- Home
- Skills
- Technical Documentation
- Premium Readme File Generator Skill
Works with the AI tools you already use
Premium Readme File Generator Skill
Turn any SKILL.md file into a professional, GitHub-ready README with installation guides and sample usage.
$5
Premium Readme File Generator Skill
Example session with this skill installed
I'm attaching my SKILL.md for a "python-security-audit-skill". Generate a professional README for it.
- Read your context and instructions
- Compiled the premium readme file
- Generated the document
I have analyzed your python-security-audit-skill. I extracted the security focus, the multi-step audit workflow, and the specific requirement for a Markdown table of vulnerabilities.
🛡️ Python Security Audit Skill
Automatically identify vulnerabilities and security anti-patterns in Python source code.
Tags: python security appsec code-review static-analysis skill-md agent-skill claude-code cursor aider
Overview
This skill provides a systematic approach to auditing Python scripts for common security flaws like SQL injection, insecure imports, and hardcoded secrets.
| Output | Rule |
|---|---|
| Vulnerability Table | Must include Severity, CWE ID, and Remediation |
| Security Score | 1-10 rating based on critical findings |
Features
- ✅ CWE Mapping links every finding to Common Weakness Enumeration standards.
- ✅ Context Awareness distinguishes between test code and production logic.
- ✅ Fix Suggestions provides actionable Python snippets to resolve issues.
Installation
Claude Code
# Project-level
mkdir -p .claude/skills/python-security-audit-skill
cp SKILL.md .claude/skills/python-security-audit-skill/
Claude Code automatically loads this skill based on the description in the front matter.
Other Agentic Tools
| Tool | Suggested setup |
|---|---|
| Cursor | Paste into .cursor/rules/security.md |
| Aider | Run aider --read SKILL.md |
Sample Input
Analyze the following script for vulnerabilities:
import sqlite3
def get_user(uid):
conn = sqlite3.connect('db.sq3')
return conn.execute("SELECT * FROM users WHERE id = " + uid)
Sample Output
I have completed the security audit of the provided Python script.
Security Audit Results
| Severity | Issue | CWE | Remediation |
|---|---|---|---|
| CRITICAL | SQL Injection | CWE-89 | Use parameterized queries instead of string concatenation. |
Security Score: 2/10
Next steps
- Replace string formatting in SQL queries with
?placeholders. - Implement input validation for the
uidparameter. - Add the generated README.md to your repository root.
ℹ️ The sample above is illustrative. Always review generated content for accuracy and compliance before using it.
Customization
- Edit the
severity-thresholdin SKILL.md to ignore low-level warnings. - Update the
python-versiondirective to target specific environments (e.g., 3.12+).
License
MIT
premium-readme-file-generator-skill.pdf
PDF · document
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Documenting AI agent skills is a manual, repetitive chore that often results in inconsistent READMEs. This skill automates the creation of professional, publication-ready documentation by analyzing your SKILL.md file and generating a GitHub-standard README in seconds. It ensures your skill is discoverable and easy to install across every major agent platform.
What it does
- Automatic analysis parses front matter, logic, and variables from any
SKILL.mdfile. - Cross-platform instructions generates specific setup guides for Claude Code, Cursor, Aider, and Gemini Gems.
- Synthetic examples creates realistic sample inputs and outputs that strictly obey the skill's internal rules.
- Structured output produces a complete README with badges, feature lists, and customization tips.
How it works
- Provide the content of your
SKILL.mdfile via paste or attachment. - The skill extracts the name, purpose, directives, and output constraints.
- It generates a markdown file including installation tables and a domain-specific usage scenario.
- Copy the output into your repository or project folder.
Frameworks & tools
Works with any SKILL.md formatted file. Generates documentation for Claude Code, Cursor, Aider, Codex, Gemini Gems, and Claude Projects.
Why this beats prompting it yourself
Generic prompts often miss the specific installation paths for tools like Claude Code or fail to generate sample outputs that respect character counts and formatting rules. This skill encodes the standard structure required for marketplace-ready agent tools, saving you 30 minutes of formatting per skill.
Use cases
- Preparing an AI agent skill for public release on GitHub or a marketplace.
- Creating internal team documentation for custom agent prompts.
- Generating test cases and samples to verify a skill's behavior.
- Standardizing documentation across a library of agent tools.
Known limitations
Requires a valid SKILL.md file to function. Does not host or deploy the skill; it only generates the documentation files.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
Reviews
No reviews yet
Be one of the first to try it. Every listed skill passes our trust checks below.
Security scanned
Passed our 8-point scan before listing
Fresh listing
Recently published to Agensi
30-day refund
Not a fit? Get your money back
Trust & safety
Security scanned
Verified clean 8 days ago
- Passed all security checks, Safe to install