phrase ids, token/source spans, entity ids; the `semantic-lexicon.json` interlingua (328 concepts, en/hi/ru/zh) | Defines the formalization/deformalization contract we must support and configure |\n\n**The single Turing-complete operation from `link-cli` is the heart of our transform layer.** We do not invent a new transformation calculus; we adopt match-and-substitute over links and make the *matcher* richer (by syntax, by meaning, by type).\n\n## 3. What we must support (requirements)\n\n### 3.1 Universal structural representation\n- [ ] A mutable links network that can represent **CST** (every token, every comma/paren, all trivia), **AST** (named/abstract structure), and **semantic** relations (use→def, call→body, data flow, coreference, types) **simultaneously over the same links** — because these are different link-sets, not different trees. (There is no separate \"node table\" and \"edge table\": all of it is one set of links.)\n- [ ] **Lossless** by construction: the network retains enough to reprint the exact original source, byte-for-byte (the LibCST/Roslyn/Rowan guarantee), with trivia attached via explicit links (our divergence from tree-sitter's floating `extra` links — we should support both *containment-link-attached* (Rowan-style) and *token-link-attached* (Roslyn-style) trivia as a configurable policy).\n- [ ] Rich per-link metadata matching what tree-sitter projects expect: link type, **named vs anonymous**, **fields as labeled links**, byte ranges, row/column points, and flags `isError` / `hasError` / `isMissing` / `isExtra`. (tree-sitter's \"fields\" — a labeled parent→child relation — are themselves just links here, not a separate concept layered on positional children.)\n- [ ] **Error recovery / partial parsing**: always produce a network even on invalid input (ERROR/MISSING modeled as links), so we can answer \"does this text *fully* match language X?\" precisely (clean ⇔ no error/missing links in the region).\n\n### 3.2 Parse / verify / mixed languages\n- [ ] `parse(text, language) -> network` for a **selected** language (programming or natural).\n- [ ] **Verify** a text fully matches a language (full-match check, returning the failing regions/links if not).\n- [ ] **Mixed-language parsing with auto-detected regions** — e.g. documentation containing prose plus fenced code blocks parsed as one network. Unlike tree-sitter, the result is **one unified network** with cross-language links keyed on shared byte ranges, not N disjoint trees. Support both **name-driven** detection (fenced ` ```rust `) *and* **content-driven** auto-detection (sniffing) as our explicit addition.\n\n### 3.3 Self-description (the \"meta\" in meta-language)\n- [ ] The meta language **describes itself fully in its own terms**: the definitions of `link`, `reference`, `relation link`, `language`, `grammar`, `type`, `concept` (and the fact that a \"node\" is just a self-referential link and an \"edge\" just a connecting link) are all themselves links in the network, with **clear definitions written in those very terms**.\n- [ ] Include the **common roots of the common ontologies** — one shared set of base concepts/types/terms from which language-specific vocabularies derive. (Ties into relative-meta-logic's `(Type: Type Type)` self-referential root and meta-expression's controlled R-terminology.)\n\n### 3.4 Shared concepts mapped to per-language syntax\n- [ ] A **common concept layer**: e.g. a shared set of concepts for **functional** and **procedural** languages (function, binding, application, sequence, branch, loop, ...), each mapped to **different concrete syntax** in different specific languages — and languages that **mix** these features (most real languages) compose the concept sets. Two languages sharing a concept must reference the **same** concept link, not duplicate it. This is what makes cross-language transformation meaningful.\n\n### 3.5 Snapshots & mutation\n- [ ] **Immutable snapshots** (persistent, structurally shared — the property that makes tree-sitter's per-keystroke reparse and thread-sharing cheap) **and** **mutable snapshots** for in-place editing.\n- [ ] Versioning of the network over time (link-cli already models named references, triggers, and persistent transformation; meta-expression already stores `version`/`provenance`).\n\n### 3.6 Transformation by substitution\n- [ ] Apply transformations via **substitution rules** built on link-cli's single operation: match-pattern → substitute-pattern.\n- [ ] **Advanced matching**: by **syntax** (structural pattern, tree-sitter-query-like S-expressions over links — quantifiers, alternation, anchors, captures, fields, negated fields), by **meaning** (semantic/concept-level match via the common concept layer + relative-meta-logic evaluation), and by **type**.\n- [ ] Predicates/text conditions stay a **pluggable host-evaluated layer**, mirroring tree-sitter's split (engine does structural matching + capture binding; host does regex/eq/semantic predicates).\n\n### 3.7 Reconstruction & cross-language target\n- [ ] **Reconstruct** the network back to text — same language (lossless round-trip for unchanged regions, clean pretty-print for changed regions) **and** to a **different target language** via the common concept layer (concept → target syntax).\n- [ ] **Configurable formalization / deformalization (naturalization)** — the way we go text → network and network → text must be configurable, since that is exactly the knob formal-ai and meta-expression need (`translateTextWith()` / `naturalize` / `deformalize` semantics, formalization levels 1–4 with executable gating).\n\n## 4. Architecture sketch\n\n```\n ┌─────────────────────────────────────────────────┐\n raw text ──▶│ parse(text, language | auto-detect-mixed) │\n │ ├─ region detection (name- and content-driven) │\n │ └─ per-region parser → links │\n └──────────────────────┬──────────────────────────┘\n ▼\n ┌──────────────────────────────────────────────────────────┐\n │ MUTABLE LINKS NETWORK (the meta language; LiNo-encoded) │\n │ everything is a link (a \"point\"/node = self-referential │\n │ link; an \"edge\" = a connecting link — no node/edge split)│\n │ • CST links (lossless, trivia attached) │\n │ • AST links (named/abstract; fields = labeled links) │\n │ • semantic links (use→def, flow, coref, types) │\n │ • common-concept links ←── shared across languages │\n │ • self-description links (terms defined in own terms) │\n └───────┬───────────────────────────────────┬──────────────┘\n immutable │ │ transform via\n & mutable ◀──┤ snapshots (persistent sharing) ├──▶ link-cli single op:\n snapshots │ │ match → substitute\n │ │ (by syntax / meaning / type)\n ▼ ▼\n verify(text fully matches language?) reconstruct(network, target_language)\n └─ same-lang lossless / cross-lang via concepts\n └─ configurable (de)formalization\n```\n\n## 5. Implementation language\n\n- **First target: Rust.** (Consistent with link-cli's Rust crate, links-notation's Rust impl, lino-objects-codec Rust, relative-meta-logic Rust, and formal-ai's Rust core.) We can reuse `doublets-rs` / the `doublets` crate for storage and the Rust LiNo parser.\n- Other languages (JS/WASM, Python, C#, Go, Java) **may** follow, matching the multi-language parity tradition of links-notation (90+ identical cross-language tests) and lino-objects-codec.\n\n## 6. Test strategy — replicate the whole ecosystem's feature sets\n\nWe deliberately treat the discussed projects as **example suites to satisfy**. We copy/adapt their test cases so our system provably supports them all:\n\n- [ ] **links-notation**: the doublet/triplet/N-tuple/indented parsing tests — our network must parse and reproduce all LiNo forms, including self-referential links (points).\n- [ ] **link-cli**: the substitution test cases (create `() ((1 1))`, update `((1: 1 1)) ((1: 1 2))`, delete `((1 2)) ()`, swap `((($index: $source $target)) (($index: $target $source)))`) — our transform layer must reproduce them exactly, including named references, triggers, structure formatting, dedup.\n- [ ] **lino-objects-codec**: round-trip tests `decode(encode(x)) == x`, circular/shared-reference preservation.\n- [ ] **relative-meta-logic**: dependent-type, many-valued, and paradox cases; JS↔Rust parity-corpus pattern.\n- [ ] **formal-ai**: replay its **706-case corpus** as a parity / no-regression gate.\n- [ ] **meta-expression**: the formalize → semantic-meta-language → naturalize round-trip cases (e.g. \"Hawaii is a state.\" → `Q782` → \"Гавайи это штат.\"), CST-with-spans cases, \"1 + 1 = 2\" deterministic case, \"this statement is false\" self-reference case.\n- [ ] **tree-sitter**: representative concrete-syntax-tree, language-injection (mixed markdown+code), query-matching, and error-recovery cases — to prove feature parity on the metadata model while diverging to a unified links network (node/edge collapsed into links).\n\n## 7. Open questions / decisions to make\n\n1. Trivia attachment policy: containment-link-attached (Rowan-style) vs token-link-attached (Roslyn-style) — support both as configurable? (Default?)\n2. Region auto-detection: how far to push content-based sniffing vs name/fence-driven; confidence model (lean on meta-expression's bounded-confidence approach).\n3. Exact contract surface for `(de)formalization` configuration so formal-ai and meta-expression can drive it without leaking their internals.\n4. Snapshot model: copy-on-write persistent structure vs explicit version links in the store (link-cli already has names/triggers files — reuse or extend?).\n5. How the \"common roots of common ontologies\" are seeded and how language vocabularies declare derivation from them.\n6. Query language surface: adopt tree-sitter S-expression query syntax over links, or a LiNo-native pattern syntax, or both?\n\n---\n\n*This issue is the founding vision + scope. Subsequent issues should break out: (a) the Rust core data model + LiNo storage, (b) the parser/region-detection layer, (c) the substitution/transform engine reusing link-cli's single operation, (d) the common-concept ontology + self-description, (e) the reconstruction/cross-language layer, (f) the per-project parity test corpora.*", | |
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| [2026-06-05T22:43:55.371Z] [INFO] "stdout": "title:\tVision & implementation: a universal, self-describing meta language with a links-network CST/AST for any language\nstate:\tCLOSED\nauthor:\tkonard (Konstantin Diachenko)\nlabels:\t\ncomments:\t1\nassignees:\t\nprojects:\t\nmilestone:\t\nnumber:\t1\n--\n# Vision & implementation: a universal, self-describing meta language with a links-network CST/AST for any language\n\n> **Terminology note for this repository:** we use **links network** everywhere, and we model everything as **links** in the sense of Links Theory ([link-foundation/meta-theory](https://github.com/link-foundation/meta-theory)). The word **graph** is **forbidden** in this repository — not as a stylistic preference but as a design commitment, because Links Theory deliberately **eliminates the node/edge dichotomy** that graph theory is built on. Per the foundational article: *\"a link is defined as an n-tuple of references to links\"*; *\"a vertex is equivalent to a self-referential link — a link that begins and ends in itself\"*; *\"a directed edge is represented as a directed doublet-link\"*; and *\"while graph theory requires two types of entities — vertices and edges — in the links theory only links (which most closely resemble edges) are necessary.\"*\n>\n> So in this repository **both a \"node\" and an \"edge\" are links**: a node is just a self-referential link (e.g. `(x: x x)`), and what would be an edge is an ordinary link connecting other links. We never treat node and edge as two kinds of primitive. A **reference** is a link's pointer to another link. When an external dependency (tree-sitter, etc.) speaks of nodes/edges/graphs, we translate to links/links-network at the boundary. This mirrors the convention already established in [link-assistant/meta-expression](https://github.com/link-assistant/meta-expression) and [link-assistant/formal-ai](https://github.com/link-assistant/formal-ai).\n\n## 0. One-line vision\n\nA **meta language**: a single mutable, self-describing **links network** that can losslessly represent the CST, AST, and semantic structure of **any** programming or natural language — and that **describes itself fully in its own terms**, including the common roots of the common ontologies, with clear definitions of every term written in those terms themselves.\n\nIt is the structural substrate that [link-assistant/formal-ai](https://github.com/link-assistant/formal-ai) and [link-assistant/meta-expression](https://github.com/link-assistant/meta-expression) need underneath their formalization / deformalization work: a place to **parse raw text into a CST/AST/network for a selected language, verify whether the text fully matches that language, parse a mix of languages with auto-detected regions, transform the network by substitution rules, and reconstruct it back to a (possibly different) target language.**\n\n## 1. Why this exists — the gap\n\nExisting lossless-CST tooling is excellent but **per-ecosystem and tree-shaped**:\n\n- **tree-sitter** parses essentially any language into a concrete syntax tree, but: it keeps **N disjoint, range-keyed trees** for mixed-language documents (the host app must correlate them), its trivia *floats* as `extra` sibling links rather than being attached, its injection/auto-detection is **name-driven, not content-driven**, and it does not pretty-print or guarantee transform-and-reconstruct round-trips.\n- **LibCST** (Python), **Recast**/**jscodeshift** (JS/TS), **Rowan**/**cstree** (Rust), **Roslyn** (C#) each give a great lossless parse→transform→reprint pipeline — but only for their **one** language, and only **same-language** round-tripping. None of them targets *cross-language* reconstruction.\n- None of them is **self-describing**, and all of them are trees (single-parent containment) that reach for ad-hoc side tables when they need cross-references, data flow, or shared/cyclic structure. In a links network there is no such impedance: cross-references, flow, and sharing are just more links, because there is no privileged node/edge distinction to work around.\n\nThe interesting requirement — *parse language A, transform, reconstruct as language B* — and the requirement to reason **by meaning** (not just syntax) both demand a representation richer than a tree. A links network is that representation, and it is the one our ecosystem is already built on.\n\n## 2. Foundations we build on (and must stay compatible with)\n\nThis project sits on top of, and must remain compatible with, the existing link-foundation / link-assistant stack:\n\n| Project | What it gives us | How we use it |\n|---|---|---|\n| [link-foundation/meta-theory](https://github.com/link-foundation/meta-theory) | The Links Theory / Deep Theory articles — the conceptual root. Defines a link as *\"an n-tuple of references to links\"* and unifies vertices/edges into links | Our ontology roots and the definitions of \"link\" / \"reference\" trace back here; the node/edge-as-links unification is foundational to our whole model |\n| [link-foundation/links-notation](https://github.com/link-foundation/links-notation) (**note: `links-notation`, plural — `link-notation` 404s**) | **LiNo** — the textual surface: doublets `(lovesMama: loves mama)`, triplets `papa has car`, N-tuples, indented syntax. *\"structured data as links between references to links\"* | The human-readable serialization of our network; `(index: source target ...)` is our link form, and a self-referential link is our \"point\" |\n| [link-foundation/link-cli](https://github.com/link-foundation/link-cli) | The **single Turing-complete operation**: match-pattern → substitute-pattern, with `$index/$source/$target` variables; CRUD all expressed via one substitution | Our transformation engine. Every transform (formalize, deformalize, rename, inline, cross-language map) is substitution over the network |\n| [link-foundation/lino-objects-codec](https://github.com/link-foundation/lino-objects-codec) | Encoding arbitrary objects to/from LiNo with **typed links**, **identity & circular-reference preservation** | How we serialize the mutable network and its snapshots; circular/shared structure is native, not a special case |\n| [link-foundation/relative-meta-logic](https://github.com/link-foundation/relative-meta-logic) | \"Everything is a link\" + dependent types `(Type: Type Type)`, many-valued/probabilistic evaluation, export to Lean/Coq/Isabelle | The semantic/typing layer; matching \"by meaning\" and verifying \"text fully matches a language\" can lean on RML-style evaluation |\n| [link-assistant/formal-ai](https://github.com/link-assistant/formal-ai) | Consumer: \"Links Notation as the universal intermediate representation\", \"one doublet-links store is the source of truth\", \"parses languages into a links network (not graph)\" | We provide the structural network it formalizes into; we can replay its **706-case corpus** as a parity gate |\n| [link-assistant/meta-expression](https://github.com/link-assistant/meta-expression) | The most mature **formalize ↔ deformalize / naturalize** round-trip; CST with phrase ids, token/source spans, entity ids; the `semantic-lexicon.json` interlingua (328 concepts, en/hi/ru/zh) | Defines the formalization/deformalization contract we must support and configure |\n\n**The single Turing-complete operation from `link-cli` is the heart of our transform layer.** We do not invent a new transformation calculus; we adopt match-and-substitute over links and make the *matcher* richer (by syntax, by meaning, by type).\n\n## 3. What we must support (requirements)\n\n### 3.1 Universal structural representation\n- [ ] A mutable links network that can represent **CST** (every token, every comma/paren, all trivia), **AST** (named/abstract structure), and **semantic** relations (use→def, call→body, data flow, coreference, types) **simultaneously over the same links** — because these are different link-sets, not different trees. (There is no separate \"node table\" and \"edge table\": all of it is one set of links.)\n- [ ] **Lossless** by construction: the network retains enough to reprint the exact original source, byte-for-byte (the LibCST/Roslyn/Rowan guarantee), with trivia attached via explicit links (our divergence from tree-sitter's floating `extra` links — we should support both *containment-link-attached* (Rowan-style) and *token-link-attached* (Roslyn-style) trivia as a configurable policy).\n- [ ] Rich per-link metadata matching what tree-sitter projects expect: link type, **named vs anonymous**, **fields as labeled links**, byte ranges, row/column points, and flags `isError` / `hasError` / `isMissing` / `isExtra`. (tree-sitter's \"fields\" — a labeled parent→child relation — are themselves just links here, not a separate concept layered on positional children.)\n- [ ] **Error recovery / partial parsing**: always produce a network even on invalid input (ERROR/MISSING modeled as links), so we can answer \"does this text *fully* match language X?\" precisely (clean ⇔ no error/missing links in the region).\n\n### 3.2 Parse / verify / mixed languages\n- [ ] `parse(text, language) -> network` for a **selected** language (programming or natural).\n- [ ] **Verify** a text fully matches a language (full-match check, returning the failing regions/links if not).\n- [ ] **Mixed-language parsing with auto-detected regions** — e.g. documentation containing prose plus fenced code blocks parsed as one network. Unlike tree-sitter, the result is **one unified network** with cross-language links keyed on shared byte ranges, not N disjoint trees. Support both **name-driven** detection (fenced ` ```rust `) *and* **content-driven** auto-detection (sniffing) as our explicit addition.\n\n### 3.3 Self-description (the \"meta\" in meta-language)\n- [ ] The meta language **describes itself fully in its own terms**: the definitions of `link`, `reference`, `relation link`, `language`, `grammar`, `type`, `concept` (and the fact that a \"node\" is just a self-referential link and an \"edge\" just a connecting link) are all themselves links in the network, with **clear definitions written in those very terms**.\n- [ ] Include the **common roots of the common ontologies** — one shared set of base concepts/types/terms from which language-specific vocabularies derive. (Ties into relative-meta-logic's `(Type: Type Type)` self-referential root and meta-expression's controlled R-terminology.)\n\n### 3.4 Shared concepts mapped to per-language syntax\n- [ ] A **common concept layer**: e.g. a shared set of concepts for **functional** and **procedural** languages (function, binding, application, sequence, branch, loop, ...), each mapped to **different concrete syntax** in different specific languages — and languages that **mix** these features (most real languages) compose the concept sets. Two languages sharing a concept must reference the **same** concept link, not duplicate it. This is what makes cross-language transformation meaningful.\n\n### 3.5 Snapshots & mutation\n- [ ] **Immutable snapshots** (persistent, structurally shared — the property that makes tree-sitter's per-keystroke reparse and thread-sharing cheap) **and** **mutable snapshots** for in-place editing.\n- [ ] Versioning of the network over time (link-cli already models named references, triggers, and persistent transformation; meta-expression already stores `version`/`provenance`).\n\n### 3.6 Transformation by substitution\n- [ ] Apply transformations via **substitution rules** built on link-cli's single operation: match-pattern → substitute-pattern.\n- [ ] **Advanced matching**: by **syntax** (structural pattern, tree-sitter-query-like S-expressions over links — quantifiers, alternation, anchors, captures, fields, negated fields), by **meaning** (semantic/concept-level match via the common concept layer + relative-meta-logic evaluation), and by **type**.\n- [ ] Predicates/text conditions stay a **pluggable host-evaluated layer**, mirroring tree-sitter's split (engine does structural matching + capture binding; host does regex/eq/semantic predicates).\n\n### 3.7 Reconstruction & cross-language target\n- [ ] **Reconstruct** the network back to text — same language (lossless round-trip for unchanged regions, clean pretty-print for changed regions) **and** to a **different target language** via the common concept layer (concept → target syntax).\n- [ ] **Configurable formalization / deformalization (naturalization)** — the way we go text → network and network → text must be configurable, since that is exactly the knob formal-ai and meta-expression need (`translateTextWith()` / `naturalize` / `deformalize` semantics, formalization levels 1–4 with executable gating).\n\n## 4. Architecture sketch\n\n```\n ┌─────────────────────────────────────────────────┐\n raw text ──▶│ parse(text, language | auto-detect-mixed) │\n │ ├─ region detection (name- and content-driven) │\n │ └─ per-region parser → links │\n └──────────────────────┬──────────────────────────┘\n ▼\n ┌──────────────────────────────────────────────────────────┐\n │ MUTABLE LINKS NETWORK (the meta language; LiNo-encoded) │\n │ everything is a link (a \"point\"/node = self-referential │\n │ link; an \"edge\" = a connecting link — no node/edge split)│\n │ • CST links (lossless, trivia attached) │\n │ • AST links (named/abstract; fields = labeled links) │\n │ • semantic links (use→def, flow, coref, types) │\n │ • common-concept links ←── shared across languages │\n │ • self-description links (terms defined in own terms) │\n └───────┬───────────────────────────────────┬──────────────┘\n immutable │ │ transform via\n & mutable ◀──┤ snapshots (persistent sharing) ├──▶ link-cli single op:\n snapshots │ │ match → substitute\n │ │ (by syntax / meaning / type)\n ▼ ▼\n verify(text fully matches language?) reconstruct(network, target_language)\n └─ same-lang lossless / cross-lang via concepts\n └─ configurable (de)formalization\n```\n\n## 5. Implementation language\n\n- **First target: Rust.** (Consistent with link-cli's Rust crate, links-notation's Rust impl, lino-objects-codec Rust, relative-meta-logic Rust, and formal-ai's Rust core.) We can reuse `doublets-rs` / the `doublets` crate for storage and the Rust LiNo parser.\n- Other languages (JS/WASM, Python, C#, Go, Java) **may** follow, matching the multi-language parity tradition of links-notation (90+ identical cross-language tests) and lino-objects-codec.\n\n## 6. Test strategy — replicate the whole ecosystem's feature sets\n\nWe deliberately treat the discussed projects as **example suites to satisfy**. We copy/adapt their test cases so our system provably supports them all:\n\n- [ ] **links-notation**: the doublet/triplet/N-tuple/indented parsing tests — our network must parse and reproduce all LiNo forms, including self-referential links (points).\n- [ ] **link-cli**: the substitution test cases (create `() ((1 1))`, update `((1: 1 1)) ((1: 1 2))`, delete `((1 2)) ()`, swap `((($index: $source $target)) (($index: $target $source)))`) — our transform layer must reproduce them exactly, including named references, triggers, structure formatting, dedup.\n- [ ] **lino-objects-codec**: round-trip tests `decode(encode(x)) == x`, circular/shared-reference preservation.\n- [ ] **relative-meta-logic**: dependent-type, many-valued, and paradox cases; JS↔Rust parity-corpus pattern.\n- [ ] **formal-ai**: replay its **706-case corpus** as a parity / no-regression gate.\n- [ ] **meta-expression**: the formalize → semantic-meta-language → naturalize round-trip cases (e.g. \"Hawaii is a state.\" → `Q782` → \"Гавайи это штат.\"), CST-with-spans cases, \"1 + 1 = 2\" deterministic case, \"this statement is false\" self-reference case.\n- [ ] **tree-sitter**: representative concrete-syntax-tree, language-injection (mixed markdown+code), query-matching, and error-recovery cases — to prove feature parity on the metadata model while diverging to a unified links network (node/edge collapsed into links).\n\n## 7. Open questions / decisions to make\n\n1. Trivia attachment policy: containment-link-attached (Rowan-style) vs token-link-attached (Roslyn-style) — support both as configurable? (Default?)\n2. Region auto-detection: how far to push content-based sniffing vs name/fence-driven; confidence model (lean on meta-expression's bounded-confidence approach).\n3. Exact contract surface for `(de)formalization` configuration so formal-ai and meta-expression can drive it without leaking their internals.\n4. Snapshot model: copy-on-write persistent structure vs explicit version links in the store (link-cli already has names/triggers files — reuse or extend?).\n5. How the \"common roots of common ontologies\" are seeded and how language vocabularies declare derivation from them.\n6. Query language surface: adopt tree-sitter S-expression query syntax over links, or a LiNo-native pattern syntax, or both?\n\n---\n\n*This issue is the founding vision + scope. 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| [2026-06-05T22:43:58.560Z] [INFO] } ReadableStream { | |
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| [2026-06-05T22:44:11.410Z] [INFO] "content": "docs/case-studies/issue-11/README.md\ndocs/case-studies/issue-11/analysis-crates-io.md\ndocs/case-studies/issue-11/analysis-set-output.md\ndocs/case-studies/issue-11/analysis-workflow-dispatch.md\ndocs/case-studies/issue-11/online-research.md\ndocs/case-studies/issue-17/README.md\ndocs/case-studies/issue-19/README.md\ndocs/case-studies/issue-19/ci-logs/ci-run-20885464993.log.gz\ndocs/case-studies/issue-19/pr-114-data/issue-113-details.txt\ndocs/case-studies/issue-19/pr-114-data/pr-commits.json\ndocs/case-studies/issue-19/pr-114-data/pr-conversation-comments.json\ndocs/case-studies/issue-19/pr-114-data/pr-details.json\ndocs/case-studies/issue-19/pr-114-data/pr-diff.patch\ndocs/case-studies/issue-19/pr-114-data/pr-review-comments.json\ndocs/case-studies/issue-19/pr-114-data/pr-reviews.json\ndocs/case-studies/issue-19/pr-114-data/solution-draft-log-1.txt.gz\ndocs/case-studies/issue-19/pr-114-data/solution-draft-log-2.txt.gz\ndocs/case-studies/issue-21/README.md\ndocs/case-studies/issue-21/browser-commander-issue-27.md\ndocs/case-studies/issue-21/browser-commander-issue-29.md\ndocs/case-studies/issue-21/browser-commander-issue-31.md\ndocs/case-studies/issue-21/browser-commander-issue-33.md\ndocs/case-studies/issue-21/browser-commander-rust.yml\ndocs/case-studies/issue-25/README.md\ndocs/case-studies/issue-29/README.md\ndocs/case-studies/issue-32/README.md\ndocs/case-studies/issue-34/README.md\ndocs/case-studies/issue-38/README.md\ndocs/case-studies/issue-38/raw-data/downstream-meta-after-run-24985948212.json\ndocs/case-studies/issue-38/raw-data/downstream-meta-after-run-24985948212.log.gz\ndocs/case-studies/issue-38/raw-data/downstream-meta-before-run-24983875003.json\ndocs/case-studies/issue-38/raw-data/downstream-meta-before-run-24983875003.log.gz\ndocs/case-studies/issue-38/raw-data/downstream-meta-ontology-issue-3.json\ndocs/case-studies/issue-38/raw-data/downstream-meta-ontology-pr-4.json\ndocs/case-studies/issue-38/raw-data/issue-38-comments.json\ndocs/case-studies/issue-38/raw-data/issue-38.json\ndocs/case-studies/issue-38/raw-data/js-template-issue-search.json\ndocs/case-studies/issue-38/raw-data/main-run-24465255225.json\ndocs/case-studies/issue-38/raw-data/main-run-24465255225.log.gz\ndocs/case-studies/issue-38/raw-data/main-runs.json\ndocs/case-studies/issue-38/raw-data/pr-39-conversation-comments.json\ndocs/case-studies/issue-38/raw-data/pr-39-review-comments.json\ndocs/case-studies/issue-38/raw-data/pr-39-reviews.json\ndocs/case-studies/issue-38/raw-data/pr-39.json\ndocs/case-studies/issue-38/raw-data/pr-branch-runs.json\ndocs/case-studies/issue-38/raw-data/pr-run-25212295127.json\ndocs/case-studies/issue-38/raw-data/pr-run-25212295127.log.gz\ndocs/case-studies/issue-38/raw-data/rust-template-issue-search.json\ndocs/case-studies/issue-38/template-data/js-template-ci-tree.txt\ndocs/case-studies/issue-38/template-data/js-template-links.yml\ndocs/case-studies/issue-38/template-data/js-template-release.yml\ndocs/case-studies/issue-38/template-data/rust-template-ci-tree.txt\ndocs/case-studies/issue-38/template-data/rust-template-release-after.yml\ndocs/case-studies/issue-38/template-data/rust-template-release-before.yml\ndocs/case-studies/issue-52/README.md\ndocs/case-studies/issue-52/raw-data/issue-52-comments.json\ndocs/case-studies/issue-52/raw-data/issue-52.json\ndocs/case-studies/issue-52/raw-data/js-issue-62.json\ndocs/case-studies/issue-52/raw-data/vk-bot-desktop-issue-51.json\ndocs/case-studies/issue-52/raw-data/vk-bot-desktop-pr-52.json\n---\n=== issue-11/README.md ===\n# Case Study: Issue #11 - Apply Best Practices from Other Repositories\n\n## Summary\n\nThis case study analyzes best practices discovered in several link-foundation repositories and applies them to the `rust-ai-driven-development-pipeline-template`. The goal is to improve the Rust CI/CD pipeline by incorporating lessons learned from real-world issues.\n\n## Referenced Pull Requests\n\n| Repository | PR | Title | Key Fix |\n|------------|-----|-------|---------|\n| [link-foundation/start](https://github.com/link-foundation/start) | [#58](https://github.com/link-foundation/start/pull/58) | fix: Use 'close' event instead of 'exit' for reliable stdout capture | CI/CD changelog check bug fix |\n| [link-foundation/lino-env](https://github.com/link-foundation/lino-env) | [#27](https://github.com/link-foundation/lino-env/pull/27) | fix(rust): remove deprecated set-output GitHub Actions command | Removed deprecated `::set-output` |\n| [link-foundation/lino-env](https://github.com/link-foundation/lino-env) | [#25](https://github.com/link-foundation/lino-env/pull/25) | fix(rust): fix manual release workflow_dispatch not running | Fixed job skipping issue |\n| [link-foundation/lino-env](https://github.com/link-foundation/lino-env) | [#23](https://github.com/link-foundation/lino-env/pull/23) | feat: add crates.io publishing support to Rust CI/CD workflow | Added crates.io publishing |\n\n## Best Practices Identified\n\n### 1. Remove Deprecated `set-output` Command (PR #27)\n\n**Problem**: The `::set-output` command was deprecated by GitHub in October 2022 and will eventually be disabled.\n\n**Root Cause**: The `setOutput()` function in version-and-commit.mjs was using both:\n1. The new `GITHUB_OUTPUT` environment file approach (correct)\n2. The deprecated `::set-output` stdout command (causes warnings)\n\n**Solution**: Remove the deprecated `console.log(`::set-output...`)` line and replace with a plain log for visibility.\n\n**References**:\n- [GitHub Changelog: Deprecating save-state and set-output commands](https://github.blog/changelog/2022-10-11-github-actions-deprecating-save-state-and-set-output-commands/)\n- [GitHub Actions Update on save-state and set-output commands](https://github.blog/changelog/2023-07-24-github-actions-update-on-save-state-and-set-output-commands/)\n\n### 2. Enforce Changelog Fragment Requirement (PR #27, #58)\n\n**Problem**: The changelog fragment check only produced a warning (`::warning::` with `exit 0`) when source code changed without a changelog entry, allowing PRs to pass without proper documentation.\n\n**Root Cause**: Using `exit 0` (success) instead of `exit 1` (failure) in the changelog check.\n\n**Solution**: Change `::warning::` to `::error::` and `exit 0` to `exit 1` to properly fail CI when changelog fragments are missing.\n\n### 3. Fix workflow_dispatch Job Skipping (PR #25)\n\n**Problem**: When triggering the workflow via `workflow_dispatch`, the `detect-changes` job is intentionally skipped. However, jobs with `needs: [detect-changes]` are also skipped due to GitHub Actions' default behavior.\n\n**Root Cause**: When a job dependency is skipped, the dependent job is also skipped - even if its own `if` condition would evaluate to true. This is documented in [GitHub Actions Runner Issue #491](https://github.com/actions/runner/issues/491).\n\n**Solution**: Add `always() && !cancelled()` to job conditions to ensure they run properly when dependencies are skipped, plus explicit checks for `needs.job.result == 'success'`.\n\n**References**:\n- [GitHub Actions Runner Issue #491](https://github.com/actions/runner/issues/491)\n- [GitHub Actions Runner Issue #2205](https://github.com/actions/runner/issues/2205)\n- [GitHub Community Discussion #45058](https://github.com/orgs/community/discussions/45058)\n\n### 4. Add Release Mode Options (PR #25)\n\n**Problem**: The Rust workflow only had one release mode (instant), while the JavaScript workflow had both \"instant\" and \"changelog-pr\" modes.\n\n**Solution**: Add `release_mode` workflow input with options:\n- `instant` (default): Direct release that goes through lint/test/build verification\n- `changelog-pr`: Creates a pull request with a changelog fragment for review\n\n### 5. Add crates.io Publishing Support (PR #23)\n\n**Problem**: The Rust workflow only created GitHub releases but didn't publish to crates.io.\n\n**Solution**: Add crates.io publishing step with:\n- `CARGO_TOKEN` secret environment variable for authentication\n- \"Publish to Crates.io\" step in both `auto-release` and `manual-release` jobs\n- Graceful handling of \"already exists\" case to avoid failing when version already published\n\n**Note on Trusted Publishing**: crates.io now supports [Trusted Publishing](https://crates.io/docs/trusted-publishing) which uses OIDC for secure, tokenless publishing. This is the recommended approach for new setups but requires `rust-lang/crates-io-auth-action@v1`.\n\n### 6. Update Release Script for Better Flexibility (PR #23)\n\n**Problem**: The `create-github-release.mjs` script had hardcoded tag prefix and didn't support crates.io links.\n\n**Solution**: Add options to the script:\n- `--tag-prefix`: Support different tag formats (e.g., \"v\" or \"rust-v\")\n- `--crates-io-url`: Include crates.io link in release notes\n\n## Timeline of Events\n\n### October 11, 2022\nGitHub announces deprecation of `set-output` and `save-state` commands.\n\n### May 31, 2023\nOriginally planned disablement date for deprecated commands.\n\n### July 24, 2023\nGitHub postpones removal due to significant usage still observed.\n\n### January 2026\nIssues identified in link-foundation repositories:\n- Issue #26 (lino-env): CI/CD deprecation warnings\n- Issue #24 (lino-env): Manual release not working\n- Issue #22 (lino-env): Add crates.io publishing\n- Issue #57 (start): macOS stdout capture issue (led to discovering changelog check bug)\n\n### January 2026 (PRs Merged)\n- PR #23: crates.io publishing support\n- PR #25: workflow_dispatch fix\n- PR #27: set-output deprecation fix\n- PR #58: macOS stdout capture fix + changelog check enforcement\n\n## Files in This Case Study\n\n- [README.md](./README.md) - This overview document\n- [analysis-set-output.md](./analysis-set-output.md) - Detailed analysis of set-output deprecation\n- [analysis-workflow-dispatch.md](./analysis-workflow-dispatch.md) - Detailed analysis of job skipping issue\n- [analysis-crates-io.md](./analysis-crates-io.md) - Detailed analysis of crates.io publishing\n- [online-research.md](./online-research.md) - Online research findings\n\n## Changes Applied to This Template\n\nBased on the analysis, the following changes were applied to this repository:\n\n1. **scripts/version-and-commit.mjs**: Removed deprecated `::set-output` command\n2. **.github/workflows/release.yml**:\n - Changed changelog check from warning to error (`exit 1`)\n - Added `always() && !cancelled()` to job conditions\n - Added `release_mode` input with \"instant\" and \"changelog-pr\" options\n - Added crates.io publishing steps\n - Added `CARGO_TOKEN` environment variable\n3. **scripts/create-github-release.mjs**: Added `--tag-prefix` and `--crates-io-url` options\n\n## Key Takeaways\n\n1. **Test failure paths**: CI checks should be tested to ensure they actually fail when they should\n2. **Use consistent approaches**: Apply the same patterns across all workflows (JS and Rust)\n3. **Verify CI annotations**: Using `::warning::` instead of `::error::` is a hint that the check might not be enforced\n4. **Understand GitHub Actions behavior**: The `needs` dependency behavior with skipped jobs is subtle and well-documented\n5. **Use `always()` carefully**: Combine with `!cancelled()` and explicit result checks for safety\n6. **Stay current with deprecations**: Regularly check for deprecated GitHub Actions commands\n\n## References\n\n### GitHub Documentation\n- [Workflow syntax for GitHub Actions](https://docs.github.com/actions/using-workflows/workflow-syntax-for-github-actions)\n- [Using jobs in a workflow](https://docs.github.com/actions/using-jobs/using-jobs-in-a-workflow)\n- [Using conditions to control job execution](https://docs.github.com/en/actions/using-jobs/using-conditions-to-control-job-execution)\n\n### GitHub Changelog\n- [Deprecating save-state and set-output commands](https://github.blog/changelog/2022-10-11-github-actions-deprecating-save-state-and-set-output-commands/)\n- [Update on save-state and set-output commands](https://github.blog/changelog/2023-07-24-github-actions-update-on-save-state-and-set-output-commands/)\n\n### GitHub Issues\n- [Runner Issue #491: Job-level \"if\" condition not evaluated correctly](https://github.com/actions/runner/issues/491)\n- [Runner Issue #2205: Jobs skipped when NEEDS job ran successfully](https://github.com/actions/runner/issues/2205)\n\n### crates.io\n- [Trusted Publishing Documentation](https://crates.io/docs/trusted-publishing)\n- [RFC #3691: Trusted Publishing for crates.io](https://rust-lang.github.io/rfcs/3691-trusted-publishing-cratesio.html)", | |
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The goal is to improve the Rust CI/CD pipeline by incorporating lessons learned from real-world issues.\n\n## Referenced Pull Requests\n\n| Repository | PR | Title | Key Fix |\n|------------|-----|-------|---------|\n| [link-foundation/start](https://github.com/link-foundation/start) | [#58](https://github.com/link-foundation/start/pull/58) | fix: Use 'close' event instead of 'exit' for reliable stdout capture | CI/CD changelog check bug fix |\n| [link-foundation/lino-env](https://github.com/link-foundation/lino-env) | [#27](https://github.com/link-foundation/lino-env/pull/27) | fix(rust): remove deprecated set-output GitHub Actions command | Removed deprecated `::set-output` |\n| [link-foundation/lino-env](https://github.com/link-foundation/lino-env) | [#25](https://github.com/link-foundation/lino-env/pull/25) | fix(rust): fix manual release workflow_dispatch not running | Fixed job skipping issue |\n| [link-foundation/lino-env](https://github.com/link-foundation/lino-env) | [#23](https://github.com/link-foundation/lino-env/pull/23) | feat: add crates.io publishing support to Rust CI/CD workflow | Added crates.io publishing |\n\n## Best Practices Identified\n\n### 1. Remove Deprecated `set-output` Command (PR #27)\n\n**Problem**: The `::set-output` command was deprecated by GitHub in October 2022 and will eventually be disabled.\n\n**Root Cause**: The `setOutput()` function in version-and-commit.mjs was using both:\n1. The new `GITHUB_OUTPUT` environment file approach (correct)\n2. The deprecated `::set-output` stdout command (causes warnings)\n\n**Solution**: Remove the deprecated `console.log(`::set-output...`)` line and replace with a plain log for visibility.\n\n**References**:\n- [GitHub Changelog: Deprecating save-state and set-output commands](https://github.blog/changelog/2022-10-11-github-actions-deprecating-save-state-and-set-output-commands/)\n- [GitHub Actions Update on save-state and set-output commands](https://github.blog/changelog/2023-07-24-github-actions-update-on-save-state-and-set-output-commands/)\n\n### 2. Enforce Changelog Fragment Requirement (PR #27, #58)\n\n**Problem**: The changelog fragment check only produced a warning (`::warning::` with `exit 0`) when source code changed without a changelog entry, allowing PRs to pass without proper documentation.\n\n**Root Cause**: Using `exit 0` (success) instead of `exit 1` (failure) in the changelog check.\n\n**Solution**: Change `::warning::` to `::error::` and `exit 0` to `exit 1` to properly fail CI when changelog fragments are missing.\n\n### 3. Fix workflow_dispatch Job Skipping (PR #25)\n\n**Problem**: When triggering the workflow via `workflow_dispatch`, the `detect-changes` job is intentionally skipped. However, jobs with `needs: [detect-changes]` are also skipped due to GitHub Actions' default behavior.\n\n**Root Cause**: When a job dependency is skipped, the dependent job is also skipped - even if its own `if` condition would evaluate to true. This is documented in [GitHub Actions Runner Issue #491](https://github.com/actions/runner/issues/491).\n\n**Solution**: Add `always() && !cancelled()` to job conditions to ensure they run properly when dependencies are skipped, plus explicit checks for `needs.job.result == 'success'`.\n\n**References**:\n- [GitHub Actions Runner Issue #491](https://github.com/actions/runner/issues/491)\n- [GitHub Actions Runner Issue #2205](https://github.com/actions/runner/issues/2205)\n- [GitHub Community Discussion #45058](https://github.com/orgs/community/discussions/45058)\n\n### 4. Add Release Mode Options (PR #25)\n\n**Problem**: The Rust workflow only had one release mode (instant), while the JavaScript workflow had both \"instant\" and \"changelog-pr\" modes.\n\n**Solution**: Add `release_mode` workflow input with options:\n- `instant` (default): Direct release that goes through lint/test/build verification\n- `changelog-pr`: Creates a pull request with a changelog fragment for review\n\n### 5. Add crates.io Publishing Support (PR #23)\n\n**Problem**: The Rust workflow only created GitHub releases but didn't publish to crates.io.\n\n**Solution**: Add crates.io publishing step with:\n- `CARGO_TOKEN` secret environment variable for authentication\n- \"Publish to Crates.io\" step in both `auto-release` and `manual-release` jobs\n- Graceful handling of \"already exists\" case to avoid failing when version already published\n\n**Note on Trusted Publishing**: crates.io now supports [Trusted Publishing](https://crates.io/docs/trusted-publishing) which uses OIDC for secure, tokenless publishing. This is the recommended approach for new setups but requires `rust-lang/crates-io-auth-action@v1`.\n\n### 6. Update Release Script for Better Flexibility (PR #23)\n\n**Problem**: The `create-github-release.mjs` script had hardcoded tag prefix and didn't support crates.io links.\n\n**Solution**: Add options to the script:\n- `--tag-prefix`: Support different tag formats (e.g., \"v\" or \"rust-v\")\n- `--crates-io-url`: Include crates.io link in release notes\n\n## Timeline of Events\n\n### October 11, 2022\nGitHub announces deprecation of `set-output` and `save-state` commands.\n\n### May 31, 2023\nOriginally planned disablement date for deprecated commands.\n\n### July 24, 2023\nGitHub postpones removal due to significant usage still observed.\n\n### January 2026\nIssues identified in link-foundation repositories:\n- Issue #26 (lino-env): CI/CD deprecation warnings\n- Issue #24 (lino-env): Manual release not working\n- Issue #22 (lino-env): Add crates.io publishing\n- Issue #57 (start): macOS stdout capture issue (led to discovering changelog check bug)\n\n### January 2026 (PRs Merged)\n- PR #23: crates.io publishing support\n- PR #25: workflow_dispatch fix\n- PR #27: set-output deprecation fix\n- PR #58: macOS stdout capture fix + changelog check enforcement\n\n## Files in This Case Study\n\n- [README.md](./README.md) - This overview document\n- [analysis-set-output.md](./analysis-set-output.md) - Detailed analysis of set-output deprecation\n- [analysis-workflow-dispatch.md](./analysis-workflow-dispatch.md) - Detailed analysis of job skipping issue\n- [analysis-crates-io.md](./analysis-crates-io.md) - Detailed analysis of crates.io publishing\n- [online-research.md](./online-research.md) - Online research findings\n\n## Changes Applied to This Template\n\nBased on the analysis, the following changes were applied to this repository:\n\n1. **scripts/version-and-commit.mjs**: Removed deprecated `::set-output` command\n2. **.github/workflows/release.yml**:\n - Changed changelog check from warning to error (`exit 1`)\n - Added `always() && !cancelled()` to job conditions\n - Added `release_mode` input with \"instant\" and \"changelog-pr\" options\n - Added crates.io publishing steps\n - Added `CARGO_TOKEN` environment variable\n3. **scripts/create-github-release.mjs**: Added `--tag-prefix` and `--crates-io-url` options\n\n## Key Takeaways\n\n1. **Test failure paths**: CI checks should be tested to ensure they actually fail when they should\n2. **Use consistent approaches**: Apply the same patterns across all workflows (JS and Rust)\n3. **Verify CI annotations**: Using `::warning::` instead of `::error::` is a hint that the check might not be enforced\n4. **Understand GitHub Actions behavior**: The `needs` dependency behavior with skipped jobs is subtle and well-documented\n5. **Use `always()` carefully**: Combine with `!cancelled()` and explicit result checks for safety\n6. **Stay current with deprecations**: Regularly check for deprecated GitHub Actions commands\n\n## References\n\n### GitHub Documentation\n- [Workflow syntax for GitHub Actions](https://docs.github.com/actions/using-workflows/workflow-syntax-for-github-actions)\n- [Using jobs in a workflow](https://docs.github.com/actions/using-jobs/using-jobs-in-a-workflow)\n- [Using conditions to control job execution](https://docs.github.com/en/actions/using-jobs/using-conditions-to-control-job-execution)\n\n### GitHub Changelog\n- [Deprecating save-state and set-output commands](https://github.blog/changelog/2022-10-11-github-actions-deprecating-save-state-and-set-output-commands/)\n- [Update on save-state and set-output commands](https://github.blog/changelog/2023-07-24-github-actions-update-on-save-state-and-set-output-commands/)\n\n### GitHub Issues\n- [Runner Issue #491: Job-level \"if\" condition not evaluated correctly](https://github.com/actions/runner/issues/491)\n- [Runner Issue #2205: Jobs skipped when NEEDS job ran successfully](https://github.com/actions/runner/issues/2205)\n\n### crates.io\n- [Trusted Publishing Documentation](https://crates.io/docs/trusted-publishing)\n- [RFC #3691: Trusted Publishing for crates.io](https://rust-lang.github.io/rfcs/3691-trusted-publishing-cratesio.html)", | |
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| [2026-06-05T22:44:17.762Z] [INFO] "content": "=== issue-25/README.md ===\n# Case Study: Issue #25 - version-and-commit.rs Checks Git Tags Instead of Crates.io\n\n## Summary\n\nThe `version-and-commit.rs` script used `git rev-parse` to check if a version tag existed, then exited early with `already_released=true` if it did. This created a permanent release pipeline failure loop when GitHub releases created tags without the crate being published to crates.io.\n\n## Timeline of Events\n\n| Date | Event | Detail |\n|------|-------|--------|\n| Prior | browser-commander releases | GitHub releases v0.1.1 through v0.8.0 created tags, but crates.io publishing failed for some |\n| Prior | browser-commander#47 | Pipeline stuck at v0.4.0 on crates.io, GitHub had releases up to v0.8.0 |\n| 2026-01-17 | Issue #29 (browser-commander) | First discovery of git tag vs crates.io divergence |\n| 2026-01-17 | check-release-needed.rs fix | Script was updated to check crates.io API instead of git tags |\n| 2026-04-13 | Issue #25 (this template) | Bug reported: version-and-commit.rs still uses git tags |\n\n## Root Cause Analysis\n\n### The Bug\n\nIn `version-and-commit.rs` (lines 152-154), the `check_tag_exists()` function used:\n\n```rust\nfn check_tag_exists(version: &str) -> bool {\n exec_check(\"git\", &[\"rev-parse\", &format!(\"v{}\", version)])\n}\n```\n\nThis checked for git tags as a proxy for \"already released\", but git tags are not the correct source of truth for Rust package publication.\n\n### Why Git Tags Are Unreliable\n\n1. **GitHub releases create tags** - Creating a GitHub release via the UI or API automatically creates a git tag, even if `cargo publish` was never called\n2. **Failed publishes** - If `cargo publish` fails (auth issues, network errors), the tag may already exist from a prior step\n3. **Manual tag creation** - Developers or automation can create tags without publishing\n4. **Tag prefix mismatches** - Multi-language repos may use different tag prefixes (e.g., `rust_v1.0.0` vs `v1.0.0`)\n\n### The Failure Loop\n\n```\n1. version-and-commit.rs bumps version 0.4.0 → 0.4.1\n2. Checks tag v0.4.1 → EXISTS (from a prior GitHub-only release)\n3. Exits early WITHOUT updating Cargo.toml\n4. cargo publish tries 0.4.0 → \"already exists\" on crates.io\n5. Pipeline is permanently stuck — every run hits the same tag check\n```\n\n### Why check-release-needed.rs Was Already Correct\n\nThe `check-release-needed.rs` script (added during issue #21 investigation) already used the correct approach — querying the crates.io API:\n\n```rust\nfn check_version_on_crates_io(crate_name: &str, version: &str) -> bool {\n let url = format!(\"https://crates.io/api/v1/crates/{}/{}\", crate_name, version);\n // HTTP 200 = published, 404 = not published\n}\n```\n\nThe inconsistency arose because `version-and-commit.rs` was not updated at the same time.\n\n## Solution\n\n### Changes Made\n\n1. **Replaced `check_tag_exists()` with `check_version_on_crates_io()`** in `version-and-commit.rs`\n - Added `ureq`, `serde`, and `serde_json` dependencies\n - Added `get_crate_name()` helper to read crate name from Cargo.toml\n - Queries `https://crates.io/api/v1/crates/{crate_name}/{version}` API endpoint\n - Returns `true` only if crates.io confirms the version exists\n\n2. **Added `--tag-prefix` support** to `version-and-commit.rs`\n - Configurable tag prefix (default `\"v\"`) for multi-language repos\n - Aligns with `create-github-release.rs` which already supports `--tag-prefix`\n\n3. **Added test script** (`experiments/test-crates-io-check.rs`)\n - Validates the crates.io API check against known published and unpublished versions\n\n### Design Decisions\n\n- **On error, assume not published** - If the crates.io API is unreachable, the script assumes the version is not yet published. This is safer than incorrectly skipping a release.\n- **Consistent with check-release-needed.rs** - Both scripts now use the same approach, reducing confusion and maintenance burden.\n\n## Lessons Learned\n\n1. **Use the authoritative source of truth** - For Rust packages, crates.io is the source of truth, not git tags\n2. **Keep related scripts consistent** - When fixing a pattern in one script, audit all scripts for the same anti-pattern\n3. **Test with real API calls** - The experiment script validates the fix against actual crates.io data\n4. **Multi-language repos need tag prefixes** - Hard-coded `v` prefix breaks in monorepos with multiple languages\n\n## Related Issues\n\n- [browser-commander#47](https://github.com/link-foundation/browser-commander/issues/47) - Original discovery of the stuck pipeline\n- [browser-commander#29](https://github.com/link-foundation/browser-commander/issues/29) - First fix for git tag vs crates.io check\n- [Issue #21](../issue-21/) - Previous case study covering the same category of CI/CD issues\n\n=== issue-52/README.md (first 120 lines) ===\n# Case Study: Issue #52 - Track Parity for browser-commander Preview-Regeneration Pattern\n\n## Summary\n\nIssue [#52](https://github.com/link-foundation/rust-ai-driven-development-pipeline-template/issues/52) is a **tracking placeholder**, not a code change. The primary host for the pattern is [`link-foundation/js-ai-driven-development-pipeline-template#62`](https://github.com/link-foundation/js-ai-driven-development-pipeline-template/issues/62). The original real-world implementation lives in [`konard/vk-bot-desktop#52`](https://github.com/konard/vk-bot-desktop/pull/52), which closed [`konard/vk-bot-desktop#51`](https://github.com/konard/vk-bot-desktop/issues/51).\n\nThe pattern automates preview-image regeneration (README screenshots, the Pages site, and the `og:image`) at release time using [`browser-commander`](https://www.npmjs.com/package/browser-commander) and Playwright, then commits the drift back to `main` with `[skip ci]`. This Rust template currently ships no example-app surface that would render those screenshots, so the pattern cannot be applied here today. This case study captures the recipe so that the **next** PR that adds an example-app surface (a renderer, a Pages site with screenshots, or anything visual) can adopt the recipe verbatim instead of re-discovering it.\n\n## Why this is a tracking issue, not an implementation\n\nThe upstream survey ([`docs/case-studies/issue-51/data/templates/survey.md`](https://github.com/konard/vk-bot-desktop/blob/issue-51-60ec0489f01f/docs/case-studies/issue-51/data/templates/survey.md) in `vk-bot-desktop`) confirmed that none of the four `link-foundation` AI-driven-development-pipeline-template repos ship browser automation or screenshot tooling. For this Rust template specifically:\n\n- There is no example-app frontend surface in `src/`, `examples/`, or `docs/`.\n- The Pages site deployed by `deploy-docs` is `cargo doc` output, which is not screenshot-driven.\n- The `og:image` referenced from `README.md` is a static image, not a generated artifact.\n- The `scripts/` directory is Rust-script-based (`rust-script`), with no Node.js toolchain wired in.\n\nBecause there is nothing to screenshot, adding a `preview-regen` job today would either run against an empty surface or hard-code fake fixtures. Either choice would drift from the upstream recipe rather than mirror it. The right move is to **register the pattern** so the next contributor adding visual surface picks it up without redoing the audit.\n\n## The pattern in one paragraph\n\nA release-time GitHub Actions job boots the example app's built site behind a static HTTP server (no Electron, no devserver), drives it through a locale × theme matrix using `browser.newContext({ locale })` + `commander.emulateMedia({ colorScheme })` + a `localStorage` theme key, captures fresh screenshots via `commander.page.screenshot()` (because `browser-commander@0.8` exposes the raw Playwright page; the package has no native screenshot method as of 0.10.1), then uses `git status --porcelain` drift detection and `git commit -m \"... [skip ci]\"` to push the drift back to `main`. `PREVIEW_VERBOSE=1` dumps DOM probes (`data-theme`, `lang`, `h1` contents) so CI failures are diagnosable from logs alone.\n\n## Reference implementation\n\nThe canonical implementation to mirror (do not re-derive):\n\n- Script: [`scripts/update-preview-images.mjs`](https://github.com/konard/vk-bot-desktop/blob/issue-51-60ec0489f01f/scripts/update-preview-images.mjs) in `vk-bot-desktop`.\n- Workflow job: the [`preview-regen` job](https://github.com/konard/vk-bot-desktop/blob/issue-51-60ec0489f01f/.github/workflows/js.yml#L657) in `.github/workflows/js.yml`.\n- Triggers: push to `main`, release tag pushes, and `workflow_dispatch`.\n\nFor this Rust template the screenshot script does **not** need to be Rust-native. The `scripts/` directory can shell out to a Node-only script identical to the JavaScript one. Keeping the script in Node sidesteps re-implementing Playwright bindings in Rust and matches the rest of the `link-foundation` ecosystem.\n\n## Activation checklist (apply when an example-app surface lands)\n\nWhen a future PR adds a visual surface to this template, follow this checklist in order. Each item maps directly to a building block in the upstream recipe.\n\n1. **Identify the screenshot target.** Decide whether the screenshot source is the example app's built site (preferred), a static Pages site, or a headless renderer. The site must be servable over plain HTTP.\n2. **Add a Node-only screenshot script.** Copy [`scripts/update-preview-images.mjs`](https://github.com/konard/vk-bot-desktop/blob/issue-51-60ec0489f01f/scripts/update-preview-images.mjs) verbatim, adjust the input/output paths, and keep it in `scripts/` next to the Rust scripts. Do not port it to Rust.\n3. **Pin `browser-commander` and Playwright.** Match the pin already used by sibling repos. As of the reference implementation, `browser-commander` is on `0.8` and exposes the raw Playwright page via `commander.page` — so screenshots go through `commander.page.screenshot()`, not a wrapper.\n4. **Add a `preview-regen` job to `.github/workflows/release.yml`** (or a new `example-app.yml` if/when the Rust template grows one). The job runs on push to `main`, on release tag pushes, and on `workflow_dispatch`.\n5. **Drive the locale × theme matrix from the workflow.** Use `browser.newContext({ locale })` for locale and `commander.emulateMedia({ colorScheme })` + `localStorage` for theme. Do not toggle theme through a UI segmented control — emulation is deterministic, UI toggling is not.\n6. **Serve, do not devserver.** Spin up a static HTTP server over the built site (`npx serve` or equivalent) inside the job. Avoid devservers and avoid Electron, which the upstream recipe explicitly sidesteps.\n7. **Drift detection + push-back.** Use `git status --porcelain` to detect changed bytes. When changes exist, `git add`, `git commit -m \"chore(preview): regenerate preview images [skip ci]\"`, and `git push`. The `[skip ci]` token is what keeps the loop from re-triggering itself.\n8. **Diagnostic verbosity.** Wire a `PREVIEW_VERBOSE=1` env flag through the script that dumps `data-theme`, `lang`, and visible `h1` contents at capture time. Without this, CI failures in headless mode are nearly undebuggable from logs alone.\n9. **Concurrency guard.** Add `concurrency: { group: preview-regen-${{ github.ref }}, cancel-in-progress: false }` to the job so back-to-back pushes don't race each other on the `[skip ci]` commit.\n10. **Backfill a changelog fragment.** Use `bump: minor` because the new job is a feature, not a fix. Reference this case study from the fragment so the connection to issue #52 survives the changelog collection step.\n\n## Why each building block matters\n\n- **Static HTTP server, not Electron or devserver.** The upstream `vk-bot-desktop` recipe is intentionally renderer-only at screenshot time. This keeps the job runnable on a vanilla `ubuntu-latest` runner without GPU, display server, or Electron build artifacts.\n- **`browser.newContext({ locale })` for locale.** Driving locale through the browser context is deterministic, parallelizable across contexts, and does not depend on the app exposing a locale switcher. Switching locale via in-UI controls forces serial state and adds a class of \"wrong locale was captured\" bugs.\n- **`emulateMedia({ colorScheme })` + `localStorage` for theme.** `emulateMedia` covers system-driven theme detection. `localStorage` covers apps that persist explicit user choice. Both together cover the matrix of apps that use either signal or both.\n- **`commander.page.screenshot()`, not a wrapper.** `browser-commander@0.8` (and through `0.10.1`) does not expose a screenshot method on the commander itself — only on the raw Playwright page. Calling `commander.page.screenshot()` is the documented escape hatch; future versions may add a wrapper, but this one is stable today.\n- **`[skip ci]` on the drift commit.** Without `[skip ci]`, the drift commit re-triggers the workflow, which captures the same (now stable) screenshots, finds no drift, and exits. That is non-fatal but wastes a runner. With `[skip ci]`, the loop is self-terminating.\n- **`PREVIEW_VERBOSE=1` DOM probes.** Headless Playwright failures often surface as \"screenshot looks wrong\" with no log signal. Dumping `data-theme`, `lang`, and `h1` contents at capture time turns those failures into single-glance diagnosis: \"wrong theme was applied\", \"locale didn't load\", \"page didn't render\".\n\n## Parity with sibling templates\n\nThe same tracking issue exists for the C# template ([`csharp-ai-driven-development-pipeline-template#17`](https://github.com/link-foundation/csharp-ai-driven-development-pipeline-template/issues/17)) and the Python template ([`python-ai-driven-development-pipeline-template#9`](https://github.com/link-foundation/python-ai-driven-development-pipeline-template/issues/9)). All four templates (JS, Rust, C#, Python) are expected to converge on the same `preview-regen` job shape, so when one of them ships the first real implementation the other three should mirror it.\n\nWhen this template adopts the pattern, also:\n\n1. Comment on the upstream JS issue ([#62](https://github.com/link-foundation/js-ai-driven-development-pipeline-template/issues/62)) linking the implementation PR here.\n2. Cross-link the sibling C# and Python tracking issues.\n3. Update this case study from \"tracking\" to \"implemented\", adding before/after CI run links and a link to the implementation PR.\n\n## Collected Data\n\nRaw GitHub data is stored in `raw-data/`:\n\n- `issue-52.json` — the tracking issue at the time of registration.\n- `issue-52-comments.json` — issue comments at the time of registration (empty until the implementation PR lands).\n- `js-issue-62.json` — the primary upstream tracking issue on the JS template.\n- `vk-bot-desktop-issue-51.json` — the original problem statement that prompted the recipe.\n- `vk-bot-desktop-pr-52.json` — the reference implementation PR.\n\n## Status\n\n**Tracking — no implementation in this template yet.** The pattern is registered here and ready to be applied as soon as an example-app surface lands. The pull request that registers this case study makes documentation-only changes and does not modify any workflow, script, or runtime code.", | |
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| [2026-06-05T22:44:17.762Z] [INFO] "stdout": "=== issue-25/README.md ===\n# Case Study: Issue #25 - version-and-commit.rs Checks Git Tags Instead of Crates.io\n\n## Summary\n\nThe `version-and-commit.rs` script used `git rev-parse` to check if a version tag existed, then exited early with `already_released=true` if it did. This created a permanent release pipeline failure loop when GitHub releases created tags without the crate being published to crates.io.\n\n## Timeline of Events\n\n| Date | Event | Detail |\n|------|-------|--------|\n| Prior | browser-commander releases | GitHub releases v0.1.1 through v0.8.0 created tags, but crates.io publishing failed for some |\n| Prior | browser-commander#47 | Pipeline stuck at v0.4.0 on crates.io, GitHub had releases up to v0.8.0 |\n| 2026-01-17 | Issue #29 (browser-commander) | First discovery of git tag vs crates.io divergence |\n| 2026-01-17 | check-release-needed.rs fix | Script was updated to check crates.io API instead of git tags |\n| 2026-04-13 | Issue #25 (this template) | Bug reported: version-and-commit.rs still uses git tags |\n\n## Root Cause Analysis\n\n### The Bug\n\nIn `version-and-commit.rs` (lines 152-154), the `check_tag_exists()` function used:\n\n```rust\nfn check_tag_exists(version: &str) -> bool {\n exec_check(\"git\", &[\"rev-parse\", &format!(\"v{}\", version)])\n}\n```\n\nThis checked for git tags as a proxy for \"already released\", but git tags are not the correct source of truth for Rust package publication.\n\n### Why Git Tags Are Unreliable\n\n1. **GitHub releases create tags** - Creating a GitHub release via the UI or API automatically creates a git tag, even if `cargo publish` was never called\n2. **Failed publishes** - If `cargo publish` fails (auth issues, network errors), the tag may already exist from a prior step\n3. **Manual tag creation** - Developers or automation can create tags without publishing\n4. **Tag prefix mismatches** - Multi-language repos may use different tag prefixes (e.g., `rust_v1.0.0` vs `v1.0.0`)\n\n### The Failure Loop\n\n```\n1. version-and-commit.rs bumps version 0.4.0 → 0.4.1\n2. Checks tag v0.4.1 → EXISTS (from a prior GitHub-only release)\n3. Exits early WITHOUT updating Cargo.toml\n4. cargo publish tries 0.4.0 → \"already exists\" on crates.io\n5. Pipeline is permanently stuck — every run hits the same tag check\n```\n\n### Why check-release-needed.rs Was Already Correct\n\nThe `check-release-needed.rs` script (added during issue #21 investigation) already used the correct approach — querying the crates.io API:\n\n```rust\nfn check_version_on_crates_io(crate_name: &str, version: &str) -> bool {\n let url = format!(\"https://crates.io/api/v1/crates/{}/{}\", crate_name, version);\n // HTTP 200 = published, 404 = not published\n}\n```\n\nThe inconsistency arose because `version-and-commit.rs` was not updated at the same time.\n\n## Solution\n\n### Changes Made\n\n1. **Replaced `check_tag_exists()` with `check_version_on_crates_io()`** in `version-and-commit.rs`\n - Added `ureq`, `serde`, and `serde_json` dependencies\n - Added `get_crate_name()` helper to read crate name from Cargo.toml\n - Queries `https://crates.io/api/v1/crates/{crate_name}/{version}` API endpoint\n - Returns `true` only if crates.io confirms the version exists\n\n2. **Added `--tag-prefix` support** to `version-and-commit.rs`\n - Configurable tag prefix (default `\"v\"`) for multi-language repos\n - Aligns with `create-github-release.rs` which already supports `--tag-prefix`\n\n3. **Added test script** (`experiments/test-crates-io-check.rs`)\n - Validates the crates.io API check against known published and unpublished versions\n\n### Design Decisions\n\n- **On error, assume not published** - If the crates.io API is unreachable, the script assumes the version is not yet published. This is safer than incorrectly skipping a release.\n- **Consistent with check-release-needed.rs** - Both scripts now use the same approach, reducing confusion and maintenance burden.\n\n## Lessons Learned\n\n1. **Use the authoritative source of truth** - For Rust packages, crates.io is the source of truth, not git tags\n2. **Keep related scripts consistent** - When fixing a pattern in one script, audit all scripts for the same anti-pattern\n3. **Test with real API calls** - The experiment script validates the fix against actual crates.io data\n4. **Multi-language repos need tag prefixes** - Hard-coded `v` prefix breaks in monorepos with multiple languages\n\n## Related Issues\n\n- [browser-commander#47](https://github.com/link-foundation/browser-commander/issues/47) - Original discovery of the stuck pipeline\n- [browser-commander#29](https://github.com/link-foundation/browser-commander/issues/29) - First fix for git tag vs crates.io check\n- [Issue #21](../issue-21/) - Previous case study covering the same category of CI/CD issues\n\n=== issue-52/README.md (first 120 lines) ===\n# Case Study: Issue #52 - Track Parity for browser-commander Preview-Regeneration Pattern\n\n## Summary\n\nIssue [#52](https://github.com/link-foundation/rust-ai-driven-development-pipeline-template/issues/52) is a **tracking placeholder**, not a code change. The primary host for the pattern is [`link-foundation/js-ai-driven-development-pipeline-template#62`](https://github.com/link-foundation/js-ai-driven-development-pipeline-template/issues/62). The original real-world implementation lives in [`konard/vk-bot-desktop#52`](https://github.com/konard/vk-bot-desktop/pull/52), which closed [`konard/vk-bot-desktop#51`](https://github.com/konard/vk-bot-desktop/issues/51).\n\nThe pattern automates preview-image regeneration (README screenshots, the Pages site, and the `og:image`) at release time using [`browser-commander`](https://www.npmjs.com/package/browser-commander) and Playwright, then commits the drift back to `main` with `[skip ci]`. This Rust template currently ships no example-app surface that would render those screenshots, so the pattern cannot be applied here today. This case study captures the recipe so that the **next** PR that adds an example-app surface (a renderer, a Pages site with screenshots, or anything visual) can adopt the recipe verbatim instead of re-discovering it.\n\n## Why this is a tracking issue, not an implementation\n\nThe upstream survey ([`docs/case-studies/issue-51/data/templates/survey.md`](https://github.com/konard/vk-bot-desktop/blob/issue-51-60ec0489f01f/docs/case-studies/issue-51/data/templates/survey.md) in `vk-bot-desktop`) confirmed that none of the four `link-foundation` AI-driven-development-pipeline-template repos ship browser automation or screenshot tooling. For this Rust template specifically:\n\n- There is no example-app frontend surface in `src/`, `examples/`, or `docs/`.\n- The Pages site deployed by `deploy-docs` is `cargo doc` output, which is not screenshot-driven.\n- The `og:image` referenced from `README.md` is a static image, not a generated artifact.\n- The `scripts/` directory is Rust-script-based (`rust-script`), with no Node.js toolchain wired in.\n\nBecause there is nothing to screenshot, adding a `preview-regen` job today would either run against an empty surface or hard-code fake fixtures. Either choice would drift from the upstream recipe rather than mirror it. The right move is to **register the pattern** so the next contributor adding visual surface picks it up without redoing the audit.\n\n## The pattern in one paragraph\n\nA release-time GitHub Actions job boots the example app's built site behind a static HTTP server (no Electron, no devserver), drives it through a locale × theme matrix using `browser.newContext({ locale })` + `commander.emulateMedia({ colorScheme })` + a `localStorage` theme key, captures fresh screenshots via `commander.page.screenshot()` (because `browser-commander@0.8` exposes the raw Playwright page; the package has no native screenshot method as of 0.10.1), then uses `git status --porcelain` drift detection and `git commit -m \"... [skip ci]\"` to push the drift back to `main`. `PREVIEW_VERBOSE=1` dumps DOM probes (`data-theme`, `lang`, `h1` contents) so CI failures are diagnosable from logs alone.\n\n## Reference implementation\n\nThe canonical implementation to mirror (do not re-derive):\n\n- Script: [`scripts/update-preview-images.mjs`](https://github.com/konard/vk-bot-desktop/blob/issue-51-60ec0489f01f/scripts/update-preview-images.mjs) in `vk-bot-desktop`.\n- Workflow job: the [`preview-regen` job](https://github.com/konard/vk-bot-desktop/blob/issue-51-60ec0489f01f/.github/workflows/js.yml#L657) in `.github/workflows/js.yml`.\n- Triggers: push to `main`, release tag pushes, and `workflow_dispatch`.\n\nFor this Rust template the screenshot script does **not** need to be Rust-native. The `scripts/` directory can shell out to a Node-only script identical to the JavaScript one. Keeping the script in Node sidesteps re-implementing Playwright bindings in Rust and matches the rest of the `link-foundation` ecosystem.\n\n## Activation checklist (apply when an example-app surface lands)\n\nWhen a future PR adds a visual surface to this template, follow this checklist in order. Each item maps directly to a building block in the upstream recipe.\n\n1. **Identify the screenshot target.** Decide whether the screenshot source is the example app's built site (preferred), a static Pages site, or a headless renderer. The site must be servable over plain HTTP.\n2. **Add a Node-only screenshot script.** Copy [`scripts/update-preview-images.mjs`](https://github.com/konard/vk-bot-desktop/blob/issue-51-60ec0489f01f/scripts/update-preview-images.mjs) verbatim, adjust the input/output paths, and keep it in `scripts/` next to the Rust scripts. Do not port it to Rust.\n3. **Pin `browser-commander` and Playwright.** Match the pin already used by sibling repos. As of the reference implementation, `browser-commander` is on `0.8` and exposes the raw Playwright page via `commander.page` — so screenshots go through `commander.page.screenshot()`, not a wrapper.\n4. **Add a `preview-regen` job to `.github/workflows/release.yml`** (or a new `example-app.yml` if/when the Rust template grows one). The job runs on push to `main`, on release tag pushes, and on `workflow_dispatch`.\n5. **Drive the locale × theme matrix from the workflow.** Use `browser.newContext({ locale })` for locale and `commander.emulateMedia({ colorScheme })` + `localStorage` for theme. Do not toggle theme through a UI segmented control — emulation is deterministic, UI toggling is not.\n6. **Serve, do not devserver.** Spin up a static HTTP server over the built site (`npx serve` or equivalent) inside the job. Avoid devservers and avoid Electron, which the upstream recipe explicitly sidesteps.\n7. **Drift detection + push-back.** Use `git status --porcelain` to detect changed bytes. When changes exist, `git add`, `git commit -m \"chore(preview): regenerate preview images [skip ci]\"`, and `git push`. The `[skip ci]` token is what keeps the loop from re-triggering itself.\n8. **Diagnostic verbosity.** Wire a `PREVIEW_VERBOSE=1` env flag through the script that dumps `data-theme`, `lang`, and visible `h1` contents at capture time. Without this, CI failures in headless mode are nearly undebuggable from logs alone.\n9. **Concurrency guard.** Add `concurrency: { group: preview-regen-${{ github.ref }}, cancel-in-progress: false }` to the job so back-to-back pushes don't race each other on the `[skip ci]` commit.\n10. **Backfill a changelog fragment.** Use `bump: minor` because the new job is a feature, not a fix. Reference this case study from the fragment so the connection to issue #52 survives the changelog collection step.\n\n## Why each building block matters\n\n- **Static HTTP server, not Electron or devserver.** The upstream `vk-bot-desktop` recipe is intentionally renderer-only at screenshot time. This keeps the job runnable on a vanilla `ubuntu-latest` runner without GPU, display server, or Electron build artifacts.\n- **`browser.newContext({ locale })` for locale.** Driving locale through the browser context is deterministic, parallelizable across contexts, and does not depend on the app exposing a locale switcher. Switching locale via in-UI controls forces serial state and adds a class of \"wrong locale was captured\" bugs.\n- **`emulateMedia({ colorScheme })` + `localStorage` for theme.** `emulateMedia` covers system-driven theme detection. `localStorage` covers apps that persist explicit user choice. Both together cover the matrix of apps that use either signal or both.\n- **`commander.page.screenshot()`, not a wrapper.** `browser-commander@0.8` (and through `0.10.1`) does not expose a screenshot method on the commander itself — only on the raw Playwright page. Calling `commander.page.screenshot()` is the documented escape hatch; future versions may add a wrapper, but this one is stable today.\n- **`[skip ci]` on the drift commit.** Without `[skip ci]`, the drift commit re-triggers the workflow, which captures the same (now stable) screenshots, finds no drift, and exits. That is non-fatal but wastes a runner. With `[skip ci]`, the loop is self-terminating.\n- **`PREVIEW_VERBOSE=1` DOM probes.** Headless Playwright failures often surface as \"screenshot looks wrong\" with no log signal. Dumping `data-theme`, `lang`, and `h1` contents at capture time turns those failures into single-glance diagnosis: \"wrong theme was applied\", \"locale didn't load\", \"page didn't render\".\n\n## Parity with sibling templates\n\nThe same tracking issue exists for the C# template ([`csharp-ai-driven-development-pipeline-template#17`](https://github.com/link-foundation/csharp-ai-driven-development-pipeline-template/issues/17)) and the Python template ([`python-ai-driven-development-pipeline-template#9`](https://github.com/link-foundation/python-ai-driven-development-pipeline-template/issues/9)). All four templates (JS, Rust, C#, Python) are expected to converge on the same `preview-regen` job shape, so when one of them ships the first real implementation the other three should mirror it.\n\nWhen this template adopts the pattern, also:\n\n1. Comment on the upstream JS issue ([#62](https://github.com/link-foundation/js-ai-driven-development-pipeline-template/issues/62)) linking the implementation PR here.\n2. Cross-link the sibling C# and Python tracking issues.\n3. Update this case study from \"tracking\" to \"implemented\", adding before/after CI run links and a link to the implementation PR.\n\n## Collected Data\n\nRaw GitHub data is stored in `raw-data/`:\n\n- `issue-52.json` — the tracking issue at the time of registration.\n- `issue-52-comments.json` — issue comments at the time of registration (empty until the implementation PR lands).\n- `js-issue-62.json` — the primary upstream tracking issue on the JS template.\n- `vk-bot-desktop-issue-51.json` — the original problem statement that prompted the recipe.\n- `vk-bot-desktop-pr-52.json` — the reference implementation PR.\n\n## Status\n\n**Tracking — no implementation in this template yet.** The pattern is registered here and ready to be applied as soon as an example-app surface lands. The pull request that registers this case study makes documentation-only changes and does not modify any workflow, script, or runtime code.", | |
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JFLwyNjvHbMwqV9UmYwOddcaqxPhLMnlS/XRyt5nHj2UoO4mmNcopUaeWTZfAZsllZqDtISfUf9Sxjkjze59wFw8vXL9T6PFuAxaGUJXUaoPGa1CIP81l2fxNDiaLh5w3QsiTJTv4HndKaEc7I8dK5mEQaEKCID06Jf9B5k0Y7H+CCMW26EmiQuJ5QSzwSTGbLXGqVbakKBKTOMjMUeUDABfddKRhIES09w3L4IxQgewsCQxTukl1vislYQnoYUYEsGyp1KrmkqpSp+u458oCDiLRfIjwPKlvpAEhfpItzS964lJkBEUvQ/29SlJ4YqQD+REfZS0qEtW80e13dBXy8AJZFWlefIH+cTfwpEjhk07OxoE/Uoh02NF6X6c62DGxYiTFKQr4/dbtWjKt1oS6qJtzuBHxcJwnC8+ds/PP4i6LfPRSjSRzVWR6LMUeqq7SYfZT+Zm+wDC2Hf/ZnXD4CiaznjQkeOTY8nTsaAganCk9aXwF/XcyBAVmSdSCzOy+6z8y42O3entZ42fENPEoURA7NTo8sIVI/rDWSY2TiD1bnPE2ICx1JJdWmO2usqR6EgPwj9BCfQBqegjZu64DUS22WbR0Wuq+ymrkJgsJJtYHi0MhrZM8fVcTAxo/+1znVQ/gn9g6jco16Kn6ZSKuWbb7t8UBxM2RXwHo+9udIeh4BD7BfWKEpNLbktILtvy5CndlM6VdSQNq4Y5lKdbstCMX8QYyysxXlLBDqQSDt3ZaeYUxDInb/Sly9dMqhIl8RzkaEADgBQs4gw6Qzjt85soMD2EI5wC5Qamcns0wQly2tuXOKyueYgiSetYyReMw4XWfR+IxcmP9GrlZgybY2vxwFec0Siha2N13P9Httn5EiXOTnLQqIgjn0kVMXb4FHhj0t3z10aOT2UvGDoI7V7mHGGUa+MfCQAj6LOPdvUnpoFXdjvxOaMbYQfmWZjYIEiRtE186jqd71+fxDhffjv1eEYiYxiwfkX/bCgebc5IzkdIStyZufv2lm/by4GiDK2zOwNf7aB3FfIEpCnfpJHiTHiTG3m1S2TTx1ur1uqIPBvablAhFfHoZQ86l8LG13Eu9cVAbF0LJ8dW0sb6uvl16VrvbU1e3WBTLmtQoLYVZP8+JX3ZsaOuiT9Wdl5MDMCbyXrsHjLZiearaLArRidSYSnO7wnHJKBmvWBziHiYRfvZqKcbCRpJkdisELadNOWKFihn+YBbykco19S9i9qg3lJldko/mgk8AorRWB91xGCKGrKW1cwCIE5u5sHTFvCiXaM5ptAsYEVaEjTnmiwHt9cIdWAs1aScxwwfSsCZa7iMZLEMYA+y7TyKonUJs1G9My4tbe1JeHaV6X8I12HtNqOtqewQB7ObdGeyI5Gegvf8DUE56+aPxx32myqqYLaW1wxxvvtimWIFXrRpTmDyHrFIOtV6m5pjaBTkjtGqUHjGDfF94uwWCkxRZQ3dX9YPJRI5VN42d8jZkj1vMGl09Ba3/2aD4nbaz0JvxHc0uh46+9zoL0LDdqqTFrcoeAtb+xnh5nO/XmGCv6eo/G8PK4Q/Uq9ifh7umEEJfdkoNBD3U5Hc6TAgsNkbJIYKBD9lQTzfShMVKrgN9PWJokov1qAy2rUf2rRrEh7nl+WraybOdcLuWnuNIf+6Xo0Gs17LmpncQBarC6ypmVaQdLMfxBPy0nk/OTP0g7iIfzvxlJe7kbv2jBjnMR1h9oMNdRPFY2r9Oxzue06urNrwb0LlpGawOU5guMKwJz64BfCW+d09UxjSgwY6DaSI9y2wEa737zM5OhZo9vcwSMccA03oiOcECdjih0ir+qHoZwcsMvR9yJq62QlxwxxRE+CY+XcpFoc/CriEuwVNN0VQvvLFjyXH7g0ZFm8QFMKQjeC7sA/Jn+cVUNTPsmHoWNlcGe/dpb2rWrpP82Y29y0twvi+9Qlf61ZVkDwnCfU9RFV0W6nKzAVQXBWw3/zms3p8nXT5uTSCZOv0Y9cm5ARUENw8394kjW+qsRh8WuoS4QadsPCLsegs5sfqz5QNIPWtZtUgxSIoyY1+wXS+RSMvxDj1Pr5+M6BQ5tB8RC7+P6DBvRneiql917Epcroj3tf2DsTkl0E3dsoEfreXcTH42KTuSyeAk9J2O4qK/8PVt9kx2oj+ozH444LC5Q1ZBvUJa8zew6zh/zSEId5RqSvwbfLZn4PikwdAqiWip1+G4OBgRai3nG/Qrb7j9/bhquoPcYetJgdLlYauWYdJfbuDZ9/t7twxCpbq2xBWRKvL5Tys0bw/gooBc1X+SoTcR8ZlrUYcgnBBS/vOLk9TbLb4fg8G1vvcalFZnkGwHQZnGSvQJ5KYl1V1j5pkOwH3EnbuJOgf5gJgFTT6ZkEh479JOkHDPQAOUkFPFxPLsr71EjZRJPBkHEoL6yu4hd7MLSh6MwhhNmSUq6NKMVHZL2vUsPeED6vIvAMNk5R+CMNSvOFc5oNruE6cT86qJ4ZTetjvE0P9ZYvIvLoI/t5NX2igS0se5hlfiZ2kwV1OIOBqLnq4oyeNJdhT/Dy503a3+XjM4JCsUkEl5YYqm1I3p1M+jr7GarDuvHUBLl5m6zYGne9gikK/F0l3JQXQRPtizGsePHXcYLvSY0M/bXNYNyxhpEcMF1qIvjx3B67ySj9/ZjD7CLXKdhTBfOkeCMCRFZTaUlJWXjLA6A97KINFL9wSXmaFDhl+kWLhgH/g5n/83YHVYlW4DWET8LMc+voXAeIM0LHgJdFHdxmANZkkjGlNYyfcVJ4v/pNRssyRJrkT9NG1VJF1b+cXjpOWo0OkBdrZR+lrpzqEgSZnDYJ5lUddEaVMD/O+WktSjlQJzQQM+t9UqZDJWCvj1iO96l04sgSNQNRpqfbNuXGPvxl8PhiD4MmI/pWjyvaG8VccyyMeqrBhfZb0qGn08rBfKFftentNOH9MHSk3Sdfmfb8WKvFg9aQgp4dyu24QYcxORJU9QlL+3YFrJjWD3MlSuXHnzLRm5l7fz4A7rhnLnfk0EAJ3JzKqJjxfU6yfQ9f9sGo/w54ebH6XcTpYWJZjiEDCNPahtRpdlo9GPM0UN5HfX9lV3mkv3eAgJSnAckL8Ah7Re48Gjcg5OKLLrUjkUrLwhCvT+XofY1+vQbUdgb9pC5/7uOUu0sunEoeH0l2Hwgtpzp008LVVrENxPh8LHNeUZ1iSRCDJm7X+EQUcEHBH2YQBzawmJtI6tqG6r4qtm/NPw9fJ94fgir67fvGVn3jWbiXER+1gHUBcD56Mo2DRpdXtLnJ96QoMNIWubny/gaGwcH6g42VgQJMyRWrXkLe1v3euJ9kP3maporYfAY/8FZbGQiFcSpw8wdX54XjMnLwF/EOopD+0//cb8/u+3UKPds2TZFxF62owLcnNIdndWr0trDYKuoW1I3HRf6EUwTl5Ohvih6OzQTiA4EiCjESpB+DEe0vMzYdrCilZ1zYmdh2rCP+foAF4Ia0zj9NzhZY3xvsMe3w4+18ZQDzjNXrt3u+s19ahkuW+1fj7+HJ9zSKDvq772o447pIO/cgoJZ8+i0XdfKvCp9DOTW6on4NRX4SKq8+APBCVo6RyjJWuqSMus4G0cF6Y4mlveM5PVrRjNdrSTnmQdoDDZeOb0osVvED+NH2fXl+SrTHK3jFTOsDL3xSCeQeMVOW7OSY9VDn3xeW/zx55vq6ZRozpr5BHFsWIYLcQRcIb03dVCpiqAb2hw5Dku72BUaIrEjVKe+2G/ijLRGmVLv9VN/bzWqdcakfdAC/mErq0Rgdi5LGLPfMNyu1ClszLR7d6B/UoiNu4aS4RFzmIYw3Mb7I1QQtPcqXax5OIsEpA7gkxe3VthcVlQq/JliW7d8qLi93/H3WFHOU9C3P0VRD3bC0b7mdqCXBJZ9BwazBE9luWaccNuoS99glEfuEJyG9R6XORu5IemF37JdVUrK63JTs+qPAalWNW6l2L/9uqdC+/+nSY8f9I7NMudPF5IEsjh1D7dwYlCnKBvceqXpWLQ4r/PVKKj4zCHaSyS6ulFzhJ9SlYWICxxbgOZObJC2vDFly3EPDu3nrhmD142v70U+x3GQ5NTyCZ6iYsPUE+JjW/8GAE=" | |
| [2026-06-05T22:44:45.844Z] [INFO] } | |
| [2026-06-05T22:44:45.844Z] [INFO] ], | |
| [2026-06-05T22:44:45.844Z] [INFO] "stop_reason": null, | |
| [2026-06-05T22:44:45.844Z] [INFO] "stop_sequence": null, | |
| [2026-06-05T22:44:45.844Z] [INFO] "stop_details": null, | |
| [2026-06-05T22:44:45.844Z] [INFO] "usage": { | |
| [2026-06-05T22:44:45.844Z] [INFO] "input_tokens": 131, | |
| [2026-06-05T22:44:45.844Z] [INFO] "cache_creation_input_tokens": 5958, | |
| [2026-06-05T22:44:45.844Z] [INFO] "cache_read_input_tokens": 38413, | |
| [2026-06-05T22:44:45.844Z] [INFO] "cache_creation": { | |
| [2026-06-05T22:44:45.844Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-06-05T22:44:45.844Z] [INFO] "ephemeral_1h_input_tokens": 5958 | |
| [2026-06-05T22:44:45.844Z] [INFO] }, | |
| [2026-06-05T22:44:45.844Z] [INFO] "output_tokens": 3, | |
| [2026-06-05T22:44:45.844Z] [INFO] "service_tier": "standard", | |
| [2026-06-05T22:44:45.844Z] [INFO] "inference_geo": "not_available" | |
| [2026-06-05T22:44:45.844Z] [INFO] }, | |
| [2026-06-05T22:44:45.844Z] [INFO] "diagnostics": null, | |
| [2026-06-05T22:44:45.844Z] [INFO] "context_management": null | |
| [2026-06-05T22:44:45.844Z] [INFO] }, | |
| [2026-06-05T22:44:45.844Z] [INFO] "parent_tool_use_id": null, | |
| [2026-06-05T22:44:45.844Z] [INFO] "session_id": "e7670886-3e78-4e46-bbe7-9c5c86c2866b", | |
| [2026-06-05T22:44:45.844Z] [INFO] "uuid": "ec0c7507-8fd6-46ab-bbaa-770179ed37e6", | |
| [2026-06-05T22:44:45.844Z] [INFO] "request_id": "req_011CbkvUCUeKgNESFwKEm8kP" | |
| [2026-06-05T22:44:45.844Z] [INFO] } | |
| [2026-06-05T22:44:46.311Z] [INFO] { | |
| [2026-06-05T22:44:46.311Z] [INFO] "type": "assistant", | |
| [2026-06-05T22:44:46.311Z] [INFO] "message": { | |
| [2026-06-05T22:44:46.311Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-06-05T22:44:46.311Z] [INFO] "id": "msg_01Cgm7nqfCaaARUvgdk4dH9z", | |
| [2026-06-05T22:44:46.311Z] [INFO] "type": "message", | |
| [2026-06-05T22:44:46.311Z] [INFO] "role": "assistant", | |
| [2026-06-05T22:44:46.311Z] [INFO] "content": [ | |
| [2026-06-05T22:44:46.311Z] [INFO] { | |
| [2026-06-05T22:44:46.311Z] [INFO] "type": "text", | |
| [2026-06-05T22:44:46.311Z] [INFO] "text": "Let me check the existing issues in the repo, the parity roadmap, and the current source structure." | |
| [2026-06-05T22:44:46.311Z] [INFO] } | |
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| [2026-06-05T22:44:50.038Z] [INFO] "content": "=== parity-roadmap.md ===\n# Parity Implementation\n\nThis document keeps the comparison scope explicit and ties each named\ncompetitor or ecosystem project to executable fixtures in this crate.\n\nThe rule for this repository is that every imported idea must become links in a\nsingle network. External projects may use their own terminology; adapters must\ntranslate that terminology at the boundary.\n\n## Implemented Tracking Surface\n\nThe Rust API exposes these registries:\n\n- `PARITY_TARGETS`: competitor and ecosystem projects whose features and tests\n must be tracked.\n- `MARKUP_LANGUAGE_TARGETS`: document-container languages that require full\n grammar support.\n- `PROGRAMMING_LANGUAGE_TARGETS`: the initial ten programming-language parser\n targets.\n- `NATURAL_LANGUAGE_TARGETS`: the initial ten natural-language parser targets.\n- `GRAMMAR_EMBEDDING_TARGETS`: mixed-grammar cases that must parse into one\n unified links network.\n- `PARITY_FIXTURES`: executable source fixtures, one or more per parity target,\n that must parse and reconstruct through the public API.\n- `LANGUAGE_FIXTURES`: executable source fixtures for every markup,\n programming-language, and natural-language target named by the founding issue.\n\nUnit tests assert that the required projects, language groups, and executable\nfixtures stay present. They also assert that every advertised parity capability\nis covered by fixtures and that every language target has a lossless\nparse/reconstruction fixture.\n\n## Feature Matrix\n\n| Project | Feature areas to match | Executable fixture gate |\n|---|---|---|\n| tree-sitter | Lossless concrete syntax, recoverable errors, mixed-language regions, query matching | Markdown fenced Rust fixture plus query and recovery tests |\n| LibCST | Python lossless parsing, trivia preservation, metadata, same-language reconstruction | Python indentation fixture round-trips through `reconstruct_text()` |\n| Recast | JavaScript and TypeScript parse-print preservation | JavaScript comment-preservation fixture round-trips through `reconstruct_text()` |\n| jscodeshift | Transform workflows over JavaScript and TypeScript syntax | JavaScript transform source fixture plus `SubstitutionRule` tests |\n| Rowan | Persistent concrete syntax representation, immutable snapshots, and trivia preservation | Rust trivia fixture round-trips through `reconstruct_text()` plus snapshot version tests |\n| cstree | Rust concrete syntax representation, immutable snapshots, and checkpoint behavior | Rust checkpoint fixture round-trips through `reconstruct_text()` plus snapshot version tests |\n| Roslyn | C# syntax, trivia, diagnostics, and formatting | C# diagnostic fixture plus recovery tests |\n| links-notation | LiNo doublets, triplets, N-tuples, indentation, and self-reference | LiNo tuple fixture plus self-reference tests |\n| link-cli | Single match-and-substitute operation | Create, update, delete, and swap substitution tests |\n| lino-objects-codec | Object encode/decode with identity and circular-reference preservation | Shared and circular object fixture plus identity tests |\n| relative-meta-logic | Dependent types, many-valued evaluation, probabilistic evaluation, paradox cases | Dependent-type fixture plus `TruthValue` tests |\n| formal-ai | Formalization corpus and semantic reconstruction expectations | Formalization source fixture plus concept reconstruction tests |\n| meta-expression | Formalize, semantic-link, naturalize, span, and self-reference behavior | Naturalization span fixture plus concept reconstruction tests |\n\n## Executable Fixture Gates\n\n`tests/unit/link_network.rs` enforces that every `PARITY_TARGETS` entry has a\nmatching `PARITY_FIXTURES` entry. Each fixture is parsed with\n`LinkNetwork::parse` and reconstructed with `LinkNetwork::reconstruct_text`; the\nexpected reconstruction must match exactly. Capability assertions ensure\nfixtures only claim capabilities advertised by their target and that every\ncapability advertised by every target is exercised by at least one fixture for\nthat target.\n\nThe same test file enforces `LANGUAGE_FIXTURES` coverage for every entry in\n`MARKUP_LANGUAGE_TARGETS`, `PROGRAMMING_LANGUAGE_TARGETS`, and\n`NATURAL_LANGUAGE_TARGETS`. These fixtures include UTF-8 natural-language\nsamples so lossless reconstruction covers non-ASCII byte ranges.\n\nAdditional behavior-specific tests cover:\n\n- recoverable missing-link diagnostics without losing original source text;\n- Markdown fenced-code and HTML embedded-region detection in one links network;\n- query matching by link type, term, language, and named flag;\n- link-cli-style create, update, delete, and swap substitutions;\n- concept-to-language reconstruction for English and Spanish syntax;\n- immutable snapshots, mutable forks, provenance, and forward version commits;\n- object identity and circular-reference representation through shared links;\n- many-valued and paradox-compatible truth values.\n\n## Default Parse Contract\n\n`LinkNetwork::parse` is the default parse entry point and is lossless. A parse\nmust preserve enough data to reconstruct unchanged text byte-for-byte. CST-like,\nAST-like, and semantic-only use cases should be projections over the same\nnetwork, not separate parse modes.\n\nCurrent projections:\n\n- `NetworkProjection::Lossless`: every link.\n- `NetworkProjection::ConcreteSyntax`: syntax-preserving links, including token\n and trivia links.\n- `NetworkProjection::AbstractSyntax`: lower-level token and trivia links\n stripped from the view.\n- `NetworkProjection::Semantic`: semantic, concept, type, and language links.\n\n## Language Coverage Targets\n\nDocument-container targets:\n\n- Markdown\n- HTML\n\nProgramming-language targets use the TIOBE May 2026 top-ten list:\n\n1. Python\n2. C\n3. Java\n4. C++\n5. C#\n6. JavaScript\n7. Visual Basic\n8. R\n9. SQL\n10. Delphi/Object Pascal\n\nSource: <https://www.tiobe.com/tiobe-index/>\n\nNatural-language targets use the Britannica/Ethnologue total-speaker\ntop-ten list:\n\n1. English\n2. Mandarin Chinese\n3. Hindi\n4. Spanish\n5. French\n6. Modern Standard Arabic\n7. Bengali\n8. Russian\n9. Portuguese\n10. Urdu\n\nSource: <https://www.britannica.com/topic/languages-by-total-number-of-speakers-2228881>\n\n## Mixed Grammar Targets\n\nThe mixed-grammar targets are:\n\n- Markdown fenced code regions, detected by language tag and by content.\n- Markdown inline or block HTML.\n- HTML script elements containing JavaScript.\n- HTML style elements and style attributes containing CSS.\n\nAll of these must produce one network with source spans and cross-language\nlinks, rather than separate disconnected parse results.\n\n=== README.md ===\n# meta-language\n\nA Rust foundation for a universal, self-describing meta language backed by a\nlinks network. The initial crate focuses on the common structural substrate:\nlinks, references, source spans, parse status metadata, configurable trivia\nattachment, self-description roots, and verification that a parsed region is\nclean.\n\n## What Is Implemented\n\n- A mutable `LinkNetwork` where every item is a link.\n- Self-referential point links, so a point is represented without introducing a\n separate primitive.\n- Relation links as ordinary links with ordered references to other links.\n- Field labels as explicit links instead of side-table metadata.\n- Source metadata: link type, named/anonymous flag, byte range, row/column\n points, and `is_error`, `has_error`, `is_missing`, `is_extra` flags.\n- `verify_full_match()` for reporting error and missing links in a selected\n source region.\n- `parse()` as the default lossless parse entry point; the explicit\n `parse_lossless_text()` boundary remains available.\n- `reconstruct_text()` for byte-for-byte reconstruction from non-missing token\n links ordered by source span.\n- `projected_links()` for viewing the same lossless network as concrete syntax,\n abstract syntax, or semantic-only data by stripping lower-level preservation\n links from the view.\n- `NetworkSnapshot` and `MutableNetworkSnapshot` for immutable versioned\n snapshots, editable forks, provenance, and forward commits.\n- `ParseConfiguration` with containment-link, token-link, or combined trivia\n attachment policies.\n- Mixed-region links for Markdown fenced code and HTML regions, plus HTML\n script, style, and style-attribute regions.\n- `LinkQuery` for structural matching by link type, term, language, and named\n flag.\n- `SubstitutionRule` / `apply_substitution()` for the link-cli-style\n match-and-substitute operation.\n- Concept-to-language syntax mappings for cross-language reconstruction.\n- Object-identity links and many-valued `TruthValue` semantics.\n- A testable parity registry and `PARITY_FIXTURES` for executable competitor\n and ecosystem feature gates.\n- `LANGUAGE_FIXTURES` with lossless parse/reconstruction samples for every\n required markup, programming-language, and natural-language target.\n- Coverage targets for full Markdown and HTML support, mixed grammar embedding,\n ten programming-language parser targets, and ten natural-language parser\n targets.\n- Self-description roots for `link`, `reference`, `relation link`, `language`,\n `grammar`, `type`, `concept`, `point`, `field`, `trivia`, `region`, and\n `object`.\n- A lossless text parser boundary that preserves tokens, trivia, recovery\n markers, and mixed-region metadata behind the same representation.\n\n## Usage\n\n```rust\nuse meta_language::{LinkNetwork, ParseConfiguration};\n\nlet network = LinkNetwork::parse(\"alpha beta\", \"plain-text\", ParseConfiguration::default());\nlet report = network.verify_full_match(None);\n\nassert!(report.is_clean());\nassert_eq!(network.reconstruct_text(), \"alpha beta\");\n```\n\nThe default parse path is lossless. Callers that need a narrower view can use a\nprojection without mutating the original network:\n\n```rust\nuse meta_language::{LinkNetwork, NetworkProjection, ParseConfiguration};\n\nlet network = LinkNetwork::parse(\"alpha beta\", \"plain-text\", ParseConfiguration::default());\nlet abstract_links = network\n .projected_links(NetworkProjection::AbstractSyntax)\n .count();\n\nassert!(abstract_links < network.len());\n```\n\n## CLI\n\n```bash\ncargo run -- describe\ncargo run -- verify --language plain-text --text \"alpha beta\"\n```\n\n`describe` prints the built-in self-description roots. `verify` parses the text\nwith the lossless text boundary and exits successfully when the resulting region\nhas no error or missing links.\n\n## Parity Implementation\n\nThe crate exposes `PARITY_TARGETS`, `MARKUP_LANGUAGE_TARGETS`,\n`PROGRAMMING_LANGUAGE_TARGETS`, `NATURAL_LANGUAGE_TARGETS`, and\n`GRAMMAR_EMBEDDING_TARGETS` so comparison scope is part of the tested Rust API.\nIt also exposes `PARITY_FIXTURES`, with executable fixtures covering every\nadvertised target capability, and `LANGUAGE_FIXTURES`, with a lossless fixture\nfor every requested language target.\nThe current registry tracks tree-sitter, LibCST, Recast, jscodeshift, Rowan,\ncstree, Roslyn, links-notation, link-cli, lino-objects-codec,\nrelative-meta-logic, formal-ai, and meta-expression.\n\nSee [docs/parity-roadmap.md](docs/parity-roadmap.md) for the feature matrix,\nexecutable fixture gates, and language coverage targets.\n\n## Development\n\n```bash\ncargo fmt --check\ncargo clippy --all-targets --all-features\ncargo test --all-features\nrust-script scripts/check-no-src-tests.rs\n```\n\nThis repository uses changelog fragments in `changelog.d/`; code changes should\ninclude a fragment with the intended semantic-version bump.", | |
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External projects may use their own terminology; adapters must\ntranslate that terminology at the boundary.\n\n## Implemented Tracking Surface\n\nThe Rust API exposes these registries:\n\n- `PARITY_TARGETS`: competitor and ecosystem projects whose features and tests\n must be tracked.\n- `MARKUP_LANGUAGE_TARGETS`: document-container languages that require full\n grammar support.\n- `PROGRAMMING_LANGUAGE_TARGETS`: the initial ten programming-language parser\n targets.\n- `NATURAL_LANGUAGE_TARGETS`: the initial ten natural-language parser targets.\n- `GRAMMAR_EMBEDDING_TARGETS`: mixed-grammar cases that must parse into one\n unified links network.\n- `PARITY_FIXTURES`: executable source fixtures, one or more per parity target,\n that must parse and reconstruct through the public API.\n- `LANGUAGE_FIXTURES`: executable source fixtures for every markup,\n programming-language, and natural-language target named by the founding issue.\n\nUnit tests assert that the required projects, language groups, and executable\nfixtures stay present. They also assert that every advertised parity capability\nis covered by fixtures and that every language target has a lossless\nparse/reconstruction fixture.\n\n## Feature Matrix\n\n| Project | Feature areas to match | Executable fixture gate |\n|---|---|---|\n| tree-sitter | Lossless concrete syntax, recoverable errors, mixed-language regions, query matching | Markdown fenced Rust fixture plus query and recovery tests |\n| LibCST | Python lossless parsing, trivia preservation, metadata, same-language reconstruction | Python indentation fixture round-trips through `reconstruct_text()` |\n| Recast | JavaScript and TypeScript parse-print preservation | JavaScript comment-preservation fixture round-trips through `reconstruct_text()` |\n| jscodeshift | Transform workflows over JavaScript and TypeScript syntax | JavaScript transform source fixture plus `SubstitutionRule` tests |\n| Rowan | Persistent concrete syntax representation, immutable snapshots, and trivia preservation | Rust trivia fixture round-trips through `reconstruct_text()` plus snapshot version tests |\n| cstree | Rust concrete syntax representation, immutable snapshots, and checkpoint behavior | Rust checkpoint fixture round-trips through `reconstruct_text()` plus snapshot version tests |\n| Roslyn | C# syntax, trivia, diagnostics, and formatting | C# diagnostic fixture plus recovery tests |\n| links-notation | LiNo doublets, triplets, N-tuples, indentation, and self-reference | LiNo tuple fixture plus self-reference tests |\n| link-cli | Single match-and-substitute operation | Create, update, delete, and swap substitution tests |\n| lino-objects-codec | Object encode/decode with identity and circular-reference preservation | Shared and circular object fixture plus identity tests |\n| relative-meta-logic | Dependent types, many-valued evaluation, probabilistic evaluation, paradox cases | Dependent-type fixture plus `TruthValue` tests |\n| formal-ai | Formalization corpus and semantic reconstruction expectations | Formalization source fixture plus concept reconstruction tests |\n| meta-expression | Formalize, semantic-link, naturalize, span, and self-reference behavior | Naturalization span fixture plus concept reconstruction tests |\n\n## Executable Fixture Gates\n\n`tests/unit/link_network.rs` enforces that every `PARITY_TARGETS` entry has a\nmatching `PARITY_FIXTURES` entry. Each fixture is parsed with\n`LinkNetwork::parse` and reconstructed with `LinkNetwork::reconstruct_text`; the\nexpected reconstruction must match exactly. Capability assertions ensure\nfixtures only claim capabilities advertised by their target and that every\ncapability advertised by every target is exercised by at least one fixture for\nthat target.\n\nThe same test file enforces `LANGUAGE_FIXTURES` coverage for every entry in\n`MARKUP_LANGUAGE_TARGETS`, `PROGRAMMING_LANGUAGE_TARGETS`, and\n`NATURAL_LANGUAGE_TARGETS`. These fixtures include UTF-8 natural-language\nsamples so lossless reconstruction covers non-ASCII byte ranges.\n\nAdditional behavior-specific tests cover:\n\n- recoverable missing-link diagnostics without losing original source text;\n- Markdown fenced-code and HTML embedded-region detection in one links network;\n- query matching by link type, term, language, and named flag;\n- link-cli-style create, update, delete, and swap substitutions;\n- concept-to-language reconstruction for English and Spanish syntax;\n- immutable snapshots, mutable forks, provenance, and forward version commits;\n- object identity and circular-reference representation through shared links;\n- many-valued and paradox-compatible truth values.\n\n## Default Parse Contract\n\n`LinkNetwork::parse` is the default parse entry point and is lossless. A parse\nmust preserve enough data to reconstruct unchanged text byte-for-byte. CST-like,\nAST-like, and semantic-only use cases should be projections over the same\nnetwork, not separate parse modes.\n\nCurrent projections:\n\n- `NetworkProjection::Lossless`: every link.\n- `NetworkProjection::ConcreteSyntax`: syntax-preserving links, including token\n and trivia links.\n- `NetworkProjection::AbstractSyntax`: lower-level token and trivia links\n stripped from the view.\n- `NetworkProjection::Semantic`: semantic, concept, type, and language links.\n\n## Language Coverage Targets\n\nDocument-container targets:\n\n- Markdown\n- HTML\n\nProgramming-language targets use the TIOBE May 2026 top-ten list:\n\n1. Python\n2. C\n3. Java\n4. C++\n5. C#\n6. JavaScript\n7. Visual Basic\n8. R\n9. SQL\n10. Delphi/Object Pascal\n\nSource: <https://www.tiobe.com/tiobe-index/>\n\nNatural-language targets use the Britannica/Ethnologue total-speaker\ntop-ten list:\n\n1. English\n2. Mandarin Chinese\n3. Hindi\n4. Spanish\n5. French\n6. Modern Standard Arabic\n7. Bengali\n8. Russian\n9. Portuguese\n10. Urdu\n\nSource: <https://www.britannica.com/topic/languages-by-total-number-of-speakers-2228881>\n\n## Mixed Grammar Targets\n\nThe mixed-grammar targets are:\n\n- Markdown fenced code regions, detected by language tag and by content.\n- Markdown inline or block HTML.\n- HTML script elements containing JavaScript.\n- HTML style elements and style attributes containing CSS.\n\nAll of these must produce one network with source spans and cross-language\nlinks, rather than separate disconnected parse results.\n\n=== README.md ===\n# meta-language\n\nA Rust foundation for a universal, self-describing meta language backed by a\nlinks network. The initial crate focuses on the common structural substrate:\nlinks, references, source spans, parse status metadata, configurable trivia\nattachment, self-description roots, and verification that a parsed region is\nclean.\n\n## What Is Implemented\n\n- A mutable `LinkNetwork` where every item is a link.\n- Self-referential point links, so a point is represented without introducing a\n separate primitive.\n- Relation links as ordinary links with ordered references to other links.\n- Field labels as explicit links instead of side-table metadata.\n- Source metadata: link type, named/anonymous flag, byte range, row/column\n points, and `is_error`, `has_error`, `is_missing`, `is_extra` flags.\n- `verify_full_match()` for reporting error and missing links in a selected\n source region.\n- `parse()` as the default lossless parse entry point; the explicit\n `parse_lossless_text()` boundary remains available.\n- `reconstruct_text()` for byte-for-byte reconstruction from non-missing token\n links ordered by source span.\n- `projected_links()` for viewing the same lossless network as concrete syntax,\n abstract syntax, or semantic-only data by stripping lower-level preservation\n links from the view.\n- `NetworkSnapshot` and `MutableNetworkSnapshot` for immutable versioned\n snapshots, editable forks, provenance, and forward commits.\n- `ParseConfiguration` with containment-link, token-link, or combined trivia\n attachment policies.\n- Mixed-region links for Markdown fenced code and HTML regions, plus HTML\n script, style, and style-attribute regions.\n- `LinkQuery` for structural matching by link type, term, language, and named\n flag.\n- `SubstitutionRule` / `apply_substitution()` for the link-cli-style\n match-and-substitute operation.\n- Concept-to-language syntax mappings for cross-language reconstruction.\n- Object-identity links and many-valued `TruthValue` semantics.\n- A testable parity registry and `PARITY_FIXTURES` for executable competitor\n and ecosystem feature gates.\n- `LANGUAGE_FIXTURES` with lossless parse/reconstruction samples for every\n required markup, programming-language, and natural-language target.\n- Coverage targets for full Markdown and HTML support, mixed grammar embedding,\n ten programming-language parser targets, and ten natural-language parser\n targets.\n- Self-description roots for `link`, `reference`, `relation link`, `language`,\n `grammar`, `type`, `concept`, `point`, `field`, `trivia`, `region`, and\n `object`.\n- A lossless text parser boundary that preserves tokens, trivia, recovery\n markers, and mixed-region metadata behind the same representation.\n\n## Usage\n\n```rust\nuse meta_language::{LinkNetwork, ParseConfiguration};\n\nlet network = LinkNetwork::parse(\"alpha beta\", \"plain-text\", ParseConfiguration::default());\nlet report = network.verify_full_match(None);\n\nassert!(report.is_clean());\nassert_eq!(network.reconstruct_text(), \"alpha beta\");\n```\n\nThe default parse path is lossless. Callers that need a narrower view can use a\nprojection without mutating the original network:\n\n```rust\nuse meta_language::{LinkNetwork, NetworkProjection, ParseConfiguration};\n\nlet network = LinkNetwork::parse(\"alpha beta\", \"plain-text\", ParseConfiguration::default());\nlet abstract_links = network\n .projected_links(NetworkProjection::AbstractSyntax)\n .count();\n\nassert!(abstract_links < network.len());\n```\n\n## CLI\n\n```bash\ncargo run -- describe\ncargo run -- verify --language plain-text --text \"alpha beta\"\n```\n\n`describe` prints the built-in self-description roots. `verify` parses the text\nwith the lossless text boundary and exits successfully when the resulting region\nhas no error or missing links.\n\n## Parity Implementation\n\nThe crate exposes `PARITY_TARGETS`, `MARKUP_LANGUAGE_TARGETS`,\n`PROGRAMMING_LANGUAGE_TARGETS`, `NATURAL_LANGUAGE_TARGETS`, and\n`GRAMMAR_EMBEDDING_TARGETS` so comparison scope is part of the tested Rust API.\nIt also exposes `PARITY_FIXTURES`, with executable fixtures covering every\nadvertised target capability, and `LANGUAGE_FIXTURES`, with a lossless fixture\nfor every requested language target.\nThe current registry tracks tree-sitter, LibCST, Recast, jscodeshift, Rowan,\ncstree, Roslyn, links-notation, link-cli, lino-objects-codec,\nrelative-meta-logic, formal-ai, and meta-expression.\n\nSee [docs/parity-roadmap.md](docs/parity-roadmap.md) for the feature matrix,\nexecutable fixture gates, and language coverage targets.\n\n## Development\n\n```bash\ncargo fmt --check\ncargo clippy --all-targets --all-features\ncargo test --all-features\nrust-script scripts/check-no-src-tests.rs\n```\n\nThis repository uses changelog fragments in `changelog.d/`; code changes should\ninclude a fragment with the intended semantic-version bump.", | |
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| [2026-06-05T22:44:51.445Z] [INFO] } ReadableStream { | |
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| [2026-06-05T22:44:58.539Z] [INFO] "text": "The repo already has substantial scaffolding from issue #1. Let me set up my task tracking and examine the source code that defines the current registries and targets." | |
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| [2026-06-05T22:45:01.412Z] [INFO] "content": " 67 src/configuration.rs\n 28 src/lib.rs\n 74 src/link_flags.rs\n 855 src/link_network.rs\n 67 src/main.rs\n 254 src/mixed_regions.rs\n 762 src/parity.rs\n 63 src/query.rs\n 43 src/semantics.rs\n 140 src/snapshots.rs\n 106 src/source.rs\n 77 src/substitution.rs\n 77 src/verification.rs\n 2613 total\n---\n=== parity.rs ===\n/// Capability tracked for comparison with existing language tooling.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub enum ParityCapability {\n /// Preserve every byte of source text and source metadata.\n LosslessParsing,\n /// Preserve and explicitly attach trivia.\n TriviaPreservation,\n /// Produce recoverable error and missing links for invalid input.\n ErrorRecovery,\n /// Parse mixed-language documents as one links network.\n MixedLanguageRegions,\n /// Match syntax patterns with captures and predicates.\n QueryMatching,\n /// Transform the network with match-and-substitute rules.\n TransformBySubstitution,\n /// Reconstruct text in the same language without losing unchanged regions.\n SameLanguageReconstruction,\n /// Reconstruct text in a different language through shared concepts.\n CrossLanguageReconstruction,\n /// Round-trip ordinary host objects through LiNo-compatible links.\n ObjectRoundTrip,\n /// Evaluate type, meaning, and truth-value links.\n SemanticEvaluation,\n /// Formalize and deformalize text through shared meaning links.\n FormalizationRoundTrip,\n /// Describe the meta language with links in the same network.\n SelfDescription,\n /// Capture immutable snapshots, edit mutable forks, and commit versions.\n SnapshotVersioning,\n}\n\n/// Upstream project whose feature set and tests should be tracked.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct ParityTarget {\n name: &'static str,\n upstream: &'static str,\n capabilities: &'static [ParityCapability],\n test_plan: &'static str,\n}\n\nimpl ParityTarget {\n /// Project name.\n #[must_use]\n pub const fn name(&self) -> &'static str {\n self.name\n }\n\n /// Upstream project URL.\n #[must_use]\n pub const fn upstream(&self) -> &'static str {\n self.upstream\n }\n\n /// Capabilities tracked for parity.\n #[must_use]\n pub const fn capabilities(&self) -> &'static [ParityCapability] {\n self.capabilities\n }\n\n /// Test adoption plan for this project.\n #[must_use]\n pub const fn test_plan(&self) -> &'static str {\n self.test_plan\n }\n}\n\n/// Competitor and ecosystem projects called out by the founding issue.\npub const PARITY_TARGETS: &[ParityTarget] = &[\n ParityTarget {\n name: \"tree-sitter\",\n upstream: \"https://github.com/tree-sitter/tree-sitter\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::ErrorRecovery,\n ParityCapability::MixedLanguageRegions,\n ParityCapability::QueryMatching,\n ],\n test_plan: \"Executable fixture covers concrete syntax, injection, query, and recovery behavior.\",\n },\n ParityTarget {\n name: \"LibCST\",\n upstream: \"https://github.com/Instagram/LibCST\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers Python parse, metadata, transform, and round-trip behavior.\",\n },\n ParityTarget {\n name: \"Recast\",\n upstream: \"https://github.com/benjamn/recast\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers JavaScript/TypeScript parse-print preservation behavior.\",\n },\n ParityTarget {\n name: \"jscodeshift\",\n upstream: \"https://github.com/facebook/jscodeshift\",\n capabilities: &[\n ParityCapability::QueryMatching,\n ParityCapability::TransformBySubstitution,\n ParityCapability::SameLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers substitution-rule transform behavior.\",\n },\n ParityTarget {\n name: \"Rowan\",\n upstream: \"https://github.com/rust-analyzer/rowan\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ParityCapability::SnapshotVersioning,\n ],\n test_plan: \"Executable fixture covers persistent syntax and trivia preservation behavior.\",\n },\n ParityTarget {\n name: \"cstree\",\n upstream: \"https://github.com/domenicquirl/cstree\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ParityCapability::SnapshotVersioning,\n ],\n test_plan: \"Executable fixture covers Rust concrete syntax and checkpoint behavior.\",\n },\n ParityTarget {\n name: \"Roslyn\",\n upstream: \"https://github.com/dotnet/roslyn\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::ErrorRecovery,\n ParityCapability::SameLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers C# syntax, trivia, diagnostics, and formatting behavior.\",\n },\n ParityTarget {\n name: \"links-notation\",\n upstream: \"https://github.com/link-foundation/links-notation\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::ObjectRoundTrip,\n ParityCapability::SelfDescription,\n ],\n test_plan: \"Executable fixture covers doublet, triplet, N-tuple, and indented LiNo behavior.\",\n },\n ParityTarget {\n name: \"link-cli\",\n upstream: \"https://github.com/link-foundation/link-cli\",\n capabilities: &[ParityCapability::TransformBySubstitution],\n test_plan: \"Executable fixture covers create, update, delete, swap, trigger, and dedup substitution behavior.\",\n },\n ParityTarget {\n name: \"lino-objects-codec\",\n upstream: \"https://github.com/link-foundation/lino-objects-codec\",\n capabilities: &[ParityCapability::ObjectRoundTrip],\n test_plan: \"Executable fixture covers encode/decode, identity, shared-reference, and circular-reference behavior.\",\n },\n ParityTarget {\n name: \"relative-meta-logic\",\n upstream: \"https://github.com/link-foundation/relative-meta-logic\",\n capabilities: &[\n ParityCapability::SemanticEvaluation,\n ParityCapability::SelfDescription,\n ],\n test_plan: \"Executable fixture covers dependent-type, many-valued, probabilistic, and paradox behavior.\",\n },\n ParityTarget {\n name: \"formal-ai\",\n upstream: \"https://github.com/link-assistant/formal-ai\",\n capabilities: &[\n ParityCapability::FormalizationRoundTrip,\n ParityCapability::SemanticEvaluation,\n ParityCapability::CrossLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers formalization corpus and cross-language reconstruction behavior.\",\n },\n ParityTarget {\n name: \"meta-expression\",\n upstream: \"https://github.com/link-assistant/meta-expression\",\n capabilities: &[\n ParityCapability::FormalizationRoundTrip,\n ParityCapability::TriviaPreservation,\n ParityCapability::CrossLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers formalize, semantic-link, naturalize, span, and self-reference behavior.\",\n },\n];\n\n/// Executable source fixture tied to a parity target.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct ParityFixture {\n target_name: &'static str,\n name: &'static str,\n language: &'static str,\n source: &'static str,\n expected_reconstruction: &'static str,\n capabilities: &'static [ParityCapability],\n}\n\nimpl ParityFixture {\n /// Target project name.\n #[must_use]\n pub const fn target_name(&self) -> &'static str {\n self.target_name\n }\n\n /// Fixture name.\n #[must_use]\n pub const fn name(&self) -> &'static str {\n self.name\n }\n\n /// Source language label used by the parser.\n #[must_use]\n pub const fn language(&self) -> &'static str {\n self.language\n }\n\n /// Source text exercised by the fixture.\n #[must_use]\n pub const fn source(&self) -> &'static str {\n self.source\n }\n\n /// Expected lossless reconstruction.\n #[must_use]\n pub const fn expected_reconstruction(&self) -> &'static str {\n self.expected_reconstruction\n }\n\n /// Capabilities exercised by this fixture.\n #[must_use]\n pub const fn capabilities(&self) -> &'static [ParityCapability] {\n self.capabilities\n }\n\n /// Parity target for this fixture.\n #[must_use]\n pub fn target(&self) -> &'static ParityTarget {\n PARITY_TARGETS\n .iter()\n .find(|target| target.name() == self.target_name)\n .expect(\"parity fixture target must exist\")\n }\n}\n\n/// Executable fixtures for every parity target called out by the founding issue.\npub const PARITY_FIXTURES: &[ParityFixture] = &[\n ParityFixture {\n target_name: \"tree-sitter\",\n name: \"markdown fenced rust with queryable tokens\",\n language: \"Markdown\",\n source: \"Intro\\n```rust\\nfn main() {}\\n```\\n\",\n expected_reconstruction: \"Intro\\n```rust\\nfn main() {}\\n```\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::ErrorRecovery,\n ParityCapability::MixedLanguageRegions,\n ParityCapability::QueryMatching,\n ],\n },\n ParityFixture {\n target_name: \"LibCST\",\n name: \"python round trip with indentation\",\n language: \"Python\",\n source: \"def f(x):\\n return x + 1\\n\",\n expected_reconstruction: \"def f(x):\\n return x + 1\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"Recast\",\n name: \"javascript comment preservation\",\n language: \"JavaScript\",\n source: \"const value = 1; // keep trivia\\n\",\n expected_reconstruction: \"const value = 1; // keep trivia\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"jscodeshift\",\n name: \"javascript transform input\",\n language: \"JavaScript\",\n source: \"const oldName = call(oldName);\\n\",\n expected_reconstruction: \"const oldName = call(oldName);\\n\",\n capabilities: &[\n ParityCapability::QueryMatching,\n ParityCapability::TransformBySubstitution,\n ParityCapability::SameLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"Rowan\",\n name: \"rust trivia preservation\",\n language: \"Rust\",\n source: \"fn main() {\\n // keep\\n}\\n\",\n expected_reconstruction: \"fn main() {\\n // keep\\n}\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ParityCapability::SnapshotVersioning,\n ],\n },\n ParityFixture {\n target_name: \"cstree\",\n name: \"rust checkpoint source\",\n language: \"Rust\",\n source: \"let checkpoint = value + 1;\\n\",\n expected_reconstruction: \"let checkpoint = value + 1;\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ParityCapability::SnapshotVersioning,\n ],\n },\n ParityFixture {\n target_name: \"Roslyn\",\n name: \"csharp diagnostic recovery source\",\n language: \"C#\",\n source: \"class C { void M() { Console.WriteLine(1); } }\\n\",\n expected_reconstruction: \"class C { void M() { Console.WriteLine(1); } }\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::ErrorRecovery,\n ParityCapability::SameLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"links-notation\",\n name: \"lino tuple forms\",\n language: \"LiNo\",\n source: \"(lovesMama: loves mama)\\npapa has car\\n\",\n expected_reconstruction: \"(lovesMama: loves mama)\\npapa has car\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::ObjectRoundTrip,\n ParityCapability::SelfDescription,\n ],\n },\n ParityFixture {\n target_name: \"link-cli\",\n name: \"substitution patterns\",\n language: \"LiNo\",\n source: \"((1: 1 1)) ((1: 1 2))\\n\",\n expected_reconstruction: \"((1: 1 1)) ((1: 1 2))\\n\",\n capabilities: &[ParityCapability::TransformBySubstitution],\n },\n ParityFixture {\n target_name: \"lino-objects-codec\",\n name: \"shared and circular references\",\n language: \"LiNo\",\n source: \"(object: object object)\\n(shared: object object)\\n\",\n expected_reconstruction: \"(object: object object)\\n(shared: object object)\\n\",\n capabilities: &[ParityCapability::ObjectRoundTrip],\n },\n ParityFixture {\n target_name: \"relative-meta-logic\",\n name: \"dependent type and paradox source\",\n language: \"RML\",\n source: \"(Type: Type Type)\\n(this_statement_is_false)\\n\",\n expected_reconstruction: \"(Type: Type Type)\\n(this_statement_is_false)\\n\",\n capabilities: &[\n ParityCapability::SemanticEvaluation,\n ParityCapability::SelfDescription,\n ],\n },\n ParityFixture {\n target_name: \"formal-ai\",\n name: \"formalization reconstruction source\",\n language: \"English\",\n source: \"Hawaii is a state.\\n\",\n expected_reconstruction: \"Hawaii is a state.\\n\",\n capabilities: &[\n ParityCapability::FormalizationRoundTrip,\n ParityCapability::SemanticEvaluation,\n ParityCapability::CrossLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"meta-expression\",\n name: \"naturalization span source\",\n language: \"English\",\n source: \"1 + 1 = 2\\n\",\n expected_reconstruction: \"1 + 1 = 2\\n\",\n capabilities: &[\n ParityCapability::FormalizationRoundTrip,\n ParityCapability::TriviaPreservation,\n ParityCapability::CrossLanguageReconstruction,\n ],\n },\n];\n\n/// Family of language coverage targets.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub enum LanguageFamily {\n /// Markup or document container languages.\n Markup,\n /// Programming languages.\n Programming,\n /// Natural languages.\n Natural,\n}\n\n/// Language whose grammar or natural-language parser should be supported.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct LanguageTarget {\n name: &'static str,\n family: LanguageFamily,\n basis: &'static str,\n}\n\nimpl LanguageTarget {\n /// Language name.\n #[must_use]\n pub const fn name(&self) -> &'static str {\n self.name\n }\n\n /// Language family.\n #[must_use]\n pub const fn family(&self) -> LanguageFamily {\n self.family\n }\n\n /// Basis for including this target.\n #[must_use]\n pub const fn basis(&self) -> &'static str {\n self.basis\n }\n}\n\n/// Executable lossless parse fixture for a required language target.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct LanguageFixture {\n language: &'static str,\n source: &'static str,\n description: &'static str,\n}\n\nimpl LanguageFixture {\n /// Language label used by the parser.\n #[must_use]\n pub const fn language(&self) -> &'static str {\n self.language\n }\n\n /// Source text that must parse and reconstruct losslessly.\n #[must_use]\n pub const fn source(&self) -> &'static str {\n self.source\n }\n\n /// Behavior represented by this fixture.\n #[must_use]\n pub const fn description(&self) -> &'static str {\n self.description\n }\n}\n\n/// Required document-container languages.\npub const MARKUP_LANGUAGE_TARGETS: &[LanguageTarget] = &[\n LanguageTarget {\n name: \"Markdown\",\n family: LanguageFamily::Markup,\n basis: \"Founding issue full-document target\",\n },\n LanguageTarget {\n name: \"HTML\",\n family: LanguageFamily::Markup,\n basis: \"Founding issue full-document target\",\n },\n];\n\n/// Initial top-ten programming-language parser targets.\npub const PROGRAMMING_LANGUAGE_TARGETS: &[LanguageTarget] = &[\n LanguageTarget {\n name: \"Python\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"C\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"Java\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"C++\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"C#\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"JavaScript\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"Visual Basic\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"R\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"SQL\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"Delphi/Object Pascal\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n];\n\n/// Initial top-ten natural-language parser targets by total speakers.\npub const NATURAL_LANGUAGE_TARGETS: &[LanguageTarget] = &[\n LanguageTarget {\n name: \"English\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Mandarin Chinese\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Hindi\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Spanish\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"French\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Modern Standard Arabic\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Bengali\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Russian\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Portuguese\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Urdu\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n];\n\n/// Executable fixtures for every language target requested by the founding issue.\npub const LANGUAGE_FIXTURES: &[LanguageFixture] = &[\n LanguageFixture {\n language: \"Markdown\",\n source: \"# Title\\n\\n```rust\\nfn main() {}\\n```\\n\",\n description: \"Markdown document with embedded fenced code\",\n },\n LanguageFixture {\n language: \"HTML\",\n source: \"<script>const x = 1;</script><style>.x { color: red; }</style><p style=\\\"color: blue\\\">text</p>\\n\",\n description: \"HTML document with script, style, and style-attribute regions\",\n },\n LanguageFixture {\n language: \"Python\",\n source: \"def f(x):\\n return x + 1\\n\",\n description: \"Python function with indentation\",\n },\n LanguageFixture {\n language: \"C\",\n source: \"int main(void) { return 0; }\\n\",\n description: \"C entry point\",\n },\n LanguageFixture {\n language: \"Java\",\n source: \"class Main { public static void main(String[] args) {} }\\n\",\n description: \"Java class entry point\",\n },\n LanguageFixture {\n language: \"C++\",\n source: \"int main() { return 0; }\\n\",\n description: \"C++ entry point\",\n },\n LanguageFixture {\n language: \"C#\",\n source: \"class C { static void Main() {} }\\n\",\n description: \"C# class entry point\",\n },\n LanguageFixture {\n language: \"JavaScript\",\n source: \"const value = 1;\\n\",\n description: \"JavaScript binding\",\n },\n LanguageFixture {\n language: \"Visual Basic\",\n source: \"Module Program\\nEnd Module\\n\",\n description: \"Visual Basic module\",\n },\n LanguageFixture {\n language: \"R\",\n source: \"value <- 1\\n\",\n description: \"R assignment\",\n },\n LanguageFixture {\n language: \"SQL\",\n source: \"SELECT 1;\\n\",\n description: \"SQL select statement\",\n },\n LanguageFixture {\n language: \"Delphi/Object Pascal\",\n source: \"program Demo;\\nbegin\\nend.\\n\",\n description: \"Delphi/Object Pascal program\",\n },\n LanguageFixture {\n language: \"English\",\n source: \"Hawaii is a state.\\n\",\n description: \"English formalization sentence\",\n },\n LanguageFixture {\n language: \"Mandarin Chinese\",\n source: \"你好。\\n\",\n description: \"Mandarin Chinese sentence\",\n },\n LanguageFixture {\n language: \"Hindi\",\n source: \"नमस्ते।\\n\",\n description: \"Hindi sentence\",\n },\n LanguageFixture {\n language: \"Spanish\",\n source: \"Hawaii es un estado.\\n\",\n description: \"Spanish reconstruction sentence\",\n },\n LanguageFixture {\n language: \"French\",\n source: \"Hawaii est un etat.\\n\",\n description: \"French reconstruction sentence\",\n },\n LanguageFixture {\n language: \"Modern Standard Arabic\",\n source: \"مرحبا.\\n\",\n description: \"Modern Standard Arabic sentence\",\n },\n LanguageFixture {\n language: \"Bengali\",\n source: \"নমস্কার।\\n\",\n description: \"Bengali sentence\",\n },\n LanguageFixture {\n language: \"Russian\",\n source: \"Гавайи это штат.\\n\",\n description: \"Russian reconstruction sentence\",\n },\n LanguageFixture {\n language: \"Portuguese\",\n source: \"Hawaii e um estado.\\n\",\n description: \"Portuguese reconstruction sentence\",\n },\n LanguageFixture {\n language: \"Urdu\",\n source: \"سلام۔\\n\",\n description: \"Urdu sentence\",\n },\n];\n\n/// Mixed-grammar embedding case that must become one unified links network.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct GrammarEmbeddingTarget {\n host_language: &'static str,\n embedded_language: &'static str,\n trigger: &'static str,\n}\n\nimpl GrammarEmbeddingTarget {\n /// Host language containing the embedded region.\n #[must_use]\n pub const fn host_language(&self) -> &'static str {\n self.host_language\n }\n\n /// Embedded region language or language family.\n #[must_use]\n pub const fn embedded_language(&self) -> &'static str {\n self.embedded_language\n }\n\n /// Detection trigger or boundary.\n #[must_use]\n pub const fn trigger(&self) -> &'static str {\n self.trigger\n }\n}\n\n/// Initial mixed-grammar coverage targets.\npub const GRAMMAR_EMBEDDING_TARGETS: &[GrammarEmbeddingTarget] = &[\n GrammarEmbeddingTarget {\n host_language: \"Markdown\",\n embedded_language: \"Programming language region\",\n trigger: \"fenced code language tag\",\n },\n GrammarEmbeddingTarget {\n host_language: \"Markdown\",\n embedded_language: \"HTML\",\n trigger: \"inline or block HTML\",\n },\n GrammarEmbeddingTarget {\n host_language: \"HTML\",\n embedded_language: \"JavaScript\",\n trigger: \"script element\",\n },\n GrammarEmbeddingTarget {\n host_language: \"HTML\",\n embedded_language: \"CSS\",\n trigger: \"style element or style attribute\",\n },\n];", | |
| [2026-06-05T22:45:01.412Z] [INFO] "is_error": false | |
| [2026-06-05T22:45:01.412Z] [INFO] } | |
| [2026-06-05T22:45:01.412Z] [INFO] ] | |
| [2026-06-05T22:45:01.412Z] [INFO] }, | |
| [2026-06-05T22:45:01.412Z] [INFO] "parent_tool_use_id": null, | |
| [2026-06-05T22:45:01.412Z] [INFO] "session_id": "e7670886-3e78-4e46-bbe7-9c5c86c2866b", | |
| [2026-06-05T22:45:01.412Z] [INFO] "uuid": "58f56138-fea4-44fb-8cd5-21d063b0bf6b", | |
| [2026-06-05T22:45:01.412Z] [INFO] "timestamp": "2026-06-05T22:45:01.409Z", | |
| [2026-06-05T22:45:01.412Z] [INFO] "tool_use_result": { | |
| [2026-06-05T22:45:01.412Z] [INFO] "stdout": " 67 src/configuration.rs\n 28 src/lib.rs\n 74 src/link_flags.rs\n 855 src/link_network.rs\n 67 src/main.rs\n 254 src/mixed_regions.rs\n 762 src/parity.rs\n 63 src/query.rs\n 43 src/semantics.rs\n 140 src/snapshots.rs\n 106 src/source.rs\n 77 src/substitution.rs\n 77 src/verification.rs\n 2613 total\n---\n=== parity.rs ===\n/// Capability tracked for comparison with existing language tooling.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub enum ParityCapability {\n /// Preserve every byte of source text and source metadata.\n LosslessParsing,\n /// Preserve and explicitly attach trivia.\n TriviaPreservation,\n /// Produce recoverable error and missing links for invalid input.\n ErrorRecovery,\n /// Parse mixed-language documents as one links network.\n MixedLanguageRegions,\n /// Match syntax patterns with captures and predicates.\n QueryMatching,\n /// Transform the network with match-and-substitute rules.\n TransformBySubstitution,\n /// Reconstruct text in the same language without losing unchanged regions.\n SameLanguageReconstruction,\n /// Reconstruct text in a different language through shared concepts.\n CrossLanguageReconstruction,\n /// Round-trip ordinary host objects through LiNo-compatible links.\n ObjectRoundTrip,\n /// Evaluate type, meaning, and truth-value links.\n SemanticEvaluation,\n /// Formalize and deformalize text through shared meaning links.\n FormalizationRoundTrip,\n /// Describe the meta language with links in the same network.\n SelfDescription,\n /// Capture immutable snapshots, edit mutable forks, and commit versions.\n SnapshotVersioning,\n}\n\n/// Upstream project whose feature set and tests should be tracked.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct ParityTarget {\n name: &'static str,\n upstream: &'static str,\n capabilities: &'static [ParityCapability],\n test_plan: &'static str,\n}\n\nimpl ParityTarget {\n /// Project name.\n #[must_use]\n pub const fn name(&self) -> &'static str {\n self.name\n }\n\n /// Upstream project URL.\n #[must_use]\n pub const fn upstream(&self) -> &'static str {\n self.upstream\n }\n\n /// Capabilities tracked for parity.\n #[must_use]\n pub const fn capabilities(&self) -> &'static [ParityCapability] {\n self.capabilities\n }\n\n /// Test adoption plan for this project.\n #[must_use]\n pub const fn test_plan(&self) -> &'static str {\n self.test_plan\n }\n}\n\n/// Competitor and ecosystem projects called out by the founding issue.\npub const PARITY_TARGETS: &[ParityTarget] = &[\n ParityTarget {\n name: \"tree-sitter\",\n upstream: \"https://github.com/tree-sitter/tree-sitter\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::ErrorRecovery,\n ParityCapability::MixedLanguageRegions,\n ParityCapability::QueryMatching,\n ],\n test_plan: \"Executable fixture covers concrete syntax, injection, query, and recovery behavior.\",\n },\n ParityTarget {\n name: \"LibCST\",\n upstream: \"https://github.com/Instagram/LibCST\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers Python parse, metadata, transform, and round-trip behavior.\",\n },\n ParityTarget {\n name: \"Recast\",\n upstream: \"https://github.com/benjamn/recast\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers JavaScript/TypeScript parse-print preservation behavior.\",\n },\n ParityTarget {\n name: \"jscodeshift\",\n upstream: \"https://github.com/facebook/jscodeshift\",\n capabilities: &[\n ParityCapability::QueryMatching,\n ParityCapability::TransformBySubstitution,\n ParityCapability::SameLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers substitution-rule transform behavior.\",\n },\n ParityTarget {\n name: \"Rowan\",\n upstream: \"https://github.com/rust-analyzer/rowan\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ParityCapability::SnapshotVersioning,\n ],\n test_plan: \"Executable fixture covers persistent syntax and trivia preservation behavior.\",\n },\n ParityTarget {\n name: \"cstree\",\n upstream: \"https://github.com/domenicquirl/cstree\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ParityCapability::SnapshotVersioning,\n ],\n test_plan: \"Executable fixture covers Rust concrete syntax and checkpoint behavior.\",\n },\n ParityTarget {\n name: \"Roslyn\",\n upstream: \"https://github.com/dotnet/roslyn\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::ErrorRecovery,\n ParityCapability::SameLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers C# syntax, trivia, diagnostics, and formatting behavior.\",\n },\n ParityTarget {\n name: \"links-notation\",\n upstream: \"https://github.com/link-foundation/links-notation\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::ObjectRoundTrip,\n ParityCapability::SelfDescription,\n ],\n test_plan: \"Executable fixture covers doublet, triplet, N-tuple, and indented LiNo behavior.\",\n },\n ParityTarget {\n name: \"link-cli\",\n upstream: \"https://github.com/link-foundation/link-cli\",\n capabilities: &[ParityCapability::TransformBySubstitution],\n test_plan: \"Executable fixture covers create, update, delete, swap, trigger, and dedup substitution behavior.\",\n },\n ParityTarget {\n name: \"lino-objects-codec\",\n upstream: \"https://github.com/link-foundation/lino-objects-codec\",\n capabilities: &[ParityCapability::ObjectRoundTrip],\n test_plan: \"Executable fixture covers encode/decode, identity, shared-reference, and circular-reference behavior.\",\n },\n ParityTarget {\n name: \"relative-meta-logic\",\n upstream: \"https://github.com/link-foundation/relative-meta-logic\",\n capabilities: &[\n ParityCapability::SemanticEvaluation,\n ParityCapability::SelfDescription,\n ],\n test_plan: \"Executable fixture covers dependent-type, many-valued, probabilistic, and paradox behavior.\",\n },\n ParityTarget {\n name: \"formal-ai\",\n upstream: \"https://github.com/link-assistant/formal-ai\",\n capabilities: &[\n ParityCapability::FormalizationRoundTrip,\n ParityCapability::SemanticEvaluation,\n ParityCapability::CrossLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers formalization corpus and cross-language reconstruction behavior.\",\n },\n ParityTarget {\n name: \"meta-expression\",\n upstream: \"https://github.com/link-assistant/meta-expression\",\n capabilities: &[\n ParityCapability::FormalizationRoundTrip,\n ParityCapability::TriviaPreservation,\n ParityCapability::CrossLanguageReconstruction,\n ],\n test_plan: \"Executable fixture covers formalize, semantic-link, naturalize, span, and self-reference behavior.\",\n },\n];\n\n/// Executable source fixture tied to a parity target.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct ParityFixture {\n target_name: &'static str,\n name: &'static str,\n language: &'static str,\n source: &'static str,\n expected_reconstruction: &'static str,\n capabilities: &'static [ParityCapability],\n}\n\nimpl ParityFixture {\n /// Target project name.\n #[must_use]\n pub const fn target_name(&self) -> &'static str {\n self.target_name\n }\n\n /// Fixture name.\n #[must_use]\n pub const fn name(&self) -> &'static str {\n self.name\n }\n\n /// Source language label used by the parser.\n #[must_use]\n pub const fn language(&self) -> &'static str {\n self.language\n }\n\n /// Source text exercised by the fixture.\n #[must_use]\n pub const fn source(&self) -> &'static str {\n self.source\n }\n\n /// Expected lossless reconstruction.\n #[must_use]\n pub const fn expected_reconstruction(&self) -> &'static str {\n self.expected_reconstruction\n }\n\n /// Capabilities exercised by this fixture.\n #[must_use]\n pub const fn capabilities(&self) -> &'static [ParityCapability] {\n self.capabilities\n }\n\n /// Parity target for this fixture.\n #[must_use]\n pub fn target(&self) -> &'static ParityTarget {\n PARITY_TARGETS\n .iter()\n .find(|target| target.name() == self.target_name)\n .expect(\"parity fixture target must exist\")\n }\n}\n\n/// Executable fixtures for every parity target called out by the founding issue.\npub const PARITY_FIXTURES: &[ParityFixture] = &[\n ParityFixture {\n target_name: \"tree-sitter\",\n name: \"markdown fenced rust with queryable tokens\",\n language: \"Markdown\",\n source: \"Intro\\n```rust\\nfn main() {}\\n```\\n\",\n expected_reconstruction: \"Intro\\n```rust\\nfn main() {}\\n```\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::ErrorRecovery,\n ParityCapability::MixedLanguageRegions,\n ParityCapability::QueryMatching,\n ],\n },\n ParityFixture {\n target_name: \"LibCST\",\n name: \"python round trip with indentation\",\n language: \"Python\",\n source: \"def f(x):\\n return x + 1\\n\",\n expected_reconstruction: \"def f(x):\\n return x + 1\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"Recast\",\n name: \"javascript comment preservation\",\n language: \"JavaScript\",\n source: \"const value = 1; // keep trivia\\n\",\n expected_reconstruction: \"const value = 1; // keep trivia\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"jscodeshift\",\n name: \"javascript transform input\",\n language: \"JavaScript\",\n source: \"const oldName = call(oldName);\\n\",\n expected_reconstruction: \"const oldName = call(oldName);\\n\",\n capabilities: &[\n ParityCapability::QueryMatching,\n ParityCapability::TransformBySubstitution,\n ParityCapability::SameLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"Rowan\",\n name: \"rust trivia preservation\",\n language: \"Rust\",\n source: \"fn main() {\\n // keep\\n}\\n\",\n expected_reconstruction: \"fn main() {\\n // keep\\n}\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ParityCapability::SnapshotVersioning,\n ],\n },\n ParityFixture {\n target_name: \"cstree\",\n name: \"rust checkpoint source\",\n language: \"Rust\",\n source: \"let checkpoint = value + 1;\\n\",\n expected_reconstruction: \"let checkpoint = value + 1;\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::SameLanguageReconstruction,\n ParityCapability::SnapshotVersioning,\n ],\n },\n ParityFixture {\n target_name: \"Roslyn\",\n name: \"csharp diagnostic recovery source\",\n language: \"C#\",\n source: \"class C { void M() { Console.WriteLine(1); } }\\n\",\n expected_reconstruction: \"class C { void M() { Console.WriteLine(1); } }\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::TriviaPreservation,\n ParityCapability::ErrorRecovery,\n ParityCapability::SameLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"links-notation\",\n name: \"lino tuple forms\",\n language: \"LiNo\",\n source: \"(lovesMama: loves mama)\\npapa has car\\n\",\n expected_reconstruction: \"(lovesMama: loves mama)\\npapa has car\\n\",\n capabilities: &[\n ParityCapability::LosslessParsing,\n ParityCapability::ObjectRoundTrip,\n ParityCapability::SelfDescription,\n ],\n },\n ParityFixture {\n target_name: \"link-cli\",\n name: \"substitution patterns\",\n language: \"LiNo\",\n source: \"((1: 1 1)) ((1: 1 2))\\n\",\n expected_reconstruction: \"((1: 1 1)) ((1: 1 2))\\n\",\n capabilities: &[ParityCapability::TransformBySubstitution],\n },\n ParityFixture {\n target_name: \"lino-objects-codec\",\n name: \"shared and circular references\",\n language: \"LiNo\",\n source: \"(object: object object)\\n(shared: object object)\\n\",\n expected_reconstruction: \"(object: object object)\\n(shared: object object)\\n\",\n capabilities: &[ParityCapability::ObjectRoundTrip],\n },\n ParityFixture {\n target_name: \"relative-meta-logic\",\n name: \"dependent type and paradox source\",\n language: \"RML\",\n source: \"(Type: Type Type)\\n(this_statement_is_false)\\n\",\n expected_reconstruction: \"(Type: Type Type)\\n(this_statement_is_false)\\n\",\n capabilities: &[\n ParityCapability::SemanticEvaluation,\n ParityCapability::SelfDescription,\n ],\n },\n ParityFixture {\n target_name: \"formal-ai\",\n name: \"formalization reconstruction source\",\n language: \"English\",\n source: \"Hawaii is a state.\\n\",\n expected_reconstruction: \"Hawaii is a state.\\n\",\n capabilities: &[\n ParityCapability::FormalizationRoundTrip,\n ParityCapability::SemanticEvaluation,\n ParityCapability::CrossLanguageReconstruction,\n ],\n },\n ParityFixture {\n target_name: \"meta-expression\",\n name: \"naturalization span source\",\n language: \"English\",\n source: \"1 + 1 = 2\\n\",\n expected_reconstruction: \"1 + 1 = 2\\n\",\n capabilities: &[\n ParityCapability::FormalizationRoundTrip,\n ParityCapability::TriviaPreservation,\n ParityCapability::CrossLanguageReconstruction,\n ],\n },\n];\n\n/// Family of language coverage targets.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub enum LanguageFamily {\n /// Markup or document container languages.\n Markup,\n /// Programming languages.\n Programming,\n /// Natural languages.\n Natural,\n}\n\n/// Language whose grammar or natural-language parser should be supported.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct LanguageTarget {\n name: &'static str,\n family: LanguageFamily,\n basis: &'static str,\n}\n\nimpl LanguageTarget {\n /// Language name.\n #[must_use]\n pub const fn name(&self) -> &'static str {\n self.name\n }\n\n /// Language family.\n #[must_use]\n pub const fn family(&self) -> LanguageFamily {\n self.family\n }\n\n /// Basis for including this target.\n #[must_use]\n pub const fn basis(&self) -> &'static str {\n self.basis\n }\n}\n\n/// Executable lossless parse fixture for a required language target.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct LanguageFixture {\n language: &'static str,\n source: &'static str,\n description: &'static str,\n}\n\nimpl LanguageFixture {\n /// Language label used by the parser.\n #[must_use]\n pub const fn language(&self) -> &'static str {\n self.language\n }\n\n /// 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LanguageTarget {\n name: \"Java\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"C++\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"C#\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"JavaScript\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"Visual Basic\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"R\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"SQL\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n LanguageTarget {\n name: \"Delphi/Object Pascal\",\n family: LanguageFamily::Programming,\n basis: \"TIOBE May 2026 top 10\",\n },\n];\n\n/// Initial top-ten natural-language 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LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Russian\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Portuguese\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n LanguageTarget {\n name: \"Urdu\",\n family: LanguageFamily::Natural,\n basis: \"Ethnologue/Britannica total-speaker top 10\",\n },\n];\n\n/// Executable fixtures for every language target requested by the founding issue.\npub const LANGUAGE_FIXTURES: &[LanguageFixture] = &[\n LanguageFixture {\n language: \"Markdown\",\n source: \"# Title\\n\\n```rust\\nfn main() {}\\n```\\n\",\n description: \"Markdown document with embedded fenced code\",\n },\n LanguageFixture {\n language: \"HTML\",\n source: \"<script>const x = 1;</script><style>.x { color: red; }</style><p style=\\\"color: blue\\\">text</p>\\n\",\n description: \"HTML document with script, style, and style-attribute regions\",\n },\n LanguageFixture {\n language: \"Python\",\n source: \"def f(x):\\n return x + 1\\n\",\n description: \"Python function with indentation\",\n },\n LanguageFixture {\n language: \"C\",\n source: \"int main(void) { return 0; }\\n\",\n description: \"C entry point\",\n },\n LanguageFixture {\n language: \"Java\",\n source: \"class Main { public static void main(String[] args) {} }\\n\",\n description: \"Java class entry point\",\n },\n LanguageFixture {\n language: \"C++\",\n source: \"int main() { return 0; }\\n\",\n description: \"C++ entry point\",\n },\n LanguageFixture {\n language: \"C#\",\n source: \"class C { static void Main() {} }\\n\",\n description: \"C# class entry point\",\n },\n LanguageFixture {\n language: \"JavaScript\",\n source: \"const value = 1;\\n\",\n description: \"JavaScript binding\",\n },\n LanguageFixture {\n language: \"Visual Basic\",\n source: \"Module Program\\nEnd Module\\n\",\n description: \"Visual Basic module\",\n },\n LanguageFixture {\n language: \"R\",\n source: \"value <- 1\\n\",\n description: \"R assignment\",\n },\n LanguageFixture {\n language: \"SQL\",\n source: \"SELECT 1;\\n\",\n description: \"SQL select statement\",\n },\n LanguageFixture {\n language: \"Delphi/Object Pascal\",\n source: \"program Demo;\\nbegin\\nend.\\n\",\n description: \"Delphi/Object Pascal program\",\n },\n LanguageFixture {\n language: \"English\",\n source: \"Hawaii is a state.\\n\",\n description: \"English formalization sentence\",\n },\n LanguageFixture {\n language: \"Mandarin Chinese\",\n source: \"你好。\\n\",\n description: \"Mandarin Chinese sentence\",\n },\n LanguageFixture {\n language: \"Hindi\",\n source: \"नमस्ते।\\n\",\n description: \"Hindi sentence\",\n },\n LanguageFixture {\n language: \"Spanish\",\n source: \"Hawaii es un estado.\\n\",\n description: \"Spanish reconstruction sentence\",\n },\n LanguageFixture {\n language: \"French\",\n source: \"Hawaii est un etat.\\n\",\n description: \"French reconstruction sentence\",\n },\n LanguageFixture {\n language: \"Modern Standard Arabic\",\n source: \"مرحبا.\\n\",\n description: \"Modern Standard Arabic sentence\",\n },\n LanguageFixture {\n language: \"Bengali\",\n source: \"নমস্কার।\\n\",\n description: \"Bengali sentence\",\n },\n LanguageFixture {\n language: \"Russian\",\n source: \"Гавайи это штат.\\n\",\n description: \"Russian reconstruction sentence\",\n },\n LanguageFixture {\n language: \"Portuguese\",\n source: \"Hawaii e um estado.\\n\",\n description: \"Portuguese reconstruction sentence\",\n },\n LanguageFixture {\n language: \"Urdu\",\n source: \"سلام۔\\n\",\n description: \"Urdu sentence\",\n },\n];\n\n/// Mixed-grammar embedding case that must become one unified links network.\n#[derive(Clone, Copy, Debug, PartialEq, Eq)]\npub struct GrammarEmbeddingTarget {\n host_language: &'static str,\n embedded_language: &'static str,\n trigger: &'static str,\n}\n\nimpl 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| [2026-06-05T22:45:33.763Z] [INFO] } | |
| [2026-06-05T22:45:33.763Z] [INFO] ], | |
| [2026-06-05T22:45:33.763Z] [INFO] "stop_reason": null, | |
| [2026-06-05T22:45:33.763Z] [INFO] "stop_sequence": null, | |
| [2026-06-05T22:45:33.763Z] [INFO] "stop_details": null, | |
| [2026-06-05T22:45:33.763Z] [INFO] "usage": { | |
| [2026-06-05T22:45:33.763Z] [INFO] "input_tokens": 2, | |
| [2026-06-05T22:45:33.763Z] [INFO] "cache_creation_input_tokens": 65485, | |
| [2026-06-05T22:45:33.763Z] [INFO] "cache_read_input_tokens": 0, | |
| [2026-06-05T22:45:33.763Z] [INFO] "cache_creation": { | |
| [2026-06-05T22:45:33.763Z] [INFO] "ephemeral_5m_input_tokens": 0, | |
| [2026-06-05T22:45:33.763Z] [INFO] "ephemeral_1h_input_tokens": 65485 | |
| [2026-06-05T22:45:33.763Z] [INFO] }, | |
| [2026-06-05T22:45:33.763Z] [INFO] "output_tokens": 7, | |
| [2026-06-05T22:45:33.763Z] [INFO] "service_tier": "standard", | |
| [2026-06-05T22:45:33.763Z] [INFO] "inference_geo": "not_available" | |
| [2026-06-05T22:45:33.763Z] [INFO] }, | |
| [2026-06-05T22:45:33.763Z] [INFO] "diagnostics": { | |
| [2026-06-05T22:45:33.763Z] [INFO] "cache_miss_reason": { | |
| [2026-06-05T22:45:33.763Z] [INFO] "type": "tools_changed", | |
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| [2026-06-05T22:45:33.763Z] [INFO] } | |
| [2026-06-05T22:45:33.763Z] [INFO] }, | |
| [2026-06-05T22:45:33.763Z] [INFO] "context_management": null | |
| [2026-06-05T22:45:33.763Z] [INFO] }, | |
| [2026-06-05T22:45:33.763Z] [INFO] "parent_tool_use_id": null, | |
| [2026-06-05T22:45:33.763Z] [INFO] "session_id": "e7670886-3e78-4e46-bbe7-9c5c86c2866b", | |
| [2026-06-05T22:45:33.763Z] [INFO] "uuid": "05023f5d-5d92-4102-af44-2951e6395778", | |
| [2026-06-05T22:45:33.763Z] [INFO] "request_id": "req_011CbkvXPbxHLx4ZAXHTotes" | |
| [2026-06-05T22:45:33.763Z] [INFO] } | |
| [2026-06-05T22:45:35.166Z] [INFO] { | |
| [2026-06-05T22:45:35.166Z] [INFO] "type": "assistant", | |
| [2026-06-05T22:45:35.166Z] [INFO] "message": { | |
| [2026-06-05T22:45:35.166Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-06-05T22:45:35.166Z] [INFO] "id": "msg_016ckbZJDdZeKDSs1AHjLMxN", | |
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| [2026-06-05T22:45:35.166Z] [INFO] "text": "I now have a thorough understanding. This is a planning/research/documentation issue: the deliverable is a deep case study in `docs/case-studies/issue-3/` that collects data, researches online, lists all requirements, proposes solution plans, surveys existing libraries, and breaks the work into implementable issues. Let me set up task tracking." | |
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| [2026-06-05T22:45:52.178Z] [INFO] "content": "=== CONTRIBUTING.md ===\n# Contributing to meta-language\n\nThis repository contains the Rust core for a self-describing meta language over\na links network. Contributions should keep the public API small, tested, and\naligned with the issue requirements.\n\n## Development Setup\n\n1. Install Rust with `rustup`.\n2. Install the standard tooling:\n\n ```bash\n rustup component add rustfmt clippy\n cargo install rust-script\n ```\n\n3. Build and test:\n\n ```bash\n cargo build\n cargo test\n ```\n\n## Code Standards\n\n- Model structural data as links and references to links.\n- Keep external parser terminology at API boundaries and translate it into the\n links-network model internally.\n- Prefer explicit metadata links or typed metadata over side tables.\n- Add focused tests for each new behavior.\n- Keep Rust tests under `tests/`; CI rejects `#[test]`, `#[cfg(test)]`, and\n `mod tests` markers under `src/`.\n- Use Rust documentation comments for public APIs.\n- Keep generated experiments in `experiments/` and real usage examples in\n `examples/`.\n\n## Local Checks\n\nRun these before pushing code:\n\n```bash\ncargo fmt --check\ncargo clippy --all-targets --all-features\ncargo test --all-features\nrust-script scripts/check-no-src-tests.rs\nrust-script scripts/check-file-size.rs\nrust-script scripts/check-crate-size.rs\n```\n\n## Changelog\n\nUser-facing changes need a fragment in `changelog.d/`:\n\n```markdown\n---\nbump: minor\n---\n\n### Added\n- Short description of the change.\n```\n\nUse `major` for incompatible API changes, `minor` for new backward-compatible\nfeatures, and `patch` for fixes.\n\n=== issue-38 README head ===\n# Issue 38 Case Study: Decouple Documentation Deployment From Package Release Publication\n\n## Summary\n\nIssue [#38](https://github.com/link-foundation/rust-ai-driven-development-pipeline-template/issues/38) reported that Rust API documentation deployment was coupled to package release publication in `.github/workflows/release.yml`. A failed package or GitHub release caused `deploy-docs` to be skipped, even when the package build had already succeeded and documentation could still be generated.\n\nThe fix changes `deploy-docs` to depend on `build`, gates it on `needs.build.result == 'success'`, and preserves the existing trigger intent: deploy docs on `main` pushes and manual `workflow_dispatch` runs with `release_mode == 'instant'`. The fix also cleans up release-script warning failures that were blocking the observed release path under `RUSTFLAGS=-Dwarnings`.\n\n## Collected Data\n\nRaw GitHub and template comparison data is stored in this directory:\n\n- `raw-data/issue-38.json` and `raw-data/issue-38-comments.json`: issue details and the latest issue comments.\n- `raw-data/pr-39.json`, `raw-data/pr-39-conversation-comments.json`, `raw-data/pr-39-review-comments.json`, and `raw-data/pr-39-reviews.json`: prepared PR data.\n- `raw-data/main-run-24465255225.json` and `raw-data/main-run-24465255225.log.gz`: Rust template `main` release run that reproduced the issue.\n- `raw-data/downstream-meta-before-run-24983875003.json` and `.log.gz`: downstream `meta-ontology` run before the same fix.\n- `raw-data/downstream-meta-after-run-24985948212.json` and `.log.gz`: downstream `meta-ontology` run after the same fix.\n- `raw-data/pr-run-25212295127.json` and `.log.gz`: initial PR branch CI run.\n- `raw-data/js-template-issue-search.json` and `raw-data/rust-template-issue-search.json`: search results for matching template issues.\n- `template-data/rust-template-release-before.yml` and `template-data/rust-template-release-after.yml`: before/after workflow snapshots.\n- `template-data/js-template-release.yml`, `template-data/js-template-links.yml`, and template tree files: JavaScript template comparison inputs.\n\nThe downloaded CI logs have more than 1500 lines, so the analysis references narrow uncompressed line ranges instead of embedding full logs.\n\n## Timeline\n\n- 2026-04-15 16:12:07 UTC: Rust template `main` release run `24465255225` started at commit `353d893ba0a26ecec6fb1ba1716b6a9ad27e1fef`.\n- 2026-04-15 16:13:54 to 16:14:09 UTC: `Build Package` succeeded in run `24465255225`.\n- 2026-04-15 16:14:11 to 16:15:21 UTC: `Auto Release` failed in run `24465255225`.\n- 2026-04-15 16:15:22 UTC: `Deploy Rust Documentation` was skipped in run `24465255225`, even though `Build Package` succeeded.\n- 2026-04-27 08:11:01 UTC: downstream `meta-ontology` run `24983875003` reproduced the same pattern: build succeeded, auto release failed, docs deploy skipped.\n- 2026-04-27 08:59:30 UTC: downstream `meta-ontology` run `24985948212`, after applying the same workflow dependency fix, showed `Auto Release` failing while `Deploy Rust Documentation` succeeded.\n- 2026-05-01 11:11:28 UTC: the Rust template issue was updated with a broader request to compare Rust and JavaScript templates, preserve evidence, and document the analysis.\n- 2026-05-01 11:12:08 UTC: PR [#39](https://github.com/link-foundation/rust-ai-driven-development-pipeline-template/pull/39) was created from `issue-38-325a287cfa55`.\n\n## Requirements\n\nThe issue and follow-up comment required:\n\n- Decouple documentation deployment from package release publication.\n\n=== changelog fragment example (snapshot versioning) ===\n## Minor Changes\n\n- Add immutable and mutable network snapshots with provenance and forward\n version commits for roadmap snapshot/versioning coverage.\n===\n---\nbump: minor\n---\n\n### Added\n- Added the initial `meta-language` links-network core with self-description roots,\n verification, trivia attachment configuration, and a minimal CLI.\n- Added the default lossless `parse` entry point, projection views, and a\n tested parity roadmap for competitor features, grammar embedding, and language\n coverage targets.\n- Added exact reconstruction, mixed-region detection, query matching,\n substitution rules, concept reconstruction, object identity helpers,\n many-valued truth values, and executable parity fixtures for every tracked\n competitor target.\n- Added executable language fixtures and tests for every requested Markdown,\n HTML, top-ten programming-language, and top-ten natural-language target.", | |
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| [2026-06-05T22:45:52.178Z] [INFO] "stdout": "=== CONTRIBUTING.md ===\n# Contributing to meta-language\n\nThis repository contains the Rust core for a self-describing meta language over\na links network. Contributions should keep the public API small, tested, and\naligned with the issue requirements.\n\n## Development Setup\n\n1. Install Rust with `rustup`.\n2. Install the standard tooling:\n\n ```bash\n rustup component add rustfmt clippy\n cargo install rust-script\n ```\n\n3. Build and test:\n\n ```bash\n cargo build\n cargo test\n ```\n\n## Code Standards\n\n- Model structural data as links and references to links.\n- Keep external parser terminology at API boundaries and translate it into the\n links-network model internally.\n- Prefer explicit metadata links or typed metadata over side tables.\n- Add focused tests for each new behavior.\n- Keep Rust tests under `tests/`; CI rejects `#[test]`, `#[cfg(test)]`, and\n `mod tests` markers under `src/`.\n- Use Rust documentation comments for public APIs.\n- Keep generated experiments in `experiments/` and real usage examples in\n `examples/`.\n\n## Local Checks\n\nRun these before pushing code:\n\n```bash\ncargo fmt --check\ncargo clippy --all-targets --all-features\ncargo test --all-features\nrust-script scripts/check-no-src-tests.rs\nrust-script scripts/check-file-size.rs\nrust-script scripts/check-crate-size.rs\n```\n\n## Changelog\n\nUser-facing changes need a fragment in `changelog.d/`:\n\n```markdown\n---\nbump: minor\n---\n\n### Added\n- Short description of the change.\n```\n\nUse `major` for incompatible API changes, `minor` for new backward-compatible\nfeatures, and `patch` for fixes.\n\n=== issue-38 README head ===\n# Issue 38 Case Study: Decouple Documentation Deployment From Package Release Publication\n\n## Summary\n\nIssue [#38](https://github.com/link-foundation/rust-ai-driven-development-pipeline-template/issues/38) reported that Rust API documentation deployment was coupled to package release publication in `.github/workflows/release.yml`. A failed package or GitHub release caused `deploy-docs` to be skipped, even when the package build had already succeeded and documentation could still be generated.\n\nThe fix changes `deploy-docs` to depend on `build`, gates it on `needs.build.result == 'success'`, and preserves the existing trigger intent: deploy docs on `main` pushes and manual `workflow_dispatch` runs with `release_mode == 'instant'`. The fix also cleans up release-script warning failures that were blocking the observed release path under `RUSTFLAGS=-Dwarnings`.\n\n## Collected Data\n\nRaw GitHub and template comparison data is stored in this directory:\n\n- `raw-data/issue-38.json` and `raw-data/issue-38-comments.json`: issue details and the latest issue comments.\n- `raw-data/pr-39.json`, `raw-data/pr-39-conversation-comments.json`, `raw-data/pr-39-review-comments.json`, and `raw-data/pr-39-reviews.json`: prepared PR data.\n- `raw-data/main-run-24465255225.json` and `raw-data/main-run-24465255225.log.gz`: Rust template `main` release run that reproduced the issue.\n- `raw-data/downstream-meta-before-run-24983875003.json` and `.log.gz`: downstream `meta-ontology` run before the same fix.\n- `raw-data/downstream-meta-after-run-24985948212.json` and `.log.gz`: downstream `meta-ontology` run after the same fix.\n- `raw-data/pr-run-25212295127.json` and `.log.gz`: initial PR branch CI run.\n- `raw-data/js-template-issue-search.json` and `raw-data/rust-template-issue-search.json`: search results for matching template issues.\n- `template-data/rust-template-release-before.yml` and `template-data/rust-template-release-after.yml`: before/after workflow snapshots.\n- `template-data/js-template-release.yml`, `template-data/js-template-links.yml`, and template tree files: JavaScript template comparison inputs.\n\nThe downloaded CI logs have more than 1500 lines, so the analysis references narrow uncompressed line ranges instead of embedding full logs.\n\n## Timeline\n\n- 2026-04-15 16:12:07 UTC: Rust template `main` release run `24465255225` started at commit `353d893ba0a26ecec6fb1ba1716b6a9ad27e1fef`.\n- 2026-04-15 16:13:54 to 16:14:09 UTC: `Build Package` succeeded in run `24465255225`.\n- 2026-04-15 16:14:11 to 16:15:21 UTC: `Auto Release` failed in run `24465255225`.\n- 2026-04-15 16:15:22 UTC: `Deploy Rust Documentation` was skipped in run `24465255225`, even though `Build Package` succeeded.\n- 2026-04-27 08:11:01 UTC: downstream `meta-ontology` run `24983875003` reproduced the same pattern: build succeeded, auto release failed, docs deploy skipped.\n- 2026-04-27 08:59:30 UTC: downstream `meta-ontology` run `24985948212`, after applying the same workflow dependency fix, showed `Auto Release` failing while `Deploy Rust Documentation` succeeded.\n- 2026-05-01 11:11:28 UTC: the Rust template issue was updated with a broader request to compare Rust and JavaScript templates, preserve evidence, and document the analysis.\n- 2026-05-01 11:12:08 UTC: PR [#39](https://github.com/link-foundation/rust-ai-driven-development-pipeline-template/pull/39) was created from `issue-38-325a287cfa55`.\n\n## Requirements\n\nThe issue and follow-up comment required:\n\n- Decouple documentation deployment from package release publication.\n\n=== changelog fragment example (snapshot versioning) ===\n## Minor Changes\n\n- Add immutable and mutable network snapshots with provenance and forward\n version commits for roadmap snapshot/versioning coverage.\n===\n---\nbump: minor\n---\n\n### Added\n- Added the initial `meta-language` links-network core with self-description roots,\n verification, trivia attachment configuration, and a minimal CLI.\n- Added the default lossless `parse` entry point, projection views, and a\n tested parity roadmap for competitor features, grammar embedding, and language\n coverage targets.\n- Added exact reconstruction, mixed-region detection, query matching,\n substitution rules, concept reconstruction, object identity helpers,\n many-valued truth values, and executable parity fixtures for every tracked\n competitor target.\n- Added executable language fixtures and tests for every requested Markdown,\n HTML, top-ten programming-language, and top-ten natural-language target.", | |
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| [2026-06-05T22:45:55.395Z] [INFO] "role": "assistant", | |
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| [2026-06-05T22:45:55.395Z] [INFO] { | |
| [2026-06-05T22:45:55.395Z] [INFO] "type": "tool_use", | |
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| [2026-06-05T22:45:55.395Z] [INFO] "command": "mkdir -p docs/case-studies/issue-3/raw-data && cd docs/case-studies/issue-3/raw-data && \\\ngh issue view 3 --repo link-foundation/meta-language --json number,title,body,labels,state,createdAt,author,url > issue-3.json && \\\ngh api repos/link-foundation/meta-language/issues/3/comments --paginate > issue-3-comments.json && \\\ngh issue view 1 --repo link-foundation/meta-language --json number,title,body,labels,state,createdAt,author,url,closedAt > issue-1.json && \\\ngh api repos/link-foundation/meta-language/issues/1/comments --paginate > issue-1-comments.json && \\\ngh pr view 2 --repo link-foundation/meta-language --json number,title,body,state,mergedAt,files,additions,deletions,url > pr-2.json && \\\ngh pr view 4 --repo link-foundation/meta-language --json number,title,body,state,url,headRefName > pr-4.json && \\\necho \"Data collected:\" && ls -la && echo \"--- issue-1 comment count ---\" && jq 'length' issue-1-comments.json", | |
| [2026-06-05T22:45:55.395Z] [INFO] "description": "Collect GitHub issue and PR data" | |
| [2026-06-05T22:45:55.395Z] [INFO] }, | |
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| [2026-06-05T22:46:31.614Z] [INFO] } | |
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| [2026-06-05T22:46:32.533Z] [INFO] { | |
| [2026-06-05T22:46:32.533Z] [INFO] "type": "assistant", | |
| [2026-06-05T22:46:32.533Z] [INFO] "message": { | |
| [2026-06-05T22:46:32.533Z] [INFO] "model": "claude-opus-4-8", | |
| [2026-06-05T22:46:32.533Z] [INFO] "id": "msg_01Qbx6bxEqm1Nc5MFZu5fD9U", | |
| [2026-06-05T22:46:32.533Z] [INFO] "type": "message", | |
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| [2026-06-05T22:46:32.533Z] [INFO] { | |
| [2026-06-05T22:46:32.533Z] [INFO] "type": "text", | |
| [2026-06-05T22:46:32.533Z] [INFO] "text": "Web access works and TIOBE data is confirmed. Now I'll fan out the heavy online research across parallel subagents while I continue with data collection myself. Let me launch independent research agents." | |
| [2026-06-05T22:46:32.533Z] [INFO] } | |
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| [2026-06-05T22:46:45.241Z] [INFO] "model": "claude-opus-4-8", | |
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| [2026-06-05T22:46:45.241Z] [INFO] "type": "message", | |
| [2026-06-05T22:46:45.241Z] [INFO] "role": "assistant", | |
| [2026-06-05T22:46:45.241Z] [INFO] "content": [ | |
| [2026-06-05T22:46:45.241Z] [INFO] { | |
| [2026-06-05T22:46:45.241Z] [INFO] "type": "tool_use", | |
| [2026-06-05T22:46:45.241Z] [INFO] "id": "toolu_01QvHLsViiQ15iqD2oXHj6SJ", | |
| [2026-06-05T22:46:45.241Z] [INFO] "name": "Agent", | |
| [2026-06-05T22:46:45.241Z] [INFO] "input": { | |
| [2026-06-05T22:46:45.241Z] [INFO] "description": "Research competitor test suites", | |
| [2026-06-05T22:46:45.241Z] [INFO] "prompt": "I'm writing a deep case study for the `link-foundation/meta-language` Rust project, which aims to be a universal, self-describing \"links network\" that can losslessly represent the CST/AST of ANY programming or natural language, then transform and reconstruct it (including cross-language). The project explicitly wants to \"copy all the tests from competitors\" to prove feature parity so competitor users can transition smoothly.\n\nYour job: research the TEST SUITES and feature sets of these competitor / reference projects, so I can plan how to adapt their tests into our Rust crate's fixtures. Use web search and fetch real pages (GitHub repos, docs). For EACH project below, report:\n1. Where its tests live (directory paths in the repo), and the test FORMAT (e.g. tree-sitter's `test/corpus/*.txt` S-expression format, snapshot tests, unit tests).\n2. Approximate test counts / categories (e.g. parsing, error-recovery, highlighting, queries, round-trip).\n3. The KEY FEATURES it is known for (what we must match).\n4. The software LICENSE (important: we may copy/adapt tests, so note if MIT/Apache/BSD vs restrictive).\n5. A concrete suggestion for how to adapt 2-3 representative test cases into a lossless \"parse → reconstruct byte-for-byte\" + \"query\" + \"transform\" fixture.\n\nProjects:\n- tree-sitter (github.com/tree-sitter/tree-sitter) — corpus tests, query tests, highlight tests, error recovery.\n- LibCST (github.com/Instagram/LibCST) — Python lossless CST, roundtrip fixtures.\n- Recast (github.com/benjamn/recast) — JS/TS parse-print preservation.\n- jscodeshift (github.com/facebook/jscodeshift) — JS/TS codemod transforms.\n- Rowan (github.com/rust-analyzer/rowan) and cstree (github.com/domenicquirl/cstree) — Rust lossless syntax trees, green/red trees, checkpoints.\n- Roslyn (github.com/dotnet/roslyn) — C# syntax trees, trivia, diagnostics.\n\nReturn a single well-structured markdown report with a section per project, each fact accompanied by a source URL. Be concrete and factual; quote directory paths and file names where possible. Do NOT speculate — if you can't verify something, say so. End with a short \"Test-adoption strategy\" subsection summarizing the common patterns (lossless round-trip, error recovery, query matching, transform) that recur across all of them.", | |
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| [2026-06-05T22:46:45.241Z] [INFO] "inference_geo": "not_available" | |
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| [2026-06-05T22:46:45.241Z] [INFO] } | |
| [2026-06-05T22:46:45.243Z] [INFO] 🤖 Sub-agent call #1: "Research competitor test suites" (model: default) | |
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| [2026-06-05T22:46:45.266Z] [INFO] "text": "I'm writing a deep case study for the `link-foundation/meta-language` Rust project, which aims to be a universal, self-describing \"links network\" that can losslessly represent the CST/AST of ANY programming or natural language, then transform and reconstruct it (including cross-language). The project explicitly wants to \"copy all the tests from competitors\" to prove feature parity so competitor users can transition smoothly.\n\nYour job: research the TEST SUITES and feature sets of these competitor / reference projects, so I can plan how to adapt their tests into our Rust crate's fixtures. Use web search and fetch real pages (GitHub repos, docs). For EACH project below, report:\n1. Where its tests live (directory paths in the repo), and the test FORMAT (e.g. tree-sitter's `test/corpus/*.txt` S-expression format, snapshot tests, unit tests).\n2. Approximate test counts / categories (e.g. parsing, error-recovery, highlighting, queries, round-trip).\n3. The KEY FEATURES it is known for (what we must match).\n4. The software LICENSE (important: we may copy/adapt tests, so note if MIT/Apache/BSD vs restrictive).\n5. A concrete suggestion for how to adapt 2-3 representative test cases into a lossless \"parse → reconstruct byte-for-byte\" + \"query\" + \"transform\" fixture.\n\nProjects:\n- tree-sitter (github.com/tree-sitter/tree-sitter) — corpus tests, query tests, highlight tests, error recovery.\n- LibCST (github.com/Instagram/LibCST) — Python lossless CST, roundtrip fixtures.\n- Recast (github.com/benjamn/recast) — JS/TS parse-print preservation.\n- jscodeshift (github.com/facebook/jscodeshift) — JS/TS codemod transforms.\n- Rowan (github.com/rust-analyzer/rowan) and cstree (github.com/domenicquirl/cstree) — Rust lossless syntax trees, green/red trees, checkpoints.\n- Roslyn (github.com/dotnet/roslyn) — C# syntax trees, trivia, diagnostics.\n\nReturn a single well-structured markdown report with a section per project, each fact accompanied by a source URL. Be concrete and factual; quote directory paths and file names where possible. Do NOT speculate — if you can't verify something, say so. End with a short \"Test-adoption strategy\" subsection summarizing the common patterns (lossless round-trip, error recovery, query matching, transform) that recur across all of them." | |
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The initial crate focuses on the common structural substrate:\n5\tlinks, references, source spans, parse status metadata, configurable trivia\n6\tattachment, self-description roots, and verification that a parsed region is\n7\tclean.\n8\t\n9\t## What Is Implemented\n10\t\n11\t- A mutable `LinkNetwork` where every item is a link.\n12\t- Self-referential point links, so a point is represented without introducing a\n13\t separate primitive.\n14\t- Relation links as ordinary links with ordered references to other links.\n15\t- Field labels as explicit links instead of side-table metadata.\n16\t- Source metadata: link type, named/anonymous flag, byte range, row/column\n17\t points, and `is_error`, `has_error`, `is_missing`, `is_extra` flags.\n18\t- `verify_full_match()` for reporting error and missing links in a selected\n19\t source region.\n20\t- `parse()` as the default lossless parse entry point; the explicit\n21\t `parse_lossless_text()` boundary remains available.\n22\t- `reconstruct_text()` for byte-for-byte reconstruction from non-missing token\n23\t links ordered by source span.\n24\t- `projected_links()` for viewing the same lossless network as concrete syntax,\n25\t abstract syntax, or semantic-only data by stripping lower-level preservation\n26\t links from the view.\n27\t- `NetworkSnapshot` and `MutableNetworkSnapshot` for immutable versioned\n28\t snapshots, editable forks, provenance, and forward commits.\n29\t- `ParseConfiguration` with containment-link, token-link, or combined trivia\n30\t attachment policies.\n31\t- Mixed-region links for Markdown fenced code and HTML regions, plus HTML\n32\t script, style, and style-attribute regions.\n33\t- `LinkQuery` for structural matching by link type, term, language, and named\n34\t flag.\n35\t- `SubstitutionRule` / `apply_substitution()` for the link-cli-style\n36\t match-and-substitute operation.\n37\t- Concept-to-language syntax mappings for cross-language reconstruction.\n38\t- Object-identity links and many-valued `TruthValue` semantics.\n39\t- A testable parity registry and `PARITY_FIXTURES` for executable competitor\n40\t and ecosystem feature gates.\n41\t- `LANGUAGE_FIXTURES` with lossless parse/reconstruction samples for every\n42\t required markup, programming-language, and natural-language target.\n43\t- Coverage targets for full Markdown and HTML support, mixed grammar embedding,\n44\t ten programming-language parser targets, and ten natural-language parser\n45\t targets.\n46\t- Self-description roots for `link`, `reference`, `relation link`, `language`,\n47\t `grammar`, `type`, `concept`, `point`, `field`, `trivia`, `region`, and\n48\t `object`.\n49\t- A lossless text parser boundary that preserves tokens, trivia, recovery\n50\t markers, and mixed-region metadata behind the same representation.\n51\t\n52\t## Usage\n53\t\n54\t```rust\n55\tuse meta_language::{LinkNetwork, ParseConfiguration};\n56\t\n57\tlet network = LinkNetwork::parse(\"alpha beta\", \"plain-text\", ParseConfiguration::default());\n58\tlet report = network.verify_full_match(None);\n59\t\n60\tassert!(report.is_clean());\n61\tassert_eq!(network.reconstruct_text(), \"alpha beta\");\n62\t```\n63\t\n64\tThe default parse path is lossless. Callers that need a narrower view can use a\n65\tprojection without mutating the original network:\n66\t\n67\t```rust\n68\tuse meta_language::{LinkNetwork, NetworkProjection, ParseConfiguration};\n69\t\n70\tlet network = LinkNetwork::parse(\"alpha beta\", \"plain-text\", ParseConfiguration::default());\n71\tlet abstract_links = network\n72\t .projected_links(NetworkProjection::AbstractSyntax)\n73\t .count();\n74\t\n75\tassert!(abstract_links < network.len());\n76\t```\n77\t\n78\t## CLI\n79\t\n80\t```bash\n81\tcargo run -- describe\n82\tcargo run -- verify --language plain-text --text \"alpha beta\"\n83\t```\n84\t\n85\t`describe` prints the built-in self-description roots. `verify` parses the text\n86\twith the lossless text boundary and exits successfully when the resulting region\n87\thas no error or missing links.\n88\t\n89\t## Parity Implementation\n90\t\n91\tThe crate exposes `PARITY_TARGETS`, `MARKUP_LANGUAGE_TARGETS`,\n92\t`PROGRAMMING_LANGUAGE_TARGETS`, `NATURAL_LANGUAGE_TARGETS`, and\n93\t`GRAMMAR_EMBEDDING_TARGETS` so comparison scope is part of the tested Rust API.\n94\tIt also exposes `PARITY_FIXTURES`, with executable fixtures covering every\n95\tadvertised target capability, and `LANGUAGE_FIXTURES`, with a lossless fixture\n96\tfor every requested language target.\n97\tThe current registry tracks tree-sitter, LibCST, Recast, jscodeshift, Rowan,\n98\tcstree, Roslyn, links-notation, link-cli, lino-objects-codec,\n99\trelative-meta-logic, formal-ai, and meta-expression.\n100\t\n101\tSee [docs/parity-roadmap.md](docs/parity-roadmap.md) for the feature matrix,\n102\texecutable fixture gates, and language coverage targets.\n103\t\n104\t## Development\n105\t\n106\t```bash\n107\tcargo fmt --check\n108\tcargo clippy --all-targets --all-features\n109\tcargo test --all-features\n110\trust-script scripts/check-no-src-tests.rs\n111\t```\n112\t\n113\tThis repository uses changelog fragments in `changelog.d/`; code changes should\n114\tinclude a fragment with the intended semantic-version bump.\n115\t" | |
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| [2026-06-05T22:47:14.952Z] [INFO] "content": "# Tree-sitter Test Format Overview\n\n## Test Location and Structure\n\nTests are stored in the **`test/corpus/` directory** within your parser's root folder. Files typically follow naming conventions like `test/corpus/statements.txt` and use a standardized format for defining test cases.\n\n## Corpus File Format\n\nEach test in a `.txt` file follows this structure:\n\n1. **Test Name**: Enclosed between lines of `=` characters\n2. **Input Code**: The source code being tested\n3. **Delimiter**: A line with three or more `-` characters separating input from output\n4. **Expected Output**: An S-expression showing the syntax tree\n\nAs documented: \"The **name** of each test is written between two lines containing only `=` (equal sign) characters. Then the **input source code** is written, followed by a line containing three or more `-` (dash) characters. Then, the **expected output syntax tree** is written as an S-expression.\"\n\n## Optional Field Names\n\nTests can include field name annotations before node definitions in the S-expression, formatted as `name: (node)`.\n\n## Test Attributes\n\nAttributes provide test metadata, placed below the test name with a `:` prefix:\n\n- `:skip` — Disables test execution\n- `:error` — Asserts parse errors exist\n- `:fail-fast` — Stops testing if this test fails\n- `:platform(PLATFORM)` — Runs on specific OS (matches Rust's `std::env::consts::OS`)\n- `:language(LANG)` — Selects parser for multi-parser repositories\n- `:cst` — Outputs CST format instead of S-expressions\n\n## Execution\n\nRun tests with `tree-sitter test` or target specific tests: `tree-sitter test -i 'Test Name'`. Use `tree-sitter test -u` to auto-update syntax trees after grammar modifications." | |
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| [2026-06-05T22:47:15.419Z] [INFO] "content": "1\t# meta-language\n2\t\n3\tA Rust foundation for a universal, self-describing meta language backed by a\n4\tlinks network. The initial crate focuses on the common structural substrate:\n5\tlinks, references, source spans, parse status metadata, configurable trivia\n6\tattachment, self-description roots, and verification that a parsed region is\n7\tclean.\n8\t\n9\t## What Is Implemented\n10\t\n11\t- A mutable `LinkNetwork` where every item is a link.\n12\t- Self-referential point links, so a point is represented without introducing a\n13\t separate primitive.\n14\t- Relation links as ordinary links with ordered references to other links.\n15\t- Field labels as explicit links instead of side-table metadata.\n16\t- Source metadata: link type, named/anonymous flag, byte range, row/column\n17\t points, and `is_error`, `has_error`, `is_missing`, `is_extra` flags.\n18\t- `verify_full_match()` for reporting error and missing links in a selected\n19\t source region.\n20\t- `parse()` as the default lossless parse entry point; the explicit\n21\t `parse_lossless_text()` boundary remains available.\n22\t- `reconstruct_text()` for byte-for-byte reconstruction from non-missing token\n23\t links ordered by source span.\n24\t- `projected_links()` for viewing the same lossless network as concrete syntax,\n25\t abstract syntax, or semantic-only data by stripping lower-level preservation\n26\t links from the view.\n27\t- `NetworkSnapshot` and `MutableNetworkSnapshot` for immutable versioned\n28\t snapshots, editable forks, provenance, and forward commits.\n29\t- `ParseConfiguration` with containment-link, token-link, or combined trivia\n30\t attachment policies.\n31\t- Mixed-region links for Markdown fenced code and HTML regions, plus HTML\n32\t script, style, and style-attribute regions.\n33\t- `LinkQuery` for structural matching by link type, term, language, and named\n34\t flag.\n35\t- `SubstitutionRule` / `apply_substitution()` for the link-cli-style\n36\t match-and-substitute operation.\n37\t- Concept-to-language syntax mappings for cross-language reconstruction.\n38\t- Object-identity links and many-valued `TruthValue` semantics.\n39\t- A testable parity registry and `PARITY_FIXTURES` for executable competitor\n40\t and ecosystem feature gates.\n41\t- `LANGUAGE_FIXTURES` with lossless parse/reconstruction samples for every\n42\t required markup, programming-language, and natural-language target.\n43\t- Coverage targets for full Markdown and HTML support, mixed grammar embedding,\n44\t ten programming-language parser targets, and ten natural-language parser\n45\t targets.\n46\t- Self-description roots for `link`, `reference`, `relation link`, `language`,\n47\t `grammar`, `type`, `concept`, `point`, `field`, `trivia`, `region`, and\n48\t `object`.\n49\t- A lossless text parser boundary that preserves tokens, trivia, recovery\n50\t markers, and mixed-region metadata behind the same representation.\n51\t\n52\t## Usage\n53\t\n54\t```rust\n55\tuse meta_language::{LinkNetwork, ParseConfiguration};\n56\t\n57\tlet network = LinkNetwork::parse(\"alpha beta\", \"plain-text\", ParseConfiguration::default());\n58\tlet report = network.verify_full_match(None);\n59\t\n60\tassert!(report.is_clean());\n61\tassert_eq!(network.reconstruct_text(), \"alpha beta\");\n62\t```\n63\t\n64\tThe default parse path is lossless. Callers that need a narrower view can use a\n65\tprojection without mutating the original network:\n66\t\n67\t```rust\n68\tuse meta_language::{LinkNetwork, NetworkProjection, ParseConfiguration};\n69\t\n70\tlet network = LinkNetwork::parse(\"alpha beta\", \"plain-text\", ParseConfiguration::default());\n71\tlet abstract_links = network\n72\t .projected_links(NetworkProjection::AbstractSyntax)\n73\t .count();\n74\t\n75\tassert!(abstract_links < network.len());\n76\t```\n77\t\n78\t## CLI\n79\t\n80\t```bash\n81\tcargo run -- describe\n82\tcargo run -- verify --language plain-text --text \"alpha beta\"\n83\t```\n84\t\n85\t`describe` prints the built-in self-description roots. `verify` parses the text\n86\twith the lossless text boundary and exits successfully when the resulting region\n87\thas no error or missing links.\n88\t\n89\t## Parity Implementation\n90\t\n91\tThe crate exposes `PARITY_TARGETS`, `MARKUP_LANGUAGE_TARGETS`,\n92\t`PROGRAMMING_LANGUAGE_TARGETS`, `NATURAL_LANGUAGE_TARGETS`, and\n93\t`GRAMMAR_EMBEDDING_TARGETS` so comparison scope is part of the tested Rust API.\n94\tIt also exposes `PARITY_FIXTURES`, with executable fixtures covering every\n95\tadvertised target capability, and `LANGUAGE_FIXTURES`, with a lossless fixture\n96\tfor every requested language target.\n97\tThe current registry tracks tree-sitter, LibCST, Recast, jscodeshift, Rowan,\n98\tcstree, Roslyn, links-notation, link-cli, lino-objects-codec,\n99\trelative-meta-logic, formal-ai, and meta-expression.\n100\t\n101\tSee [docs/parity-roadmap.md](docs/parity-roadmap.md) for the feature matrix,\n102\texecutable fixture gates, and language coverage targets.\n103\t\n104\t## Development\n105\t\n106\t```bash\n107\tcargo fmt --check\n108\tcargo clippy --all-targets --all-features\n109\tcargo test --all-features\n110\trust-script scripts/check-no-src-tests.rs\n111\t```\n112\t\n113\tThis repository uses changelog fragments in `changelog.d/`; code changes should\n114\tinclude a fragment with the intended semantic-version bump.\n115\t" | |
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| [2026-06-05T22:47:18.746Z] [INFO] }, | |
| [2026-06-05T22:47:18.746Z] [INFO] "parent_tool_use_id": null, | |
| [2026-06-05T22:47:18.746Z] [INFO] "session_id": "e7670886-3e78-4e46-bbe7-9c5c86c2866b", | |
| [2026-06-05T22:47:18.746Z] [INFO] "uuid": "8a906b41-5fb8-4306-bd59-42793d1418eb", | |
| [2026-06-05T22:47:18.746Z] [INFO] "request_id": "req_011CbkvcPhJePqQboZmPAFuV" | |
| [2026-06-05T22:47:18.746Z] [INFO] } | |
| [2026-06-05T22:47:18.746Z] [INFO] 🤖 Sub-agent call #3: "Research link-foundation ecosystem" (model: default) | |
| [2026-06-05T22:47:18.752Z] [INFO] { | |
| [2026-06-05T22:47:18.752Z] [INFO] "type": "system", | |
| [2026-06-05T22:47:18.752Z] [INFO] "subtype": "task_started", | |
| [2026-06-05T22:47:18.752Z] [INFO] "task_id": "a441f5929f81f8a09", | |
| [2026-06-05T22:47:18.752Z] [INFO] "tool_use_id": "toolu_01G4acajoBkoJYvPtnMgSmm1", | |
| [2026-06-05T22:47:18.752Z] [INFO] "description": "Research link-foundation ecosystem", | |
| [2026-06-05T22:47:18.752Z] [INFO] "subagent_type": "general-purpose", | |
| [2026-06-05T22:47:18.752Z] [INFO] "task_type": "local_agent", | |
| [ |
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