All skills are stored in skills/. The canonical entrypoint for each skill is its SKILL.md.
| Skill | Description | Source |
| --- | --- | --- |
| ai-sdk-agents | Expert guidance for building AI agents with ToolLoopAgent (AI SDK v6+): loop control, tool selection, workflows. | [skills/ai-sdk-agents/SKILL.md](skills/ai-sdk-agents/SKILL.md) |
| ai-sdk-core | AI SDK Core patterns: text/structured output, tools, MCP integration, embeddings/reranking, middleware, production setup. | [skills/ai-sdk-core/SKILL.md](skills/ai-sdk-core/SKILL.md) |
| ai-sdk-ui | Build chat & generative UIs with AI SDK React hooks: useChat, tool UIs, persistence, streaming, backend integration. | [skills/ai-sdk-ui/SKILL.md](skills/ai-sdk-ui/SKILL.md) |
| codex-sdk | Architect-level workflows for OpenAI Codex SDK/CLI: JSONL threads, automation, MCP, multi-agent orchestration, SQLite memory. | [skills/codex-sdk/SKILL.md](skills/codex-sdk/SKILL.md) |
| dmc-py | Dash Mantine Components (DMC) v2.4.0: theming, callbacks (incl. pattern-matching), pages, charts, and component patterns. | [skills/dmc-py/SKILL.md](skills/dmc-py/SKILL.md) |
| docker-architect | Docker/Compose architecture + security hardening: Dockerfiles, Compose patterns, CI pipelines, least-privilege, audits. | [skills/docker-architect/SKILL.md](skills/docker-architect/SKILL.md) |
| langgraph-multiagent | Multi-agent systems with LangGraph/LangChain: supervisor/subagent patterns, handoffs, agentic RAG, memory, guardrails, migrations. | [skills/langgraph-multiagent/SKILL.md](skills/langgraph-multiagent/SKILL.md) |
| notebook-ml-architect | Audit/refactor production-quality ML Jupyter notebooks: leakage checks, reproducibility, modularization, notebookโscript conversion. | [skills/notebook-ml-architect/SKILL.md](skills/notebook-ml-architect/SKILL.md) |
| pytest-dev | pytest test-engineering: fixtures/markers, flake fixes, coverage, suite speedups, and CI optimization/sharding. | [skills/pytest-dev/SKILL.md](skills/pytest-dev/SKILL.md) |
| streamdown | Vercel Streamdown: streaming markdown rendering for AI apps, Shiki/KaTeX/Mermaid, remend, and output hardening. | [skills/streamdown/SKILL.md](skills/streamdown/SKILL.md) |
| streamlit-master-architect | Streamlit architecture + testing + deployment: state/reruns, caching/fragments, AppTest, components v2, security, Playwright MCP. | [skills/streamlit-master-architect/SKILL.md](skills/streamlit-master-architect/SKILL.md) |
| supabase-ts | Supabase + Next.js/React/TS: SSR auth, RLS, storage, realtime, edge functions, pgvector, CLI/typegen, deployment patterns. | [skills/supabase-ts/SKILL.md](skills/supabase-ts/SKILL.md) |
| vitest-dev | Vitest test-engineering for TypeScript + Next.js: low-flake suites, fast local DX, CI throughput, sharding, reporting. | [skills/vitest-dev/SKILL.md](skills/vitest-dev/SKILL.md) |
| zod-v4 | Zod v4 patterns: schema design, migration from v3, error handling, JSON schema/OpenAPI, and framework integrations. | [skills/zod-v4/SKILL.md](skills/zod-v4/SKILL.md) |
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