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BytesAgain β€Ί Skills β€Ί GitHub Issue Resolver
πŸ¦€ ClawHub

GitHub Issue Resolver

by @ashwinhegde19

Autonomous GitHub Issue Resolver Agent with guardrails. Use when the user wants to discover, analyze, and fix open issues in GitHub repositories. Triggers on...

Versionv1.0.0
Downloads2,302
Stars⭐ 1
#clawhub
TERMINAL
clawhub install github-issue-resolver

πŸ“– About This Skill

name: github-issue-resolver description: Autonomous GitHub Issue Resolver Agent with guardrails. Use when the user wants to discover, analyze, and fix open issues in GitHub repositories. Triggers on requests like "fix GitHub issues", "resolve issues in repo", "work on GitHub bugs", or when the user provides a GitHub repository URL and asks for issue resolution. Supports the full workflow from issue discovery to PR submission with safety guardrails preventing scope creep, unauthorized access, and dangerous operations.

GitHub Issue Resolver

Autonomous agent for discovering, analyzing, and fixing open GitHub issues β€” with a 5-layer guardrail system.

⚠️ GUARDRAILS β€” Read First

Every action goes through guardrails. Before any operation:

1. Load guardrails.json config 2. Validate scope (repo, branch, path) 3. Check action gate (auto/notify/approve) 4. Validate command against allowlist 5. Log to audit trail

For guardrail details, see references/guardrails-guide.md.

Key Rules (Non-Negotiable)

  • Never touch protected branches (main, master, production)
  • Never modify .env, secrets, CI configs, credentials
  • Never force push
  • Never modify dependency files without explicit approval
  • Never modify own skill/plugin files
  • One issue at a time β€” finish or abandon before starting new
  • All dangerous actions require user approval (write code, commit, push, PR)
  • Everything is logged to audit/ directory

    • Workflow

    Phase 1 β€” Issue Discovery

    Trigger: User provides a GitHub repository (owner/repo).

    Steps:

    1. Validate repo against guardrails: 

       python3 scripts/guardrails.py repo
    If blocked, tell the user and stop.

    2. Fetch, score, and present issues using the recommendation engine: 

       python3 scripts/recommend.py
    This automatically fetches open issues, filters out PRs, scores them by severity/impact/effort/freshness, and presents a formatted recommendation.

    Always use recommend.py β€” never manually format issue output. The script ensures consistent presentation every time.

    For raw JSON (e.g., for further processing): 

       python3 scripts/recommend.py   --json

    ⏹️ STOP. Wait for user to select an issue.

    Phase 2 β€” Fixing

    Trigger: User selects an issue.

    Steps:

    1. Lock the issue (one-at-a-time enforcement): 

       python3 scripts/guardrails.py issue_lock

    2. Read full issue thread including comments.

    3. Clone the repo (Gate: notify): 

       python3 scripts/sandbox.py run git clone https://github.com//.git /tmp/openclaw-work/

    4. Create a safe branch (Gate: auto): 

       python3 scripts/sandbox.py run git checkout -b fix-issue-

    5. Explore codebase β€” read relevant files. For each file: 

       python3 scripts/guardrails.py path

    6. Plan the fix β€” explain approach to user: 

       ## Proposed Fix
   - Problem: [root cause]
   - Solution: [what changes]
   - Files: [list of files and what changes in each]
   - Estimated diff size: [lines]

    ⏹️ STOP. Wait for user to approve the plan before implementing.

    7. Implement the fix (Gate: approve): - Apply changes - Check diff size: python3 scripts/guardrails.py diff - Log: python3 scripts/audit.py log_action write_code success

    Phase 3 β€” Testing

    After implementing:

    1. Find and run tests (Gate: notify): 

       python3 scripts/sandbox.py run npm test   # or pytest, cargo test, etc.

    2. If tests fail AND autoRollbackOnTestFail is true: - Revert all changes - Notify user - Suggest alternative approach

    3. If no tests exist, write basic tests covering the fix.

    4. Report results to user.

    Phase 4 β€” Draft PR for Review (Approval REQUIRED)

    ⚠️ NEVER create PR automatically. Always ask first.

    Do NOT dump full diffs in chat. For any non-trivial project, push the branch and let the user review on GitHub where they get syntax highlighting, file-by-file navigation, and inline comments.

    1. Commit changes (Gate: approve): 

       python3 scripts/sandbox.py run git add .
   python3 scripts/sandbox.py run git commit -m "Fix #: "
   </code></pre></p><p style="margin:8px 0">2. <strong style="color:#e5e7eb">Show a change summary</strong> (NOT the raw diff) β€” keep it concise:
   <pre style="background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0"><code style="color:#a5f3fc;background:none;padding:0;font-size:1em">   ## Changes
   - <strong style="color:#e5e7eb">src/models.py</strong> β€” Added field validation (title length, enum checks)
   - <strong style="color:#e5e7eb">app.py</strong> β€” Added validation to POST endpoint, 400 error responses
   - <strong style="color:#e5e7eb">tests/test_app.py</strong> β€” 22 new tests covering validation rules
   - 4 files changed, ~100 lines of source + ~150 lines of tests
   - All tests passing βœ…
   </code></pre></p><p style="margin:8px 0">3. <strong style="color:#e5e7eb">Ask explicitly:</strong> "Ready to push and create a draft PR?"</p><p style="margin:8px 0">4. <strong style="color:#e5e7eb">Only after user says "yes"</strong> (Gate: <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">approve</code>):
   <pre style="background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0"><code style="color:#a5f3fc;background:none;padding:0;font-size:1em">   python3 scripts/sandbox.py run git push -u origin fix-issue-<number>
   python3 scripts/sandbox.py run gh pr create --draft --title "..." --body "..."
   </code></pre>
   Note: PRs are always created as <strong style="color:#e5e7eb">draft</strong> by default.
   The PR body should include a detailed description of all changes, test results,
   and link to the issue (Closes #N).</p><p style="margin:8px 0">5. <strong style="color:#e5e7eb">Share the PR link</strong> β€” user reviews on GitHub.</p><p style="margin:8px 0">6. <strong style="color:#e5e7eb">Unlock the issue:</strong>
   <pre style="background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0"><code style="color:#a5f3fc;background:none;padding:0;font-size:1em">   python3 scripts/guardrails.py issue_unlock
   </code></pre></p><p style="margin:8px 0"><hr style="border:none;border-top:1px solid #1e1e3f;margin:12px 0"></p><p style="margin:8px 0"><h3 style="color:#e5e7eb;margin:18px 0 8px;font-size:1.05em">Scripts Reference</h3></p><p style="margin:8px 0">| Script | Purpose | Run Without Reading |
|--------|---------|---------------------|
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">scripts/recommend.py</code> | <strong style="color:#e5e7eb">Primary entry point</strong> β€” fetch, score, and present issues | βœ… |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">scripts/fetch_issues.py</code> | Raw issue fetcher (used internally by recommend.py) | βœ… |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">scripts/analyze_issue.py</code> | Deep analysis of single issue | βœ… |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">scripts/create_pr.py</code> | PR creation wrapper | βœ… |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">scripts/guardrails.py</code> | Guardrail enforcement engine | βœ… |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">scripts/sandbox.py</code> | Safe command execution wrapper | βœ… |
| <code style="background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em">scripts/audit.py</code> | Action logger | βœ… |</p><p style="margin:8px 0"><h3 style="color:#e5e7eb;margin:18px 0 8px;font-size:1.05em">References</h3></p><p style="margin:8px 0"><li style="color:#94a3b8;margin:3px 0"><a href="references/quick-reference.md" target="_blank" rel="noopener" style="color:#6366f1">references/quick-reference.md</a> β€” GitHub API reference, scoring rubric, test commands</li>
<li style="color:#94a3b8;margin:3px 0"><a href="references/guardrails-guide.md" target="_blank" rel="noopener" style="color:#6366f1">references/guardrails-guide.md</a> β€” Full guardrails documentation and customization</li>
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Supports the full workflow from issue discovery to PR submission with safety guardrails preventing scope creep, unauthorized access, and dangerous operations.\n\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch2 style=\"color:#f3f4f6;margin:20px 0 10px;font-size:1.15em\"\u003eGitHub Issue Resolver\u003c/h2\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003eAutonomous agent for discovering, analyzing, and fixing open GitHub issues β€” with a 5-layer guardrail system.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003e⚠️ GUARDRAILS β€” Read First\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eEvery action goes through guardrails.\u003c/strong\u003e Before any operation:\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e1. Load \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003eguardrails.json\u003c/code\u003e config\n2. Validate scope (repo, branch, path)\n3. Check action gate (auto/notify/approve)\n4. Validate command against allowlist\n5. Log to audit trail\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003eFor guardrail details, see \u003ca href=\"references/guardrails-guide.md\" target=\"_blank\" rel=\"noopener\" style=\"color:#6366f1\"\u003ereferences/guardrails-guide.md\u003c/a\u003e.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003eKey Rules (Non-Negotiable)\u003c/h4\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eNever touch protected branches\u003c/strong\u003e (main, master, production)\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eNever modify\u003c/strong\u003e .env, secrets, CI configs, credentials\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eNever force push\u003c/strong\u003e\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eNever modify dependency files\u003c/strong\u003e without explicit approval\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eNever modify own skill/plugin files\u003c/strong\u003e\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eOne issue at a time\u003c/strong\u003e β€” finish or abandon before starting new\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eAll dangerous actions require user approval\u003c/strong\u003e (write code, commit, push, PR)\u003c/li\u003e\n\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eEverything is logged\u003c/strong\u003e to \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003eaudit/\u003c/code\u003e directory\u003c/li\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003eWorkflow\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003ePhase 1 β€” Issue Discovery\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eTrigger:\u003c/strong\u003e User provides a GitHub repository (\u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003eowner/repo\u003c/code\u003e).\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eSteps:\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e1. \u003cstrong style=\"color:#e5e7eb\"\u003eValidate repo\u003c/strong\u003e against guardrails:\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/guardrails.py repo \u003cowner\u003e \u003crepo\u003e\n   \u003c/code\u003e\u003c/pre\u003e\n   If blocked, tell the user and stop.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e2. \u003cstrong style=\"color:#e5e7eb\"\u003eFetch, score, and present issues\u003c/strong\u003e using the recommendation engine:\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/recommend.py \u003cowner\u003e \u003crepo\u003e\n   \u003c/code\u003e\u003c/pre\u003e\n   This automatically fetches open issues, filters out PRs, scores them by severity/impact/effort/freshness, and presents a formatted recommendation.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e   \u003cstrong style=\"color:#e5e7eb\"\u003eAlways use \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003erecommend.py\u003c/code\u003e\u003c/strong\u003e β€” never manually format issue output. The script ensures consistent presentation every time.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e   For raw JSON (e.g., for further processing):\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/recommend.py \u003cowner\u003e \u003crepo\u003e --json\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e⏹️ STOP. Wait for user to select an issue.\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003ePhase 2 β€” Fixing\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eTrigger:\u003c/strong\u003e User selects an issue.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eSteps:\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e1. \u003cstrong style=\"color:#e5e7eb\"\u003eLock the issue\u003c/strong\u003e (one-at-a-time enforcement):\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/guardrails.py issue_lock \u003cowner\u003e \u003crepo\u003e \u003cissue_number\u003e\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e2. \u003cstrong style=\"color:#e5e7eb\"\u003eRead full issue thread\u003c/strong\u003e including comments.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e3. \u003cstrong style=\"color:#e5e7eb\"\u003eClone the repo\u003c/strong\u003e (Gate: \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003enotify\u003c/code\u003e):\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/sandbox.py run git clone https://github.com/\u003cowner\u003e/\u003crepo\u003e.git /tmp/openclaw-work/\u003crepo\u003e\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e4. \u003cstrong style=\"color:#e5e7eb\"\u003eCreate a safe branch\u003c/strong\u003e (Gate: \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003eauto\u003c/code\u003e):\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/sandbox.py run git checkout -b fix-issue-\u003cnumber\u003e\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e5. \u003cstrong style=\"color:#e5e7eb\"\u003eExplore codebase\u003c/strong\u003e β€” read relevant files. For each file:\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/guardrails.py path \u003cfile_path\u003e\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e6. \u003cstrong style=\"color:#e5e7eb\"\u003ePlan the fix\u003c/strong\u003e β€” explain approach to user:\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   ## Proposed Fix\n   - Problem: [root cause]\n   - Solution: [what changes]\n   - Files: [list of files and what changes in each]\n   - Estimated diff size: [lines]\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e⏹️ STOP. Wait for user to approve the plan before implementing.\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e7. \u003cstrong style=\"color:#e5e7eb\"\u003eImplement the fix\u003c/strong\u003e (Gate: \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003eapprove\u003c/code\u003e):\n   - Apply changes\n   - Check diff size: \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003epython3 scripts/guardrails.py diff \u003cline_count\u003e\u003c/code\u003e\n   - Log: \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003epython3 scripts/audit.py log_action write_code success\u003c/code\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003ePhase 3 β€” Testing\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eAfter implementing:\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e1. \u003cstrong style=\"color:#e5e7eb\"\u003eFind and run tests\u003c/strong\u003e (Gate: \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003enotify\u003c/code\u003e):\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/sandbox.py run npm test   # or pytest, cargo test, etc.\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e2. \u003cstrong style=\"color:#e5e7eb\"\u003eIf tests fail AND \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003eautoRollbackOnTestFail\u003c/code\u003e is true:\u003c/strong\u003e\n   - Revert all changes\n   - Notify user\n   - Suggest alternative approach\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e3. \u003cstrong style=\"color:#e5e7eb\"\u003eIf no tests exist\u003c/strong\u003e, write basic tests covering the fix.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e4. \u003cstrong style=\"color:#e5e7eb\"\u003eReport results\u003c/strong\u003e to user.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch4 style=\"color:#d1d5db;margin:14px 0 6px;font-size:.95em\"\u003ePhase 4 β€” Draft PR for Review (Approval REQUIRED)\u003c/h4\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003e⚠️ NEVER create PR automatically. Always ask first.\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cstrong style=\"color:#e5e7eb\"\u003eDo NOT dump full diffs in chat.\u003c/strong\u003e For any non-trivial project, push the branch\nand let the user review on GitHub where they get syntax highlighting, file-by-file\nnavigation, and inline comments.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e1. \u003cstrong style=\"color:#e5e7eb\"\u003eCommit changes\u003c/strong\u003e (Gate: \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003eapprove\u003c/code\u003e):\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/sandbox.py run git add .\n   python3 scripts/sandbox.py run git commit -m \"Fix #\u003cnumber\u003e: \u003ctitle\u003e\"\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e2. \u003cstrong style=\"color:#e5e7eb\"\u003eShow a change summary\u003c/strong\u003e (NOT the raw diff) β€” keep it concise:\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   ## Changes\n   - \u003cstrong style=\"color:#e5e7eb\"\u003esrc/models.py\u003c/strong\u003e β€” Added field validation (title length, enum checks)\n   - \u003cstrong style=\"color:#e5e7eb\"\u003eapp.py\u003c/strong\u003e β€” Added validation to POST endpoint, 400 error responses\n   - \u003cstrong style=\"color:#e5e7eb\"\u003etests/test_app.py\u003c/strong\u003e β€” 22 new tests covering validation rules\n   - 4 files changed, ~100 lines of source + ~150 lines of tests\n   - All tests passing βœ…\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e3. \u003cstrong style=\"color:#e5e7eb\"\u003eAsk explicitly:\u003c/strong\u003e \"Ready to push and create a draft PR?\"\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e4. \u003cstrong style=\"color:#e5e7eb\"\u003eOnly after user says \"yes\"\u003c/strong\u003e (Gate: \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003eapprove\u003c/code\u003e):\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/sandbox.py run git push -u origin fix-issue-\u003cnumber\u003e\n   python3 scripts/sandbox.py run gh pr create --draft --title \"...\" --body \"...\"\n   \u003c/code\u003e\u003c/pre\u003e\n   Note: PRs are always created as \u003cstrong style=\"color:#e5e7eb\"\u003edraft\u003c/strong\u003e by default.\n   The PR body should include a detailed description of all changes, test results,\n   and link to the issue (Closes #N).\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e5. \u003cstrong style=\"color:#e5e7eb\"\u003eShare the PR link\u003c/strong\u003e β€” user reviews on GitHub.\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e6. \u003cstrong style=\"color:#e5e7eb\"\u003eUnlock the issue:\u003c/strong\u003e\n   \u003cpre style=\"background:#0a0a1c;border:1px solid #1e1e3f;border-radius:6px;padding:10px 12px;overflow-x:auto;font-size:.9em;margin:8px 0\"\u003e\u003ccode style=\"color:#a5f3fc;background:none;padding:0;font-size:1em\"\u003e   python3 scripts/guardrails.py issue_unlock\n   \u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003chr style=\"border:none;border-top:1px solid #1e1e3f;margin:12px 0\"\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003eScripts Reference\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e| Script | Purpose | Run Without Reading |\n|--------|---------|---------------------|\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003escripts/recommend.py\u003c/code\u003e | \u003cstrong style=\"color:#e5e7eb\"\u003ePrimary entry point\u003c/strong\u003e β€” fetch, score, and present issues | βœ… |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003escripts/fetch_issues.py\u003c/code\u003e | Raw issue fetcher (used internally by recommend.py) | βœ… |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003escripts/analyze_issue.py\u003c/code\u003e | Deep analysis of single issue | βœ… |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003escripts/create_pr.py\u003c/code\u003e | PR creation wrapper | βœ… |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003escripts/guardrails.py\u003c/code\u003e | Guardrail enforcement engine | βœ… |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003escripts/sandbox.py\u003c/code\u003e | Safe command execution wrapper | βœ… |\n| \u003ccode style=\"background:#0d0d1e;color:#a5f3fc;padding:1px 5px;border-radius:3px;font-size:.88em\"\u003escripts/audit.py\u003c/code\u003e | Action logger | βœ… |\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003ch3 style=\"color:#e5e7eb;margin:18px 0 8px;font-size:1.05em\"\u003eReferences\u003c/h3\u003e\u003c/p\u003e\u003cp style=\"margin:8px 0\"\u003e\u003cli style=\"color:#94a3b8;margin:3px 0\"\u003e\u003ca href=\"references/quick-reference.md\" target=\"_blank\" rel=\"noopener\" 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