readme-generator-free
Generate polished README files from project code. Use when the user says "generate readme", "create README", "write project documentation", "make a readme", or asks for README generation, project documentation, installation docs, usage docs, API docs, badges, or repository onboarding documentation derived from an existing codebase.
Works with
--- name: readme-generator-free description: Generate polished README files from project code. Use when the user says "generate readme", "create README", "write project documentation", "make a readme", or asks for README generation, project documentation, installation docs, usage docs, API docs, badges, or repository onboarding documentation derived from an existing codebase. license: MIT --- # README Generator Create a polished, accurate `README.md` from the project files that actually exist. Prefer evidence from manifests, source files, comments, and command output over generic filler. ## Workflow 1. Inspect the project root before writing: - Node: `package.json` - Python: `requirements.txt`, `pyproject.toml`, `setup.py`, or `setup.cfg` - Go: `go.mod` - Rust: `Cargo.toml` - Java: `pom.xml`, `build.gradle`, or `build.gradle.kts` - Make commands: `Makefile` - License: `LICENSE`, `LICENSE.md`, or package manifest license fields 2. Detect the main entry point: - Node/TypeScript: `package.json` `main`, `bin`, `exports`, `src/index.ts`, `src/index.js`, `index.js`, or `server.js` - Python: `main.py`, `app.py`, package console scripts, or `__main__.py` - Go: `main.go` or `cmd/*/main.go` - Rust: `src/main.rs`, `src/lib.rs`, or `[[bin]]` entries in `Cargo.toml` - Java: Maven/Gradle application plugin config or `src/main/java/**/Main.java` 3. Extract dependencies only from actual manifests: - Node: `dependencies`, `devDependencies`, `peerDependencies`, and `optionalDependencies` - Python: `requirements.txt`, `pyproject.toml`, `setup.py`, or `setup.cfg` - Go: `require` blocks in `go.mod` - Rust: `[dependencies]`, `[dev-dependencies]`, and `[build-dependencies]` - Java: Maven dependencies or Gradle dependencies 4. Extract scripts and commands: - Node: `package.json` `scripts` - Make: targets from `Makefile` - Python: console scripts in package metadata, common commands from project files - Go/Rust/Java: standard build, test, and run commands when the matching manifest exists 5. Infer description cautiously: - Prefer `package.json`/manifest description fields. - Otherwise use top-level comments, module docstrings, existing docs, or repository/folder name. - If there is not enough evidence, write a modest one-sentence description and mark unknown specifics as TODO. 6. Generate the README with: - Title from package name, manifest name, or directory name - Badges for license, primary language, version, and build status placeholder - Description - Installation instructions for the detected language - Usage examples from `--help` output when safe to run, otherwise from scripts and entry points - API documentation when JSDoc, docstrings, Go comments, Rust doc comments, or JavaDoc are present - Contributing guidelines - License section from detected license or a prompt/TODO when unknown ## Template Reference Read `references/templates.md` when choosing language-specific README sections, badge patterns, or install command templates. Keep the final README tailored to the current repository rather than copying every optional section. ## Accuracy Rules - Do not hallucinate dependencies, commands, entry points, environment variables, APIs, or deployment steps. - Only include dependencies and scripts that were found in real files. - Use TODO markers for important unknowns instead of inventing facts. - Do not run commands that mutate the project while collecting README evidence. - Only run `--help` commands when they are likely safe and local; skip them if the command may start servers, install packages, modify files, or call external services. - Keep Markdown valid with one `#` title, proper heading levels, fenced code blocks, and no broken table syntax. ## Output Shape When asked to create or update a README, write or update `README.md` in the project root unless the user specifies another path. Summarize the evidence used and list any TODOs that remain because the repository did not contain enough information.
More Writing & Documentation skills
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Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacing README guidance by default.
repo-intake-and-plan
lllllllama/rigorpilot-skills
Rigor Intake helper for README-first deep learning repo reproduction. Use when the task is specifically to scan a repository, read the README and common project files, extract documented commands, classify inference, evaluation, and training candidates, and return the smallest trustworthy reproduction plan to the main orchestrator. Do not use for environment setup, asset download, command execution, final reporting, paper lookup, or end-to-end orchestration.
minimal-run-and-audit
lllllllama/rigorpilot-skills
Rigor Run skill for README-first deep learning repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized `repro_outputs/` files, including patch notes when repository files changed. Do not use for training execution, initial repo intake, generic environment setup, paper lookup, target selection, hidden scientific-meaning changes, or end-to-end orchestration by itself.

