systematic-debugging
npx skills add https://github.com/hjewkes/agent-skills --skill systematic-debugging
Agent 安装分布
Skill 文档
Systematic Debugging
Overview
Random fixes waste time and create new bugs. Quick patches mask underlying issues.
Core principle: ALWAYS find root cause before attempting fixes. Symptom fixes are failure.
Violating the letter of this process is violating the spirit of debugging.
The Iron Law
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
If you haven’t completed Phase 1, you cannot propose fixes.
When to Use
Use for ANY technical issue: test failures, bugs, unexpected behavior, performance problems, build failures, integration issues.
Use ESPECIALLY when: under time pressure, “just one quick fix” seems obvious, you’ve already tried multiple fixes, you don’t fully understand the issue.
Don’t skip when: issue seems simple, you’re in a hurry, manager wants it fixed NOW.
Quick Reference â The Four Phases
| Phase | Key Activities | Success Criteria |
|---|---|---|
| 1. Root Cause | Read errors, reproduce, check changes, gather evidence | Understand WHAT and WHY |
| 2. Pattern | Find working examples, compare | Identify differences |
| 3. Hypothesis | Form theory, test minimally | Confirmed or new hypothesis |
| 4. Implementation | Create test, fix, verify | Bug resolved, tests pass |
For detailed step-by-step instructions for each phase, see references/four-phases-detailed.md.
Red Flags â STOP and Follow Process
If you catch yourself thinking:
- “Quick fix for now, investigate later”
- “Just try changing X and see if it works”
- “Add multiple changes, run tests”
- “Skip the test, I’ll manually verify”
- “It’s probably X, let me fix that”
- “I don’t fully understand but this might work”
- “Here are the main problems: [lists fixes without investigation]”
- Proposing solutions before tracing data flow
- “One more fix attempt” (when already tried 2+)
- Each fix reveals new problem in different place
ALL of these mean: STOP. Return to Phase 1.
If 3+ fixes failed: Question the architecture (see Phase 4 in detailed reference).
Supporting Techniques
root-cause-tracing.mdâ Trace bugs backward through call stackdefense-in-depth.mdâ Add validation at multiple layerscondition-based-waiting.mdâ Replace arbitrary timeouts with condition polling
Related skills:
- test-driven-development â For creating failing test case (Phase 4)
- verification-before-completion â Verify fix worked before claiming success
For user signals, rationalizations table, and “no root cause” guidance, see references/debugging-signals.md.