Use on confirmed working code whose name stops at mechanism (bboxxhtml) or shape (wordcoordinatedata / useFieldSaveState) and whose purpose survives only in why-comments, when /review-code-quality hands off a naming / cohesion finding as needs-judgment, or when the user says 「意図が伝わる名前にして」「コメントなしで読めるコードにして」. ALSO use while WRITING new code (経路2 生成時), the moment you are about to (a) write a comment, (b) leave a bare mechanism or constraint-workaround justification in a public method body, or (c) explain a boolean / null-vs-undefined meaning in a comment. Do NOT drive-by rename outside the target nor scan a whole diff (that is /review-code-quality); this is the deep one-point transformer / generation-time recipe. The only self-run whole-diff pass is a mechanical screening for homonym collisions (e.g. auth token vs placeholder token), 段0 noise-word identifiers, and comment-heavy new/ported files (comment lines > ~25% of non-blank lines).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Use on confirmed working code whose name stops at mechanism (bboxxhtml) or shape (wordcoordinatedata / useFieldSaveState) and whose purpose survives only in why-comments, when /review-code-quality hands off a naming / cohesion finding as needs-judgment, or when the user says 「意図が伝わる名前にして」「コメントなしで読めるコードにして」. ALSO use while WRITING new code (経路2 生成時), the moment you are about to (a) write a comment, (b) leave a bare mechanism or constraint-workaround justification in a public method body, or (c) explain a boolean / null-vs-undefined meaning in a comment. Do NOT drive-by rename outside the target nor scan a whole diff (that is /review-code-quality); this is the deep one-point transformer / generation-time recipe. The only self-run whole-diff pass is a mechanical screening for homonym collisions (e.g. auth token vs placeholder token), 段0 noise-word identifiers, and comment-heavy new/ported files (comment lines > ~25% of non-blank lines).
Quick start
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Use on confirmed working code whose name stops at mechanism (`bbox_xhtml`) or shape (`word_coordinate_data` / `useFieldSaveState`) and whose purpose survives only in why-comments, when /review-code-quality hands off a naming / cohesion finding as needs-judgment, or when the user says 「意図が伝わる名前にして」「コメントなしで読めるコードにして」. ALSO use while WRITING new code (経路2 生成時), the moment you are about to (a) write a comment, (b) leave a bare mechanism or constraint-workaround justification in a public method body, or (c) explain a boolean / null-vs-undefined meaning in a comment. Do NOT drive-by rename outside the target nor scan a whole diff (that is /review-code-quality); this is the deep one-point transformer / generation-time recipe. The only self-run whole-diff pass is a mechanical screening for homonym collisions (e.g. auth `token` vs placeholder `token`), 段0 noise-word identifiers, and comment-heavy new/ported files (comment lines > ~25% of non-blank lines).
About this listing
Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI