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investigate

investigate

【开发与工程】Systematic debugging with Iron Law methodology. 5-phase investigation from evidence collection to verified fix. Triggers on "investigate", "debug", "root cause".

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技能说明

GitHub

name: investigate description: Systematic debugging with Iron Law methodology. 5-phase investigation from evidence collection to verified fix. Triggers on "investigate", "debug", "root cause". allowed-tools: Bash, Read, Write, Edit, Glob, Grep

Investigate

Systematic debugging skill that enforces the Iron Law: never fix without a confirmed root cause. Produces a structured debug report with full evidence chain, minimal fix, and regression test.

Iron Law Principle

No fix without confirmed root cause. Every investigation follows a strict evidence chain:

  1. Reproduce the bug with concrete evidence
  2. Analyze patterns to assess scope
  3. Form and test hypotheses (max 3 strikes)
  4. Implement minimal fix ONLY after root cause is confirmed
  5. Verify fix and generate structured report

Violation of the Iron Law (skipping to Phase 4 without Phase 3 confirmation) is prohibited.

Key Design Principles

  1. Evidence-First: Collect before theorizing. Logs, stack traces, and reproduction steps are mandatory inputs.
  2. Minimal Fix: Change only what is necessary. Refactoring is not debugging.
  3. 3-Strike Escalation: If 3 consecutive hypothesis tests fail, STOP and escalate with a diagnostic dump.
  4. Regression Coverage: Every fix must include a test that fails without the fix and passes with it.
  5. Structured Output: All findings are recorded in machine-readable JSON for future reference.

Execution Flow

Phase 1: Root Cause Investigation
  Reproduce bug, collect evidence (errors, logs, traces)
  Use ccw cli --tool gemini --mode analysis for initial diagnosis
  Output: investigation-report.json
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Phase 2: Pattern Analysis
  Search codebase for similar patterns (same error, module, antipattern)
  Assess scope: isolated vs systemic
  Output: pattern-analysis section in report
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Phase 3: Hypothesis Testing
  Form max 3 hypotheses from evidence
  Test each with minimal read-only probes
  3-strike rule: STOP and escalate on 3 consecutive failures
  Output: confirmed root cause with evidence chain
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Phase 4: Implementation  [GATE: requires Phase 3 confirmed root cause]
  Implement minimal fix
  Add regression test
  Verify fix resolves reproduction case
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Phase 5: Verification & Report
  Run full test suite
  Check for regressions
  Generate structured debug report to .workflow/.debug/

Directory Setup

mkdir -p .workflow/.debug

Output Structure

.workflow/.debug/
  debug-report-{YYYY-MM-DD}-{slug}.json    # Structured debug report

Completion Status Protocol

This skill follows the Completion Status Protocol defined in _shared/SKILL-DESIGN-SPEC.md sections 13-14.

StatusWhen
DONERoot cause confirmed, fix applied, regression test passes, no regressions
DONE_WITH_CONCERNSFix applied but partial test coverage or minor warnings
BLOCKEDCannot reproduce bug, or 3-strike escalation triggered in Phase 3
NEEDS_CONTEXTMissing reproduction steps, unclear error conditions

Reference Documents

DocumentPurpose
phases/01-root-cause-investigation.mdEvidence collection and reproduction
phases/02-pattern-analysis.mdCodebase pattern search and scope assessment
phases/03-hypothesis-testing.mdHypothesis formation, testing, and 3-strike rule
phases/04-implementation.mdMinimal fix with Iron Law gate
phases/05-verification-report.mdTest suite, regression check, report generation
specs/iron-law.mdIron Law rules definition
specs/debug-report-format.mdStructured debug report JSON schema

CLI Integration

This skill leverages ccw cli for multi-model analysis at key points:

PhaseCLI UsageMode
Phase 1Initial diagnosis from error evidence--mode analysis
Phase 2Cross-file pattern search--mode analysis
Phase 3Hypothesis validation assistance--mode analysis

All CLI calls use --mode analysis (read-only). No write-mode CLI calls during investigation phases 1-3.

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