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ai-for-dummies/skill-reviews/improved/gfiber-logging/SKILL.md
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---
name: gfiber-logging
description: Decide and review GFiber service log levels while keeping production INFO output bounded and traceable. Use when adding, changing, or auditing service logs.
---
# gfiber-logging
## Inputs
Changed paths or service root, the request or flow under review, and the project logging configuration.
## Workflow
1. Read `references/levels.md` to classify each event; use `references/cases.md` for known service patterns.
2. Check new lines for correlation, minimized fields, and bounded volume.
3. Use `references/audit.md` for a static audit; measure representative traffic separately when a path is high-volume.
4. Report each finding with evidence and distinguish measured results from risk estimates.
## Rules
- Use the approved contextual logger when the project supports one.
- Never log secrets, PII, or full request/response bodies; cap identifier lists.
- Treat INFO caps and DEBUG deployment settings as project configuration facts. Report missing evidence rather than assuming them.
- This skill is read-only. Do not edit code or production configuration.
## Output
State the scope, each finding (location, level, reason, volume risk, action), audit command/results, and any unmeasured risk.