Chroma (ChromaDB RAG)
Open-source embedding database for building RAG (retrieval-augmented generation) applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, document retrieval, and LLM memory.
Choose how to use this skill
You do not need every option. Choose the path your AI client supports. The stable page stays the same; versioned files are immutable.
1. Native installer
This listing has no registered native installer command. Use the complete package or source fallback below, depending on what your client supports.
Do not guess an installer command or replace an existing version without reviewing the diff.
2. Complete package recommended
Download the ZIP when available. It includes SKILL.md plus the references, security notes and version metadata.
No complete ProSkills package is published for this listing yet.3. Prompt-only
Copy the prompt above when the agent can read the stable page or when you want to adopt the workflow without installing a skill.
Need only the instruction file?
Download SKILL.md only if your client requires a single file. The complete ZIP is safer for a full installation because it preserves the references and release context.
No path installs or executes anything by itself. Your agent still needs access to the project files. Before updating, compare the installed version and review the diff.
// RATINGS
Not yet listed on ClawHub or SkillsMP
// README
🧪 NEW: Dashboard — Explore components, manage collections, and track installations at www.aitmpl.com. Currently in beta — feedback welcome!
Claude Code Templates (aitmpl.com)
Ready-to-use configurations for Anthropic's Claude Code. A comprehensive collection of AI agents, custom commands, settings, hooks, external integrations (MCPs), and project templates to enhance your development workflow.
Browse & Install Components and Templates
Browse All Templates - Interactive web interface to explore and install 100+ agents, commands, settings, hooks, and MCPs.
🚀 Quick Installation
# Install a complete development stack
npx claude-code-templates@latest --agent development-team/frontend-developer --command testing/generate-tests --mcp development/github-integration --yes
# Browse and install interactively
npx claude-code-templates@latest
# Install specific components
npx claude-code-templates@latest --agent development-tools/code-reviewer --yes
npx claude-code-templates@latest --command performance/optimize-bundle --yes
npx claude-code-templates@latest --setting performance/mcp-timeouts --yes
npx claude-code-templates@latest --hook git/pre-commit-validation --yes
npx claude-code-templates@latest --mcp database/postgresql-integration --yes
What You Get
| Component | Description | Examples |
|---|---|---|
| 🤖 Agents | AI specialists for specific domains | Security auditor, React performance optimizer, database architect |
| ⚡ Commands | Custom slash commands | /generate-tests, /optimize-bundle, /check-security |
| 🔌 MCPs | External service integrations | GitHub, PostgreSQL, Stripe, AWS, OpenAI |
| ⚙️ Settings | Claude Code configurations | Timeouts, memory settings, output styles |
| 🪝 Hooks | Automation triggers | Pre-commit validation, post-completion actions |
| 🎨 Skills | Reusable capabilities with progressive disclosure | PDF processing, Excel automation, custom workflows |
🛠️ Additional Tools
Beyond the template catalog, Claude Code Templates includes powerful development tools:
📊 Claude Code Analytics
Monitor your AI-powered development sessions in real-time with live state detection and performance metrics.
npx claude-code-templates@latest --analytics
💬 Conversation Monitor
Mobile-optimized interface to view Claude responses in real-time with secure remote access.
# Local access
npx claude-code-templates@latest --chats
# Secure remote access via Cloudflare Tunnel
npx claude-code-templates@latest --chats --tunnel
🔍 Health Check
Comprehensive diagnostics to ensure your Claude Code installation is optimized.
npx claude-code-templates@latest --health-check
🔌 Plugin Dashboard
View marketplaces, installed plugins, and manage permissions from a unified interface.
npx claude-code-templates@latest --plugins
📖 Documentation
📚 docs.aitmpl.com - Complete guides, examples, and API reference for all components and tools.
Contributing
We welcome contributions! Browse existing templates to see what's available, then check our contributing guidelines to add your own agents, commands, MCPs, settings, or hooks.
Please read our Code of Conduct before contributing.
Attribution
This collection includes components from multiple sources:
Scientific Skills:
- K-Dense-AI/claude-scientific-skills by K-Dense Inc. - MIT License (139 scientific skills for biology, chemistry, medicine, and computational research)
Official Anthropic:
- anthropics/skills - Official Anthropic skills (21 skills)
- anthropics/claude-code - Development guides and examples (10 skills)
Community Skills & Agents:
- obra/superpowers by Jesse Obra - MIT License (14 workflow skills)
- alirezarezvani/claude-skills by Alireza Rezvani - MIT License (36 professional role skills)
- wshobson/agents by wshobson - MIT License (48 agents)
- NerdyChefsAI Skills - Community contribution - MIT License (specialized enterprise skills)
Commands & Tools:
- awesome-claude-code by hesreallyhim - CC0 1.0 Universal (21 commands)
- awesome-claude-skills - Apache 2.0 (community skills)
- move-code-quality-skill - MIT License
- cocoindex-claude - Apache 2.0
Each of these resources retains its original license and attribution, as defined by their respective authors. We respect and credit all original creators for their work and contributions to the Claude ecosystem.
📄 License
This project is licensed under the MIT License - see the LICENSE file for details.
🔗 Links
- 🌐 Browse Templates: aitmpl.com
- 📚 Documentation: docs.aitmpl.com
- **
// HOW IT'S BUILT
TECHNOLOGY STACK
This skill is built with TypeScript..
KEY FILES