Repository README Writer

SkillAI & models

Create or improve concise, useful, agent-safe repository READMEs. Use for new README drafts, rewrites, quickstarts, local setup, getting started, contributor docs, or README reviews. Do NOT use for API reference, full product docs, changelogs, or landing pages.

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

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

Then ask your AI: use the Repository README Writer skill

What this skill tells your AI

The instructions your AI receives, as published by jpcaparas/skills in skills/writing/repository-readme-writer/SKILL.md and read by ahel’s review.

Create or improve repository READMEs that help humans and agents understand the project quickly without overfitting to fragile implementation details.

Decision Tree

What kind of README work is this?

  • Creating a new README from a repository Read references/repository-audit.md, then use templates/repository-readme.md.

  • Improving an existing README Read references/rewrite-patterns.md, then preserve useful sections and remove stale or overly specific material.

  • Fixing only the setup path Read references/quickstart-design.md and make the quickstart the shortest verified path from clone to useful local feedback.

  • Reviewing README quality without editing yet Run python3 scripts/repo_readme_probe.py <repo> and use templates/readme-review.md.

  • Unsure which path applies Start with references/foundations.md, then inspect the repository before writing.

Quick Reference

TaskDo thisRead
Draft a new READMEInspect purpose, package manager, commands, config, checks, and deployment signals before writingreferences/repository-audit.md
Improve an existing READMEKeep accurate high-signal content, cut brittle inventory, add or repair quickstartreferences/rewrite-patterns.md
Design quickstartUse the fewest commands needed to install, configure, run, and verifyreferences/quickstart-design.md
Avoid over-documentingKeep implementation detail out unless it changes day-one usagereferences/foundations.md
Catch common failuresCheck version pins, path inventories, stale commands, and agent-hostile wordingreferences/gotchas.md
Get repo signals quicklyRun python3 scripts/repo_readme_probe.py <repo>references/repository-audit.md

Operating Contract

  1. Inspect before writing. A README that guesses commands, package managers, ports, or deployment shape is worse than no README.
  2. Write for first successful use. The reader needs purpose, quickstart, local development, configuration, quality checks, and where to look next.
  3. Prefer stable concepts over fragile paths. Name apps, services, packages, and boundaries by role; avoid directory tours unless the layout is the user-facing interface.
  4. Avoid pinned tool versions in prose. Point readers to the repository's version manager, lockfile, manifest, or CI config when exact versions matter.
  5. Keep examples executable and few. A README should show the happy path and the main verification command, not every script in the project.
  6. Make it safe for AI agents. Do not over-constrain future agents with brittle rules, exhaustive inventories, or stale assumptions that they may follow verbatim.

Default README Shape

Use this shape unless the repository clearly calls for a different one.

  1. Title
  2. One-sentence project summary
  3. Quickstart
  4. Project shape or architecture boundary
  5. Configuration
  6. Local development
  7. Quality checks
  8. Deployment or release notes, if discoverable
  9. Troubleshooting, only for common day-one failures

For small repositories, merge related sections. For large repositories, keep the root README high-level and link to dedicated docs instead of copying them.

Section Standards

Summary

Say what the project is and what it is for in one or two sentences. Do not open with internal tooling unless the tooling is the product.

Quickstart

Always include a quickstart. It should move from install to running to a visible verification point. If configuration is required, include only the minimum local setup.

Project Shape

Explain boundaries and responsibilities at a level that survives file moves. Prefer "the CMS owns content and the website reads through server-side API routes" over a tree of paths.

Configuration

Name required environment variables or configuration groups only when they are necessary for local use or deployment. Avoid dumping every variable.

Quality

Give the single shared quality gate first. Add targeted commands only when they help a common workflow.

Deployment

Document the deployment model and required services. Avoid provider-specific minutiae unless the repository clearly depends on them.

Templates

  • templates/repository-readme.md Use as the default shell for new READMEs.

  • templates/readme-review.md Use when reporting README issues before editing.

Gotchas

  1. A path inventory feels helpful on day one and becomes stale after the first refactor.
  2. Exact version prose rots faster than manifests, lockfiles, version manager files, and CI.
  3. A giant command catalog hides the one command a new contributor actually needs.
  4. A README written only for humans may omit machine-useful commands; a README written only for agents may become too literal and brittle.
  5. If quickstart commands are not verified, label uncertainty or inspect further before presenting them as authoritative.

Reading Guide

NeedRead
Core README philosophy and section rulesreferences/foundations.md
Repository inspection workflow and evidence rankingreferences/repository-audit.md
Quickstart structure, command selection, and verificationreferences/quickstart-design.md
Existing README rewrite tacticsreferences/rewrite-patterns.md
Failure modes and recovery patternsreferences/gotchas.md

Signals

GitHub stars
48
Forks
3
Last commit
Sep 2026

ahel review

  • K6low
    bundled executables the agent is told to run

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Catalog kind
skill
Gateway key
repository-readme-writer
Source
github.com/jpcaparas/skills