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Post-mortem diagnostic analysis of failed workflows.
Investigate failed or stuck workflows through post-mortem analysis of git history, plan files, and session artifacts. Forensics answers "what went wrong and why" -- it detects workflow-level failures that individual tool errors don't reveal.
Key distinction: A tool error is "ruff found 3 lint errors." A workflow failure is "the agent entered a fix/retry loop editing the same file 5 times and never progressed." The error-learner handles tool-level errors. Forensics handles workflow-level patterns.
| Task | Load |
|---|---|
| Collecting git evidence, running git log commands, scrubbing credentials | references/evidence-collection.md |
| Identifying failure type from symptoms, causal chain analysis | references/failure-signatures.md |
| Running any of the 5 anomaly detectors, scoring confidence | references/detectors.md |
| Signal | Load These Files | Why |
|---|---|---|
| tasks related to this reference | detectors.md | Loads detailed guidance from detectors.md. |
| tasks related to this reference | evidence-collection.md | Loads detailed guidance from evidence-collection.md. |
npx skills add notque/vexjoy-agent --skill forensicsHow clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
Mostly clear, but there are still a few confusing or poorly structured parts.
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
Partially actionable with several concrete steps, but still missing important details.