forgivesam168 Debug Skill
Systematic investigation methodology for failures. Follows a structured reproduce → isolate → hypothesize → test → record cycle. Escalates after 2 consecutive failed debug cycles.
1. Invocation Criteria
Use this skill when any of the following apply:
| Trigger | Example |
|---|---|
| Build failure | Compilation error, dotnet build fails, npm run build fails |
| Test failure | Tests that were passing now fail; flaky test behavior |
| Unexpected agent behavior | Agent produces output inconsistent with spec or prior runs |
| Drift-related error | sync-dotgithub.ps1 reports differences; audit-catalog.ps1 fails unexpectedly |
2. Investigation Step Sequence
Execute steps in order. Do not skip steps.
Reproduce: Confirm the failure is deterministic. Run the failing command again from a clean state. If intermittent, capture conditions under which it occurs.
Isolate: Narrow the failure scope. Which file, function, or check is failing? What changed since the last known-good state? (
git difforgit log --oneline -5)Hypothesize: Form one specific hypothesis about the root cause. Write it down: "I believe X is failing because Y."
Test hypothesis: Make a minimal targeted change or investigation step to confirm or reject the hypothesis. Do NOT make sweeping changes.
Record finding: Document:
- What was tested
- What was observed (actual vs. expected)
- Hypothesis status: CONFIRMED or REJECTED
- If rejected: form a new hypothesis and return to step 3
3. Output Format
After completing an investigation cycle, produce a structured findings report:
## Debug Findings — <date>
**Failure**: [brief description of the failure]
**Reproduced**: [Yes / No / Intermittent]
**Isolated to**: [file / function / check / component]
**Hypothesis**: [your hypothesis]
**Test performed**: [what you did to test it]
**Result**: [CONFIRMED / REJECTED]
**Root cause** (if confirmed): [explanation]
**Fix applied**: [description of change made, or "none — escalating"]
**Remaining issue** (if unresolved): [what is still unknown or broken]
Escalation Trigger
If the fix is applied and the check still fails, that completes 1 debug cycle.
After 2 consecutive failed debug cycles (attempt corrective action → rerun check → still fails = 1 cycle), the agent must terminate the debug loop and escalate to a human. Do NOT autonomously initiate a third cycle.
Escalation message format:
⚠️ ESCALATION REQUIRED — 2 debug cycles attempted without resolution.
Failure: [description]
Cycle 1: [hypothesis + fix attempted + result]
Cycle 2: [hypothesis + fix attempted + result]
Unresolved: [what is still broken]
Recommended next step: [human investigation / revert to last known-good / ask for expert input]
4. Escalation Threshold
The escalation threshold is 2 consecutive failed debug cycles. This is a fixed number — not a variable, not "a few", not "several".
Definition of one debug cycle: hypothesis formed → corrective action taken → verification check rerun → check still fails.
Why 2? After 2 cycles without resolution, the agent is likely stuck in a local minimum. Human judgment is needed to break the loop.
What NOT to do:
- Do NOT run a third cycle autonomously
- Do NOT silently continue without escalating
- Do NOT expand scope of changes hoping something will work