cloud-devops-expert
Cloud and DevOps expert including AWS, GCP, Azure, and Terraform
troubleshooting-regression
Regression troubleshooting workflow for hook/router/memory/search failures with enforced evidence and fix validation
Full skill instructions
Use this skill when the framework appears stale, stuck, or regressed and you need deterministic diagnosis plus fix verification.
Do not declare a regression fixed without:
pnpm trace:query,pnpm trace:query --trace-id <traceId> --compact --since <ISO-8601> --limit 200).C:\\Users\\<user>\\.claude\\debug\\*.txtpnpm trace:query output for the same incident windowPrimary wrapper:
node .claude/skills/troubleshooting-regression/scripts/main.cjs --prompt "search the codebase for any issues or bugs"
pnpm trace:query --trace-id <traceId> --compact --since <ISO-8601> --limit 200
Optional direct log analysis:
node .claude/skills/troubleshooting-regression/scripts/main.cjs --log-path "C:\\Users\\<user>\\.claude\\debug\\<session>.txt"
ok: booleanlogPath: analyzed log pathfindings[]: normalized findings with severity and owner file hintsnextActions[]: concrete fix/validation actions.claude/workflows/troubleshooting-regression-skill-workflow.md.claude/tools/troubleshooting-regression/troubleshooting-regression.cjs.claude/commands/troubleshooting-regression.md# Analyze latest log
node .claude/skills/troubleshooting-regression/scripts/main.cjs --mode quick
# Analyze specific log and fail when critical findings exist
node .claude/skills/troubleshooting-regression/scripts/main.cjs --log-path "<path>" --strict
| Anti-Pattern | Why It Fails | Correct Approach |
|---|---|---|
| Making changes without reproducing failure | Can't verify the change fixed the right thing | Reproduce deterministically first, then fix |
| Fixing symptoms without root cause analysis | Problem recurs under different conditions | Use 5 Whys to trace to the root cause |
| Skipping regression suite after fix | Fix may break other functionality | Run full test suite after every change |
| Undocumented fixes | Same regression returns in future sessions | Record root cause, fix, and validation in issues.md |
| Resolving without end-to-end validation | Integration issues are missed | Validate the exact failure path end-to-end |
Before starting:
cat .claude/context/memory/learnings.md
After completing:
.claude/context/memory/learnings.md.claude/context/memory/issues.md.claude/context/memory/decisions.mdASSUME INTERRUPTION: Your context may reset. If it's not in memory, it didn't happen.
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