Repo-wide audit and cleanup of AI-like code noise — comments to a strict best-practice bar (delete redundant/narrating, condense bloated, fix stale or misleading, keep only load-bearing knowledge), plus a read-only audit mode and an opt-in refactor mode for vague names, dead/duplicated/speculative code, and over-abstraction — all strictly behavior-preserving and verified. Use whenever the user asks to clean up / prune / audit / condense comments, remove "obvious" or AI-generated comments, make code self-documenting or human-readable, de-slop vibe-coded files (code, not prose), apply a "comments only when necessary" or YAGNI/KISS pass, or says things like "чистка комментариев", "убери лишние комментарии", "comment hygiene", "de-comment", "почисти код". Also use when a code review found comment bloat or naming noise and the user wants it fixed repo-wide rather than file by file. Do not use to de-slop prose, Markdown, or documentation text — use awesome-humanize-en or awesome-document-style for that.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Repo-wide audit and cleanup of AI-like code noise — comments to a strict best-practice bar (delete redundant/narrating, condense bloated, fix stale or misleading, keep only load-bearing knowledge), plus a read-only audit mode and an opt-in refactor mode for vague names, dead/duplicated/speculative code, and over-abstraction — all strictly behavior-preserving and verified. Use whenever the user asks to clean up / prune / audit / condense comments, remove "obvious" or AI-generated comments, make code self-documenting or human-readable, de-slop vibe-coded files (code, not prose), apply a "comments only when necessary" or YAGNI/KISS pass, or says things like "чистка комментариев", "убери лишние комментарии", "comment hygiene", "de-comment", "почисти код". Also use when a code review found comment bloat or naming noise and the user wants it fixed repo-wide rather than file by file. Do not use to de-slop prose, Markdown, or documentation text — use awesome-humanize-en or awesome-document-style for that.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Repo-wide audit and cleanup of AI-like code noise — comments to a strict best-practice bar (delete redundant/narrating, condense bloated, fix stale or misleading, keep only load-bearing knowledge), plus a read-only audit mode and an opt-in refactor mode for vague names, dead/duplicated/speculative code, and over-abstraction — all strictly behavior-preserving and verified. Use whenever the user asks to clean up / prune / audit / condense comments, remove "obvious" or AI-generated comments, make code self-documenting or human-readable, de-slop vibe-coded files (code, not prose), apply a "comments only when necessary" or YAGNI/KISS pass, or says things like "чистка комментариев", "убери лишние комментарии", "comment hygiene", "de-comment", "почисти код". Also use when a code review found comment bloat or naming noise and the user wants it fixed repo-wide rather than file by file. Do not use to de-slop prose, Markdown, or documentation text — use awesome-humanize-en or awesome-document-style for that.
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