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diagnose-issues

Orchestrate parallel debug agents to investigate UAT gaps and find root causes. Spawns debug agents per gap, collects diagnoses, updates UAT.md.

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ModelioOpenSource/Modelio
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2026년 8월 7일 13:49
감지된 SKILL.md 언어
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SKILL.md
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diagnose-issues
description
Orchestrate parallel debug agents to investigate UAT gaps and find root causes. Spawns debug agents per gap, collects diagnoses, updates UAT.md.
<purpose> Orchestrate parallel debug agents to investigate UAT gaps and find root causes. After UAT finds gaps, spawn one debug agent per gap. Each agent investigates autonomously with symptoms pre-filled from UAT. Collect root causes, update UAT.md gaps with diagnosis, then hand off to plan-phase --gaps with actual diagnoses. Orchestrator stays lean: parse gaps, spawn agents, collect results, update UAT. </purpose> <paths> DEBUG_DIR=.gsd/debug Debug files use the `.gsd/debug/` path (hidden directory with leading dot). </paths> <core_principle> **Diagnose before planning fixes.** UAT tells us WHAT is broken (symptoms). Debug agents find WHY (root cause). plan-phase --gaps then creates targeted fixes based on actual causes, not guesses. Without diagnosis: "Comment doesn't refresh" → guess at fix → maybe wrong With diagnosis: "Comment doesn't refresh" → "useEffect missing dependency" → precise fix </core_principle> <process> <step name="parse_gaps"> **Extract gaps from UAT.md:** Read the "Gaps" section (YAML format): ```yaml - truth: "Comment appears immediately after submission" status: failed reason: "User reported: works but doesn't show until I refresh the page" severity: major test: 2 artifacts: [] missing: [] ``` For each gap, also read the corresponding test from "Tests" section to get full context. Build gap list: ``` gaps = [ {truth: "Comment appears immediately...", severity: "major", test_num: 2, reason: "..."}, {truth: "Reply button positioned correctly...", severity: "minor", test_num: 5, reason: "..."}, ... ] ``` </step> <step name="report_plan"> **Report diagnosis plan to user:** ``` ## Diagnosing {N} Gaps Spawning parallel debug agents to investigate root causes: | Gap (Truth) | Severity | |-------------|----------| | Comment appears immediately after submission | major | | Reply button positioned correctly | minor | | Delete removes comment | blocker | Each agent will: 1. Create DEBUG-{slug}.md with symptoms pre-filled 2. Investigate autonomously (read code, form hypotheses, test) 3. Return root cause This runs in parallel - all gaps investigated simultaneously. ``` </step> <step name="spawn_agents"> **Spawn debug agents in parallel:** For each gap, fill the debug-subagent-prompt template and spawn: ``` Task( prompt=filled_debug_subagent_prompt, subagent_type="general-purpose", description="Debug: {truth_short}" ) ``` **All agents spawn in single message** (parallel execution). Template placeholders: - `{truth}`: The expected behavior that failed - `{expected}`: From UAT test - `{actual}`: Verbatim user description from reason field - `{errors}`: Any error messages from UAT (or "None reported") - `{reproduction}`: "Test {test_num} in UAT" - `{timeline}`: "Discovered during UAT" - `{goal}`: `find_root_cause_only` (UAT flow - plan-phase --gaps handles fixes) - `{slug}`: Generated from truth </step> <step name="collect_results"> **Collect root causes from agents:** Each agent returns with: ``` ## ROOT CAUSE FOUND **Debug Session:** ${DEBUG_DIR}/{slug}.md **Root Cause:** {specific cause with evidence} **Evidence Summary:** - {key finding 1} - {key finding 2} - {key finding 3} **Files Involved:** - {file1}: {what's wrong} - {file2}: {related issue} **Suggested Fix Direction:** {brief hint for plan-phase --gaps} ``` Parse each return to extract: - root_cause: The diagnosed cause - files: Files involved - debug_path: Path to debug session file - suggested_fix: Hint for gap closure plan If agent returns `## INVESTIGATION INCONCLUSIVE`: - root_cause: "Investigation inconclusive - manual review needed" - Note which issue needs manual attention - Include remaining possibilities from agent return </step> <step name="update_uat"> **Update UAT.md gaps with diagnosis:** For each gap in the Gaps section, add artifacts and missing fields: ```yaml - truth: "Comment appears immediately after submission" status: failed reason: "User reported: works but doesn't show until I refresh the page" severity: major test: 2 root_cause: "useEffect in CommentList.tsx missing commentCount dependency" artifacts: - path: "src/components/CommentList.tsx" issue: "useEffect missing dependency" missing: - "Add commentCount to useEffect dependency array" - "Trigger re-render when new comment added" debug_session: .gsd/debug/comment-not-refreshing.md ``` Update status in frontmatter to "diagnosed". **Check planning config:** ```bash COMMIT_PLANNING_DOCS=$(cat .gsd/config.json 2>/dev/null | grep -o '"commit_docs"[[:space:]]*:[[:space:]]*[^,}]*' | grep -o 'true\|false' || echo "true") git check-ignore -q .gsd 2>/dev/null && COMMIT_PLANNING_DOCS=false ``` **If `COMMIT_PLANNING_DOCS=false`:** Skip git operations **If `COMMIT_PLANNING_DOCS=true` (default):** Commit the updated UAT.md: ```bash git add ".gsd/phases/XX-name/{phase}-UAT.md" git commit -m "docs({phase}): add root causes from diagnosis" ``` </step> <step name="report_results"> **Report diagnosis results and hand off:** Display: ``` ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ GSD ► DIAGNOSIS COMPLETE ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ | Gap (Truth) | Root Cause | Files | |-------------|------------|-------| | Comment appears immediately | useEffect missing dependency | CommentList.tsx | | Reply button positioned correctly | CSS flex order incorrect | ReplyButton.tsx | | Delete removes comment | API missing auth header | api/comments.ts | Debug sessions: ${DEBUG_DIR}/ Proceeding to plan fixes... ``` Return to verify-work orchestrator for automatic planning. Do NOT offer manual next steps - verify-work handles the rest. </step> </process> <context_efficiency> Agents start with symptoms pre-filled from UAT (no symptom gathering). Agents only diagnose—plan-phase --gaps handles fixes (no fix application). </context_efficiency> <failure_handling> **Agent fails to find root cause:** - Mark gap as "needs manual review" - Continue with other gaps - Report incomplete diagnosis **Agent times out:** - Check DEBUG-{slug}.md for partial progress - Can resume with /debug.md **All agents fail:** - Something systemic (permissions, git, etc.) - Report for manual investigation - Fall back to plan-phase --gaps without root causes (less precise) </failure_handling> <success_criteria> - [ ] Gaps parsed from UAT.md - [ ] Debug agents spawned in parallel - [ ] Root causes collected from all agents - [ ] UAT.md gaps updated with artifacts and missing - [ ] Debug sessions saved to ${DEBUG_DIR}/ - [ ] Hand off to verify-work for automatic planning </success_criteria>
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