andresnator Activation Contract
Load this skill when reviewing refactor plans for: logging, observability, metrics, traces.
Hard Rules
- Flag noisy, duplicated, wrong-level, context-free, sensitive, or repeated exception logs.
- Recommend logs only at useful boundaries, decisions, and failure points.
- Use observability to validate before/after behavior without changing business behavior.
- Preserve observable behavior; label functional changes as follow-up.
- Require evidence for every recommendation, or mark it as a hypothesis.
Decision Gates
| Signal | Action |
|---|---|
| Concrete evidence exists | Create a finding with file, lines, symbol, benefit, validation, and rollback. |
| Evidence is incomplete | Mark as hypothesis and lower confidence. |
| Recommendation is cosmetic or speculative | Omit it unless maintainability benefit is clear. |
Execution Steps
- Inspect the target and nearby tests only as needed for this lens.
- Identify findings that match this skill's responsibility.
- Recommend the smallest safe behavior-preserving refactor.
- Add validation and rollback steps for each recommendation.
Output Contract
Return structured findings for the calling reviewer. Return no_findings when this lens has no material issue.
References
None.