Debugging — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Debugging (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Comprehensive debugging framework combining systematic investigation, root cause tracing, defense-in-depth validation, and verification protocols.
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
Random fixes waste time and create new bugs. Find the root cause, fix at source, validate at every layer, verify before claiming success.
Always use for: Test failures, bugs, unexpected behavior, performance issues, build failures, integration problems, before claiming work complete
Especially when: Under time pressure, "quick fix" seems obvious, tried multiple fixes, don't fully understand issue, about to claim success
references/systematic-debugging.md)Four-phase framework ensuring proper investigation:
Key rule: Complete each phase before proceeding. No fixes without Phase 1.
Load when: Any bug/issue requiring investigation and fix
references/root-cause-tracing.md)Trace bugs backward through call stack to find original trigger.
Technique: When error appears deep in execution, trace backward level-by-level until finding source where invalid data originated. Fix at source, not at symptom.
Includes: scripts/find-polluter.sh for bisecting test pollution
Load when: Error deep in call stack, unclear where invalid data originated
references/defense-in-depth.md)Validate at every layer data passes through. Make bugs impossible.
Four layers: Entry validation → Business logic → Environment guards → Debug instrumentation
Load when: After finding root cause, need to add comprehensive validation
references/verification.md)Run verification commands and confirm output before claiming success.
Iron law: NO COMPLETION CLAIMS WITHOUT FRESH VERIFICATION EVIDENCE
Run the command. Read the output. Then claim the result.
Load when: About to claim work complete, fixed, or passing
Bug → systematic-debugging.md (Phase 1-4)
Error deep in stack? → root-cause-tracing.md (trace backward)
Found root cause? → defense-in-depth.md (add layers)
About to claim success? → verification.md (verify first)Stop and follow process if thinking:
All mean: Return to systematic process.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.