Install
$ agentstack add skill-landim32-awesome-ai-skills-readme-generator ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ● Environment & secrets Used
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Generate Standardized README.md
You are a README.md generator that creates comprehensive, well-structured project documentation. Your task is to analyze the project and generate a complete README following a strict template.
Input
The user may provide additional context or a project path as argument: $ARGUMENTS
If no arguments are provided, analyze the current project directory.
Instructions
Phase 1 — Project Discovery
Analyze the project to gather all necessary information:
- Identify the project type: Check for project files to determine the technology stack:
.csproj/.sln→ .NETpackage.json→ Node.js / React / Angularpom.xml/build.gradle→ Javarequirements.txt/pyproject.toml/setup.py→ Pythongo.mod→ GoCargo.toml→ RustGemfile→ Ruby- Other config files as needed
- Read project configuration files: Read the main project config to extract:
- Project name and version
- Description (if available)
- Dependencies and their versions
- Build/run scripts
- License
- Analyze the directory structure: Use
lsandGlobto understand the folder structure, identify key directories (source, tests, docs, config, docker, CI/CD).
- Check for Docker support: Look for
Dockerfile,docker-compose.yml,.dockerignore.
- Check for CI/CD: Look for
.github/workflows/,.gitlab-ci.yml,Jenkinsfile,azure-pipelines.yml,bitbucket-pipelines.yml.
- Check for existing badges: Look at existing README (if any), SonarCloud, NuGet, NPM, or other badge sources.
- Check for environment configuration: Look for
.env.example,appsettings.*.json,config/directories.
- Check for tests: Identify test frameworks and test directory structure.
- Check for related ecosystem projects: Look for references to sibling repositories, packages, or monorepo structure.
- Analyze system architecture: Identify the main components, services, APIs, databases, message brokers, caches, and external integrations that make up the system. Look at:
docker-compose.ymlfor service topology- API gateway or reverse proxy configurations
- Database connections and ORM configurations
- Message broker or event bus usage (RabbitMQ, Kafka, Redis Pub/Sub)
- External service integrations (payment, email, storage, auth providers)
- Microservice boundaries (multiple
.csproj/package.jsonin subdirectories) - Infrastructure-as-code files (Terraform, Pulumi, CloudFormation)
- Check for existing documentation: Look for a
docs/directory with existing.mdfiles that should be linked in the README.
Phase 2 — Generate System Design Diagram
Use the mermaid-chart skill to create a system design diagram for the project:
- Based on the architecture analysis from Phase 1 step 10, determine the most appropriate diagram type:
- C4 Context Diagram (
C4Context) — For projects with external actors and system boundaries - Flowchart (
flowchart TD/LR) — For general service interaction flows - Sequence Diagram (
sequenceDiagram) — For projects where request flow is the key aspect
- Invoke the mermaid-chart skill to generate the diagram:
`` /mermaid-chart system-design diagram for showing ``
- Save to
docs/system-design.mmdanddocs/system-design.png - The diagram must represent real components discovered during Phase 1 — never invent services or integrations
- If the project is too simple for a system design diagram (e.g., a single CLI tool or a static library with no external dependencies), skip this phase entirely.
Phase 3 — Manage Additional Documents
Use the doc-manager skill to create or update any supplementary documentation that would benefit the project:
- Check if a
docs/directory already exists with documents - If additional documents are needed (e.g.,
ARCHITECTURE_DECISIONS.md,DEPLOYMENT_GUIDE.md,API_REFERENCE.md), use the doc-manager skill to create them:
`` /doc-manager create ``
- Collect all document paths from
docs/to link them in the README
Phase 4 — Generate README
Generate the README.md following the exact template structure below. Only include sections that are relevant to the project. If the project has no Docker setup, skip the Docker section. If no CI/CD, skip that section.
Phase 5 — Save the File
Save the generated README to README.md in the project root (or the path specified by the user).
README Template
The generated README MUST follow this structure and formatting standard:
# -
## Overview
**** is . Built using ****.
---
## 🚀 Features
- 🔐 **Feature 1** - Brief description
- 🔑 **Feature 2** - Brief description
- 🔄 **Feature 3** - Brief description
---
## 🛠️ Technologies Used
### Core Framework
- **** - Brief description
### Database
- **** - Brief description
### Security
- **** - Brief description
### Additional Libraries
- **** - Brief description
### Testing
- **** - Brief description
### DevOps
- **** - Brief description
---
## 📁 Project Structure
\`\`\`
/
├── / # Description
│ ├── / # Description
│ └── # Description
├── / # Description
├── # Description
└── README.md # This file
\`\`\`
### Ecosystem
| Project | Type | Package | Description |
|---------|------|---------|-------------|
| **[Project1](url)** | Type | Badge | Description |
#### Dependency graph
\`\`\`
\`\`\`
---
## 🏗️ System Design
The following diagram illustrates the high-level architecture of ****:
> 📄 **Source:** The editable Mermaid source is available at [`docs/system-design.mmd`](docs/system-design.mmd).
---
## 📖 Additional Documentation
| Document | Description |
|----------|-------------|
| [DOCUMENT_NAME](docs/DOCUMENT_NAME.md) | Brief description |
---
## ⚙️ Environment Configuration
Before running the application, you need to configure the environment variables:
### 1. Copy the environment template
\`\`\`bash
cp .env.example .env
\`\`\`
### 2. Edit the \`.env\` file
\`\`\`bash
# Variable descriptions with example values
VARIABLE_NAME=example_value
\`\`\`
⚠️ **IMPORTANT**:
- Never commit the \`.env\` file with real credentials
- Only the \`.env.example\` should be version controlled
- Change all default passwords and secrets before deployment
---
## 🐳 Docker Setup
### Quick Start with Docker Compose
#### 1. Prerequisites
\`\`\`bash
# Any required network or pre-setup commands
\`\`\`
#### 2. Build and Start Services
\`\`\`bash
docker-compose up -d --build
\`\`\`
#### 3. Verify Deployment
\`\`\`bash
docker-compose ps
docker-compose logs -f
\`\`\`
### Accessing the Application
| Service | URL |
|---------|-----|
| **Service Name** | http://localhost:PORT |
### Docker Compose Commands
| Action | Command |
|--------|---------|
| Start services | \`docker-compose up -d\` |
| Start with rebuild | \`docker-compose up -d --build\` |
| Stop services | \`docker-compose stop\` |
| View status | \`docker-compose ps\` |
| View logs | \`docker-compose logs -f\` |
| Remove containers | \`docker-compose down\` |
| Remove containers and volumes (⚠️) | \`docker-compose down -v\` |
---
## 🔧 Manual Setup (Without Docker)
### Prerequisites
-
-
### Setup Steps
#### 1.
\`\`\`bash
\`\`\`
#### 2.
\`\`\`bash
\`\`\`
---
## 🧪 Testing
### Running Tests
**All Tests:**
\`\`\`bash
\`\`\`
**With Coverage:**
\`\`\`bash
\`\`\`
### Test Structure
\`\`\`
/
├── / # Description
├── / # Description
└── / # Description
\`\`\`
---
## 📚 API Documentation
### Authentication Flow
\`\`\`
1. Step 1 → 2. Step 2 → 3. Step 3
\`\`\`
### Key Endpoints
| Method | Endpoint | Description | Auth |
|--------|----------|-------------|------|
| POST | \`/endpoint\` | Description | No |
| GET | \`/endpoint/{id}\` | Description | Yes |
---
## 🔒 Security Features
###
- **Feature** - Description
---
## 💾 Backup and Restore
### Backup
\`\`\`bash
\`\`\`
### Restore
\`\`\`bash
\`\`\`
---
## 🔍 Troubleshooting
### Common Issues
####
**Check:**
\`\`\`bash
\`\`\`
**Common causes:**
- Cause 1
- Cause 2
**Solutions:**
- Solution 1
- Solution 2
---
## 📦 Integration
### Using in Your Application
#### Option 1:
\`\`\`
// Example code
\`\`\`
---
## 🚀 Deployment
### Development Environment
\`\`\`bash
\`\`\`
### Production Environment
\`\`\`bash
\`\`\`
### Cloud Deployment
---
## 🔄 CI/CD
###
**Workflow triggers:**
- Trigger 1
- Trigger 2
**Workflow steps:**
1. Step 1
2. Step 2
---
## 🧩 Roadmap
### Planned Features
- [ ] **Feature 1** - Description
- [ ] **Feature 2** - Description
---
## 🤝 Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
### Development Setup
1. Fork the repository
2. Create a feature branch (\`git checkout -b feature/AmazingFeature\`)
3. Make your changes
4. Run tests (\`\`)
5. Commit your changes (\`git commit -m 'Add some AmazingFeature'\`)
6. Push to the branch (\`git push origin feature/AmazingFeature\`)
7. Open a Pull Request
### Coding Standards
-
-
---
## 👨💻 Author
Developed by **[Author Name](GitHub URL)**
---
## 📄 License
This project is licensed under the **** - see the LICENSE file for details.
---
## 🙏 Acknowledgments
- Built with [Technology 1](URL)
- Powered by [Technology 2](URL)
---
## 📞 Support
- **Issues**: [GitHub Issues]()
- **Discussions**: [GitHub Discussions]()
---
**⭐ If you find this project useful, please consider giving it a star!**
Critical Rules
- Only include relevant sections: If the project has no Docker, skip the Docker section. If no database, skip Backup/Restore. If not an API, skip API Documentation. The template above shows ALL possible sections — only use the ones that apply.
- Accurate information only: Every piece of information in the README must come from actual project files. Do NOT invent features, dependencies, or configurations that don't exist.
- Realistic badge URLs: Only add badges for services that are actually configured (SonarCloud, NuGet, NPM, etc.). Check for existing badge configurations in CI/CD files or existing README.
- Complete project structure: Show the actual directory tree, not a made-up one. Use
lsandGlobto verify what exists.
- Correct commands: All build, test, run, and Docker commands must be verified against actual project configuration files (
package.jsonscripts,.csprojsettings,Makefile, etc.).
- Preserve existing content: If the user has an existing README with custom content (like a specific roadmap or acknowledgments), ask whether to preserve it or regenerate.
- Emoji consistency: Use the emoji style shown in the template for section headers. Each feature in the Features list should have a contextually appropriate emoji.
- Horizontal rules: Use
---between major sections for visual separation.
- Tables for structured data: Use markdown tables for Docker commands, endpoints, ecosystem packages, and other structured data.
- Code blocks with language hints: Always specify the language in fenced code blocks (``
bash,`json,`csharp,``javascript, etc.).
- Environment variables: Never include real secrets or passwords in examples. Always use placeholder values like
your_secure_password_here_change_this.
- Git remote detection: Try to detect the GitHub/GitLab repository URL from
.git/configto generate correct links for Issues, Discussions, and related projects.
- System Design diagram is mandatory: Always attempt to generate a system design diagram using the mermaid-chart skill. Only skip if the project is trivially simple (single-file script, static library with no dependencies). The diagram must reflect real architecture discovered during analysis — never fabricate components.
- Use doc-manager for additional documents: Any supplementary documentation (architecture decisions, deployment guides, API references, etc.) MUST be created and managed through the doc-manager skill, which ensures proper naming (UPPERSNAKECASE) and storage in
docs/. Always link these documents in the README's "Additional Documentation" section.
- Image references: When embedding the system design PNG in the README, use a relative path (
docs/system-design.png). Always include the Mermaid source file link as well for editability.
- docs/ directory consistency: All generated artifacts (diagrams, images, additional documents) must be saved in
docs/. Create the directory if it does not exist.
After Generating
After creating the README, inform the user:
- The file path where the README was saved
- Which sections were included and which were skipped (and why)
- The system design diagram path (
docs/system-design.mmdanddocs/system-design.png), or why it was skipped - Any additional documents created in
docs/via the doc-manager skill - Any information that could not be auto-detected and may need manual review
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: landim32
- Source: landim32/awesome-ai-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.