Generates publication-grade README.md files by statically analyzing the actual target codebase — never guesswork or generic templates. Walks the import/AST graph for a salience-ranked Mermaid architecture diagram, extracts LaTeX-annotated formulas from docstrings/comments into a Mathematical Foundations section, auto-detects language/deps/license for the badge row, and enforces one canonical section order with a strict zero-placeholder guarantee (unsupported sections are omitted, never stubbed). Also runs --audit mode across a multi-repo workspace to report README drift (missing badges, out-of-order ToC, stale license blocks). Use whenever the user asks to generate, draft, write, or rewrite a README for a repo or codebase; wants docs to "look professional" or "match a template"; asks to audit or standardize READMEs across repos; or mentions a Mermaid diagram, badge row, or Mathematical Foundations section. Trigger even on "make this repo's README better" or "clean up my docs."
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Generates publication-grade README.md files by statically analyzing the actual target codebase — never guesswork or generic templates. Walks the import/AST graph for a salience-ranked Mermaid architecture diagram, extracts LaTeX-annotated formulas from docstrings/comments into a Mathematical Foundations section, auto-detects language/deps/license for the badge row, and enforces one canonical section order with a strict zero-placeholder guarantee (unsupported sections are omitted, never stubbed). Also runs --audit mode across a multi-repo workspace to report README drift (missing badges, out-of-order ToC, stale license blocks). Use whenever the user asks to generate, draft, write, or rewrite a README for a repo or codebase; wants docs to "look professional" or "match a template"; asks to audit or standardize READMEs across repos; or mentions a Mermaid diagram, badge row, or Mathematical Foundations section. Trigger even on "make this repo's README better" or "clean up my docs."
Quick start
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Generates publication-grade README.md files by statically analyzing the actual target codebase — never guesswork or generic templates. Walks the import/AST graph for a salience-ranked Mermaid architecture diagram, extracts LaTeX-annotated formulas from docstrings/comments into a Mathematical Foundations section, auto-detects language/deps/license for the badge row, and enforces one canonical section order with a strict zero-placeholder guarantee (unsupported sections are omitted, never stubbed). Also runs --audit mode across a multi-repo workspace to report README drift (missing badges, out-of-order ToC, stale license blocks). Use whenever the user asks to generate, draft, write, or rewrite a README for a repo or codebase; wants docs to "look professional" or "match a template"; asks to audit or standardize READMEs across repos; or mentions a Mermaid diagram, badge row, or Mathematical Foundations section. Trigger even on "make this repo's README better" or "clean up my docs."
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