Version
0.1.0
Debugging & Incident TriageMedium ReliabilityHigh-Risk Workflow
Debug Incident Triage
Structures incident debugging by grouping recurring log signatures and producing prioritized next-step diagnostics for on-call teams.
Last Updated
Apr 22, 2026
Verification Type
reconciliation checks, manual review required
Downloads
0
Required inputs
incident_logs (text)
Error and warning events collected during incident window.
service_context (markdown)
Deployment topology and dependency context.
Expected outputs
triage_report (markdown)
Ranked hypotheses with evidence and confidence.
next_checks (markdown)
Ordered diagnostic checks with command-level specificity.
Included checks and assets
scripts/cluster_log_signatures.py (script)
Groups recurring error signatures by normalized log message.
references/triage-template.md (reference)
Template for consistent incident triage reports.
references/hypothesis-ranking.md (reference)
Confidence ranking guidance for triage hypotheses.
references/containment-playbook.md (reference)
Safe immediate containment action patterns.
Failure modes
- Insufficient telemetry leads to incorrect hypotheses.
- Clustered messages may merge distinct root causes.
- Human triage quality varies under incident pressure.
Ideal use cases
- On-call incident triage
- CI failure clustering
- Runtime outage diagnostics
Example runs
Checkout API timeout incident
Validated sample runClusters timeout and DB connection errors into prioritized hypotheses.
Input preview
incident logs + recent deploy list
Output preview
Top hypothesis: DB pool exhaustion after rollout
Changelog summary
0.1.0 · Apr 22, 2026
Initial release for incident triage workflow.
Links
Inspect the source, read authored documentation, or download the published skill bundle.