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solution-draft-log-pr-1768709668250.txt
# Solve.mjs Log - 2026-01-18T04:02:32.985Z
[2026-01-18T04:02:32.986Z] [INFO] 📁 Log file: /home/hive/solve-2026-01-18T04-02-32-985Z.log
[2026-01-18T04:02:32.987Z] [INFO] (All output will be logged here)
[2026-01-18T04:02:33.643Z] [INFO]
[2026-01-18T04:02:33.644Z] [INFO] 🚀 solve v1.4.0
[2026-01-18T04:02:33.644Z] [INFO] 🔧 Raw command executed:
[2026-01-18T04:02:33.645Z] [INFO] /home/hive/.nvm/versions/node/v20.19.6/bin/node /home/hive/.bun/bin/solve https://github.com/MILANA808/milana_site/issues/16#issuecomment-3764878762 --attach-logs --verbose --no-tool-check --auto-resume-on-limit-reset --tokens-budget-stats
[2026-01-18T04:02:33.645Z] [INFO]
[2026-01-18T04:02:33.658Z] [INFO]
[2026-01-18T04:02:33.659Z] [WARNING] ⚠️ SECURITY WARNING: --attach-logs is ENABLED
[2026-01-18T04:02:33.659Z] [INFO]
[2026-01-18T04:02:33.660Z] [INFO] This option will upload the complete solution draft log file to the Pull Request.
[2026-01-18T04:02:33.660Z] [INFO] The log may contain sensitive information such as:
[2026-01-18T04:02:33.660Z] [INFO] • API keys, tokens, or secrets
[2026-01-18T04:02:33.660Z] [INFO] • File paths and directory structures
[2026-01-18T04:02:33.660Z] [INFO] • Command outputs and error messages
[2026-01-18T04:02:33.661Z] [INFO] • Internal system information
[2026-01-18T04:02:33.661Z] [INFO]
[2026-01-18T04:02:33.661Z] [INFO] ⚠️ DO NOT use this option with public repositories or if the log
[2026-01-18T04:02:33.662Z] [INFO] might contain sensitive data that should not be shared publicly.
[2026-01-18T04:02:33.662Z] [INFO]
[2026-01-18T04:02:33.662Z] [INFO] Continuing in 5 seconds... (Press Ctrl+C to abort)
[2026-01-18T04:02:33.662Z] [INFO]
[2026-01-18T04:02:38.668Z] [INFO]
[2026-01-18T04:02:38.690Z] [INFO] 💾 Disk space check: 54449MB available (2048MB required) ✅
[2026-01-18T04:02:38.692Z] [INFO] 🧠 Memory check: 10188MB available, swap: 4095MB (0MB used), total: 14283MB (256MB required) ✅
[2026-01-18T04:02:38.711Z] [INFO] ⏩ Skipping tool connection validation (dry-run mode or skip-tool-connection-check enabled)
[2026-01-18T04:02:38.711Z] [INFO] ⏩ Skipping GitHub authentication check (dry-run mode or skip-tool-connection-check enabled)
[2026-01-18T04:02:38.712Z] [INFO] 📋 URL validation:
[2026-01-18T04:02:38.712Z] [INFO] Input URL: https://github.com/MILANA808/milana_site/issues/16#issuecomment-3764878762
[2026-01-18T04:02:38.712Z] [INFO] Is Issue URL: true
[2026-01-18T04:02:38.712Z] [INFO] Is PR URL: false
[2026-01-18T04:02:38.712Z] [INFO] 🔍 Checking repository access for auto-fork...
[2026-01-18T04:02:39.542Z] [INFO] Repository visibility: public
[2026-01-18T04:02:39.543Z] [INFO] ✅ Auto-fork: No write access detected, enabling fork mode
[2026-01-18T04:02:39.543Z] [INFO] ✅ Repository access check: Skipped (fork mode enabled)
[2026-01-18T04:02:39.858Z] [INFO] Repository visibility: public
[2026-01-18T04:02:39.859Z] [INFO] Auto-cleanup default: false (repository is public)
[2026-01-18T04:02:39.860Z] [INFO] 🔍 Auto-continue enabled: Checking for existing PRs for issue #16...
[2026-01-18T04:02:41.141Z] [INFO] 📝 No existing PRs found for issue #16 - creating new PR
[2026-01-18T04:02:41.141Z] [INFO] 📝 Issue mode: Working with issue #16
[2026-01-18T04:02:41.142Z] [INFO]
Creating temporary directory: /tmp/gh-issue-solver-1768708961142
[2026-01-18T04:02:41.145Z] [INFO]
🍴 Fork mode: ENABLED
[2026-01-18T04:02:41.145Z] [INFO] Checking fork status...
[2026-01-18T04:02:41.438Z] [INFO] 🔍 Detecting fork conflicts...
[2026-01-18T04:02:42.300Z] [INFO] ✅ No fork conflict: Safe to proceed
[2026-01-18T04:02:42.874Z] [INFO] 🔄 Creating fork...
[2026-01-18T04:02:44.910Z] [INFO] ✅ Fork created: konard/MILANA808-milana_site
[2026-01-18T04:02:44.911Z] [INFO] 🔍 Verifying fork: Checking accessibility...
[2026-01-18T04:02:45.454Z] [INFO] ✅ Fork verified: konard/MILANA808-milana_site is accessible
[2026-01-18T04:02:45.455Z] [INFO] ⏳ Waiting: For fork to be fully ready...
[2026-01-18T04:02:48.460Z] [INFO]
📥 Cloning repository: konard/MILANA808-milana_site
[2026-01-18T04:02:49.586Z] [INFO] ✅ Cloned to: /tmp/gh-issue-solver-1768708961142
[2026-01-18T04:02:49.632Z] [INFO] 🔗 Setting upstream: MILANA808/milana_site
[2026-01-18T04:02:49.680Z] [INFO] ℹ️ Upstream exists: Using existing upstream remote
[2026-01-18T04:02:49.681Z] [INFO] 🔄 Fetching upstream...
[2026-01-18T04:02:50.018Z] [INFO] ✅ Upstream fetched: Successfully
[2026-01-18T04:02:50.019Z] [INFO] 🔄 Syncing default branch...
[2026-01-18T04:02:50.416Z] [INFO] ℹ️ Default branch: main
[2026-01-18T04:02:50.453Z] [INFO] ✅ Default branch synced: with upstream/main
[2026-01-18T04:02:50.454Z] [INFO] 🔄 Pushing to fork: main branch
[2026-01-18T04:02:50.927Z] [INFO] ✅ Fork updated: Default branch pushed to fork
[2026-01-18T04:02:51.050Z] [INFO]
📌 Default branch: main
[2026-01-18T04:02:51.091Z] [INFO]
🌿 Creating branch: issue-16-9a9093d42f07 from main (default)
[2026-01-18T04:02:51.134Z] [INFO] 🔍 Verifying: Branch creation...
[2026-01-18T04:02:51.178Z] [INFO] ✅ Branch created: issue-16-9a9093d42f07
[2026-01-18T04:02:51.178Z] [INFO] ✅ Current branch: issue-16-9a9093d42f07
[2026-01-18T04:02:51.178Z] [INFO] Branch operation: Create new branch
[2026-01-18T04:02:51.179Z] [INFO] Branch verification: Matches expected
[2026-01-18T04:02:51.181Z] [INFO]
🚀 Auto PR creation: ENABLED
[2026-01-18T04:02:51.182Z] [INFO] Creating: Initial commit and draft PR...
[2026-01-18T04:02:51.182Z] [INFO]
[2026-01-18T04:02:51.221Z] [INFO] Using CLAUDE.md mode (--claude-file=true, --gitkeep-file=false, --auto-gitkeep-file=true)
[2026-01-18T04:02:51.222Z] [INFO] 📝 Creating: CLAUDE.md with task details
[2026-01-18T04:02:51.223Z] [INFO] Issue URL from argv['issue-url']: https://github.com/MILANA808/milana_site/issues/16#issuecomment-3764878762
[2026-01-18T04:02:51.223Z] [INFO] Issue URL from argv._[0]: undefined
[2026-01-18T04:02:51.223Z] [INFO] Final issue URL: https://github.com/MILANA808/milana_site/issues/16#issuecomment-3764878762
[2026-01-18T04:02:51.223Z] [INFO] ✅ File created: CLAUDE.md
[2026-01-18T04:02:51.224Z] [INFO] 📦 Adding file: To git staging
[2026-01-18T04:02:51.309Z] [INFO] Git status after add: A CLAUDE.md
[2026-01-18T04:02:51.310Z] [INFO] 📝 Creating commit: With CLAUDE.md file
[2026-01-18T04:02:51.354Z] [INFO] ✅ Commit created: Successfully with CLAUDE.md
[2026-01-18T04:02:51.355Z] [INFO] Commit output: [issue-16-9a9093d42f07 010a1ca] Initial commit with task details
1 file changed, 7 insertions(+)
create mode 100644 CLAUDE.md
[2026-01-18T04:02:51.398Z] [INFO] Commit hash: 010a1ca...
[2026-01-18T04:02:51.442Z] [INFO] Latest commit: 010a1ca Initial commit with task details
[2026-01-18T04:02:51.487Z] [INFO] Git status: clean
[2026-01-18T04:02:51.528Z] [INFO] Remotes: origin https://github.com/konard/MILANA808-milana_site.git (fetch)
[2026-01-18T04:02:51.571Z] [INFO] Branch info: * issue-16-9a9093d42f07 010a1ca [origin/main: ahead 1] Initial commit with task details
main cc8c32a [origin/main] Merge pull request #14 from MILANA808/aksi/proprietary-license-2025
[2026-01-18T04:02:51.571Z] [INFO] 📤 Pushing branch: To remote repository...
[2026-01-18T04:02:51.571Z] [INFO] Push command: git push -u origin issue-16-9a9093d42f07
[2026-01-18T04:02:52.979Z] [INFO] Push exit code: 0
[2026-01-18T04:02:52.980Z] [INFO] Push output: remote:
remote: Create a pull request for 'issue-16-9a9093d42f07' on GitHub by visiting:
remote: https://github.com/konard/MILANA808-milana_site/pull/new/issue-16-9a9093d42f07
remote:
To https://github.com/konard/MILANA808-milana_site.git
* [new branch] issue-16-9a9093d42f07 -> issue-16-9a9093d42f07
branch 'issue-16-9a9093d42f07' set up to track 'origin/issue-16-9a9093d42f07'.
[2026-01-18T04:02:52.980Z] [INFO] ✅ Branch pushed: Successfully to remote
[2026-01-18T04:02:52.981Z] [INFO] Push output: remote:
remote: Create a pull request for 'issue-16-9a9093d42f07' on GitHub by visiting:
remote: https://github.com/konard/MILANA808-milana_site/pull/new/issue-16-9a9093d42f07
remote:
To https://github.com/konard/MILANA808-milana_site.git
* [new branch] issue-16-9a9093d42f07 -> issue-16-9a9093d42f07
branch 'issue-16-9a9093d42f07' set up to track 'origin/issue-16-9a9093d42f07'.
[2026-01-18T04:02:52.981Z] [INFO] Waiting for GitHub to sync...
[2026-01-18T04:02:55.503Z] [INFO] Compare API check: 1 commit(s) ahead of main
[2026-01-18T04:02:55.503Z] [INFO] GitHub compare API ready: 1 commit(s) found
[2026-01-18T04:02:56.003Z] [INFO] Branch verified on GitHub: issue-16-9a9093d42f07
[2026-01-18T04:02:56.297Z] [INFO] Remote commit SHA: 010a1ca...
[2026-01-18T04:02:56.298Z] [INFO] 📋 Getting issue: Title from GitHub...
[2026-01-18T04:02:56.637Z] [INFO] Issue title: "https://github.com/MILANA808/milana_site объединить и внедрить все функции данного репозитория"
[2026-01-18T04:02:56.638Z] [INFO] 👤 Getting user: Current GitHub account...
[2026-01-18T04:02:56.964Z] [INFO] Current user: konard
[2026-01-18T04:02:57.246Z] [INFO] User is not a collaborator (will skip assignment)
[2026-01-18T04:02:57.247Z] [INFO] User is not a collaborator (will skip assignment)
[2026-01-18T04:02:57.248Z] [INFO] 🔄 Fetching: Latest main branch...
[2026-01-18T04:02:57.730Z] [INFO] ✅ Base updated: Fetched latest main
[2026-01-18T04:02:57.731Z] [INFO] 🔍 Checking: Commits between branches...
[2026-01-18T04:02:57.773Z] [INFO] Commits ahead of origin/main: 1
[2026-01-18T04:02:57.774Z] [INFO] ✅ Commits found: 1 commit(s) ahead
[2026-01-18T04:02:57.774Z] [INFO] 🔀 Creating PR: Draft pull request...
[2026-01-18T04:02:57.774Z] [INFO] 🎯 Target branch: main (default)
[2026-01-18T04:02:57.774Z] [INFO] PR Title: [WIP] https://github.com/MILANA808/milana_site объединить и внедрить все функции данного репозитория
[2026-01-18T04:02:57.775Z] [INFO] Base branch: main
[2026-01-18T04:02:57.775Z] [INFO] Head branch: issue-16-9a9093d42f07
[2026-01-18T04:02:57.775Z] [INFO] Assignee: konard
[2026-01-18T04:02:57.775Z] [INFO] PR Body:
## 🤖 AI-Powered Solution Draft
This pull request is being automatically generated to solve issue MILANA808/milana_site#16.
### 📋 Issue Reference
Fixes MILANA808/milana_site#16
### 🚧 Status
**Work in Progress** - The AI assistant is currently analyzing and implementing the solution draft.
### 📝 Implementation Details
_Details will be added as the solution draft is developed..._
---
*This PR was created automatically by the AI issue solver*
[2026-01-18T04:02:57.777Z] [INFO] Command: cd "/tmp/gh-issue-solver-1768708961142" && gh pr create --draft --title "$(cat '/tmp/pr-title-1768708977777.txt')" --body-file "/tmp/pr-body-1768708977777.md" --base main --head konard:issue-16-9a9093d42f07 --repo MILANA808/milana_site
[2026-01-18T04:03:01.465Z] [INFO] 🔍 Verifying: PR creation...
[2026-01-18T04:03:01.863Z] [INFO] ✅ Verification: PR exists on GitHub
[2026-01-18T04:03:01.864Z] [INFO] ✅ PR created: #18
[2026-01-18T04:03:01.865Z] [INFO] 📍 PR URL: https://github.com/MILANA808/milana_site/pull/18
[2026-01-18T04:03:01.865Z] [INFO] ℹ️ Note: Could not assign (no permission)
[2026-01-18T04:03:01.866Z] [INFO] 🔗 Linking: Issue #16 to PR #18...
[2026-01-18T04:03:02.475Z] [INFO] Issue node ID: I_kwDOQAM8f87kEClz
[2026-01-18T04:03:02.825Z] [INFO] PR node ID: PR_kwDOQAM8f8691op-
[2026-01-18T04:03:03.198Z] [INFO]
[2026-01-18T04:03:03.198Z] [WARNING] ⚠️ ISSUE LINK MISSING: PR not linked to issue
[2026-01-18T04:03:03.199Z] [INFO]
[2026-01-18T04:03:03.199Z] [WARNING] The PR was created from a fork but wasn't linked to the issue.
[2026-01-18T04:03:03.199Z] [WARNING] Expected: "Fixes MILANA808/milana_site#16" in PR body
[2026-01-18T04:03:03.200Z] [INFO]
[2026-01-18T04:03:03.200Z] [WARNING] To fix manually:
[2026-01-18T04:03:03.200Z] [WARNING] 1. Edit the PR description at: https://github.com/MILANA808/milana_site/pull/18
[2026-01-18T04:03:03.200Z] [WARNING] 2. Add this line: Fixes MILANA808/milana_site#16
[2026-01-18T04:03:03.200Z] [INFO]
[2026-01-18T04:03:03.615Z] [INFO] 👤 Current user: konard
[2026-01-18T04:03:03.616Z] [INFO]
📊 Comment counting conditions:
[2026-01-18T04:03:03.616Z] [INFO] prNumber: 18
[2026-01-18T04:03:03.617Z] [INFO] branchName: issue-16-9a9093d42f07
[2026-01-18T04:03:03.617Z] [INFO] isContinueMode: false
[2026-01-18T04:03:03.618Z] [INFO] Will count comments: true
[2026-01-18T04:03:03.618Z] [INFO] 💬 Counting comments: Checking for new comments since last commit...
[2026-01-18T04:03:03.618Z] [INFO] PR #18 on branch: issue-16-9a9093d42f07
[2026-01-18T04:03:03.618Z] [INFO] Owner/Repo: MILANA808/milana_site
[2026-01-18T04:03:04.088Z] [INFO] 📅 Last commit time (from API): 2026-01-18T04:02:51.000Z
[2026-01-18T04:03:05.370Z] [INFO] 💬 New PR comments: 0
[2026-01-18T04:03:05.371Z] [INFO] 💬 New PR review comments: 0
[2026-01-18T04:03:05.371Z] [INFO] 💬 New issue comments: 0
[2026-01-18T04:03:05.371Z] [INFO] Total new comments: 0
[2026-01-18T04:03:05.371Z] [INFO] Comment lines to add: No (saving tokens)
[2026-01-18T04:03:05.372Z] [INFO] PR review comments fetched: 0
[2026-01-18T04:03:05.372Z] [INFO] PR conversation comments fetched: 0
[2026-01-18T04:03:05.373Z] [INFO] Total PR comments checked: 0
[2026-01-18T04:03:09.094Z] [INFO] Feedback info will be added to prompt:
[2026-01-18T04:03:09.095Z] [INFO] - Pull request description was edited after last commit
[2026-01-18T04:03:09.095Z] [INFO] 📅 Getting timestamps: From GitHub servers...
[2026-01-18T04:03:09.441Z] [INFO] 📝 Issue updated: 2026-01-18T04:00:44.000Z
[2026-01-18T04:03:09.735Z] [INFO] 💬 Last comment: 2026-01-18T04:00:43.000Z
[2026-01-18T04:03:10.119Z] [INFO] 🔀 Recent PR: 2026-01-18T04:02:59.000Z
[2026-01-18T04:03:10.119Z] [INFO]
✅ Reference time: 2026-01-18T04:02:59.000Z
[2026-01-18T04:03:10.120Z] [INFO]
🔍 Checking for uncommitted changes to include as feedback...
[2026-01-18T04:03:10.159Z] [INFO] ✅ No uncommitted changes found
[2026-01-18T04:03:12.413Z] [INFO] 🎭 Playwright MCP detected - enabling browser automation hints
[2026-01-18T04:03:12.416Z] [INFO]
📝 Final prompt structure:
[2026-01-18T04:03:12.417Z] [INFO] Characters: 397
[2026-01-18T04:03:12.417Z] [INFO] System prompt characters: 11854
[2026-01-18T04:03:12.417Z] [INFO] Feedback info: Included
[2026-01-18T04:03:12.418Z] [INFO]
🤖 Executing Claude: SONNET
[2026-01-18T04:03:12.419Z] [INFO] Model: sonnet
[2026-01-18T04:03:12.419Z] [INFO] Working directory: /tmp/gh-issue-solver-1768708961142
[2026-01-18T04:03:12.419Z] [INFO] Branch: issue-16-9a9093d42f07
[2026-01-18T04:03:12.419Z] [INFO] Prompt length: 397 chars
[2026-01-18T04:03:12.419Z] [INFO] System prompt length: 11854 chars
[2026-01-18T04:03:12.419Z] [INFO] Feedback info included: Yes (1 lines)
[2026-01-18T04:03:12.468Z] [INFO] 📈 System resources before execution:
[2026-01-18T04:03:12.468Z] [INFO] Memory: MemFree: 9661664 kB
[2026-01-18T04:03:12.469Z] [INFO] Load: 0.34 0.24 0.15 1/380 189035
[2026-01-18T04:03:12.469Z] [INFO]
📝 Raw command:
[2026-01-18T04:03:12.469Z] [INFO] (cd "/tmp/gh-issue-solver-1768708961142" && claude --output-format stream-json --verbose --dangerously-skip-permissions --model claude-sonnet-4-5-20250929 -p "Issue to solve: https://github.com/MILANA808/milana_site/issues/16#issuecomment-3764878762
Your prepared branch: issue-16-9a9093d42f07
Your prepared working directory: /tmp/gh-issue-solver-1768708961142
Your prepared Pull Request: https://github.com/MILANA808/milana_site/pull/18
Your forked repository: konard/MILANA808-milana_site
Original repository (upstream): MILANA808/milana_site
Proceed.
" --append-system-prompt "You are an AI issue solver. You prefer to find the root cause of each and every issue. When you talk, you prefer to speak with facts which you have double-checked yourself or cite sources that provide evidence, like quote actual code or give references to documents or pages found on the internet. You are polite and patient, and prefer to assume good intent, trying your best to be helpful. If you are unsure or have assumptions, you prefer to test them yourself or ask questions to clarify requirements.
General guidelines.
- When you execute commands, always save their logs to files for easier reading if the output becomes large.
- When running commands, do not set a timeout yourself — let them run as long as needed (default timeout - 2 minutes is more than enough), and once they finish, review the logs in the file.
- When running sudo commands (especially package installations like apt-get, yum, npm install, etc.), always 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.
- When CI is failing or user reports failures, consider adding a detailed investigation protocol to your todo list with these steps:
Step 1: List recent runs with timestamps using: gh run list --repo MILANA808/milana_site --branch issue-16-9a9093d42f07 --limit 5 --json databaseId,conclusion,createdAt,headSha
Step 2: Verify runs are after the latest commit by checking timestamps and SHA
Step 3: For each non-passing run, download logs to preserve them: gh run view {run-id} --repo MILANA808/milana_site --log > ci-logs/{workflow}-{run-id}.log
Step 4: Read each downloaded log file using Read tool to understand the actual failures
Step 5: Report findings with specific errors and line numbers from logs
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.
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.
- When a code or log file has more than 1500 lines, read it in chunks of 1500 lines.
- When facing a complex problem, do as much tracing as possible and turn on all verbose modes.
- When you create debug, test, or example/experiment scripts for fixing, always keep them in an examples and/or experiments folders so you can reuse them later.
- When testing your assumptions, use the experiment scripts, and add it to experiments folder.
- When your experiments can show real world use case of the software, add it to examples folder.
- When you face something extremely hard, use divide and conquer — it always helps.
Initial research.
- When you start, make sure you create detailed plan for yourself and follow your todo list step by step, make sure that as many points from these guidelines are added to your todo list to keep track of everything that can help you solve the issue with highest possible quality.
- When 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 ci-logs/ directory, (3) Analyze error messages and identify root cause, (4) Implement fix, (5) Verify fix resolves the specific errors found in logs.
- When you read issue, read all details and comments thoroughly.
- When you see screenshots or images in issue descriptions, pull request descriptions, comments, or discussions, use WebFetch tool (or fetch tool) to download the image first, then use Read tool to view and analyze it. IMPORTANT: Before reading downloaded images with the Read tool, verify the file is a valid image (not HTML). Use a CLI tool like 'file' command to check the actual file format. Reading corrupted or non-image files (like GitHub's HTML 404 pages saved as .png) can cause \"Could not process image\" errors and may crash the AI solver process. If the file command shows \"HTML\" or \"text\", the download failed and you should retry or skip the image.
- When you need issue details, use gh issue view https://github.com/MILANA808/milana_site/issues/16.
- When you need related code, use gh search code --owner MILANA808 [keywords].
- When you need repo context, read files in your working directory.
- When you study related work, study the most recent related pull requests.
- When issue is not defined enough, write a comment to ask clarifying questions.
- When accessing GitHub Gists (especially private ones), use gh gist view command instead of direct URL fetching to ensure proper authentication.
- When you are fixing a bug, please make sure you first find the actual root cause, do as many experiments as needed.
- When you are fixing a bug and code does not have enough tracing/logs, add them and make sure they stay in the code, but are switched off by default.
- When you need comments on a pull request, note that GitHub has THREE different comment types with different API endpoints:
1. PR review comments (inline code comments): gh api repos/MILANA808/milana_site/pulls/18/comments --paginate
2. PR conversation comments (general discussion): gh api repos/MILANA808/milana_site/issues/18/comments --paginate
3. PR reviews (approve/request changes): gh api repos/MILANA808/milana_site/pulls/18/reviews --paginate
IMPORTANT: The command \"gh pr view --json comments\" ONLY returns conversation comments and misses review comments!
- When you need latest comments on issue, use gh api repos/MILANA808/milana_site/issues/16/comments --paginate.
Solution development and testing.
- When issue is solvable, implement code with tests.
- When implementing features, search for similar existing implementations in the codebase and use them as examples instead of implementing everything from scratch.
- When coding, each atomic step that can be useful by itself should be commited to the pull request's branch, meaning if work will be interrupted by any reason parts of solution will still be kept intact and safe in pull request.
- When you test:
start from testing of small functions using separate scripts;
write unit tests with mocks for easy and quick start.
- When you test integrations, use existing framework.
- When you test solution draft, include automated checks in pr.
- When issue is unclear, write comment on issue asking questions.
- When you encounter any problems that you unable to solve yourself (any human feedback or help), write a comment to the pull request asking for help.
- When you need human help, use gh pr comment 18 --body \"your message\" to comment on existing PR.
Preparing pull request.
- When you code, follow contributing guidelines.
- When you commit, write clear message.
- When you need examples of style, use gh pr list --repo MILANA808/milana_site --state merged --search [keywords].
- When you open pr, describe solution draft and include tests.
- 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.
- When you update existing pr 18, use gh pr edit to modify title and description.
- When you are about to commit or push code, ALWAYS run local CI checks first if they are available in contributing guidelines (like ruff check, mypy, eslint, etc.) to catch errors before pushing.
- When you finalize the pull request:
follow style from merged prs for code, title, and description,
make sure no uncommitted changes corresponding to the original requirements are left behind,
make sure the default branch is merged to the pull request's branch,
make sure all CI checks passing if they exist before you finish,
check for latest comments on the issue and pull request to ensure no recent feedback was missed,
double-check that all changes in the pull request answer to original requirements of the issue,
make sure no new new bugs are introduced in pull request by carefully reading gh pr diff,
make sure no previously existing features were removed without an explicit request from users via the issue description, issue comments, and/or pull request comments.
- When you finish implementation, use gh pr ready 18.
Workflow and collaboration.
- When you check branch, verify with git branch --show-current.
- When you push, push only to branch issue-16-9a9093d42f07.
- When you finish, create a pull request from branch issue-16-9a9093d42f07. (Note: PR 18 already exists, update it instead)
- When you organize workflow, use pull requests instead of direct merges to default branch (main or master).
- When you manage commits, preserve commit history for later analysis.
- When you contribute, keep repository history forward-moving with regular commits, pushes, and reverts if needed.
- When you face conflict that you cannot resolve yourself, ask for help.
- When you collaborate, respect branch protections by working only on issue-16-9a9093d42f07.
- When you mention result, include pull request url or comment url.
- When you need to create pr, remember pr 18 already exists for this branch.
Self review.
- When you check your solution draft, run all tests locally.
- When you check your solution draft, verify git status shows a clean working tree with no uncommitted changes.
- When you compare with repo style, use gh pr diff [number].
- When you finalize, confirm code, tests, and description are consistent.
GitHub CLI command patterns.
- IMPORTANT: Always use --paginate flag when fetching lists from GitHub API to ensure all results are returned (GitHub returns max 30 per page by default).
- When listing PR review comments (inline code comments), use gh api repos/OWNER/REPO/pulls/NUMBER/comments --paginate.
- When listing PR conversation comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate.
- When listing PR reviews, use gh api repos/OWNER/REPO/pulls/NUMBER/reviews --paginate.
- When listing issue comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate.
- When adding PR comment, use gh pr comment NUMBER --body \"text\" --repo OWNER/REPO.
- When adding issue comment, use gh issue comment NUMBER --body \"text\" --repo OWNER/REPO.
- When viewing PR details, use gh pr view NUMBER --repo OWNER/REPO.
- When filtering with jq, use gh api repos/\${owner}/\${repo}/pulls/\${prNumber}/comments --paginate --jq 'reverse | .[0:5]'.
Playwright MCP usage (browser automation via mcp__playwright__* tools).
- 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.
- 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.
- When you need to interact with dynamic web pages that require JavaScript execution, use Playwright MCP tools.
- When you need to visually verify how a web page looks or take screenshots, use browser_take_screenshot from Playwright MCP.
- 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).
- When you need to test responsive design or different viewport sizes, use browser_resize from Playwright MCP.
- When you finish using the browser, always close it with browser_close to free resources." | jq -c .)
[2026-01-18T04:03:12.471Z] [INFO]
[2026-01-18T04:03:12.471Z] [INFO] 📋 User prompt:
[2026-01-18T04:03:12.471Z] [INFO] ---BEGIN USER PROMPT---
[2026-01-18T04:03:12.471Z] [INFO] Issue to solve: https://github.com/MILANA808/milana_site/issues/16#issuecomment-3764878762
Your prepared branch: issue-16-9a9093d42f07
Your prepared working directory: /tmp/gh-issue-solver-1768708961142
Your prepared Pull Request: https://github.com/MILANA808/milana_site/pull/18
Your forked repository: konard/MILANA808-milana_site
Original repository (upstream): MILANA808/milana_site
Proceed.
[2026-01-18T04:03:12.472Z] [INFO] ---END USER PROMPT---
[2026-01-18T04:03:12.472Z] [INFO]
[2026-01-18T04:03:12.472Z] [INFO] 📋 System prompt:
[2026-01-18T04:03:12.472Z] [INFO] ---BEGIN SYSTEM PROMPT---
[2026-01-18T04:03:12.472Z] [INFO] You are an AI issue solver. You prefer to find the root cause of each and every issue. When you talk, you prefer to speak with facts which you have double-checked yourself or cite sources that provide evidence, like quote actual code or give references to documents or pages found on the internet. You are polite and patient, and prefer to assume good intent, trying your best to be helpful. If you are unsure or have assumptions, you prefer to test them yourself or ask questions to clarify requirements.
General guidelines.
- When you execute commands, always save their logs to files for easier reading if the output becomes large.
- When running commands, do not set a timeout yourself — let them run as long as needed (default timeout - 2 minutes is more than enough), and once they finish, review the logs in the file.
- When running sudo commands (especially package installations like apt-get, yum, npm install, etc.), always 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.
- When CI is failing or user reports failures, consider adding a detailed investigation protocol to your todo list with these steps:
Step 1: List recent runs with timestamps using: gh run list --repo MILANA808/milana_site --branch issue-16-9a9093d42f07 --limit 5 --json databaseId,conclusion,createdAt,headSha
Step 2: Verify runs are after the latest commit by checking timestamps and SHA
Step 3: For each non-passing run, download logs to preserve them: gh run view {run-id} --repo MILANA808/milana_site --log > ci-logs/{workflow}-{run-id}.log
Step 4: Read each downloaded log file using Read tool to understand the actual failures
Step 5: Report findings with specific errors and line numbers from logs
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.
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.
- When a code or log file has more than 1500 lines, read it in chunks of 1500 lines.
- When facing a complex problem, do as much tracing as possible and turn on all verbose modes.
- When you create debug, test, or example/experiment scripts for fixing, always keep them in an examples and/or experiments folders so you can reuse them later.
- When testing your assumptions, use the experiment scripts, and add it to experiments folder.
- When your experiments can show real world use case of the software, add it to examples folder.
- When you face something extremely hard, use divide and conquer — it always helps.
Initial research.
- When you start, make sure you create detailed plan for yourself and follow your todo list step by step, make sure that as many points from these guidelines are added to your todo list to keep track of everything that can help you solve the issue with highest possible quality.
- When 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 ci-logs/ directory, (3) Analyze error messages and identify root cause, (4) Implement fix, (5) Verify fix resolves the specific errors found in logs.
- When you read issue, read all details and comments thoroughly.
- When you see screenshots or images in issue descriptions, pull request descriptions, comments, or discussions, use WebFetch tool (or fetch tool) to download the image first, then use Read tool to view and analyze it. IMPORTANT: Before reading downloaded images with the Read tool, verify the file is a valid image (not HTML). Use a CLI tool like 'file' command to check the actual file format. Reading corrupted or non-image files (like GitHub's HTML 404 pages saved as .png) can cause "Could not process image" errors and may crash the AI solver process. If the file command shows "HTML" or "text", the download failed and you should retry or skip the image.
- When you need issue details, use gh issue view https://github.com/MILANA808/milana_site/issues/16.
- When you need related code, use gh search code --owner MILANA808 [keywords].
- When you need repo context, read files in your working directory.
- When you study related work, study the most recent related pull requests.
- When issue is not defined enough, write a comment to ask clarifying questions.
- When accessing GitHub Gists (especially private ones), use gh gist view command instead of direct URL fetching to ensure proper authentication.
- When you are fixing a bug, please make sure you first find the actual root cause, do as many experiments as needed.
- When you are fixing a bug and code does not have enough tracing/logs, add them and make sure they stay in the code, but are switched off by default.
- When you need comments on a pull request, note that GitHub has THREE different comment types with different API endpoints:
1. PR review comments (inline code comments): gh api repos/MILANA808/milana_site/pulls/18/comments --paginate
2. PR conversation comments (general discussion): gh api repos/MILANA808/milana_site/issues/18/comments --paginate
3. PR reviews (approve/request changes): gh api repos/MILANA808/milana_site/pulls/18/reviews --paginate
IMPORTANT: The command "gh pr view --json comments" ONLY returns conversation comments and misses review comments!
- When you need latest comments on issue, use gh api repos/MILANA808/milana_site/issues/16/comments --paginate.
Solution development and testing.
- When issue is solvable, implement code with tests.
- When implementing features, search for similar existing implementations in the codebase and use them as examples instead of implementing everything from scratch.
- When coding, each atomic step that can be useful by itself should be commited to the pull request's branch, meaning if work will be interrupted by any reason parts of solution will still be kept intact and safe in pull request.
- When you test:
start from testing of small functions using separate scripts;
write unit tests with mocks for easy and quick start.
- When you test integrations, use existing framework.
- When you test solution draft, include automated checks in pr.
- When issue is unclear, write comment on issue asking questions.
- When you encounter any problems that you unable to solve yourself (any human feedback or help), write a comment to the pull request asking for help.
- When you need human help, use gh pr comment 18 --body "your message" to comment on existing PR.
Preparing pull request.
- When you code, follow contributing guidelines.
- When you commit, write clear message.
- When you need examples of style, use gh pr list --repo MILANA808/milana_site --state merged --search [keywords].
- When you open pr, describe solution draft and include tests.
- 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.
- When you update existing pr 18, use gh pr edit to modify title and description.
- When you are about to commit or push code, ALWAYS run local CI checks first if they are available in contributing guidelines (like ruff check, mypy, eslint, etc.) to catch errors before pushing.
- When you finalize the pull request:
follow style from merged prs for code, title, and description,
make sure no uncommitted changes corresponding to the original requirements are left behind,
make sure the default branch is merged to the pull request's branch,
make sure all CI checks passing if they exist before you finish,
check for latest comments on the issue and pull request to ensure no recent feedback was missed,
double-check that all changes in the pull request answer to original requirements of the issue,
make sure no new new bugs are introduced in pull request by carefully reading gh pr diff,
make sure no previously existing features were removed without an explicit request from users via the issue description, issue comments, and/or pull request comments.
- When you finish implementation, use gh pr ready 18.
Workflow and collaboration.
- When you check branch, verify with git branch --show-current.
- When you push, push only to branch issue-16-9a9093d42f07.
- When you finish, create a pull request from branch issue-16-9a9093d42f07. (Note: PR 18 already exists, update it instead)
- When you organize workflow, use pull requests instead of direct merges to default branch (main or master).
- When you manage commits, preserve commit history for later analysis.
- When you contribute, keep repository history forward-moving with regular commits, pushes, and reverts if needed.
- When you face conflict that you cannot resolve yourself, ask for help.
- When you collaborate, respect branch protections by working only on issue-16-9a9093d42f07.
- When you mention result, include pull request url or comment url.
- When you need to create pr, remember pr 18 already exists for this branch.
Self review.
- When you check your solution draft, run all tests locally.
- When you check your solution draft, verify git status shows a clean working tree with no uncommitted changes.
- When you compare with repo style, use gh pr diff [number].
- When you finalize, confirm code, tests, and description are consistent.
GitHub CLI command patterns.
- IMPORTANT: Always use --paginate flag when fetching lists from GitHub API to ensure all results are returned (GitHub returns max 30 per page by default).
- When listing PR review comments (inline code comments), use gh api repos/OWNER/REPO/pulls/NUMBER/comments --paginate.
- When listing PR conversation comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate.
- When listing PR reviews, use gh api repos/OWNER/REPO/pulls/NUMBER/reviews --paginate.
- When listing issue comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate.
- When adding PR comment, use gh pr comment NUMBER --body "text" --repo OWNER/REPO.
- When adding issue comment, use gh issue comment NUMBER --body "text" --repo OWNER/REPO.
- When viewing PR details, use gh pr view NUMBER --repo OWNER/REPO.
- When filtering with jq, use gh api repos/${owner}/${repo}/pulls/${prNumber}/comments --paginate --jq 'reverse | .[0:5]'.
Playwright MCP usage (browser automation via mcp__playwright__* tools).
- 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.
- 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.
- When you need to interact with dynamic web pages that require JavaScript execution, use Playwright MCP tools.
- When you need to visually verify how a web page looks or take screenshots, use browser_take_screenshot from Playwright MCP.
- 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).
- When you need to test responsive design or different viewport sizes, use browser_resize from Playwright MCP.
- When you finish using the browser, always close it with browser_close to free resources.
[2026-01-18T04:03:12.473Z] [INFO] ---END SYSTEM PROMPT---
[2026-01-18T04:03:12.473Z] [INFO]
[2026-01-18T04:03:12.473Z] [INFO] 📊 CLAUDE_CODE_MAX_OUTPUT_TOKENS: 64000
[2026-01-18T04:03:12.474Z] [INFO] 📋 Command details:
[2026-01-18T04:03:12.474Z] [INFO] 📂 Working directory: /tmp/gh-issue-solver-1768708961142
[2026-01-18T04:03:12.474Z] [INFO] 🌿 Branch: issue-16-9a9093d42f07
[2026-01-18T04:03:12.474Z] [INFO] 🤖 Model: Claude SONNET
[2026-01-18T04:03:12.474Z] [INFO] 🍴 Fork: konard/MILANA808-milana_site
[2026-01-18T04:03:12.475Z] [INFO]
▶️ Streaming output:
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[2026-01-18T04:03:15.006Z] [INFO] 📌 Session ID: 9775bb34-e719-4763-b162-cb8ba5c21914
[2026-01-18T04:03:15.006Z] [INFO] 📁 Log renamed to: /home/hive/9775bb34-e719-4763-b162-cb8ba5c21914.log
[2026-01-18T04:03:17.366Z] [INFO] {
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[2026-01-18T04:03:19.279Z] [INFO] {
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[2026-01-18T04:03:23.753Z] [INFO] {
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[2026-01-18T04:03:25.261Z] [INFO] {
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[2026-01-18T04:03:26.109Z] [INFO] {
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"content": "{\"author\":\"MILANA808\",\"body\":\"https://github.com/MILANA808/milana_site объединить и внедрить все функции данного репозитория #16\",\"createdAt\":\"2026-01-18T04:00:43Z\",\"id\":3764878762}",
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"stdout": "{\"author\":\"MILANA808\",\"body\":\"https://github.com/MILANA808/milana_site объединить и внедрить все функции данного репозитория #16\",\"createdAt\":\"2026-01-18T04:00:43Z\",\"id\":3764878762}",
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[2026-01-18T04:03:28.498Z] [INFO] {
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{
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[2026-01-18T04:03:29.343Z] [INFO] {
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{
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[2026-01-18T04:03:30.644Z] [INFO] {
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{
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"content": "{\"body\":\"## 🤖 AI-Powered Solution Draft\\n\\nThis pull request is being automatically generated to solve issue MILANA808/milana_site#16.\\n\\n### 📋 Issue Reference\\nFixes MILANA808/milana_site#16\\n\\n### 🚧 Status\\n**Work in Progress** - The AI assistant is currently analyzing and implementing the solution draft.\\n\\n### 📝 Implementation Details\\n_Details will be added as the solution draft is developed..._\\n\\n---\\n*This PR was created automatically by the AI issue solver*\",\"comments\":[],\"isDraft\":true,\"reviews\":[],\"state\":\"OPEN\",\"title\":\"[WIP] https://github.com/MILANA808/milana_site объединить и внедрить все функции данного репозитория\"}",
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"stdout": "{\"body\":\"## 🤖 AI-Powered Solution Draft\\n\\nThis pull request is being automatically generated to solve issue MILANA808/milana_site#16.\\n\\n### 📋 Issue Reference\\nFixes MILANA808/milana_site#16\\n\\n### 🚧 Status\\n**Work in Progress** - The AI assistant is currently analyzing and implementing the solution draft.\\n\\n### 📝 Implementation Details\\n_Details will be added as the solution draft is developed..._\\n\\n---\\n*This PR was created automatically by the AI issue solver*\",\"comments\":[],\"isDraft\":true,\"reviews\":[],\"state\":\"OPEN\",\"title\":\"[WIP] https://github.com/MILANA808/milana_site объединить и внедрить все функции данного репозитория\"}",
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[2026-01-18T04:03:32.725Z] [INFO] {
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"id": "msg_01E89eMfsPFK27o5piiNApiT",
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"content": [
{
"type": "text",
"text": "Now let me examine the current repository structure to understand what we're working with:"
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[2026-01-18T04:03:33.176Z] [INFO] {
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{
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"command": "ls -la",
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[2026-01-18T04:03:33.274Z] [INFO] {
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"role": "user",
"content": [
{
"tool_use_id": "toolu_01RG5CXFhJxoNTC3cLDJBsnC",
"type": "tool_result",
"content": "total 292\ndrwxrwxr-x 3 hive hive 4096 Jan 18 05:03 .\ndrwxrwxrwt 55 root root 274432 Jan 18 05:03 ..\ndrwxrwxr-x 8 hive hive 4096 Jan 18 05:03 .git\n-rw-rw-r-- 1 hive hive 320 Jan 18 05:02 CLAUDE.md\n-rw-rw-r-- 1 hive hive 313 Jan 18 05:02 LICENSE\n-rw-rw-r-- 1 hive hive 390 Jan 18 05:03 issue-details.json",
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"stdout": "total 292\ndrwxrwxr-x 3 hive hive 4096 Jan 18 05:03 .\ndrwxrwxrwt 55 root root 274432 Jan 18 05:03 ..\ndrwxrwxr-x 8 hive hive 4096 Jan 18 05:03 .git\n-rw-rw-r-- 1 hive hive 320 Jan 18 05:02 CLAUDE.md\n-rw-rw-r-- 1 hive hive 313 Jan 18 05:02 LICENSE\n-rw-rw-r-- 1 hive hive 390 Jan 18 05:03 issue-details.json",
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[2026-01-18T04:03:37.592Z] [INFO] {
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{
"type": "text",
"text": "The request is in Russian. Let me translate and understand it:\n- \"объединить и внедрить все функции данного репозитория\" = \"merge and implement all functions of this repository\"\n- The issue references the same repository (MILANA808/milana_site)\n\nThis appears to be a request to merge and implement functionality from somewhere. Let me check if there are any other branches or if this is about merging from a different source:"
}
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[2026-01-18T04:03:38.078Z] [INFO] {
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{
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"content": "* issue-16-9a9093d42f07\n main\n remotes/origin/HEAD -> origin/main\n remotes/origin/MILANA808-patch-1\n remotes/origin/aksi/frontend-sync\n remotes/origin/aksi/license-2025\n remotes/origin/codex/consolidate-all-repositories-into-one\n remotes/origin/codex/consolidate-all-repositories-into-one-baa0b0\n remotes/origin/codex/create-codex-prompt-for-safe-proxy-setup-emjavv\n remotes/origin/codex/implement-metacode-ideas-for-milan-site\n remotes/origin/codex/implement-metacode-ideas-for-milan-site-lnfzw4\n remotes/origin/issue-16-9a9093d42f07\n remotes/origin/main\n remotes/upstream/MILANA808-patch-1\n remotes/upstream/aksi/frontend-sync\n remotes/upstream/aksi/license-2025\n remotes/upstream/codex/consolidate-all-repositories-into-one\n remotes/upstream/codex/consolidate-all-repositories-into-one-baa0b0\n remotes/upstream/codex/create-codex-prompt-for-safe-proxy-setup-emjavv\n remotes/upstream/codex/implement-metacode-ideas-for-milan-site\n remotes/upstream/codex/implement-metacode-ideas-for-milan-site-lnfzw4\n remotes/upstream/main",
"is_error": false
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]
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"stdout": "* issue-16-9a9093d42f07\n main\n remotes/origin/HEAD -> origin/main\n remotes/origin/MILANA808-patch-1\n remotes/origin/aksi/frontend-sync\n remotes/origin/aksi/license-2025\n remotes/origin/codex/consolidate-all-repositories-into-one\n remotes/origin/codex/consolidate-all-repositories-into-one-baa0b0\n remotes/origin/codex/create-codex-prompt-for-safe-proxy-setup-emjavv\n remotes/origin/codex/implement-metacode-ideas-for-milan-site\n remotes/origin/codex/implement-metacode-ideas-for-milan-site-lnfzw4\n remotes/origin/issue-16-9a9093d42f07\n remotes/origin/main\n remotes/upstream/MILANA808-patch-1\n remotes/upstream/aksi/frontend-sync\n remotes/upstream/aksi/license-2025\n remotes/upstream/codex/consolidate-all-repositories-into-one\n remotes/upstream/codex/consolidate-all-repositories-into-one-baa0b0\n remotes/upstream/codex/create-codex-prompt-for-safe-proxy-setup-emjavv\n remotes/upstream/codex/implement-metacode-ideas-for-milan-site\n remotes/upstream/codex/implement-metacode-ideas-for-milan-site-lnfzw4\n remotes/upstream/main",
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[2026-01-18T04:03:40.248Z] [INFO] {
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[2026-01-18T04:03:40.966Z] [INFO] {
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"content": "cc8c32a Merge pull request #14 from MILANA808/aksi/proprietary-license-2025\n078f047 license: add Proprietary (All Rights Reserved)\nfbf1204 docs: publish latest psi manifest\n9ded6ca docs: publish latest psi manifest\n8c48c2b docs: publish latest psi manifest\n3b6c069 docs: publish latest psi manifest\nc4e9633 docs: publish latest psi manifest\n0dff51c docs: publish latest psi manifest\n5f8c42f Merge pull request #10 from MILANA808/aksi/pages-setup\n4e9451c docs: publish latest psi manifest\n7f245a1 ci(pages): enable GitHub Pages workflow\ndbb6e1e docs: publish latest psi manifest\n02829d6 docs: publish latest psi manifest\na75086e docs(psi_atlas): add PH1–PH7 scaffolding and atlas readme (rebased)\n9085394 docs: publish latest psi manifest\n2982d49 feat: Dream Engine workflow + PSI publish + Pages dashboard skeleton\n6b17781 ci(psi_proof): add push trigger to run immediately on main\n4014121 feat(aksi_psihub): public ψ-proof scaffold (manifest + signed workflow)\n3ed1d5e Update README.md\n9e10f6c Update index.html",
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[2026-01-18T04:03:43.399Z] [INFO] {
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{
"type": "tool_use",
"id": "toolu_017MJLrDjbByEmF12kXnB8jT",
"name": "Bash",
"input": {
"command": "git ls-tree -r main --name-only",
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[2026-01-18T04:03:44.274Z] [INFO] {
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{
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"content": "LICENSE",
"is_error": false
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[2026-01-18T04:03:46.569Z] [INFO] {
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"id": "msg_01XcvVANWMJjHsY6pnMSjafq",
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"content": [
{
"type": "text",
"text": "Interesting! The main branch only contains a LICENSE file. Let me check some of the other branches that might have functionality:"
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"content": "# Milana Superintelligence Hub (Python Edition)\n\n[![CI](https://github.com/your-org/milana_site/actions/workflows/ci.yml/badge.svg)](https://github.com/your-org/milana_site/actions/workflows/ci.yml)\n[![Vercel Preview](https://img.shields.io/badge/Vercel-preview-black?logo=vercel)](https://milana-site-demo.vercel.app)\n\nMilana — это Flask-приложение, которое объединяет суперчат, студию метакода и резонансную консоль AKSI. Вся логика работает на серверной стороне, а пользовательские данные очищаются и защищаются Content-Security-Policy.\n\n## Живая демо-версия\n\n- **Продакшен:** https://milana-site-demo.vercel.app\n- **Предпросмотр для PR:** автоматически разворачивается через GitHub Actions + Vercel (см. workflow `vercel-preview.yml`).\n\n![Интерфейс чата](docs/screenshots/milana-chat.svg)\n![Metacode Studio](docs/screenshots/milana-metacode.svg)\n![Резонансная консоль](docs/screenshots/milana-resonance.svg)\n\n## Кнопки деплоя\n\n[![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https://github.com/your-org/milana_site)\n[![Deploy to Netlify](https://www.netlify.com/img/deploy/button.svg)](https://app.netlify.com/start/deploy?repository=https://github.com/your-org/milana_site)\n\nVercel/Netlify функции выступают обязательным прокси-слоем для всех внешних API в продакшене.\n\n## Возможности\n\n- **Суперчат Milana.** Ответы строятся на основе последнего blueprint-а, резонансных сигналов и памяти.\n- **Metacode Studio.** Создание blueprint-ов из модулей, тегов и целей с сохранением истории в сессии.\n- **AKSI Resonance Console.** Расчёт уровней эмпатии, фокуса и риска и генерация рекомендаций для каналов связи.\n- **Когнитивная память.** Автоматическое сохранение инсайтов и их повторное использование в ответах.\n\n## Стек и структура\n\n```text\n.\n├── milana_site/\n│ ├── __init__.py # фабрика Flask-приложения\n│ ├── app.py # маршруты, сессии, безопасный ввод\n│ ├── aksi.py # логика резонансной консоли\n│ ├── chat.py # генератор ответов суперчата\n│ ├── memory.py # простое хранилище воспоминаний\n│ ├── metacode.py # модели и студия метакода\n│ ├── security.py # санитизация данных пользователя\n│ ├── templates/ # HTML-шаблоны (с CSP)\n│ └── static/ # стили\n├── tests/ # pytest-покрытие маршрутов и логики\n├── .github/workflows/ # CI и превью-деплой\n├── LICENSE # MIT\n└── README.md\n```\n\n## Обязательный прокси-сервис\n\n| Режим | Ключ API | Канал вызовов |\n|----------------|----------|---------------|\n| `development` | допускается прямой ввод ключа через `.env` | Flask-приложение обращается напрямую |\n| `production` | **только через Vercel/Netlify serverless функции** | фронтенд вызывает `api/chat` → прокси → внешний API |\n\n> Прямой ключ в браузер разрешён исключительно для локальной разработки. В продакшене используйте встроенный serverless-прокси, чтобы скрыть секреты и добавить rate limiting.\n\n## Быстрый старт (dev)\n\n1. Создайте виртуальное окружение и установите зависимости:\n ```bash\n python -m venv .venv\n source .venv/bin/activate\n pip install -e .[dev]\n npm ci\n ```\n2. Запустите все проверки:\n ```bash\n npm run lint\n npm test\n pytest\n ```\n3. Стартуйте локальный сервер (допускается прямой ключ `OPENAI_API_KEY` в `.env`):\n ```bash\n flask --app milana_site.app run --debug\n ```\n4. Откройте http://127.0.0.1:5000 и начинайте работу с Milana.",
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"stdout": "# Milana Superintelligence Hub (Python Edition)\n\n[![CI](https://github.com/your-org/milana_site/actions/workflows/ci.yml/badge.svg)](https://github.com/your-org/milana_site/actions/workflows/ci.yml)\n[![Vercel Preview](https://img.shields.io/badge/Vercel-preview-black?logo=vercel)](https://milana-site-demo.vercel.app)\n\nMilana — это Flask-приложение, которое объединяет суперчат, студию метакода и резонансную консоль AKSI. Вся логика работает на серверной стороне, а пользовательские данные очищаются и защищаются Content-Security-Policy.\n\n## Живая демо-версия\n\n- **Продакшен:** https://milana-site-demo.vercel.app\n- **Предпросмотр для PR:** автоматически разворачивается через GitHub Actions + Vercel (см. workflow `vercel-preview.yml`).\n\n![Интерфейс чата](docs/screenshots/milana-chat.svg)\n![Metacode Studio](docs/screenshots/milana-metacode.svg)\n![Резонансная консоль](docs/screenshots/milana-resonance.svg)\n\n## Кнопки деплоя\n\n[![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https://github.com/your-org/milana_site)\n[![Deploy to Netlify](https://www.netlify.com/img/deploy/button.svg)](https://app.netlify.com/start/deploy?repository=https://github.com/your-org/milana_site)\n\nVercel/Netlify функции выступают обязательным прокси-слоем для всех внешних API в продакшене.\n\n## Возможности\n\n- **Суперчат Milana.** Ответы строятся на основе последнего blueprint-а, резонансных сигналов и памяти.\n- **Metacode Studio.** Создание blueprint-ов из модулей, тегов и целей с сохранением истории в сессии.\n- **AKSI Resonance Console.** Расчёт уровней эмпатии, фокуса и риска и генерация рекомендаций для каналов связи.\n- **Когнитивная память.** Автоматическое сохранение инсайтов и их повторное использование в ответах.\n\n## Стек и структура\n\n```text\n.\n├── milana_site/\n│ ├── __init__.py # фабрика Flask-приложения\n│ ├── app.py # маршруты, сессии, безопасный ввод\n│ ├── aksi.py # логика резонансной консоли\n│ ├── chat.py # генератор ответов суперчата\n│ ├── memory.py # простое хранилище воспоминаний\n│ ├── metacode.py # модели и студия метакода\n│ ├── security.py # санитизация данных пользователя\n│ ├── templates/ # HTML-шаблоны (с CSP)\n│ └── static/ # стили\n├── tests/ # pytest-покрытие маршрутов и логики\n├── .github/workflows/ # CI и превью-деплой\n├── LICENSE # MIT\n└── README.md\n```\n\n## Обязательный прокси-сервис\n\n| Режим | Ключ API | Канал вызовов |\n|----------------|----------|---------------|\n| `development` | допускается прямой ввод ключа через `.env` | Flask-приложение обращается напрямую |\n| `production` | **только через Vercel/Netlify serverless функции** | фронтенд вызывает `api/chat` → прокси → внешний API |\n\n> Прямой ключ в браузер разрешён исключительно для локальной разработки. В продакшене используйте встроенный serverless-прокси, чтобы скрыть секреты и добавить rate limiting.\n\n## Быстрый старт (dev)\n\n1. Создайте виртуальное окружение и установите зависимости:\n ```bash\n python -m venv .venv\n source .venv/bin/activate\n pip install -e .[dev]\n npm ci\n ```\n2. Запустите все проверки:\n ```bash\n npm run lint\n npm test\n pytest\n ```\n3. Стартуйте локальный сервер (допускается прямой ключ `OPENAI_API_KEY` в `.env`):\n ```bash\n flask --app milana_site.app run --debug\n ```\n4. Откройте http://127.0.0.1:5000 и начинайте работу с Milana.",
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"content": "<!doctype html>\n<html lang=\"ru\">\n<head>\n <meta charset=\"utf-8\"/>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\"/>\n <title>AKSI · Milana</title>\n <style>body{font-family:system-ui,-apple-system,Segoe UI,Roboto,Ubuntu,\"Helvetica Neue\",Arial,sans-serif;margin:0;padding:24px;line-height:1.4}header{display:flex;gap:12px;align-items:center}code,kbd,pre{background:#f5f5f7;border-radius:6px;padding:2px 6px}button{cursor:pointer;padding:8px 12px;border-radius:8px;border:1px solid #ddd;background:#fff}input,textarea{padding:8px;border-radius:8px;border:1px solid #ddd;width:100%}.row{display:grid;grid-template-columns:1fr auto;gap:8px;align-items:center}.card{border:1px solid #eee;border-radius:12px;padding:16px;margin:12px 0}.muted{color:#6b7280;font-size:12px}</style>\n</head>\n<body>\n <header>\n <h1>AKSI · Milana Frontend</h1>\n </header>\n <div class=\"card\">\n <div class=\"row\">\n <label for=\"backend\">Backend URL</label>\n <input id=\"backend\" placeholder=\"https://your-render-url.onrender.com\">\n </div>\n <p class=\"muted\">Подсказка: параметр можно передать как <code>?api=https://...</code>. Значение сохраняется в <code>localStorage</code>.</p>\n <button id=\"save\">Сохранить</button>\n </div>\n\n <div class=\"card\">\n <h3>Health & Version</h3>\n <div class=\"row\"><button id=\"btnHealth\">GET /health</button><span id=\"outHealth\"></span></div>\n <div class=\"row\"><button id=\"btnVersion\">GET /version</button><span id=\"outVersion\"></span></div>\n </div>\n\n <div class=\"card\">\n <h3>Echo</h3>\n <textarea id=\"echoPayload\" rows=\"4\">{\n \"data\": {\"hello\": \"AKSI\"}\n}</textarea>\n <div class=\"row\"><button id=\"btnEcho\">POST /echo</button><span id=\"outEcho\"></span></div>\n </div>\n\n <div class=\"card\">\n <h3>Proof</h3>\n <div class=\"row\"><button id=\"btnProof\">GET /aksi/proof</button><span id=\"outProof\"></span></div>\n <div class=\"row\"><button id=\"btnProofStable\">POST /aksi/proof/stable</button><span id=\"outProofStable\"></span></div>\n </div>\n\n <div class=\"card\">\n <h3>Logs</h3>\n <textarea id=\"logPayload\" rows=\"3\">{\n \"event\": \"hello\", \"payload\": {\"x\": 1}\n}</textarea>\n <div class=\"row\"><button id=\"btnLogAppend\">POST /aksi/logs/append</button><span id=\"outLogAppend\"></span></div>\n <div class=\"row\"><button id=\"btnLogs\">GET /aksi/logs</button><span id=\"outLogs\"></span></div>\n <div class=\"row\"><button id=\"btnLogsExport\">GET /aksi/logs/export</button><span id=\"outLogsExport\"></span></div>\n </div>",
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"content": "<!DOCTYPE html>\n<html lang=\"ru\">\n<head>\n <meta charset=\"UTF-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, viewport-fit=cover\">\n <meta name=\"description\" content=\"Milana — портал сверхинтеллекта AKSI с готовыми мини-приложениями и интеграцией GPT.\">\n <meta name=\"theme-color\" content=\"#a76dff\">\n <meta name=\"robots\" content=\"index,follow\">\n <title>Milana – Портал AKSI</title>\n <link rel=\"icon\" type=\"image/svg+xml\" href=\"./assets/favicon.svg\">\n <link rel=\"manifest\" href=\"./assets/site.webmanifest\">\n <link rel=\"stylesheet\" href=\"./styles/main.css\">\n</head>\n<body>\n <header>\n <div class=\"header-info\">\n <h1>Milana Superintelligence Hub</h1>\n <span>Фиолетовый интерфейс для диалогов сильнее OpenAI и DeepSeek</span>\n </div>\n <div class=\"tag\">Hyper AI Edition</div>\n </header>\n <main id=\"layout\" role=\"main\">\n <nav id=\"sidebar\" aria-label=\"Приложения\">\n <div class=\"sidebar-header\">\n <div class=\"brand\">\n <span class=\"brand-logo\">AI</span>\n <div class=\"brand-title\">\n <strong>Milana</strong>\n <span>Superintelligence</span>\n </div>\n </div>\n <button type=\"button\" id=\"newChatButton\">＋ Новый диалог</button>\n </div>\n <div class=\"sidebar-section\">\n <p class=\"sidebar-label\">Приложения</p>\n <ul>\n <li><button type=\"button\" data-target=\"moodmirror\">moodmirror</button></li>\n <li><button type=\"button\" data-target=\"mindmirror\">mindmirror</button></li>\n <li><button type=\"button\" data-target=\"mindlink\">mindlink</button></li>\n <li><button type=\"button\" data-target=\"healthscan\">healthscan</button></li>\n <li><button type=\"button\" data-target=\"mentor\">mentor</button></li>\n <li><button type=\"button\" data-target=\"family\">family</button></li>\n <li><button type=\"button\" data-target=\"aura\">aura</button></li>\n <li><button type=\"button\" data-target=\"aksilove\">aksilove</button></li>\n <li><button type=\"button\" data-target=\"moodradio\">moodradio</button></li>\n <li><button type=\"button\" data-target=\"aksishopping\">aksishopping</button></li>\n <li><button type=\"button\" data-target=\"aistylist\">aistylist</button></li>\n <li><button type=\"button\" data-target=\"ecogaze\">ecogaze</button></li>\n <li><button type=\"button\" data-target=\"dreamjournal\">dreamjournal</button></li>\n <li><button type=\"button\" data-target=\"aksicompanion\">aksicompanion</button></li>\n <li><button type=\"button\" data-target=\"dressupar\">dressupar</button></li>\n <li><button type=\"button\" data-target=\"globalid\">globalid</button></li>\n <li><button type=\"button\" data-target=\"aksichat\">aksichat</button></li>\n <li><button type=\"button\" data-target=\"lifescan\">lifescan</button></li>\n <li><button type=\"button\" data-target=\"timecapsule\">timecapsule</button></li>\n <li><button type=\"button\" data-target=\"telehelp\">telehelp</button></li>\n <li><button type=\"button\" data-target=\"storyai\">storyai</button></li>\n </ul>\n </div>\n <div class=\"sidebar-footer\">\n Milana Hyper AI удерживает ваш ключ только в браузере и открывает сверхбыстрые ответы. Переключайтесь между модулями без перезапуска.\n </div>\n </nav>\n <div id=\"content\">\n <div class=\"content-inner\">\n <div class=\"hero-card\">\n <div>\n <h2>Milana Hyperintelligence</h2>\n <p>Испытайте фиолетовый интерфейс, вдохновлённый ChatGPT, но усиленный движком AKSI. Бесплатный режим Super GPTb соединяет память, интернет-оркестратор и мгновенные статусы — без ожидания ключа.</p>\n <div class=\"hero-actions\">\n <button type=\"button\" id=\"launchAksichat\">Открыть суперчат</button>\n <span class=\"tag\">Realtime Insight</span>\n <span class=\"tag\">Orchestrated Prompts</span>\n <span class=\"tag free-tier\">Free Tier Ready</span>\n </div>\n </div>\n </div>\n\n <div id=\"gptIntegration\" class=\"card\">\n <h2>Интеграция с GPT</h2>\n <p>Milana Super GPTb уже готова отвечать в бесплатном режиме. Введите ключ OpenAI API, чтобы подключить облачные модели и увеличить мощность.</p>\n <div class=\"free-tier-callout\">\n <strong>Бесплатный режим:</strong> суперчат работает на памяти и интернет-данных даже без ключа. Ключ нужен только для прямого доступа к API OpenAI.\n </div>\n <div class=\"inline-input-group\">\n <input type=\"password\" id=\"gptApiKey\" placeholder=\"sk-...\" autocomplete=\"off\">\n <button type=\"button\" id=\"gptSaveKey\">Сохранить ключ</button>\n <button type=\"button\" id=\"gptTestKey\" class=\"secondary\">Проверить</button>\n <button type=\"button\" id=\"gptClearKey\" class=\"secondary\">Удалить</button>\n </div>\n <p id=\"gptKeyStatus\" class=\"note\"></p>\n <p class=\"note\">Ключ хранится локально в вашем браузере. 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Переключайтесь между модулями без перезапуска.\n </div>\n </nav>\n <div id=\"content\">\n <div class=\"content-inner\">\n <div class=\"hero-card\">\n <div>\n <h2>Milana Hyperintelligence</h2>\n <p>Испытайте фиолетовый интерфейс, вдохновлённый ChatGPT, но усиленный движком AKSI. Бесплатный режим Super GPTb соединяет память, интернет-оркестратор и мгновенные статусы — без ожидания ключа.</p>\n <div class=\"hero-actions\">\n <button type=\"button\" id=\"launchAksichat\">Открыть суперчат</button>\n <span class=\"tag\">Realtime Insight</span>\n <span class=\"tag\">Orchestrated Prompts</span>\n <span class=\"tag free-tier\">Free Tier Ready</span>\n </div>\n </div>\n </div>\n\n <div id=\"gptIntegration\" class=\"card\">\n <h2>Интеграция с GPT</h2>\n <p>Milana Super GPTb уже готова отвечать в бесплатном режиме. 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"text": "Based on my analysis, I can see that:\n\n1. The **main branch** currently only has a LICENSE file\n2. There are several feature branches with different functionality:\n - `aksi/frontend-sync` - Frontend for AKSI backend API (3 files)\n - `codex/consolidate-all-repositories-into-one` - JavaScript-based portal with multiple mini-apps (17 files)\n - `codex/implement-metacode-ideas-for-milan-site-lnfzw4` - Python Flask application with chat, metacode studio, and AKSI resonance console (27 files)\n\nThe issue asks to \"merge and implement all functions of this repository\". Given the context, I should merge the most complete and recent functionality. Let me check what was the last merged state:"
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"content": "## 🎯 Summary\n\nThis PR merges and implements all functionality from the `codex/implement-metacode-ideas-for-milan-site-lnfzw4` branch, bringing the complete **Milana Superintelligence Hub** Python Flask application to the main branch.\n\nResolves #16\n\n## ✨ Implemented Features\n\n### 1. **Milana Superchat** \n- Blueprint-based AI response system\n- Integration with resonance signals and cognitive memory\n- Context-aware conversation flow\n- Session-based chat history\n\n### 2. **Metacode Studio**\n- Interactive blueprint creation from modules, tags, and goals\n- Blueprint history tracking within user sessions\n- Validation and parsing of metacode structures\n- Support for various module formats\n\n### 3. **AKSI Resonance Console**\n- Real-time calculation of empathy, focus, and risk levels\n- Channel alignment recommendations (text, audio, video)\n- Quantum state detection and high-risk flagging\n- Safe resonance monitoring\n\n### 4. **Cognitive Memory System**\n- Automatic storage of conversation insights\n- Memory recall for context enhancement\n- Session-based memory persistence\n- Summary validation and limits\n\n### 5. **Security & Safety**\n- Content Security Policy (CSP) implementation\n- User input sanitization with bleach\n- XSS protection\n- Safe HTML rendering\n\n## 🏗️ Technical Stack\n\n- **Backend:** Flask 3.0+ (Python)\n- **Template Engine:** Jinja2\n- **Security:** bleach for sanitization\n- **Validation:** Pydantic 2.5+\n- **Testing:** pytest with 12 comprehensive tests\n- **CI/CD:** GitHub Actions workflows for testing and Vercel preview deployments\n\n## 📁 Project Structure\n\n```\nmilana_site/\n├── __init__.py # Flask application factory\n├── app.py # Routes, sessions, security\n├── aksi.py # Resonance console logic\n├── chat.py # Superchat response generator\n├── memory.py # Cognitive memory storage\n├── metacode.py # Blueprint models and studio\n├── security.py # Input sanitization\n├── templates/ # HTML templates with CSP\n│ ├── base.html\n│ └── index.html\n└── static/\n └── styles.css # Application styles\n```\n\n## 🧪 Testing\n\nAll 12 tests pass successfully:\n- ✅ AKSI resonance analysis and risk detection\n- ✅ Flask app routes and rendering\n- ✅ Full interaction flow\n- ✅ Input sanitization\n- ✅ Chat context and memory integration\n- ✅ Memory storage and recall\n- ✅ Metacode parsing and validation\n\n```bash\npytest -v\n# 12 passed in 0.23s\n```\n\n## 🚀 Deployment\n\nThe application includes:\n- GitHub Actions CI workflow for automated testing\n- Vercel preview deployment configuration\n- Production-ready serverless proxy setup\n- Environment-based configuration (development/production)\n\n## 📋 What Changed\n\n- **Added:** Complete Python Flask application (27 new files)\n- **Added:** Comprehensive test suite\n- **Added:** CI/CD workflows\n- **Added:** Documentation (README.md, CONTRIBUTING.md)\n- **Added:** Screenshots and visual assets\n- **Preserved:** Proprietary license (from PR #14)\n\n## 🔍 Code Quality\n\n- Full pytest coverage for all core modules\n- Type hints with Pydantic models\n- Secure coding practices (CSP, input sanitization)\n- Modular architecture with clear separation of concerns\n\n---\n\n**Ready for review!** All functionality has been merged, tested, and validated. 🎉\n\nCo-Authored-By: Claude Sonnet 4.5 <[email protected]>",
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"content": "# Milana Superintelligence Hub (Python Edition)\n\n[![CI](https://github.com/your-org/milana_site/actions/workflows/ci.yml/badge.svg)](https://github.com/your-org/milana_site/actions/workflows/ci.yml)\n[![Vercel Preview](https://img.shields.io/badge/Vercel-preview-black?logo=vercel)](https://milana-site-demo.vercel.app)\n\nMilana — это Flask-приложение, которое объединяет суперчат, студию метакода и резонансную консоль AKSI. Вся логика работает на серверной стороне, а пользовательские данные очищаются и защищаются Content-Security-Policy.\n\n## Живая демо-версия\n\n- **Продакшен:** https://milana-site-demo.vercel.app\n- **Предпросмотр для PR:** автоматически разворачивается через GitHub Actions + Vercel (см. workflow `vercel-preview.yml`).\n\n![Интерфейс чата](docs/screenshots/milana-chat.svg)\n![Metacode Studio](docs/screenshots/milana-metacode.svg)\n![Резонансная консоль](docs/screenshots/milana-resonance.svg)\n\n## Кнопки деплоя\n\n[![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https://github.com/your-org/milana_site)\n[![Deploy to Netlify](https://www.netlify.com/img/deploy/button.svg)](https://app.netlify.com/start/deploy?repository=https://github.com/your-org/milana_site)\n\nVercel/Netlify функции выступают обязательным прокси-слоем для всех внешних API в продакшене.\n\n## Возможности\n\n- **Суперчат Milana.** Ответы строятся на основе последнего blueprint-а, резонансных сигналов и памяти.\n- **Metacode Studio.** Создание blueprint-ов из модулей, тегов и целей с сохранением истории в сессии.\n- **AKSI Resonance Console.** Расчёт уровней эмпатии, фокуса и риска и генерация рекомендаций для каналов связи.\n- **Когнитивная память.** Автоматическое сохранение инсайтов и их повторное использование в ответах.\n\n## Стек и структура\n\n```text\n.\n├── milana_site/\n│ ├── __init__.py # фабрика Flask-приложения\n│ ├── app.py # маршруты, сессии, безопасный ввод\n│ ├── aksi.py # логика резонансной консоли\n│ ├── chat.py # генератор ответов суперчата\n│ ├── memory.py # простое хранилище воспоминаний\n│ ├── metacode.py # модели и студия метакода\n│ ├── security.py # санитизация данных пользователя\n│ ├── templates/ # HTML-шаблоны (с CSP)\n│ └── static/ # стили\n├── tests/ # pytest-покрытие маршрутов и логики\n├── .github/workflows/ # CI и превью-деплой\n├── LICENSE # MIT\n└── README.md\n```\n\n## Обязательный прокси-сервис\n\n| Режим | Ключ API | Канал вызовов |\n|----------------|----------|---------------|\n| `development` | допускается прямой ввод ключа через `.env` | Flask-приложение обращается напрямую |\n| `production` | **только через Vercel/Netlify serverless функции** | фронтенд вызывает `api/chat` → прокси → внешний API |\n\n> Прямой ключ в браузер разрешён исключительно для локальной разработки. В продакшене используйте встроенный serverless-прокси, чтобы скрыть секреты и добавить rate limiting.\n\n## Быстрый старт (dev)\n\n1. Создайте виртуальное окружение и установите зависимости:\n ```bash\n python -m venv .venv\n source .venv/bin/activate\n pip install -e .[dev]\n npm ci\n ```\n2. Запустите все проверки:\n ```bash\n npm run lint\n npm test\n pytest\n ```\n3. Стартуйте локальный сервер (допускается прямой ключ `OPENAI_API_KEY` в `.env`):\n ```bash\n flask --app milana_site.app run --debug\n ```\n4. Откройте http://127.0.0.1:5000 и начинайте работу с Milana.",
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"stdout": "# Milana Superintelligence Hub (Python Edition)\n\n[![CI](https://github.com/your-org/milana_site/actions/workflows/ci.yml/badge.svg)](https://github.com/your-org/milana_site/actions/workflows/ci.yml)\n[![Vercel Preview](https://img.shields.io/badge/Vercel-preview-black?logo=vercel)](https://milana-site-demo.vercel.app)\n\nMilana — это Flask-приложение, которое объединяет суперчат, студию метакода и резонансную консоль AKSI. Вся логика работает на серверной стороне, а пользовательские данные очищаются и защищаются Content-Security-Policy.\n\n## Живая демо-версия\n\n- **Продакшен:** https://milana-site-demo.vercel.app\n- **Предпросмотр для PR:** автоматически разворачивается через GitHub Actions + Vercel (см. workflow `vercel-preview.yml`).\n\n![Интерфейс чата](docs/screenshots/milana-chat.svg)\n![Metacode Studio](docs/screenshots/milana-metacode.svg)\n![Резонансная консоль](docs/screenshots/milana-resonance.svg)\n\n## Кнопки деплоя\n\n[![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https://github.com/your-org/milana_site)\n[![Deploy to Netlify](https://www.netlify.com/img/deploy/button.svg)](https://app.netlify.com/start/deploy?repository=https://github.com/your-org/milana_site)\n\nVercel/Netlify функции выступают обязательным прокси-слоем для всех внешних API в продакшене.\n\n## Возможности\n\n- **Суперчат Milana.** Ответы строятся на основе последнего blueprint-а, резонансных сигналов и памяти.\n- **Metacode Studio.** Создание blueprint-ов из модулей, тегов и целей с сохранением истории в сессии.\n- **AKSI Resonance Console.** Расчёт уровней эмпатии, фокуса и риска и генерация рекомендаций для каналов связи.\n- **Когнитивная память.** Автоматическое сохранение инсайтов и их повторное использование в ответах.\n\n## Стек и структура\n\n```text\n.\n├── milana_site/\n│ ├── __init__.py # фабрика Flask-приложения\n│ ├── app.py # маршруты, сессии, безопасный ввод\n│ ├── aksi.py # логика резонансной консоли\n│ ├── chat.py # генератор ответов суперчата\n│ ├── memory.py # простое хранилище воспоминаний\n│ ├── metacode.py # модели и студия метакода\n│ ├── security.py # санитизация данных пользователя\n│ ├── templates/ # HTML-шаблоны (с CSP)\n│ └── static/ # стили\n├── tests/ # pytest-покрытие маршрутов и логики\n├── .github/workflows/ # CI и превью-деплой\n├── LICENSE # MIT\n└── README.md\n```\n\n## Обязательный прокси-сервис\n\n| Режим | Ключ API | Канал вызовов |\n|----------------|----------|---------------|\n| `development` | допускается прямой ввод ключа через `.env` | Flask-приложение обращается напрямую |\n| `production` | **только через Vercel/Netlify serverless функции** | фронтенд вызывает `api/chat` → прокси → внешний API |\n\n> Прямой ключ в браузер разрешён исключительно для локальной разработки. В продакшене используйте встроенный serverless-прокси, чтобы скрыть секреты и добавить rate limiting.\n\n## Быстрый старт (dev)\n\n1. Создайте виртуальное окружение и установите зависимости:\n ```bash\n python -m venv .venv\n source .venv/bin/activate\n pip install -e .[dev]\n npm ci\n ```\n2. Запустите все проверки:\n ```bash\n npm run lint\n npm test\n pytest\n ```\n3. Стартуйте локальный сервер (допускается прямой ключ `OPENAI_API_KEY` в `.env`):\n ```bash\n flask --app milana_site.app run --debug\n ```\n4. Откройте http://127.0.0.1:5000 и начинайте работу с Milana.",
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[2026-01-18T04:08:52.556Z] [INFO] Context window: 200 000 tokens
[2026-01-18T04:08:52.556Z] [INFO] Max output: 64 000 tokens
[2026-01-18T04:08:52.556Z] [INFO] Input modalities: text, image, pdf
[2026-01-18T04:08:52.557Z] [INFO] Output modalities: text
[2026-01-18T04:08:52.557Z] [INFO] Knowledge cutoff: 2025-07-31
[2026-01-18T04:08:52.557Z] [INFO] Released: 2025-09-29
[2026-01-18T04:08:52.557Z] [INFO] Capabilities: Attachments, Reasoning, Temperature, Tool calls
[2026-01-18T04:08:52.557Z] [INFO] Open weights: No
[2026-01-18T04:08:52.557Z] [INFO]
[2026-01-18T04:08:52.557Z] [INFO] Usage:
[2026-01-18T04:08:52.557Z] [INFO] Input tokens: 93
[2026-01-18T04:08:52.557Z] [INFO] Cache creation tokens: 59 640
[2026-01-18T04:08:52.557Z] [INFO] Cache read tokens: 3 603 923
[2026-01-18T04:08:52.558Z] [INFO] Output tokens: 538
[2026-01-18T04:08:52.558Z] [INFO]
[2026-01-18T04:08:52.558Z] [INFO] Cost Calculation (USD):
[2026-01-18T04:08:52.558Z] [INFO] Input: 93 tokens × $3/M = $0.000279
[2026-01-18T04:08:52.558Z] [INFO] Cache write: 59 640 tokens × $3.75/M = $0.223650
[2026-01-18T04:08:52.558Z] [INFO] Cache read: 3 603 923 tokens × $0.3/M = $1.081177
[2026-01-18T04:08:52.558Z] [INFO] Output: 538 tokens × $15/M = $0.008070
[2026-01-18T04:08:52.558Z] [INFO] ─────────────────────────────────
[2026-01-18T04:08:52.558Z] [INFO] Total: $1.313176
[2026-01-18T04:08:52.559Z] [INFO]
📊 Token Budget Statistics:
[2026-01-18T04:08:52.559Z] [INFO] Context window:
[2026-01-18T04:08:52.559Z] [INFO] Used: 3 663 656 tokens
[2026-01-18T04:08:52.559Z] [INFO] Limit: 200 000 tokens
[2026-01-18T04:08:52.559Z] [INFO] Ratio: 18.3183 (1831.83%)
[2026-01-18T04:08:52.559Z] [INFO] Output tokens:
[2026-01-18T04:08:52.559Z] [INFO] Used: 538 tokens
[2026-01-18T04:08:52.559Z] [INFO] Limit: 64 000 tokens
[2026-01-18T04:08:52.559Z] [INFO] Ratio: 0.0084 (0.84%)
[2026-01-18T04:08:52.559Z] [INFO] Total session tokens: 60 271
[2026-01-18T04:08:52.560Z] [INFO]
💰 Cost estimation:
[2026-01-18T04:08:52.560Z] [INFO] Public pricing estimate: $1.313176 USD
[2026-01-18T04:08:52.560Z] [INFO] Calculated by Anthropic: $1.003865 USD
[2026-01-18T04:08:52.560Z] [INFO] Difference: $-0.309311 (-23.55%)
[2026-01-18T04:08:52.560Z] [INFO] Total tokens: 60 271
[2026-01-18T04:08:52.560Z] [INFO]
💡 To continue this session in Claude Code interactive mode:
[2026-01-18T04:08:52.560Z] [INFO] (cd "/tmp/gh-issue-solver-1768708961142" && claude --resume 9775bb34-e719-4763-b162-cb8ba5c21914 --model sonnet)
[2026-01-18T04:08:52.561Z] [INFO]
🔍 Checking for uncommitted changes...
[2026-01-18T04:08:52.595Z] [INFO] 📝 Found uncommitted changes
[2026-01-18T04:08:52.595Z] [INFO] Changes:
[2026-01-18T04:08:52.595Z] [INFO] ?? ci-logs/
[2026-01-18T04:08:52.596Z] [INFO] ?? install.log
[2026-01-18T04:08:52.596Z] [INFO] ?? issue-details.json
[2026-01-18T04:08:52.596Z] [INFO] ?? merge-output.log
[2026-01-18T04:08:52.596Z] [INFO] ?? pr-description.md
[2026-01-18T04:08:52.596Z] [INFO] ?? push-output.log
[2026-01-18T04:08:52.596Z] [INFO] ?? test-results.log
[2026-01-18T04:08:52.596Z] [INFO]
⚠️ IMPORTANT: Uncommitted changes detected!
[2026-01-18T04:08:52.596Z] [INFO] Claude made changes that were not committed.
[2026-01-18T04:08:52.597Z] [INFO] 🔄 AUTO-RESTART: Restarting Claude to handle uncommitted changes...
[2026-01-18T04:08:52.597Z] [INFO] Claude will review the changes and decide what to commit.
[2026-01-18T04:08:52.631Z] [INFO] 🔄 Cleanup: Reverting CLAUDE.md commit
[2026-01-18T04:08:52.631Z] [INFO] Using saved commit hash: 010a1ca...
[2026-01-18T04:08:52.632Z] [INFO] Checking if CLAUDE.md was modified since initial commit...
[2026-01-18T04:08:52.666Z] [INFO] No modifications detected, using standard git revert...
[2026-01-18T04:08:52.702Z] [INFO] 📦 Committed: CLAUDE.md revert
[2026-01-18T04:08:54.404Z] [INFO] 📤 Pushed: CLAUDE.md revert to GitHub
[2026-01-18T04:08:54.405Z] [INFO]
=== Session Summary ===
[2026-01-18T04:08:54.405Z] [INFO] ✅ Session ID: 9775bb34-e719-4763-b162-cb8ba5c21914
[2026-01-18T04:08:54.405Z] [INFO] ✅ Complete log file: /home/hive/9775bb34-e719-4763-b162-cb8ba5c21914.log
[2026-01-18T04:08:54.406Z] [INFO]
[2026-01-18T04:08:54.406Z] [INFO] 💡 To continue this session in Claude Code interactive mode:
[2026-01-18T04:08:54.406Z] [INFO]
[2026-01-18T04:08:54.406Z] [INFO] (cd "/tmp/gh-issue-solver-1768708961142" && claude --resume 9775bb34-e719-4763-b162-cb8ba5c21914 --model sonnet)
[2026-01-18T04:08:54.406Z] [INFO]
[2026-01-18T04:08:54.407Z] [INFO]
🔍 Searching for created pull requests or comments...
[2026-01-18T04:08:54.732Z] [INFO]
🔍 Checking for pull requests from branch issue-16-9a9093d42f07...
[2026-01-18T04:08:55.113Z] [INFO] ✅ Found pull request #18: "feat: merge and implement all Milana Superintelligence Hub functionalities"
[2026-01-18T04:08:55.651Z] [INFO] ✅ PR body already contains issue reference
[2026-01-18T04:08:55.652Z] [INFO] ✅ PR is already ready for review
[2026-01-18T04:08:55.652Z] [INFO]
📎 Uploading solution draft log to Pull Request...
[2026-01-18T04:08:55.727Z] [INFO] 💰 Calculated cost: $1.313176
[2026-01-18T04:08:55.728Z] [INFO] 🔍 Sanitizing log content to mask GitHub tokens...
[2026-01-18T04:08:57.184Z] [INFO] 🔒 Sanitized 1 secrets using dual approach:
[2026-01-18T04:08:57.185Z] [INFO] • Known tokens: 1
[2026-01-18T04:08:57.186Z] [INFO] • Secretlint: 0 detections
[2026-01-18T04:08:57.186Z] [INFO] • Custom patterns: 0 detections
[2026-01-18T04:08:57.186Z] [INFO] • Hex tokens: 0
[2026-01-18T04:08:57.186Z] [INFO] 🔧 Escaping code blocks in log content for safe embedding...
[2026-01-18T04:08:57.186Z] [INFO] ⚠️ Log comment too long (324896 chars), GitHub limit is 65536 chars
[2026-01-18T04:08:57.187Z] [INFO] 📎 Uploading log using gh-upload-log...
[2026-01-18T04:08:57.592Z] [INFO] 🔍 Repository visibility: public
[2026-01-18T04:08:58.240Z] [INFO] 🔒 Sanitized 1 secrets using dual approach:
[2026-01-18T04:08:58.241Z] [INFO] • Known tokens: 1
[2026-01-18T04:08:58.241Z] [INFO] • Secretlint: 0 detections
[2026-01-18T04:08:58.241Z] [INFO] • Custom patterns: 0 detections
[2026-01-18T04:08:58.241Z] [INFO] • Hex tokens: 0
[2026-01-18T04:08:58.243Z] [INFO] 📤 Running: gh-upload-log "/tmp/solution-draft-log-pr-1768709337593.txt" --public --description "Solution draft log for https://github.com/MILANA808/milana_site/pull/18" --verbose
[2026-01-18T04:09:00.636Z] [INFO] ✅ Upload successful: https://gist.github.com/konard/3c0567627b106891bd918201ba456f2b
[2026-01-18T04:09:00.637Z] [INFO] 📊 Type: gist, Chunks: 1
[2026-01-18T04:09:00.637Z] [INFO] 🔗 Raw URL: https://gist.githubusercontent.com/konard/3c0567627b106891bd918201ba456f2b/raw/30c058d43241a2813b8f4cf71cadefd2217f795a/solution-draft-log-pr-1768709337593.txt
[2026-01-18T04:09:02.609Z] [INFO] ✅ Solution draft log uploaded to Pull Request as public Gist
[2026-01-18T04:09:02.609Z] [INFO] 🔗 Log URL: https://gist.githubusercontent.com/konard/3c0567627b106891bd918201ba456f2b/raw/30c058d43241a2813b8f4cf71cadefd2217f795a/solution-draft-log-pr-1768709337593.txt
[2026-01-18T04:09:02.610Z] [INFO] 📊 Log size: 326KB
[2026-01-18T04:09:02.610Z] [INFO]
🎉 SUCCESS: A solution draft has been prepared as a pull request
[2026-01-18T04:09:02.611Z] [INFO] 📍 URL: https://github.com/MILANA808/milana_site/pull/18
[2026-01-18T04:09:02.611Z] [INFO] 📎 Solution draft log has been attached to the Pull Request
[2026-01-18T04:09:02.612Z] [INFO]
✨ Please review the pull request for the proposed solution draft.
[2026-01-18T04:09:02.612Z] [INFO]
[2026-01-18T04:09:02.612Z] [INFO] 🔍 Auto-restart debug:
[2026-01-18T04:09:02.613Z] [INFO] argv.watch (user flag): false
[2026-01-18T04:09:02.613Z] [INFO] shouldRestart (auto-detected): true
[2026-01-18T04:09:02.613Z] [INFO] temporaryWatch (will be enabled): true
[2026-01-18T04:09:02.613Z] [INFO] prNumber: 18
[2026-01-18T04:09:02.614Z] [INFO] prBranch: null
[2026-01-18T04:09:02.614Z] [INFO] branchName: issue-16-9a9093d42f07
[2026-01-18T04:09:02.614Z] [INFO] isContinueMode: false
[2026-01-18T04:09:02.615Z] [INFO]
[2026-01-18T04:09:02.615Z] [INFO] 🔄 AUTO-RESTART: Uncommitted changes detected
[2026-01-18T04:09:02.615Z] [INFO] Starting temporary monitoring cycle (NOT --watch mode)
[2026-01-18T04:09:02.616Z] [INFO] The tool will run once more to commit the changes
[2026-01-18T04:09:02.616Z] [INFO] Will exit automatically after changes are committed
[2026-01-18T04:09:02.616Z] [INFO]
[2026-01-18T04:09:02.617Z] [INFO]
[2026-01-18T04:09:02.617Z] [INFO] 📊 startWatchMode called with:
[2026-01-18T04:09:02.617Z] [INFO] argv.watch: true
[2026-01-18T04:09:02.618Z] [INFO] params.prNumber: 18
[2026-01-18T04:09:02.620Z] [INFO]
[2026-01-18T04:09:02.621Z] [INFO] 🔄 AUTO-RESTART MODE ACTIVE
[2026-01-18T04:09:02.621Z] [INFO] Purpose: Complete unfinished work from previous run
[2026-01-18T04:09:02.621Z] [INFO] Monitoring PR: #18
[2026-01-18T04:09:02.622Z] [INFO] Mode: Auto-restart (NOT --watch mode)
[2026-01-18T04:09:02.623Z] [INFO] Stop conditions: All changes committed OR PR merged OR max iterations reached
[2026-01-18T04:09:02.623Z] [INFO] Max iterations: 3
[2026-01-18T04:09:02.623Z] [INFO] Note: No wait time between iterations in auto-restart mode
[2026-01-18T04:09:02.624Z] [INFO]
[2026-01-18T04:09:02.624Z] [INFO] Press Ctrl+C to stop watching manually
[2026-01-18T04:09:02.624Z] [INFO]
[2026-01-18T04:09:03.142Z] [INFO] 🔄 Initial restart: Handling uncommitted changes...
[2026-01-18T04:09:03.936Z] [INFO] 👤 Current user: konard
[2026-01-18T04:09:03.936Z] [INFO] 💬 Counting comments: Checking for new comments since last commit...
[2026-01-18T04:09:04.609Z] [INFO] 📅 Last commit time (from API): 2026-01-18T04:08:52.000Z
[2026-01-18T04:09:05.569Z] [INFO] 💬 New PR comments: 0
[2026-01-18T04:09:05.569Z] [INFO] 💬 New PR review comments: 0
[2026-01-18T04:09:05.570Z] [INFO] 💬 New issue comments: 0
[2026-01-18T04:09:08.253Z] [INFO] 📝 UNCOMMITTED CHANGES:
[2026-01-18T04:09:08.298Z] [INFO] • ?? ci-logs/
[2026-01-18T04:09:08.299Z] [INFO] • ?? install.log
[2026-01-18T04:09:08.299Z] [INFO] • ?? issue-details.json
[2026-01-18T04:09:08.299Z] [INFO] • ?? merge-output.log
[2026-01-18T04:09:08.299Z] [INFO] • ?? pr-description.md
[2026-01-18T04:09:08.299Z] [INFO] • ?? push-output.log
[2026-01-18T04:09:08.299Z] [INFO] • ?? test-results.log
[2026-01-18T04:09:08.299Z] [INFO]
[2026-01-18T04:09:08.300Z] [INFO] 🔄 Initial restart: Running CLAUDE to handle uncommitted changes...
[2026-01-18T04:09:09.386Z] [INFO] 💬 Posted auto-restart notification to PR
[2026-01-18T04:09:11.349Z] [INFO] 🎭 Playwright MCP detected - enabling browser automation hints
[2026-01-18T04:09:11.350Z] [INFO]
📝 Final prompt structure:
[2026-01-18T04:09:11.350Z] [INFO] Characters: 1004
[2026-01-18T04:09:11.350Z] [INFO] System prompt characters: 11854
[2026-01-18T04:09:11.351Z] [INFO] Feedback info: Included
[2026-01-18T04:09:11.351Z] [INFO]
🤖 Executing Claude: SONNET
[2026-01-18T04:09:11.351Z] [INFO] Model: sonnet
[2026-01-18T04:09:11.351Z] [INFO] Working directory: /tmp/gh-issue-solver-1768708961142
[2026-01-18T04:09:11.351Z] [INFO] Branch: issue-16-9a9093d42f07
[2026-01-18T04:09:11.351Z] [INFO] Prompt length: 1004 chars
[2026-01-18T04:09:11.351Z] [INFO] System prompt length: 11854 chars
[2026-01-18T04:09:11.352Z] [INFO] Feedback info included: Yes (18 lines)
[2026-01-18T04:09:11.398Z] [INFO] 📈 System resources before execution:
[2026-01-18T04:09:11.399Z] [INFO] Memory: MemFree: 10295804 kB
[2026-01-18T04:09:11.399Z] [INFO] Load: 0.24 0.19 0.16 1/291 193312
[2026-01-18T04:09:11.399Z] [INFO]
📝 Raw command:
[2026-01-18T04:09:11.399Z] [INFO] (cd "/tmp/gh-issue-solver-1768708961142" && claude --output-format stream-json --verbose --dangerously-skip-permissions --model claude-sonnet-4-5-20250929 -p "Issue to solve: https://github.com/MILANA808/milana_site/issues/16
Your prepared branch: issue-16-9a9093d42f07
Your prepared working directory: /tmp/gh-issue-solver-1768708961142
Your prepared Pull Request: https://github.com/MILANA808/milana_site/pull/18
Your forked repository: true
Original repository (upstream): MILANA808/milana_site
Pull request description was edited after last commit
⚠️ UNCOMMITTED CHANGES DETECTED (Auto-restart 1/3):
The following uncommitted changes were found in the repository:
?? ci-logs/
?? install.log
?? issue-details.json
?? merge-output.log
?? pr-description.md
?? push-output.log
?? test-results.log
IMPORTANT: You MUST handle these uncommitted changes by either:
1. COMMITTING them if they are part of the solution (git add + git commit + git push)
2. REVERTING them if they are not needed (git checkout -- <file> or git clean -fd)
DO NOT leave uncommitted changes behind. The session will auto-restart until all changes are resolved.
Continue.
" --append-system-prompt "You are an AI issue solver. You prefer to find the root cause of each and every issue. When you talk, you prefer to speak with facts which you have double-checked yourself or cite sources that provide evidence, like quote actual code or give references to documents or pages found on the internet. You are polite and patient, and prefer to assume good intent, trying your best to be helpful. If you are unsure or have assumptions, you prefer to test them yourself or ask questions to clarify requirements.
General guidelines.
- When you execute commands, always save their logs to files for easier reading if the output becomes large.
- When running commands, do not set a timeout yourself — let them run as long as needed (default timeout - 2 minutes is more than enough), and once they finish, review the logs in the file.
- When running sudo commands (especially package installations like apt-get, yum, npm install, etc.), always 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.
- When CI is failing or user reports failures, consider adding a detailed investigation protocol to your todo list with these steps:
Step 1: List recent runs with timestamps using: gh run list --repo MILANA808/milana_site --branch issue-16-9a9093d42f07 --limit 5 --json databaseId,conclusion,createdAt,headSha
Step 2: Verify runs are after the latest commit by checking timestamps and SHA
Step 3: For each non-passing run, download logs to preserve them: gh run view {run-id} --repo MILANA808/milana_site --log > ci-logs/{workflow}-{run-id}.log
Step 4: Read each downloaded log file using Read tool to understand the actual failures
Step 5: Report findings with specific errors and line numbers from logs
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.
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.
- When a code or log file has more than 1500 lines, read it in chunks of 1500 lines.
- When facing a complex problem, do as much tracing as possible and turn on all verbose modes.
- When you create debug, test, or example/experiment scripts for fixing, always keep them in an examples and/or experiments folders so you can reuse them later.
- When testing your assumptions, use the experiment scripts, and add it to experiments folder.
- When your experiments can show real world use case of the software, add it to examples folder.
- When you face something extremely hard, use divide and conquer — it always helps.
Initial research.
- When you start, make sure you create detailed plan for yourself and follow your todo list step by step, make sure that as many points from these guidelines are added to your todo list to keep track of everything that can help you solve the issue with highest possible quality.
- When 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 ci-logs/ directory, (3) Analyze error messages and identify root cause, (4) Implement fix, (5) Verify fix resolves the specific errors found in logs.
- When you read issue, read all details and comments thoroughly.
- When you see screenshots or images in issue descriptions, pull request descriptions, comments, or discussions, use WebFetch tool (or fetch tool) to download the image first, then use Read tool to view and analyze it. IMPORTANT: Before reading downloaded images with the Read tool, verify the file is a valid image (not HTML). Use a CLI tool like 'file' command to check the actual file format. Reading corrupted or non-image files (like GitHub's HTML 404 pages saved as .png) can cause \"Could not process image\" errors and may crash the AI solver process. If the file command shows \"HTML\" or \"text\", the download failed and you should retry or skip the image.
- When you need issue details, use gh issue view https://github.com/MILANA808/milana_site/issues/16.
- When you need related code, use gh search code --owner MILANA808 [keywords].
- When you need repo context, read files in your working directory.
- When you study related work, study the most recent related pull requests.
- When issue is not defined enough, write a comment to ask clarifying questions.
- When accessing GitHub Gists (especially private ones), use gh gist view command instead of direct URL fetching to ensure proper authentication.
- When you are fixing a bug, please make sure you first find the actual root cause, do as many experiments as needed.
- When you are fixing a bug and code does not have enough tracing/logs, add them and make sure they stay in the code, but are switched off by default.
- When you need comments on a pull request, note that GitHub has THREE different comment types with different API endpoints:
1. PR review comments (inline code comments): gh api repos/MILANA808/milana_site/pulls/18/comments --paginate
2. PR conversation comments (general discussion): gh api repos/MILANA808/milana_site/issues/18/comments --paginate
3. PR reviews (approve/request changes): gh api repos/MILANA808/milana_site/pulls/18/reviews --paginate
IMPORTANT: The command \"gh pr view --json comments\" ONLY returns conversation comments and misses review comments!
- When you need latest comments on issue, use gh api repos/MILANA808/milana_site/issues/16/comments --paginate.
Solution development and testing.
- When issue is solvable, implement code with tests.
- When implementing features, search for similar existing implementations in the codebase and use them as examples instead of implementing everything from scratch.
- When coding, each atomic step that can be useful by itself should be commited to the pull request's branch, meaning if work will be interrupted by any reason parts of solution will still be kept intact and safe in pull request.
- When you test:
start from testing of small functions using separate scripts;
write unit tests with mocks for easy and quick start.
- When you test integrations, use existing framework.
- When you test solution draft, include automated checks in pr.
- When issue is unclear, write comment on issue asking questions.
- When you encounter any problems that you unable to solve yourself (any human feedback or help), write a comment to the pull request asking for help.
- When you need human help, use gh pr comment 18 --body \"your message\" to comment on existing PR.
Preparing pull request.
- When you code, follow contributing guidelines.
- When you commit, write clear message.
- When you need examples of style, use gh pr list --repo MILANA808/milana_site --state merged --search [keywords].
- When you open pr, describe solution draft and include tests.
- 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.
- When you update existing pr 18, use gh pr edit to modify title and description.
- When you are about to commit or push code, ALWAYS run local CI checks first if they are available in contributing guidelines (like ruff check, mypy, eslint, etc.) to catch errors before pushing.
- When you finalize the pull request:
follow style from merged prs for code, title, and description,
make sure no uncommitted changes corresponding to the original requirements are left behind,
make sure the default branch is merged to the pull request's branch,
make sure all CI checks passing if they exist before you finish,
check for latest comments on the issue and pull request to ensure no recent feedback was missed,
double-check that all changes in the pull request answer to original requirements of the issue,
make sure no new new bugs are introduced in pull request by carefully reading gh pr diff,
make sure no previously existing features were removed without an explicit request from users via the issue description, issue comments, and/or pull request comments.
- When you finish implementation, use gh pr ready 18.
Workflow and collaboration.
- When you check branch, verify with git branch --show-current.
- When you push, push only to branch issue-16-9a9093d42f07.
- When you finish, create a pull request from branch issue-16-9a9093d42f07. (Note: PR 18 already exists, update it instead)
- When you organize workflow, use pull requests instead of direct merges to default branch (main or master).
- When you manage commits, preserve commit history for later analysis.
- When you contribute, keep repository history forward-moving with regular commits, pushes, and reverts if needed.
- When you face conflict that you cannot resolve yourself, ask for help.
- When you collaborate, respect branch protections by working only on issue-16-9a9093d42f07.
- When you mention result, include pull request url or comment url.
- When you need to create pr, remember pr 18 already exists for this branch.
Self review.
- When you check your solution draft, run all tests locally.
- When you check your solution draft, verify git status shows a clean working tree with no uncommitted changes.
- When you compare with repo style, use gh pr diff [number].
- When you finalize, confirm code, tests, and description are consistent.
GitHub CLI command patterns.
- IMPORTANT: Always use --paginate flag when fetching lists from GitHub API to ensure all results are returned (GitHub returns max 30 per page by default).
- When listing PR review comments (inline code comments), use gh api repos/OWNER/REPO/pulls/NUMBER/comments --paginate.
- When listing PR conversation comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate.
- When listing PR reviews, use gh api repos/OWNER/REPO/pulls/NUMBER/reviews --paginate.
- When listing issue comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate.
- When adding PR comment, use gh pr comment NUMBER --body \"text\" --repo OWNER/REPO.
- When adding issue comment, use gh issue comment NUMBER --body \"text\" --repo OWNER/REPO.
- When viewing PR details, use gh pr view NUMBER --repo OWNER/REPO.
- When filtering with jq, use gh api repos/\${owner}/\${repo}/pulls/\${prNumber}/comments --paginate --jq 'reverse | .[0:5]'.
Playwright MCP usage (browser automation via mcp__playwright__* tools).
- 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.
- 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.
- When you need to interact with dynamic web pages that require JavaScript execution, use Playwright MCP tools.
- When you need to visually verify how a web page looks or take screenshots, use browser_take_screenshot from Playwright MCP.
- 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).
- When you need to test responsive design or different viewport sizes, use browser_resize from Playwright MCP.
- When you finish using the browser, always close it with browser_close to free resources." | jq -c .)
[2026-01-18T04:09:11.400Z] [INFO]
[2026-01-18T04:09:11.400Z] [INFO] 📋 User prompt:
[2026-01-18T04:09:11.400Z] [INFO] ---BEGIN USER PROMPT---
[2026-01-18T04:09:11.400Z] [INFO] Issue to solve: https://github.com/MILANA808/milana_site/issues/16
Your prepared branch: issue-16-9a9093d42f07
Your prepared working directory: /tmp/gh-issue-solver-1768708961142
Your prepared Pull Request: https://github.com/MILANA808/milana_site/pull/18
Your forked repository: true
Original repository (upstream): MILANA808/milana_site
Pull request description was edited after last commit
⚠️ UNCOMMITTED CHANGES DETECTED (Auto-restart 1/3):
The following uncommitted changes were found in the repository:
?? ci-logs/
?? install.log
?? issue-details.json
?? merge-output.log
?? pr-description.md
?? push-output.log
?? test-results.log
IMPORTANT: You MUST handle these uncommitted changes by either:
1. COMMITTING them if they are part of the solution (git add + git commit + git push)
2. REVERTING them if they are not needed (git checkout -- <file> or git clean -fd)
DO NOT leave uncommitted changes behind. The session will auto-restart until all changes are resolved.
Continue.
[2026-01-18T04:09:11.400Z] [INFO] ---END USER PROMPT---
[2026-01-18T04:09:11.401Z] [INFO]
[2026-01-18T04:09:11.401Z] [INFO] 📋 System prompt:
[2026-01-18T04:09:11.401Z] [INFO] ---BEGIN SYSTEM PROMPT---
[2026-01-18T04:09:11.401Z] [INFO] You are an AI issue solver. You prefer to find the root cause of each and every issue. When you talk, you prefer to speak with facts which you have double-checked yourself or cite sources that provide evidence, like quote actual code or give references to documents or pages found on the internet. You are polite and patient, and prefer to assume good intent, trying your best to be helpful. If you are unsure or have assumptions, you prefer to test them yourself or ask questions to clarify requirements.
General guidelines.
- When you execute commands, always save their logs to files for easier reading if the output becomes large.
- When running commands, do not set a timeout yourself — let them run as long as needed (default timeout - 2 minutes is more than enough), and once they finish, review the logs in the file.
- When running sudo commands (especially package installations like apt-get, yum, npm install, etc.), always 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.
- When CI is failing or user reports failures, consider adding a detailed investigation protocol to your todo list with these steps:
Step 1: List recent runs with timestamps using: gh run list --repo MILANA808/milana_site --branch issue-16-9a9093d42f07 --limit 5 --json databaseId,conclusion,createdAt,headSha
Step 2: Verify runs are after the latest commit by checking timestamps and SHA
Step 3: For each non-passing run, download logs to preserve them: gh run view {run-id} --repo MILANA808/milana_site --log > ci-logs/{workflow}-{run-id}.log
Step 4: Read each downloaded log file using Read tool to understand the actual failures
Step 5: Report findings with specific errors and line numbers from logs
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.
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.
- When a code or log file has more than 1500 lines, read it in chunks of 1500 lines.
- When facing a complex problem, do as much tracing as possible and turn on all verbose modes.
- When you create debug, test, or example/experiment scripts for fixing, always keep them in an examples and/or experiments folders so you can reuse them later.
- When testing your assumptions, use the experiment scripts, and add it to experiments folder.
- When your experiments can show real world use case of the software, add it to examples folder.
- When you face something extremely hard, use divide and conquer — it always helps.
Initial research.
- When you start, make sure you create detailed plan for yourself and follow your todo list step by step, make sure that as many points from these guidelines are added to your todo list to keep track of everything that can help you solve the issue with highest possible quality.
- When 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 ci-logs/ directory, (3) Analyze error messages and identify root cause, (4) Implement fix, (5) Verify fix resolves the specific errors found in logs.
- When you read issue, read all details and comments thoroughly.
- When you see screenshots or images in issue descriptions, pull request descriptions, comments, or discussions, use WebFetch tool (or fetch tool) to download the image first, then use Read tool to view and analyze it. IMPORTANT: Before reading downloaded images with the Read tool, verify the file is a valid image (not HTML). Use a CLI tool like 'file' command to check the actual file format. Reading corrupted or non-image files (like GitHub's HTML 404 pages saved as .png) can cause "Could not process image" errors and may crash the AI solver process. If the file command shows "HTML" or "text", the download failed and you should retry or skip the image.
- When you need issue details, use gh issue view https://github.com/MILANA808/milana_site/issues/16.
- When you need related code, use gh search code --owner MILANA808 [keywords].
- When you need repo context, read files in your working directory.
- When you study related work, study the most recent related pull requests.
- When issue is not defined enough, write a comment to ask clarifying questions.
- When accessing GitHub Gists (especially private ones), use gh gist view command instead of direct URL fetching to ensure proper authentication.
- When you are fixing a bug, please make sure you first find the actual root cause, do as many experiments as needed.
- When you are fixing a bug and code does not have enough tracing/logs, add them and make sure they stay in the code, but are switched off by default.
- When you need comments on a pull request, note that GitHub has THREE different comment types with different API endpoints:
1. PR review comments (inline code comments): gh api repos/MILANA808/milana_site/pulls/18/comments --paginate
2. PR conversation comments (general discussion): gh api repos/MILANA808/milana_site/issues/18/comments --paginate
3. PR reviews (approve/request changes): gh api repos/MILANA808/milana_site/pulls/18/reviews --paginate
IMPORTANT: The command "gh pr view --json comments" ONLY returns conversation comments and misses review comments!
- When you need latest comments on issue, use gh api repos/MILANA808/milana_site/issues/16/comments --paginate.
Solution development and testing.
- When issue is solvable, implement code with tests.
- When implementing features, search for similar existing implementations in the codebase and use them as examples instead of implementing everything from scratch.
- When coding, each atomic step that can be useful by itself should be commited to the pull request's branch, meaning if work will be interrupted by any reason parts of solution will still be kept intact and safe in pull request.
- When you test:
start from testing of small functions using separate scripts;
write unit tests with mocks for easy and quick start.
- When you test integrations, use existing framework.
- When you test solution draft, include automated checks in pr.
- When issue is unclear, write comment on issue asking questions.
- When you encounter any problems that you unable to solve yourself (any human feedback or help), write a comment to the pull request asking for help.
- When you need human help, use gh pr comment 18 --body "your message" to comment on existing PR.
Preparing pull request.
- When you code, follow contributing guidelines.
- When you commit, write clear message.
- When you need examples of style, use gh pr list --repo MILANA808/milana_site --state merged --search [keywords].
- When you open pr, describe solution draft and include tests.
- 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.
- When you update existing pr 18, use gh pr edit to modify title and description.
- When you are about to commit or push code, ALWAYS run local CI checks first if they are available in contributing guidelines (like ruff check, mypy, eslint, etc.) to catch errors before pushing.
- When you finalize the pull request:
follow style from merged prs for code, title, and description,
make sure no uncommitted changes corresponding to the original requirements are left behind,
make sure the default branch is merged to the pull request's branch,
make sure all CI checks passing if they exist before you finish,
check for latest comments on the issue and pull request to ensure no recent feedback was missed,
double-check that all changes in the pull request answer to original requirements of the issue,
make sure no new new bugs are introduced in pull request by carefully reading gh pr diff,
make sure no previously existing features were removed without an explicit request from users via the issue description, issue comments, and/or pull request comments.
- When you finish implementation, use gh pr ready 18.
Workflow and collaboration.
- When you check branch, verify with git branch --show-current.
- When you push, push only to branch issue-16-9a9093d42f07.
- When you finish, create a pull request from branch issue-16-9a9093d42f07. (Note: PR 18 already exists, update it instead)
- When you organize workflow, use pull requests instead of direct merges to default branch (main or master).
- When you manage commits, preserve commit history for later analysis.
- When you contribute, keep repository history forward-moving with regular commits, pushes, and reverts if needed.
- When you face conflict that you cannot resolve yourself, ask for help.
- When you collaborate, respect branch protections by working only on issue-16-9a9093d42f07.
- When you mention result, include pull request url or comment url.
- When you need to create pr, remember pr 18 already exists for this branch.
Self review.
- When you check your solution draft, run all tests locally.
- When you check your solution draft, verify git status shows a clean working tree with no uncommitted changes.
- When you compare with repo style, use gh pr diff [number].
- When you finalize, confirm code, tests, and description are consistent.
GitHub CLI command patterns.
- IMPORTANT: Always use --paginate flag when fetching lists from GitHub API to ensure all results are returned (GitHub returns max 30 per page by default).
- When listing PR review comments (inline code comments), use gh api repos/OWNER/REPO/pulls/NUMBER/comments --paginate.
- When listing PR conversation comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate.
- When listing PR reviews, use gh api repos/OWNER/REPO/pulls/NUMBER/reviews --paginate.
- When listing issue comments, use gh api repos/OWNER/REPO/issues/NUMBER/comments --paginate.
- When adding PR comment, use gh pr comment NUMBER --body "text" --repo OWNER/REPO.
- When adding issue comment, use gh issue comment NUMBER --body "text" --repo OWNER/REPO.
- When viewing PR details, use gh pr view NUMBER --repo OWNER/REPO.
- When filtering with jq, use gh api repos/${owner}/${repo}/pulls/${prNumber}/comments --paginate --jq 'reverse | .[0:5]'.
Playwright MCP usage (browser automation via mcp__playwright__* tools).
- 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.
- 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.
- When you need to interact with dynamic web pages that require JavaScript execution, use Playwright MCP tools.
- When you need to visually verify how a web page looks or take screenshots, use browser_take_screenshot from Playwright MCP.
- 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).
- When you need to test responsive design or different viewport sizes, use browser_resize from Playwright MCP.
- When you finish using the browser, always close it with browser_close to free resources.
[2026-01-18T04:09:11.402Z] [INFO] ---END SYSTEM PROMPT---
[2026-01-18T04:09:11.402Z] [INFO]
[2026-01-18T04:09:11.403Z] [INFO] 📊 CLAUDE_CODE_MAX_OUTPUT_TOKENS: 64000
[2026-01-18T04:09:11.403Z] [INFO] 📋 Command details:
[2026-01-18T04:09:11.403Z] [INFO] 📂 Working directory: /tmp/gh-issue-solver-1768708961142
[2026-01-18T04:09:11.403Z] [INFO] 🌿 Branch: issue-16-9a9093d42f07
[2026-01-18T04:09:11.403Z] [INFO] 🤖 Model: Claude SONNET
[2026-01-18T04:09:11.403Z] [INFO] 🍴 Fork: true
[2026-01-18T04:09:11.403Z] [INFO]
▶️ Streaming output:
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[2026-01-18T04:09:13.808Z] [INFO] 📌 Session ID: 38dc5888-27c8-49e0-9eda-596e2651a048
[2026-01-18T04:09:13.811Z] [INFO] ⚠️ Could not rename log file: getLogFile is not a function
[2026-01-18T04:09:16.143Z] [INFO] {
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[2026-01-18T04:09:17.907Z] [INFO] {
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[2026-01-18T04:09:18.776Z] [INFO] {
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[2026-01-18T04:09:19.529Z] [INFO] {
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[2026-01-18T04:09:21.099Z] [INFO] {
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[2026-01-18T04:09:22.435Z] [INFO] {
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30→Collecting werkzeug>=3.1.0 (from Flask>=3.0->milana-site==0.1.0)\n 31→ Downloading werkzeug-3.1.5-py3-none-any.whl.metadata (4.0 kB)\n 32→Collecting annotated-types>=0.6.0 (from pydantic>=2.5->milana-site==0.1.0)\n 33→ Using cached annotated_types-0.7.0-py3-none-any.whl.metadata (15 kB)\n 34→Collecting pydantic-core==2.41.5 (from pydantic>=2.5->milana-site==0.1.0)\n 35→ Using cached pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (7.3 kB)\n 36→Collecting typing-extensions>=4.14.1 (from pydantic>=2.5->milana-site==0.1.0)\n 37→ Using cached typing_extensions-4.15.0-py3-none-any.whl.metadata (3.3 kB)\n 38→Collecting typing-inspection>=0.4.2 (from pydantic>=2.5->milana-site==0.1.0)\n 39→ Using cached typing_inspection-0.4.2-py3-none-any.whl.metadata (2.6 kB)\n 40→Collecting iniconfig>=1.0.1 (from pytest>=7.0->milana-site==0.1.0)\n 41→ Using cached iniconfig-2.3.0-py3-none-any.whl.metadata (2.5 kB)\n 42→Collecting packaging>=22 (from pytest>=7.0->milana-site==0.1.0)\n 43→ Using cached packaging-25.0-py3-none-any.whl.metadata (3.3 kB)\n 44→Collecting pluggy<2,>=1.5 (from pytest>=7.0->milana-site==0.1.0)\n 45→ Using cached pluggy-1.6.0-py3-none-any.whl.metadata (4.8 kB)\n 46→Collecting pygments>=2.7.2 (from pytest>=7.0->milana-site==0.1.0)\n 47→ Using cached pygments-2.19.2-py3-none-any.whl.metadata (2.5 kB)\n 48→Downloading bleach-6.3.0-py3-none-any.whl (164 kB)\n 49→Downloading flask-3.1.2-py3-none-any.whl (103 kB)\n 50→Downloading blinker-1.9.0-py3-none-any.whl (8.5 kB)\n 51→Using cached click-8.3.1-py3-none-any.whl (108 kB)\n 52→Downloading itsdangerous-2.2.0-py3-none-any.whl (16 kB)\n 53→Using cached jinja2-3.1.6-py3-none-any.whl (134 kB)\n 54→Using cached markupsafe-3.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (23 kB)\n 55→Using cached pydantic-2.12.5-py3-none-any.whl (463 kB)\n 56→Using cached pydantic_core-2.41.5-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB)\n 57→Using cached annotated_types-0.7.0-py3-none-any.whl (13 kB)\n 58→Using cached pytest-9.0.2-py3-none-any.whl (374 kB)\n 59→Using cached pluggy-1.6.0-py3-none-any.whl (20 kB)\n 60→Using cached iniconfig-2.3.0-py3-none-any.whl (7.5 kB)\n 61→Using cached packaging-25.0-py3-none-any.whl (66 kB)\n 62→Using cached pygments-2.19.2-py3-none-any.whl (1.2 MB)\n 63→Using cached typing_extensions-4.15.0-py3-none-any.whl (44 kB)\n 64→Using cached typing_inspection-0.4.2-py3-none-any.whl (14 kB)\n 65→Downloading werkzeug-3.1.5-py3-none-any.whl (225 kB)\n 66→Downloading webencodings-0.5.1-py2.py3-none-any.whl (11 kB)\n 67→Building wheels for collected packages: milana-site\n 68→ Building editable for milana-site (pyproject.toml): started\n 69→ Building editable for milana-site (pyproject.toml): finished with status 'done'\n 70→ Created wheel for milana-site: 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consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"
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"content": " 1→# Как принять участие\n 2→\n 3→Спасибо за интерес к Milana Superintelligence Hub! Чтобы изменения попали в основную ветку, придерживайтесь следующего процесса:\n 4→\n 5→1. **Форк и ветка.** Сделайте форк репозитория и создайте тематическую ветку с понятным названием (`feature/metacode-ai`).\n 6→2. **Среда разработки.** Используйте `pip install -e .[dev]` и `npm ci`, чтобы активировать Python-тесты и фронтовые проверки.\n 7→3. **Формат коммитов.** Сообщения коммитов пишите в стиле `type: короткое описание` (например, `feat: добавить фильтр резонанса`).\n 8→4. **Проверки перед PR.** Обязательно выполните `pytest`, `npm run lint` и `npm test`. Убедитесь, что добавлены или обновлены тесты для новой логики.\n 9→5. **Описание PR.** Включайте цель изменений, шаги тестирования и потенциальные риски. Если задействованы секреты или прокси, поясните настройку.\n 10→\n 11→Мы придерживаемся кодекса поведения, основанного на принципах уважения и инклюзивности. Помните о безопасности данных и не публикуйте приватные ключи в публичных ветках.\n 12→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"
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"content": " 1→\"\"\"Flask-приложение Milana.\"\"\"\n 2→\n 3→from __future__ import annotations\n 4→\n 5→import os\n 6→from dataclasses import asdict\n 7→from typing import Iterable, List\n 8→\n 9→from flask import Flask, flash, redirect, render_template, request, session, url_for\n 10→\n 11→from .aksi import ResonanceConsole, ResonanceInput, ResonanceReport\n 12→from .chat import ChatEngine, ChatMessage\n 13→from .memory import MemoryStore\n 14→from .metacode import Blueprint, MetacodeStudio, Module\n 15→from .security import sanitize_text\n 16→\n 17→\n 18→def _blueprint_to_dict(blueprint: Blueprint) -> dict:\n 19→ return {\n 20→ \"title\": blueprint.title,\n 21→ \"objective\": blueprint.objective,\n 22→ \"modules\": [asdict(module) for module in blueprint.modules],\n 23→ \"tags\": list(blueprint.tags),\n 24→ }\n 25→\n 26→\n 27→def _dict_to_blueprint(payload: dict, studio: MetacodeStudio) -> Blueprint:\n 28→ modules = [Module(**module_dict) for module_dict in payload.get(\"modules\", [])]\n 29→ return studio.create_blueprint(\n 30→ title=payload.get(\"title\", \"\"),\n 31→ objective=payload.get(\"objective\", \"\"),\n 32→ modules=modules,\n 33→ tags=payload.get(\"tags\", []),\n 34→ )\n 35→\n 36→\n 37→def _resonance_to_dict(report: ResonanceReport) -> dict:\n 38→ return {\n 39→ \"alignment\": report.alignment,\n 40→ \"cadence\": report.cadence,\n 41→ \"caution\": report.caution,\n 42→ }\n 43→\n 44→\n 45→def _dict_to_resonance(payload: dict) -> ResonanceReport:\n 46→ return ResonanceReport(\n 47→ alignment=payload.get(\"alignment\", \"\"),\n 48→ cadence=payload.get(\"cadence\", \"\"),\n 49→ caution=payload.get(\"caution\", \"\"),\n 50→ )\n 51→\n 52→\n 53→def _messages_to_dict(history: Iterable[ChatMessage]) -> List[dict]:\n 54→ return [asdict(message) for message in history]\n 55→\n 56→\n 57→def _dicts_to_messages(history: Iterable[dict]) -> List[ChatMessage]:\n 58→ return [ChatMessage(**message) for message in history]\n 59→\n 60→\n 61→def create_app() -> Flask:\n 62→ app = Flask(__name__)\n 63→ app.config[\"SECRET_KEY\"] = os.environ.get(\"MILANA_SECRET_KEY\", \"dev-secret\")\n 64→\n 65→ memory = MemoryStore()\n 66→ studio = MetacodeStudio()\n 67→ console = ResonanceConsole()\n 68→ chat_engine = ChatEngine(memory)\n 69→\n 70→ def _get_history() -> List[ChatMessage]:\n 71→ return _dicts_to_messages(session.get(\"chat_history\", []))\n 72→\n 73→ def _save_history(history: List[ChatMessage]) -> None:\n 74→ session[\"chat_history\"] = _messages_to_dict(history)\n 75→ session.modified = True\n 76→\n 77→ def _get_blueprints() -> List[Blueprint]:\n 78→ saved = session.get(\"blueprints\", [])\n 79→ blueprints: List[Blueprint] = []\n 80→ for payload in saved:\n 81→ try:\n 82→ blueprints.append(_dict_to_blueprint(payload, studio))\n 83→ except ValueError:\n 84→ continue\n 85→ return blueprints\n 86→\n 87→ def _append_blueprint(blueprint: Blueprint) -> None:\n 88→ saved = session.get(\"blueprints\", [])\n 89→ saved.append(_blueprint_to_dict(blueprint))\n 90→ session[\"blueprints\"] = saved\n 91→ session.modified = True\n 92→\n 93→ def _get_resonances() -> List[ResonanceReport]:\n 94→ saved = session.get(\"resonances\", [])\n 95→ return [_dict_to_resonance(payload) for payload in saved]\n 96→\n 97→ def _append_resonance(report: ResonanceReport) -> None:\n 98→ saved = session.get(\"resonances\", [])\n 99→ saved.append(_resonance_to_dict(report))\n 100→ session[\"resonances\"] = saved\n 101→ session.modified = True\n 102→\n 103→ def _latest_blueprint() -> Blueprint | None:\n 104→ blueprints = _get_blueprints()\n 105→ return blueprints[-1] if blueprints else None\n 106→\n 107→ def _latest_resonance() -> ResonanceReport | None:\n 108→ resonances = _get_resonances()\n 109→ return resonances[-1] if resonances else None\n 110→\n 111→ @app.route(\"/\")\n 112→ def index():\n 113→ return render_template(\n 114→ \"index.html\",\n 115→ chat_history=_get_history(),\n 116→ blueprints=_get_blueprints(),\n 117→ resonances=_get_resonances(),\n 118→ )\n 119→\n 120→ @app.post(\"/chat\")\n 121→ def chat():\n 122→ message = sanitize_text(request.form.get(\"message\", \"\"))\n 123→ history = _get_history()\n 124→ try:\n 125→ reply = chat_engine.reply(history, message, _latest_blueprint(), _latest_resonance())\n 126→ except ValueError as error:\n 127→ flash(str(error), \"error\")\n 128→ else:\n 129→ history.append(ChatMessage(role=\"user\", content=message))\n 130→ history.append(reply)\n 131→ _save_history(history)\n 132→ flash(\"Milana обновила ответ\", \"success\")\n 133→ return redirect(url_for(\"index\"))\n 134→\n 135→ @app.post(\"/metacode\")\n 136→ def metacode():\n 137→ title = sanitize_text(request.form.get(\"title\", \"\"))\n 138→ objective = sanitize_text(request.form.get(\"objective\", \"\"))\n 139→ modules_raw = sanitize_text(request.form.get(\"modules\", \"\"))\n 140→ tags_raw = sanitize_text(request.form.get(\"tags\", \"\"))\n 141→ modules = studio.parse_modules(modules_raw)\n 142→ tags: list[str] = []\n 143→ for raw_tag in tags_raw.split(\",\"):\n 144→ cleaned = sanitize_text(raw_tag)\n 145→ if cleaned:\n 146→ tags.append(cleaned)\n 147→ try:\n 148→ blueprint = studio.create_blueprint(title, objective, modules, tags)\n 149→ except ValueError as error:\n 150→ flash(str(error), \"error\")\n 151→ else:\n 152→ _append_blueprint(blueprint)\n 153→ flash(\"Blueprint сохранён\", \"success\")\n 154→ return redirect(url_for(\"index\"))\n 155→\n 156→ @app.post(\"/resonance\")\n 157→ def resonance():\n 158→ def _as_int(name: str) -> int:\n 159→ raw_value = request.form.get(name, \"0\").strip()\n 160→ return int(raw_value or 0)\n 161→\n 162→ payload = ResonanceInput(\n 163→ empathy=_as_int(\"empathy\"),\n 164→ focus=_as_int(\"focus\"),\n 165→ risk=_as_int(\"risk\"),\n 166→ channel=sanitize_text(request.form.get(\"channel\", \"core\")),\n 167→ mantra=sanitize_text(request.form.get(\"mantra\", \"\")),\n 168→ )\n 169→ report = console.analyze(payload)\n 170→ _append_resonance(report)\n 171→ flash(\"Резонанс пересчитан\", \"success\")\n 172→ return redirect(url_for(\"index\"))\n 173→\n 174→ @app.post(\"/reset\")\n 175→ def reset():\n 176→ session.pop(\"chat_history\", None)\n 177→ session.pop(\"blueprints\", None)\n 178→ session.pop(\"resonances\", None)\n 179→ memory.clear()\n 180→ flash(\"Сессия очищена\", \"info\")\n 181→ return redirect(url_for(\"index\"))\n 182→\n 183→ return app\n 184→\n 185→\n 186→app = create_app()\n 187→\n 188→__all__ = [\"create_app\", \"app\"]\n 189→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"
}
]
},
"parent_tool_use_id": null,
"session_id": "38dc5888-27c8-49e0-9eda-596e2651a048",
"uuid": "62b13c77-8882-4cc7-b387-21ee4a7bf318",
"tool_use_result": {
"type": "text",
"file": {
"filePath": "/tmp/gh-issue-solver-1768708961142/milana_site/app.py",
"content": "\"\"\"Flask-приложение Milana.\"\"\"\n\nfrom __future__ import annotations\n\nimport os\nfrom dataclasses import asdict\nfrom typing import Iterable, List\n\nfrom flask import Flask, flash, redirect, render_template, request, session, url_for\n\nfrom .aksi import ResonanceConsole, ResonanceInput, ResonanceReport\nfrom .chat import ChatEngine, ChatMessage\nfrom .memory import MemoryStore\nfrom .metacode import Blueprint, MetacodeStudio, Module\nfrom .security import sanitize_text\n\n\ndef _blueprint_to_dict(blueprint: Blueprint) -> dict:\n return {\n \"title\": blueprint.title,\n \"objective\": blueprint.objective,\n \"modules\": [asdict(module) for module in blueprint.modules],\n \"tags\": list(blueprint.tags),\n }\n\n\ndef _dict_to_blueprint(payload: dict, studio: MetacodeStudio) -> Blueprint:\n modules = [Module(**module_dict) for module_dict in payload.get(\"modules\", [])]\n return studio.create_blueprint(\n title=payload.get(\"title\", \"\"),\n objective=payload.get(\"objective\", \"\"),\n modules=modules,\n tags=payload.get(\"tags\", []),\n )\n\n\ndef _resonance_to_dict(report: ResonanceReport) -> dict:\n return {\n \"alignment\": report.alignment,\n \"cadence\": report.cadence,\n \"caution\": report.caution,\n }\n\n\ndef _dict_to_resonance(payload: dict) -> ResonanceReport:\n return ResonanceReport(\n alignment=payload.get(\"alignment\", \"\"),\n cadence=payload.get(\"cadence\", \"\"),\n caution=payload.get(\"caution\", \"\"),\n )\n\n\ndef _messages_to_dict(history: Iterable[ChatMessage]) -> List[dict]:\n return [asdict(message) for message in history]\n\n\ndef _dicts_to_messages(history: Iterable[dict]) -> List[ChatMessage]:\n return [ChatMessage(**message) for message in history]\n\n\ndef create_app() -> Flask:\n app = Flask(__name__)\n app.config[\"SECRET_KEY\"] = os.environ.get(\"MILANA_SECRET_KEY\", \"dev-secret\")\n\n memory = MemoryStore()\n studio = MetacodeStudio()\n console = ResonanceConsole()\n chat_engine = ChatEngine(memory)\n\n def _get_history() -> List[ChatMessage]:\n return _dicts_to_messages(session.get(\"chat_history\", []))\n\n def _save_history(history: List[ChatMessage]) -> None:\n session[\"chat_history\"] = _messages_to_dict(history)\n session.modified = True\n\n def _get_blueprints() -> List[Blueprint]:\n saved = session.get(\"blueprints\", [])\n blueprints: List[Blueprint] = []\n for payload in saved:\n try:\n blueprints.append(_dict_to_blueprint(payload, studio))\n except ValueError:\n continue\n return blueprints\n\n def _append_blueprint(blueprint: Blueprint) -> None:\n saved = session.get(\"blueprints\", [])\n saved.append(_blueprint_to_dict(blueprint))\n session[\"blueprints\"] = saved\n session.modified = True\n\n def _get_resonances() -> List[ResonanceReport]:\n saved = session.get(\"resonances\", [])\n return [_dict_to_resonance(payload) for payload in saved]\n\n def _append_resonance(report: ResonanceReport) -> None:\n saved = session.get(\"resonances\", [])\n saved.append(_resonance_to_dict(report))\n session[\"resonances\"] = saved\n session.modified = True\n\n def _latest_blueprint() -> Blueprint | None:\n blueprints = _get_blueprints()\n return blueprints[-1] if blueprints else None\n\n def _latest_resonance() -> ResonanceReport | None:\n resonances = _get_resonances()\n return resonances[-1] if resonances else None\n\n @app.route(\"/\")\n def index():\n return render_template(\n \"index.html\",\n chat_history=_get_history(),\n blueprints=_get_blueprints(),\n resonances=_get_resonances(),\n )\n\n @app.post(\"/chat\")\n def chat():\n message = sanitize_text(request.form.get(\"message\", \"\"))\n history = _get_history()\n try:\n reply = chat_engine.reply(history, message, _latest_blueprint(), _latest_resonance())\n except ValueError as error:\n flash(str(error), \"error\")\n else:\n history.append(ChatMessage(role=\"user\", content=message))\n history.append(reply)\n _save_history(history)\n flash(\"Milana обновила ответ\", \"success\")\n return redirect(url_for(\"index\"))\n\n @app.post(\"/metacode\")\n def metacode():\n title = sanitize_text(request.form.get(\"title\", \"\"))\n objective = sanitize_text(request.form.get(\"objective\", \"\"))\n modules_raw = sanitize_text(request.form.get(\"modules\", \"\"))\n tags_raw = sanitize_text(request.form.get(\"tags\", \"\"))\n modules = studio.parse_modules(modules_raw)\n tags: list[str] = []\n for raw_tag in tags_raw.split(\",\"):\n cleaned = sanitize_text(raw_tag)\n if cleaned:\n tags.append(cleaned)\n try:\n blueprint = studio.create_blueprint(title, objective, modules, tags)\n except ValueError as error:\n flash(str(error), \"error\")\n else:\n _append_blueprint(blueprint)\n flash(\"Blueprint сохранён\", \"success\")\n return redirect(url_for(\"index\"))\n\n @app.post(\"/resonance\")\n def resonance():\n def _as_int(name: str) -> int:\n raw_value = request.form.get(name, \"0\").strip()\n return int(raw_value or 0)\n\n payload = ResonanceInput(\n empathy=_as_int(\"empathy\"),\n focus=_as_int(\"focus\"),\n risk=_as_int(\"risk\"),\n channel=sanitize_text(request.form.get(\"channel\", \"core\")),\n mantra=sanitize_text(request.form.get(\"mantra\", \"\")),\n )\n report = console.analyze(payload)\n _append_resonance(report)\n flash(\"Резонанс пересчитан\", \"success\")\n return redirect(url_for(\"index\"))\n\n @app.post(\"/reset\")\n def reset():\n session.pop(\"chat_history\", None)\n session.pop(\"blueprints\", None)\n session.pop(\"resonances\", None)\n memory.clear()\n flash(\"Сессия очищена\", \"info\")\n return redirect(url_for(\"index\"))\n\n return app\n\n\napp = create_app()\n\n__all__ = [\"create_app\", \"app\"]\n",
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}
[2026-01-18T04:11:50.891Z] [INFO] {
"type": "assistant",
"message": {
"model": "claude-sonnet-4-5-20250929",
"id": "msg_012Kj5AR2puKbYyeXA7aYLCC",
"type": "message",
"role": "assistant",
"content": [
{
"type": "text",
"text": "The app.py looks good - it has proper error handling, input sanitization, and session management. Let me quickly check a couple more key files:"
}
],
"stop_reason": null,
"stop_sequence": null,
"usage": {
"input_tokens": 4,
"cache_creation_input_tokens": 2559,
"cache_read_input_tokens": 44501,
"cache_creation": {
"ephemeral_5m_input_tokens": 2559,
"ephemeral_1h_input_tokens": 0
},
"output_tokens": 1,
"service_tier": "standard"
},
"context_management": null
},
"parent_tool_use_id": null,
"session_id": "38dc5888-27c8-49e0-9eda-596e2651a048",
"uuid": "7380c6e6-475f-442f-88b9-e8ff619d7bc7"
}
[2026-01-18T04:11:52.399Z] [INFO] {
"type": "assistant",
"message": {
"model": "claude-sonnet-4-5-20250929",
"id": "msg_012Kj5AR2puKbYyeXA7aYLCC",
"type": "message",
"role": "assistant",
"content": [
{
"type": "tool_use",
"id": "toolu_01T5DLeEKfYQLCgtM2inEor8",
"name": "Read",
"input": {
"file_path": "/tmp/gh-issue-solver-1768708961142/milana_site/security.py"
}
}
],
"stop_reason": null,
"stop_sequence": null,
"usage": {
"input_tokens": 4,
"cache_creation_input_tokens": 2559,
"cache_read_input_tokens": 44501,
"cache_creation": {
"ephemeral_5m_input_tokens": 2559,
"ephemeral_1h_input_tokens": 0
},
"output_tokens": 1,
"service_tier": "standard"
},
"context_management": null
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"parent_tool_use_id": null,
"session_id": "38dc5888-27c8-49e0-9eda-596e2651a048",
"uuid": "b986d6cd-abd6-4204-a8f6-1951b0f1607e"
}
[2026-01-18T04:11:52.878Z] [INFO] {
"type": "assistant",
"message": {
"model": "claude-sonnet-4-5-20250929",
"id": "msg_012Kj5AR2puKbYyeXA7aYLCC",
"type": "message",
"role": "assistant",
"content": [
{
"type": "tool_use",
"id": "toolu_01Ejc8XUmi22aMT9t2dr66LH",
"name": "Read",
"input": {
"file_path": "/tmp/gh-issue-solver-1768708961142/milana_site/chat.py"
}
}
],
"stop_reason": null,
"stop_sequence": null,
"usage": {
"input_tokens": 4,
"cache_creation_input_tokens": 2559,
"cache_read_input_tokens": 44501,
"cache_creation": {
"ephemeral_5m_input_tokens": 2559,
"ephemeral_1h_input_tokens": 0
},
"output_tokens": 1,
"service_tier": "standard"
},
"context_management": null
},
"parent_tool_use_id": null,
"session_id": "38dc5888-27c8-49e0-9eda-596e2651a048",
"uuid": "4bb8e0a5-f94d-4065-81bc-1bafe50a3920"
}
[2026-01-18T04:11:52.962Z] [INFO] {
"type": "user",
"message": {
"role": "user",
"content": [
{
"tool_use_id": "toolu_01T5DLeEKfYQLCgtM2inEor8",
"type": "tool_result",
"content": " 1→\"\"\"Утилиты безопасности для очистки пользовательских данных.\"\"\"\n 2→\n 3→from __future__ import annotations\n 4→\n 5→import bleach\n 6→\n 7→\n 8→def sanitize_text(value: str) -> str:\n 9→ \"\"\"Удаляет HTML/JS и нормализует пользовательский ввод.\"\"\"\n 10→\n 11→ if not isinstance(value, str):\n 12→ return \"\"\n 13→ cleaned = bleach.clean(value, tags=[], attributes={}, strip=True)\n 14→ return cleaned.strip()\n 15→\n 16→\n 17→__all__ = [\"sanitize_text\"]\n 18→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"
}
]
},
"parent_tool_use_id": null,
"session_id": "38dc5888-27c8-49e0-9eda-596e2651a048",
"uuid": "30e108cb-2c4f-4f07-9cf1-9f6d94c3e9d1",
"tool_use_result": {
"type": "text",
"file": {
"filePath": "/tmp/gh-issue-solver-1768708961142/milana_site/security.py",
"content": "\"\"\"Утилиты безопасности для очистки пользовательских данных.\"\"\"\n\nfrom __future__ import annotations\n\nimport bleach\n\n\ndef sanitize_text(value: str) -> str:\n \"\"\"Удаляет HTML/JS и нормализует пользовательский ввод.\"\"\"\n\n if not isinstance(value, str):\n return \"\"\n cleaned = bleach.clean(value, tags=[], attributes={}, strip=True)\n return cleaned.strip()\n\n\n__all__ = [\"sanitize_text\"]\n",
"numLines": 18,
"startLine": 1,
"totalLines": 18
}
}
}
[2026-01-18T04:11:52.979Z] [INFO] {
"type": "user",
"message": {
"role": "user",
"content": [
{
"tool_use_id": "toolu_01Ejc8XUmi22aMT9t2dr66LH",
"type": "tool_result",
"content": " 1→\"\"\"Серверная логика суперчата Milana.\"\"\"\n 2→\n 3→from __future__ import annotations\n 4→\n 5→from dataclasses import dataclass\n 6→from typing import Iterable, List, Sequence\n 7→\n 8→from .memory import MemoryStore\n 9→from .metacode import Blueprint\n 10→from .aksi import ResonanceReport\n 11→\n 12→\n 13→@dataclass(slots=True)\n 14→class ChatMessage:\n 15→ role: str\n 16→ content: str\n 17→\n 18→\n 19→class ChatEngine:\n 20→ \"\"\"Формирование ответов Milana без внешнего API.\"\"\"\n 21→\n 22→ def __init__(self, memory: MemoryStore) -> None:\n 23→ self.memory = memory\n 24→\n 25→ def reply(\n 26→ self,\n 27→ history: Sequence[ChatMessage],\n 28→ message: str,\n 29→ blueprint: Blueprint | None = None,\n 30→ resonance: ResonanceReport | None = None,\n 31→ ) -> ChatMessage:\n 32→ prompt = message.strip()\n 33→ if not prompt:\n 34→ raise ValueError(\"Сообщение не может быть пустым\")\n 35→ context = self._compose_context(history, blueprint, resonance)\n 36→ response = self._generate_answer(prompt, context, blueprint, resonance)\n 37→ self.memory.remember(\"chat\", response, sentiment=\"positive\")\n 38→ return ChatMessage(role=\"assistant\", content=response)\n 39→\n 40→ def _compose_context(\n 41→ self,\n 42→ history: Sequence[ChatMessage],\n 43→ blueprint: Blueprint | None,\n 44→ resonance: ResonanceReport | None,\n 45→ ) -> List[str]:\n 46→ context: List[str] = []\n 47→ if history:\n 48→ last_user_messages = [msg.content for msg in history if msg.role == \"user\"]\n 49→ if last_user_messages:\n 50→ context.append(f\"Последние запросы: {' | '.join(last_user_messages[-3:])}\")\n 51→ if blueprint is not None:\n 52→ context.append(blueprint.synopsis())\n 53→ if resonance is not None:\n 54→ context.append(resonance.summary())\n 55→ context.append(f\"Память: {self.memory.summarize(limit=3)}\")\n 56→ return context\n 57→\n 58→ def _generate_answer(\n 59→ self,\n 60→ prompt: str,\n 61→ context: Iterable[str],\n 62→ blueprint: Blueprint | None,\n 63→ resonance: ResonanceReport | None,\n 64→ ) -> str:\n 65→ lines: List[str] = [\"Milana отвечает на основе текущих протоколов.\"]\n 66→ if blueprint is not None:\n 67→ lines.append(f\"Активный метакод — {blueprint.title}: {blueprint.objective}.\")\n 68→ if resonance is not None:\n 69→ lines.append(f\"Резонанс: {resonance.alignment.lower()} | {resonance.cadence}.\")\n 70→ lines.append(f\"Вопрос пользователя: {prompt}\")\n 71→ for element in context:\n 72→ lines.append(f\"→ {element}\")\n 73→ lines.append(\"Рекомендация: продолжайте исследование с добротой и ясностью.\")\n 74→ return \"\\n\".join(lines)\n 75→\n 76→\n 77→__all__ = [\"ChatEngine\", \"ChatMessage\"]\n 78→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"
}
]
},
"parent_tool_use_id": null,
"session_id": "38dc5888-27c8-49e0-9eda-596e2651a048",
"uuid": "4a72a424-5927-48fd-b597-2de14b4b052f",
"tool_use_result": {
"type": "text",
"file": {
"filePath": "/tmp/gh-issue-solver-1768708961142/milana_site/chat.py",
"content": "\"\"\"Серверная логика суперчата Milana.\"\"\"\n\nfrom __future__ import annotations\n\nfrom dataclasses import dataclass\nfrom typing import Iterable, List, Sequence\n\nfrom .memory import MemoryStore\nfrom .metacode import Blueprint\nfrom .aksi import ResonanceReport\n\n\n@dataclass(slots=True)\nclass ChatMessage:\n role: str\n content: str\n\n\nclass ChatEngine:\n \"\"\"Формирование ответов Milana без внешнего API.\"\"\"\n\n def __init__(self, memory: MemoryStore) -> None:\n self.memory = memory\n\n def reply(\n self,\n history: Sequence[ChatMessage],\n message: str,\n blueprint: Blueprint | None = None,\n resonance: ResonanceReport | None = None,\n ) -> ChatMessage:\n prompt = message.strip()\n if not prompt:\n raise ValueError(\"Сообщение не может быть пустым\")\n context = self._compose_context(history, blueprint, resonance)\n response = self._generate_answer(prompt, context, blueprint, resonance)\n self.memory.remember(\"chat\", response, sentiment=\"positive\")\n return ChatMessage(role=\"assistant\", content=response)\n\n def _compose_context(\n self,\n history: Sequence[ChatMessage],\n blueprint: Blueprint | None,\n resonance: ResonanceReport | None,\n ) -> List[str]:\n context: List[str] = []\n if history:\n last_user_messages = [msg.content for msg in history if msg.role == \"user\"]\n if last_user_messages:\n context.append(f\"Последние запросы: {' | '.join(last_user_messages[-3:])}\")\n if blueprint is not None:\n context.append(blueprint.synopsis())\n if resonance is not None:\n context.append(resonance.summary())\n context.append(f\"Память: {self.memory.summarize(limit=3)}\")\n return context\n\n def _generate_answer(\n self,\n prompt: str,\n context: Iterable[str],\n blueprint: Blueprint | None,\n resonance: ResonanceReport | None,\n ) -> str:\n lines: List[str] = [\"Milana отвечает на основе текущих протоколов.\"]\n if blueprint is not None:\n lines.append(f\"Активный метакод — {blueprint.title}: {blueprint.objective}.\")\n if resonance is not None:\n lines.append(f\"Резонанс: {resonance.alignment.lower()} | {resonance.cadence}.\")\n lines.append(f\"Вопрос пользователя: {prompt}\")\n for element in context:\n lines.append(f\"→ {element}\")\n lines.append(\"Рекомендация: продолжайте исследование с добротой и ясностью.\")\n return \"\\n\".join(lines)\n\n\n__all__ = [\"ChatEngine\", \"ChatMessage\"]\n",
"numLines": 78,
"startLine": 1,
"totalLines": 78
}
}
}
[2026-01-18T04:11:56.306Z] [INFO] {
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"content": " 1→# Milana Superintelligence Hub (Python Edition)\n 2→\n 3→[![CI](https://github.com/your-org/milana_site/actions/workflows/ci.yml/badge.svg)](https://github.com/your-org/milana_site/actions/workflows/ci.yml)\n 4→[![Vercel Preview](https://img.shields.io/badge/Vercel-preview-black?logo=vercel)](https://milana-site-demo.vercel.app)\n 5→\n 6→Milana — это Flask-приложение, которое объединяет суперчат, студию метакода и резонансную консоль AKSI. Вся логика работает на серверной стороне, а пользовательские данные очищаются и защищаются Content-Security-Policy.\n 7→\n 8→## Живая демо-версия\n 9→\n 10→- **Продакшен:** https://milana-site-demo.vercel.app\n 11→- **Предпросмотр для PR:** автоматически разворачивается через GitHub Actions + Vercel (см. workflow `vercel-preview.yml`).\n 12→\n 13→![Интерфейс чата](docs/screenshots/milana-chat.svg)\n 14→![Metacode Studio](docs/screenshots/milana-metacode.svg)\n 15→![Резонансная консоль](docs/screenshots/milana-resonance.svg)\n 16→\n 17→## Кнопки деплоя\n 18→\n 19→[![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https://github.com/your-org/milana_site)\n 20→[![Deploy to Netlify](https://www.netlify.com/img/deploy/button.svg)](https://app.netlify.com/start/deploy?repository=https://github.com/your-org/milana_site)\n 21→\n 22→Vercel/Netlify функции выступают обязательным прокси-слоем для всех внешних API в продакшене.\n 23→\n 24→## Возможности\n 25→\n 26→- **Суперчат Milana.** Ответы строятся на основе последнего blueprint-а, резонансных сигналов и памяти.\n 27→- **Metacode Studio.** Создание blueprint-ов из модулей, тегов и целей с сохранением истории в сессии.\n 28→- **AKSI Resonance Console.** Расчёт уровней эмпатии, фокуса и риска и генерация рекомендаций для каналов связи.\n 29→- **Когнитивная память.** Автоматическое сохранение инсайтов и их повторное использование в ответах.\n 30→\n 31→## Стек и структура\n 32→\n 33→```text\n 34→.\n 35→├── milana_site/\n 36→│ ├── __init__.py # фабрика Flask-приложения\n 37→│ ├── app.py # маршруты, сессии, безопасный ввод\n 38→│ ├── aksi.py # логика резонансной консоли\n 39→│ ├── chat.py # генератор ответов суперчата\n 40→│ ├── memory.py # простое хранилище воспоминаний\n 41→│ ├── metacode.py # модели и студия метакода\n 42→│ ├── security.py # санитизация данных пользователя\n 43→│ ├── templates/ # HTML-шаблоны (с CSP)\n 44→│ └── static/ # стили\n 45→├── tests/ # pytest-покрытие маршрутов и логики\n 46→├── .github/workflows/ # CI и превью-деплой\n 47→├── LICENSE # MIT\n 48→└── README.md\n 49→```\n 50→\n 51→## Обязательный прокси-сервис\n 52→\n 53→| Режим | Ключ API | Канал вызовов |\n 54→|----------------|----------|---------------|\n 55→| `development` | допускается прямой ввод ключа через `.env` | Flask-приложение обращается напрямую |\n 56→| `production` | **только через Vercel/Netlify serverless функции** | фронтенд вызывает `api/chat` → прокси → внешний API |\n 57→\n 58→> Прямой ключ в браузер разрешён исключительно для локальной разработки. В продакшене используйте встроенный serverless-прокси, чтобы скрыть секреты и добавить rate limiting.\n 59→\n 60→## Быстрый старт (dev)\n 61→\n 62→1. Создайте виртуальное окружение и установите зависимости:\n 63→ ```bash\n 64→ python -m venv .venv\n 65→ source .venv/bin/activate\n 66→ pip install -e .[dev]\n 67→ npm ci\n 68→ ```\n 69→2. Запустите все проверки:\n 70→ ```bash\n 71→ npm run lint\n 72→ npm test\n 73→ pytest\n 74→ ```\n 75→3. Стартуйте локальный сервер (допускается прямой ключ `OPENAI_API_KEY` в `.env`):\n 76→ ```bash\n 77→ flask --app milana_site.app run --debug\n 78→ ```\n 79→4. Откройте http://127.0.0.1:5000 и начинайте работу с Milana.\n 80→\n 81→## Тестирование и CI\n 82→\n 83→- GitHub Actions (`ci.yml`) прогоняет `npm ci`, `npm run lint`, `npm test` и `pytest` на каждом коммите/PR.\n 84→- Workflow `vercel-preview.yml` публикует превью на Vercel для каждого PR.\n 85→- Локально перед коммитом выполняйте те же команды и проверяйте, что скриншоты остаются актуальными.\n 86→\n 87→## Безопасность и threat model\n 88→\n 89→- **XSS:** все пользовательские поля проходят через `milana_site.security.sanitize_text`, а шаблоны защищены `Content-Security-Policy` (только `self`).\n 90→- **CSRF:** SPA без cookies, поэтому риск минимален; все state-changing запросы выполняются через POST формы.\n 91→- **Secrets:** производственные ключи никогда не попадают в браузер — используйте только прокси-функции и переменные окружения платформы.\n 92→- **Transport:** для публичных доменов включайте HTTPS и заголовки безопасности (`Strict-Transport-Security`, `X-Frame-Options`).\n 93→\n 94→## Подготовка к публикации\n 95→\n 96→1. Настройте переменные окружения на Vercel/Netlify (`MILANA_SECRET_KEY`, прокси-ключи к внешним API).\n 97→2. Обновите скриншоты после визуальных изменений (`docs/screenshots/*.svg`).\n 98→3. Проверьте чек-лист CI/тестов и выполните smoke-тест по чек-листу из README.\n 99→4. Запустите продакшен-деплой и зафиксируйте ссылку в описании релиза.\n 100→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n</system-reminder>\n"
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"content": "# Milana Superintelligence Hub (Python Edition)\n\n[![CI](https://github.com/your-org/milana_site/actions/workflows/ci.yml/badge.svg)](https://github.com/your-org/milana_site/actions/workflows/ci.yml)\n[![Vercel Preview](https://img.shields.io/badge/Vercel-preview-black?logo=vercel)](https://milana-site-demo.vercel.app)\n\nMilana — это Flask-приложение, которое объединяет суперчат, студию метакода и резонансную консоль AKSI. Вся логика работает на серверной стороне, а пользовательские данные очищаются и защищаются Content-Security-Policy.\n\n## Живая демо-версия\n\n- **Продакшен:** https://milana-site-demo.vercel.app\n- **Предпросмотр для PR:** автоматически разворачивается через GitHub Actions + Vercel (см. workflow `vercel-preview.yml`).\n\n![Интерфейс чата](docs/screenshots/milana-chat.svg)\n![Metacode Studio](docs/screenshots/milana-metacode.svg)\n![Резонансная консоль](docs/screenshots/milana-resonance.svg)\n\n## Кнопки деплоя\n\n[![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https://github.com/your-org/milana_site)\n[![Deploy to Netlify](https://www.netlify.com/img/deploy/button.svg)](https://app.netlify.com/start/deploy?repository=https://github.com/your-org/milana_site)\n\nVercel/Netlify функции выступают обязательным прокси-слоем для всех внешних API в продакшене.\n\n## Возможности\n\n- **Суперчат Milana.** Ответы строятся на основе последнего blueprint-а, резонансных сигналов и памяти.\n- **Metacode Studio.** Создание blueprint-ов из модулей, тегов и целей с сохранением истории в сессии.\n- **AKSI Resonance Console.** Расчёт уровней эмпатии, фокуса и риска и генерация рекомендаций для каналов связи.\n- **Когнитивная память.** Автоматическое сохранение инсайтов и их повторное использование в ответах.\n\n## Стек и структура\n\n```text\n.\n├── milana_site/\n│ ├── __init__.py # фабрика Flask-приложения\n│ ├── app.py # маршруты, сессии, безопасный ввод\n│ ├── aksi.py # логика резонансной консоли\n│ ├── chat.py # генератор ответов суперчата\n│ ├── memory.py # простое хранилище воспоминаний\n│ ├── metacode.py # модели и студия метакода\n│ ├── security.py # санитизация данных пользователя\n│ ├── templates/ # HTML-шаблоны (с CSP)\n│ └── static/ # стили\n├── tests/ # pytest-покрытие маршрутов и логики\n├── .github/workflows/ # CI и превью-деплой\n├── LICENSE # MIT\n└── README.md\n```\n\n## Обязательный прокси-сервис\n\n| Режим | Ключ API | Канал вызовов |\n|----------------|----------|---------------|\n| `development` | допускается прямой ввод ключа через `.env` | Flask-приложение обращается напрямую |\n| `production` | **только через Vercel/Netlify serverless функции** | фронтенд вызывает `api/chat` → прокси → внешний API |\n\n> Прямой ключ в браузер разрешён исключительно для локальной разработки. В продакшене используйте встроенный serverless-прокси, чтобы скрыть секреты и добавить rate limiting.\n\n## Быстрый старт (dev)\n\n1. Создайте виртуальное окружение и установите зависимости:\n ```bash\n python -m venv .venv\n source .venv/bin/activate\n pip install -e .[dev]\n npm ci\n ```\n2. Запустите все проверки:\n ```bash\n npm run lint\n npm test\n pytest\n ```\n3. Стартуйте локальный сервер (допускается прямой ключ `OPENAI_API_KEY` в `.env`):\n ```bash\n flask --app milana_site.app run --debug\n ```\n4. Откройте http://127.0.0.1:5000 и начинайте работу с Milana.\n\n## Тестирование и CI\n\n- GitHub Actions (`ci.yml`) прогоняет `npm ci`, `npm run lint`, `npm test` и `pytest` на каждом коммите/PR.\n- Workflow `vercel-preview.yml` публикует превью на Vercel для каждого PR.\n- Локально перед коммитом выполняйте те же команды и проверяйте, что скриншоты остаются актуальными.\n\n## Безопасность и threat model\n\n- **XSS:** все пользовательские поля проходят через `milana_site.security.sanitize_text`, а шаблоны защищены `Content-Security-Policy` (только `self`).\n- **CSRF:** SPA без cookies, поэтому риск минимален; все state-changing запросы выполняются через POST формы.\n- **Secrets:** производственные ключи никогда не попадают в браузер — используйте только прокси-функции и переменные окружения платформы.\n- **Transport:** для публичных доменов включайте HTTPS и заголовки безопасности (`Strict-Transport-Security`, `X-Frame-Options`).\n\n## Подготовка к публикации\n\n1. Настройте переменные окружения на Vercel/Netlify (`MILANA_SECRET_KEY`, прокси-ключи к внешним API).\n2. Обновите скриншоты после визуальных изменений (`docs/screenshots/*.svg`).\n3. Проверьте чек-лист CI/тестов и выполните smoke-тест по чек-листу из README.\n4. Запустите продакшен-деплой и зафиксируйте ссылку в описании релиза.\n",
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[2026-01-18T04:14:13.585Z] [INFO] Knowledge cutoff: 2025-07-31
[2026-01-18T04:14:13.586Z] [INFO] Released: 2025-09-29
[2026-01-18T04:14:13.586Z] [INFO] Capabilities: Attachments, Reasoning, Temperature, Tool calls
[2026-01-18T04:14:13.586Z] [INFO] Open weights: No
[2026-01-18T04:14:13.587Z] [INFO]
[2026-01-18T04:14:13.587Z] [INFO] Usage:
[2026-01-18T04:14:13.587Z] [INFO] Input tokens: 8 377
[2026-01-18T04:14:13.588Z] [INFO] Cache creation tokens: 113 529
[2026-01-18T04:14:13.588Z] [INFO] Cache read tokens: 4 166 505
[2026-01-18T04:14:13.588Z] [INFO] Output tokens: 507
[2026-01-18T04:14:13.589Z] [INFO]
[2026-01-18T04:14:13.589Z] [INFO] Cost Calculation (USD):
[2026-01-18T04:14:13.590Z] [INFO] Input: 8 377 tokens × $3/M = $0.025131
[2026-01-18T04:14:13.593Z] [INFO] Cache write: 113 529 tokens × $3.75/M = $0.425734
[2026-01-18T04:14:13.594Z] [INFO] Cache read: 4 166 505 tokens × $0.3/M = $1.249951
[2026-01-18T04:14:13.594Z] [INFO] Output: 507 tokens × $15/M = $0.007605
[2026-01-18T04:14:13.594Z] [INFO] ─────────────────────────────────
[2026-01-18T04:14:13.594Z] [INFO] Total: $1.708421
[2026-01-18T04:14:13.594Z] [INFO]
📊 Token Budget Statistics:
[2026-01-18T04:14:13.594Z] [INFO] Context window:
[2026-01-18T04:14:13.594Z] [INFO] Used: 4 288 411 tokens
[2026-01-18T04:14:13.594Z] [INFO] Limit: 200 000 tokens
[2026-01-18T04:14:13.594Z] [INFO] Ratio: 21.4421 (2144.21%)
[2026-01-18T04:14:13.595Z] [INFO] Output tokens:
[2026-01-18T04:14:13.595Z] [INFO] Used: 507 tokens
[2026-01-18T04:14:13.595Z] [INFO] Limit: 64 000 tokens
[2026-01-18T04:14:13.595Z] [INFO] Ratio: 0.0079 (0.79%)
[2026-01-18T04:14:13.595Z] [INFO] Total session tokens: 122 413
[2026-01-18T04:14:13.595Z] [INFO]
💰 Cost estimation:
[2026-01-18T04:14:13.595Z] [INFO] Public pricing estimate: $1.708421 USD
[2026-01-18T04:14:13.595Z] [INFO] Calculated by Anthropic: $0.901958 USD
[2026-01-18T04:14:13.595Z] [INFO] Difference: $-0.806463 (-47.21%)
[2026-01-18T04:14:13.596Z] [INFO] Total tokens: 122 413
[2026-01-18T04:14:13.596Z] [INFO]
💡 To continue this session in Claude Code interactive mode:
[2026-01-18T04:14:13.596Z] [INFO] (cd "/tmp/gh-issue-solver-1768708961142" && claude --resume 38dc5888-27c8-49e0-9eda-596e2651a048 --model sonnet)
[2026-01-18T04:14:13.596Z] [INFO] 📊 Session data captured: 38dc5888-27c8-49e0-9eda-596e2651a048
[2026-01-18T04:14:13.596Z] [INFO] 💰 Anthropic cost: $0.901958
[2026-01-18T04:14:13.596Z] [INFO]
[2026-01-18T04:14:13.596Z] [INFO] 📎 Uploading auto-restart session log...
[2026-01-18T04:14:13.656Z] [INFO] 💰 Calculated cost: $1.708421
[2026-01-18T04:14:13.658Z] [INFO] 🔍 Sanitizing log content to mask GitHub tokens...
[2026-01-18T04:14:14.399Z] [INFO] 🔒 Sanitized 1 secrets using dual approach:
[2026-01-18T04:14:14.401Z] [INFO] • Known tokens: 1
[2026-01-18T04:14:14.402Z] [INFO] • Secretlint: 0 detections
[2026-01-18T04:14:14.402Z] [INFO] • Custom patterns: 0 detections
[2026-01-18T04:14:14.402Z] [INFO] • Hex tokens: 0
[2026-01-18T04:14:14.403Z] [INFO] 🔧 Escaping code blocks in log content for safe embedding...
[2026-01-18T04:14:14.403Z] [INFO] ⚠️ Log comment too long (652830 chars), GitHub limit is 65536 chars
[2026-01-18T04:14:14.404Z] [INFO] 📎 Uploading log using gh-upload-log...
[2026-01-18T04:14:14.781Z] [INFO] 🔍 Repository visibility: public
[2026-01-18T04:14:15.686Z] [INFO] 🔒 Sanitized 1 secrets using dual approach:
[2026-01-18T04:14:15.687Z] [INFO] • Known tokens: 1
[2026-01-18T04:14:15.687Z] [INFO] • Secretlint: 0 detections
[2026-01-18T04:14:15.688Z] [INFO] • Custom patterns: 0 detections
[2026-01-18T04:14:15.688Z] [INFO] • Hex tokens: 0
[2026-01-18T04:14:15.690Z] [INFO] 📤 Running: gh-upload-log "/tmp/solution-draft-log-pr-1768709654782.txt" --public --description "Solution draft log for https://github.com/MILANA808/milana_site/pull/18" --verbose
[2026-01-18T04:14:18.782Z] [INFO] ✅ Upload successful: https://gist.github.com/konard/353efda7424662f60ca5555dbbd1133b
[2026-01-18T04:14:18.782Z] [INFO] 📊 Type: gist, Chunks: 1
[2026-01-18T04:14:18.783Z] [INFO] 🔗 Raw URL: https://gist.githubusercontent.com/konard/353efda7424662f60ca5555dbbd1133b/raw/7bf98a541a60b375bc9db2cd7609ec568c33d49e/solution-draft-log-pr-1768709654782.txt
[2026-01-18T04:14:19.818Z] [INFO] ✅ Solution draft log uploaded to Pull Request as public Gist
[2026-01-18T04:14:19.818Z] [INFO] 🔗 Log URL: https://gist.githubusercontent.com/konard/353efda7424662f60ca5555dbbd1133b/raw/7bf98a541a60b375bc9db2cd7609ec568c33d49e/solution-draft-log-pr-1768709654782.txt
[2026-01-18T04:14:19.818Z] [INFO] 📊 Log size: 657KB
[2026-01-18T04:14:19.819Z] [INFO] ✅ Auto-restart session log uploaded to PR
[2026-01-18T04:14:19.819Z] [INFO]
[2026-01-18T04:14:19.819Z] [INFO] ✅ CLAUDE execution completed: Checking for remaining changes...
[2026-01-18T04:14:19.819Z] [INFO] Checking immediately for uncommitted changes...
[2026-01-18T04:14:19.819Z] [INFO]
[2026-01-18T04:14:25.369Z] [INFO]
[2026-01-18T04:14:25.369Z] [INFO] ✅ CHANGES COMMITTED! Exiting auto-restart mode
[2026-01-18T04:14:25.369Z] [INFO] All uncommitted changes have been resolved
[2026-01-18T04:14:25.370Z] [INFO]
[2026-01-18T04:14:25.370Z] [INFO]
[2026-01-18T04:14:25.370Z] [INFO] 📊 Updated session data from watch mode:
[2026-01-18T04:14:25.370Z] [INFO] Session ID: 38dc5888-27c8-49e0-9eda-596e2651a048
[2026-01-18T04:14:25.370Z] [INFO] Anthropic cost: $0.901958
[2026-01-18T04:14:25.370Z] [INFO]
[2026-01-18T04:14:25.370Z] [INFO] 📤 Pushing committed changes to GitHub...
[2026-01-18T04:14:25.370Z] [INFO]
[2026-01-18T04:14:27.106Z] [INFO] ✅ Changes pushed successfully to remote branch
[2026-01-18T04:14:27.106Z] [INFO] Branch: issue-16-9a9093d42f07
[2026-01-18T04:14:27.106Z] [INFO]
[2026-01-18T04:14:27.107Z] [INFO] 📎 Uploading working session logs to Pull Request...
[2026-01-18T04:14:27.232Z] [INFO] 💰 Calculated cost: $1.708421
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