glassbox

SkillDev tools

Read the latest Glassbox code review and apply all feedback annotations

Available today. Use it from your connected AI after setup.

No other account needed.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the glassbox skill

What this skill tells your AI

The instructions your AI receives, as published by brianwestphal/glassbox in .claude/skills/glassbox/SKILL.md and read by ahel’s review.

Read .glassbox/latest-review.md and apply the feedback.

For each annotation, follow the instruction type:

bug and fix — These indicate code that needs to be changed. Apply the suggested fixes.
style — These indicate stylistic preferences. Apply them to the indicated lines and similar patterns nearby.
pattern-follow — These highlight good patterns. Continue using these patterns in new code.
pattern-avoid — These highlight anti-patterns. Refactor the indicated code and avoid the pattern elsewhere.
remember — These are rules/preferences to persist. Update the project's AI configuration file (e.g., CLAUDE.md) with these.
note — These are informational context. Consider them but they may not require code changes.

Work through all annotated files methodically. For each file, read the source code first, then apply the feedback.

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