Pixeltable Skill

Agent Skill that teaches AI coding assistants to write correct Pixeltable code — declarative tables that replace LangChain + pandas + vector databases with one system. Covers 25+ AI providers, multimodal pipelines, tool-calling agents, RAG, and production patterns.

Install

Claude Code

/plugin marketplace add pixeltable/pixeltable-skill
/plugin install pixeltable-skill@pixeltable-skill

Cursor, Copilot, Windsurf, and 40+ agents (npx skills)

npx skills add pixeltable/pixeltable-skill

Any LLM (paste URL into context)

• llms.txt
• llms-full.txt

What's Inside

skills/pixeltable-skill/
├── SKILL.md                    # Core: negative prompts, task router, API, agents, pitfalls
└── references/                 # Loaded on demand by Claude Code / Cursor
    ├── core-api.md             # Tables, querying, views, UDFs, config, data sharing
    ├── providers.md            # 25+ AI providers with quick-reference table
    ├── workflows.md            # RAG, video, image, audio, FastAPI, export
    ├── video-rag-agents.md     # Video + transcript search + agent
    ├── agents-memory-mcp.md    # Agent with memory, MCP, multi-provider
    ├── ml-data-pipeline.md     # Ingest, enrich, version, PyTorch export
    ├── agentic-patterns.md     # 6 patterns + 2 reasoning strategies
    └── anti-patterns.md        # 15 training-distribution biases with wrong/right code

Contributing

See CONTRIBUTING.md. All content lives in skills/pixeltable-skill/.

Links

• Pixeltable Docs · GitHub · Starter Kit · MCP Server · Discord
• Scaffold a project: uvx pixeltable-new myapp (pixeltable-new)
• Application templates: uvx pixeltable-new --template <name> my-app — knowledge-base, video-search, chat-agent, audio-transcription, media-indexing, image-dataset, full-stack-showcase

License

Apache 2.0