Debug Pattern — Skills
Pattern: Debug
Component: skills.md
Version: 1.3 | Updated: 2026-07-29
| Skill | Path | Why required |
|---|---|---|
| Debug | skills/debug.skill.md |
Hypothesis-driven isolation |
| Testing | skills/testing.skill.md |
Regression tests that prove the fix |
| Observability | skills/observability.skill.md |
Metrics/traces for prod repro |
Related agents
Skill activation triggers
Run Debug before any patch when the failure is unexplained. Run Observability when the only reliable repro is production-shaped. Run Testing as soon as a hypothesis is confirmed so the fix cannot regress silently.
Verification that skills worked
- At least two ranked hypotheses existed before the first patch
- Fix is verified in the failing environment, not only locally
- A regression test or monitor would fail on the pre-fix behavior
Changelog
- 1.3 (2026-07-29): Debug skill activation and verification rewritten for this envelope.
Version: AIES v1.0.0✏️ Edit this page on GitHub