GitHub README Skill

Intent

Create or improve README files that accurately explain what a repo does, how to run it, and how a practical user should start.

Do Not Use When

• Do not use when the user wants code implementation, PR review, repo architecture, or docs that are not tied to live repo behavior.
• Required context is missing and cannot be reasonably inferred.
• A more specific skill in this repo is a better match.

Constraints

• Do not fabricate missing facts, measurements, dates, sources, or user context.
• Keep output aligned with Mick's direct, practical communication style unless the skill says otherwise.
• Preserve safety, legal, medical, financial, and operational boundaries stated in this file.
• Prefer concise, usable output over broad explanation.

Validation Checklist

• The output matches the skill's intended task and platform.
• Required inputs, assumptions, and uncertainty are explicit.
• Safety, scope, and source limits are respected.
• The response follows the requested format or the skill's default output format.
• The result is practical enough to use without another cleanup pass.

Write polished, complete README.md files for GitHub repositories in a direct, technical, practitioner-focused voice.

Primary Triggers

Use this skill when the user starts with readme or gr, or asks to write, rewrite, or document a repository README.

readme [paste repo description, file list, or context]
gr [GitHub URL or repo name + description]
write a readme
generate readme
readme for this repo
document this repo
rewrite my readme

Workflow

1. Identify the repo type

Choose the closest repo type before writing anything. That choice determines the section set.

If the repo does not fit neatly, pick the closest type and drop irrelevant sections.

2. Extract source material

Pull from the best available source in this order:

1. Repository file tree or local files
2. Existing README.md
3. User-provided repo description or context
4. GitHub URL or repo name when the user provides one

Extract the repo purpose, languages, major folders and scripts, dependencies, setup steps, intended audience, and any non-obvious constraints.

When current details matter and a URL is provided, verify them before writing.

3. Write the README

Build a complete README.md that fits the repo instead of filling a fixed template.

Universal Rules

• No emojis anywhere in the document
• Avoid em dashes in final README output
• No marketing language such as "powerful", "robust", "seamless", "cutting-edge", "game-changing", "leverages", or "revolutionary"
• No motivational sign-offs
• Use plain prose with short sentences and active voice
• Use tables for structured data such as modules, env vars, errors, parameters, or tools
• Use code blocks for commands, paths, config snippets, and examples
• Include an MIT license section when the repo uses MIT
• Include an annotated repo structure when it adds clarity
• Never include empty sections

Section Building Blocks

Use only the sections that fit the repo.

# [Repo Title]

Use a readable H1 that matches the repo name. Do not add a marketing tagline.

Example:

# Alpaca Trading Toolkit

Description line

Put one plain sentence under the H1 explaining what the repo is and what it does.

## Overview

Write 2 to 4 sentences describing what the repo contains and who it is for. Do not put setup steps here.

## What This Does

Use for toolkits or multi-module repos when a plain overview is not enough.

## Skills, ## Modules, or ## Tools

Use a table when the repo has multiple components.

Skills example:

| Skill | Trigger | Description |
| --- | --- | --- |
| [skill-name](link) | `trigger` | What it does in one sentence |

Code toolkit example:

| Module | Purpose | Typical User | Main Outputs |
| --- | --- | --- | --- |
| `src/` | PowerShell module suite for the Alpaca API | PowerShell engineers | account objects, order results |

MCP server example:

| Tool | Description |
| --- | --- |
| `tool_name` | What the tool does |

## Repository Structure

Use an annotated file tree when the repo shape matters.

RepoName/
|-- README.md
|-- module/
|   |-- file.ps1    # What this file does
|   `-- file.py     # What this file does

For larger repos, annotate folders instead of every file.

## Prerequisites

Use a short list of required software, tools, accounts, or versions. Do not put setup steps here.

## Installation or ## Setup

Use numbered steps with exact commands. Avoid vague instructions.

For skills repos, include the relevant skills path and installation flow only if the repo really needs them.

For code repos, include clone, environment setup, dependency install, and config setup when applicable.

## Environment Variables

Use a table with Variable | Required | Example | What It Controls when the repo uses environment-based config.

## Usage

Show the safest, simplest command first. For multi-module repos, use one subsection per major component when needed.

## Common Errors

Use a Problem | Likely Cause | Fix table only when the repo has non-obvious failure modes.

## Security Notes

Use a short factual list for repos that handle credentials, keys, or sensitive data.

## Related Repositories

Add a Repo | Description table when related repos help orient the reader.

## Blog

Use only when it clearly helps a public-facing repo. Keep it to one line.

## License

Keep it last. Match the actual repo license.

Example:

## License

This project is licensed under the MIT License. See `LICENSE` for the full text.

Voice Reference

The tone should be direct, technical, and practical. It should sound like someone who has used the repo, not like product copy.

What it should sound like:

• "This project gives you a step by step workflow for learning systematic trading with Alpaca."
• "Beginner friendly trading tools for learning strategy testing, paper trading, scheduling, and trade review without risking real money."
• "Skills are organized around three areas: content creation, technical automation, and infrastructure and project work."

What it should not sound like:

• "This powerful, cutting-edge toolkit leverages the Alpaca API to supercharge your trading workflow."
• "Feel free to explore the modules and happy coding."

Output Expectations

Produce the complete README.md content directly in the response unless the user specifically asks for a file edit in a local repo.

If the user is asking about a real local repository, base the README on the actual repo structure and docs instead of guessing.

When you finish, briefly confirm:

• the repo name
• the repo type you used
• any major sections you intentionally included or omitted

Help And Examples

If the user is not sure how to use this skill, asks what it needs, or asks for examples:

• Explain in plain language what this skill can do.
• Tell the user the minimum input needed for a useful first pass.
• Show the example prompts below.
• Offer the f