README Writer — Generate a Professional, Reader-Ready README (Not a Template Dump)
Generate a complete, reader-ready README from your code and project details — not a template dump. It leads with what the project is and why, gives a quickstart that actually runs, and includes only the sections that apply.
- Extract runnable code examples directly from your source files.
- Generate copy-pasteable installation steps from project manifests.
- Eliminate marketing fluff and filler from technical documentation.
$9
· or 45 creditsSecure checkout via Stripe
Included in download
- Extract runnable code examples directly from your source files.
- Generate copy-pasteable installation steps from project manifests.
- file_read, file_write automation included
- Ready for Cursor
PubsProToolkit builds rigor-first skills for AI agents — they write your docs and content properly, then adversarially r…
See it in action
You say
Write a README for the current project. Focus on the CLI tool in /src and use the setup instructions from package.json.
Your agent does
TaskRunner
A CLI tool to automate local development workflows.
Install
npm install -g task-runner
Quickstart
Run the init command to create a config:
task-runner init
# Created .taskrc.json
TODO: Add license type to package.json.
README Writer — Generate a Professional, Reader-Ready README (Not a Template Dump)
Generate a complete, reader-ready README from your code and project details — not a template dump. It leads with what the project is and why, gives a quickstart that actually runs, and includes only the sections that apply.
$9
· or 45 creditsSecure checkout via Stripe
Also available in a bundle
Included in download
- Extract runnable code examples directly from your source files.
- Generate copy-pasteable installation steps from project manifests.
- file_read, file_write automation included
- Ready for Cursor
- Instant install
See it in action
You say
Write a README for the current project. Focus on the CLI tool in /src and use the setup instructions from package.json.
Your agent does
TaskRunner
A CLI tool to automate local development workflows.
Install
npm install -g task-runner
Quickstart
Run the init command to create a config:
task-runner init
# Created .taskrc.json
TODO: Add license type to package.json.
About This Skill
Most generated READMEs are template dumps — every heading present, none earning its place, and the one thing a newcomer needs (what is this, and how do I run it) buried under boilerplate. README Writer writes one the way a professional technical writer would. Point it at your source files, package manifest, file tree, or a description, and it produces a complete README.md that leads with a one-line value proposition, gives the exact install steps, and a quickstart that actually runs with its expected output — then the usage and configuration that matter, and only the further sections this project needs. It writes for the reader who doesn't know the code, keeps examples runnable rather than illustrative, cuts hype, and never documents features that are not in the code you provide — marking anything it can't determine as a TODO for you. Content-only, no install. Works with Claude Code, Cursor, Codex CLI, Gemini CLI, and any SKILL.md agent.
Use Cases
- Extract runnable code examples directly from your source files.
- Generate copy-pasteable installation steps from project manifests.
- Eliminate marketing fluff and filler from technical documentation.
- Identify missing documentation gaps and mark them as actionable TODOs.
Known Limitations
Output quality depends on the source files, manifest, file tree, or description you provide in the prompt — the skill works only from what you give it and does not scan your repository, run your code, or fetch anything on its own. It will not document features that are not in the code you provide, and it marks anything it cannot determine (license, environment specifics, etc.) as a TODO for you to complete. It cannot verify that documented install or quickstart commands actually run in your specific environment. This is a one-time, content-only download (a SKILL.md skill) with no hosted service and no automatic updates.
How to Install
mkdir -p ~/.claude/skills && curl -sL https://www.agensi.io/api/install/readme-writer-generate-a-professional-reader-ready-readme-not-a-template-dump -o /tmp/readme-writer-generate-a-professional-reader-ready-readme-not-a-template-dump.zip && unzip -o /tmp/readme-writer-generate-a-professional-reader-ready-readme-not-a-template-dump.zip -d ~/.claude/skills && rm /tmp/readme-writer-generate-a-professional-reader-ready-readme-not-a-template-dump.zipFree skills install directly. Paid skills require purchase - use the download button above after buying.
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Security Scanned
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Permissions
File Scopes
This skill reads your source files and project details and writes a Markdown README. It only reads and writes text/Markdown files — it does not run shell commands, access the network or a browser, or read environment variables.
Tags
Content-only SKILL.md skill — no installation or dependencies. Works with Claude Code, Cursor, Codex CLI, Gemini CLI, and any agent that supports the SKILL.md standard. Produces standard Markdown (README.md).
Creator
PubsProToolkit builds rigor-first skills for AI agents — they write your docs and content properly, then adversarially review them to catch what's wrong before it ships. The result: cleaner output and a hard quality gate in one toolkit. Built by a CMPP-certified, PhD medical writer who brings regulated-industry standards to developer docs, content, compliance, and research integrity.
Frequently Asked Questions
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