Find the perfect capability for your agent.
Plan experiments or development tasks using past knowledge. Adapts behavior based on project domain (research, unsloth, cuda) by reading registry.json. Triggers on <advise> or questions like "What should we try next?"
[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and executes step-by-step with user confirmation. Use for any complex task requiring multiple thinking/research/analysis steps. Triggers on "plan this", "how to approach", "what's the strategy", "build a plan", or any multi-step problem requiring skill orchestration.
PostgreSQL memory system for AI agents. Use when: (1) Storing memories (decisions, learnings, observations, errors) (2) Retrieving context from past sessions (3) Searching memories or sources via full-text search (4) Ingesting external sources (docs, podcasts, blogs, Obsidian notes) (5) Tracking costs, tokens, or command analytics Triggers: "pgm", "remember this", "add to memory", "store memory", "search memories", "ingest source", "pg-memory"
Cloudflare Workers AI の完全ガイド。利用可能モデル（LLM、画像、音声、埋め込み）、Vectorize、AI Gateway の使い方と設定を提供。Use when user asks about Workers AI, AI models, Vectorize, AI Gateway, LLM, image generation, speech recognition, embeddings, or RAG. Also use when user says Workers AI, AI モデル, ベクトル検索, 埋め込み, RAG.
Expert assistant for creating and maintaining Supabase Edge Functions for the KR92 Bible Voice project. Use when creating Edge Functions, setting up CORS, integrating shared modules, adding JWT validation, or configuring environment variables.
Expert guidance for creating, writing, building, and refining Claude Code Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices.
Debug TraitorSim agent memory systems including profile.md, diary entries, trust matrices (suspects.csv), and SKILL.md files. Use when troubleshooting agent behaviors, inspecting memory contents, validating memory updates, or when asked about agent memory, profile debugging, or trust matrix issues.
Builds AI-powered applications with Vercel AI SDK including streaming responses, chat interfaces, and model integration. Use when integrating LLMs, building chat applications, streaming AI responses, or implementing AI features in React.
Validate and debug Vercel AI SDK provider configurations including API keys, environment setup, model compatibility, and rate limiting. Use when encountering provider errors, authentication failures, API key issues, missing environment variables, model compatibility problems, rate limiting errors, or when user mentions provider setup, configuration debugging, or SDK connection issues.
This skill should be used when the user asks about "connector planning", "code patterns", "defining schema", "best practices workato", "error handling workato", "connector architecture", "object_definitions patterns", "reusable methods", or needs advanced guidance for building production-quality Workato connectors.
Implementation of Group Relative Policy Optimization (GRPO) for training reasoning models, optimized for 8x memory savings (triggers: GRPO, reasoning, DeepSeek-R1, reinforcement learning, RLVR, GRPOTrainer, thinking tokens).
ChatBotプロジェクトに新しいAI APIを統合するためのスキル。APIクラスの実装パターン、プロキシ設定、ストリーミング実装を提供します。新しいAI APIを追加する時、APIクラスを実装する時、ストリーミング機能を追加する時、サーバープロキシを設定する時に使用してください。
Knowledge management for AI-assisted development. Use this skill when: - Starting a new session or resuming work - User asks about tasks, bugs, notes, or project status - User mentions: "what's next", "where did we leave off", "TODO", "track this" - Creating, updating, or closing tasks - Capturing notes, ideas, or research findings - Checking project vision or plans - User asks about project context or goals - Coordinating with other AI agents on the same codebase - User mentions: "save this", "remember", "note", "task", "bug", "idea" - User wants to explore or document a Python API - User mentions: "docs", "documentation", "API", "explore package"
Personalize textbook chapter content for logged-in users based on their background, preferences, and learning style collected during signup.
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
Use when "vector database", "embedding storage", "similarity search", "semantic search", "Chroma", "ChromaDB", "FAISS", "Qdrant", "RAG retrieval", "k-NN search", "vector index", "HNSW", "IVF"
Skills wiki intro - mandatory workflows, search tool, brainstorming triggers
