Systematic Debugging
SkillDev toolsFour-phase debugging process - root cause first, then fix. Use when encountering bugs or unexpected behavior.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Systematic Debugging skill
What this skill tells your AI
The instructions your AI receives, as published by itseffi/agentic-os in .agents/skills/systematic-debugging/SKILL.md and read by ahel’s review.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
The Iron Law
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
If you haven't completed Phase 1, you cannot propose fixes.
The Four Phases
Phase 1: Root Cause Investigation
BEFORE attempting ANY fix:
-
Read Error Messages Carefully
- Don't skip past errors or warnings
- Read stack traces completely
- Note line numbers, file paths, error codes
-
Reproduce Consistently
- Can you trigger it reliably?
- What are the exact steps?
- If not reproducible, gather more data
-
Check Recent Changes
- Git diff, recent commits
- New dependencies, config changes
- Environmental differences
-
Trace Data Flow
- Where does bad value originate?
- What called this with bad value?
- Keep tracing up until you find the source
Phase 2: Pattern Analysis
-
Find Working Examples
- Locate similar working code in same codebase
-
Compare Against References
- Read reference implementation completely
- Don't skim - read every line
-
Identify Differences
- What's different between working and broken?
- List every difference, however small
Phase 3: Hypothesis and Testing
-
Form Single Hypothesis
- State clearly: "I think X is the root cause because Y"
- Write it down
-
Test Minimally
- Make the SMALLEST possible change
- One variable at a time
-
Verify Before Continuing
- Did it work? Yes -> Phase 4
- Didn't work? Form NEW hypothesis
- DON'T add more fixes on top
Phase 4: Implementation
-
Create Failing Test Case
- Use the
tdd.mdskill
- Use the
-
Implement Single Fix
- ONE change at a time
- No "while I'm here" improvements
-
Verify Fix
- Test passes now?
- No other tests broken?
-
If 3+ Fixes Failed: Question Architecture
- Is this pattern fundamentally sound?
- Should we refactor vs continue fixing symptoms?
- Discuss before attempting more fixes
Red Flags - STOP and Follow Process
- "Quick fix for now, investigate later"
- "Just try changing X and see if it works"
- "I don't fully understand but this might work"
- Proposing solutions before tracing data flow
- "One more fix attempt" (when already tried 2+)
ALL mean: STOP. Return to Phase 1.
Quick Reference
| Phase | Key Activities | Success Criteria |
|---|---|---|
| 1. Root Cause | Read errors, reproduce, check changes | 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 |
When to Use
Use this skill when the task directly matches the workflow described above.
When Not to Use
Do not use this skill when the request is unrelated, low-stakes, or better handled by a simpler direct response.
Signals
- GitHub stars
- 112
- Forks
- 21
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
systematic-debugging-itseffi- Source
- github.com/itseffi/agentic-os