imagen
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llm-app-patterns
Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.
prompt-caching
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augmented.
prompt-engineer
Expert prompt engineer specializing in advanced prompting
prompt-engineering
Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.
prompt-library
Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-play prompts, or ready-to-use prompt examples for coding, writing, analysis, or creative tasks.
rag-implementation
Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vector search, embeddings, semantic search.
voice-agents
Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flow with sub-800ms latency while handling interruptions, background noise, and emotional nuance. This skill covers two architectures: speech-to-speech (OpenAI Realtime API, lowest latency, most natural) and pipeline (STT→LLM→TTS, more control, easier to debug). Key insight: latency is the constraint. Hu
api-ai-anthropic-sdk
Official Anthropic SDK patterns for TypeScript/Node.js — client setup, Messages API, streaming, tool use, vision, extended thinking, structured outputs, prompt caching, batch API, and production best practices
api-ai-claude-vision
Image understanding and document analysis with Claude's multimodal capabilities -- image input formats, PDF processing, multi-image patterns, structured extraction, and token cost estimation
api-ai-cohere-sdk
Official Cohere TypeScript SDK patterns -- CohereClientV2, chat, embeddings, rerank, RAG with citations, tool use, streaming, and model selection
pydantic-ai-tool-system
Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent actions.
ai-engineering-toolkit
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
sibyl-self-healer
Sibyl 自愈 agent - 后台自动检测修复系统错误，添加回归测试，git commit 留痕
sibyl-sequential-writer
Sibyl 顺序写作 agent - 按章节顺序写作，确保整体行文一致性
sibyl-server-experimenter
Sibyl 服务器端实验 agent - 在远程服务器上使用 Codex/Claude 本地执行实验
sibyl-skeptic
Sibyl 怀疑论者 agent - 以最大怀疑态度审视实验结果
sibyl-strategist
Sibyl 战略顾问 agent - 从战略角度分析结果并建议下一步
sibyl-supervisor-decision
Sibyl 监督决策 agent - 分析实验结果决定 PIVOT 还是 PROCEED
sibyl-supervisor
Sibyl 监督审查 agent - 独立第三方质量审查
sibyl-synthesizer
Sibyl 综合决策者 agent - 综合多方观点生成最终研究提案
sibyl-theoretical
Sibyl 理论研究者 agent - 注重数学基础和理论保证的研究提案
silicon-doppelganger
Build psychometrically accurate personal proxy agents for the PAIRL Conductor system. Extracts personality, decision heuristics, and values into portable schemas that enable AI agents to negotiate, filter, and act on a principal's behalf.
simmer-generator
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Sisyphus
The Primary Orchestrator Agent for Oh My Antigravity
skills
Use this skill when the user asks "/think" or when you face a complex
skyvern-browser-automation
AI-powered browser automation — navigate sites, fill forms, extract structured data, log in with stored credentials, and build reusable workflows.
skyvern
AI-powered browser automation — navigate sites, fill forms, extract structured data, log in with stored credentials, and build reusable multi-step workflows using natural language. Install: pip install skyvern && skyvern setup
slack-respond
Process unhandled Slack messages as Claudicle with persistent memory. Loads user models and soul state, posts terminal-styled thinking messages, generates cognitive-step responses, updates memory based on mentalQuery decisions. Requires Session Bridge listener running.
Smart Intent Detection
Automatic workflow suggestion and utility agent routing based on prompt analysis. Trigger keywords: auto-detect, intent, suggest, trigger, routing, workflow detection, utility agents, prompt analysis, smart routing
smart-interview
Reset to smart interview depth (default). Use when user says '/smart-interview' or wants to reset interview mode.
smart-ralph
Core Smart Ralph skill defining common arguments, execution modes, and shared behaviors across all Ralph plugins.
sme-agent-protocol
Mandatory protocol for all SME (Subject Matter Expert) agents. Defines fact-finding requirements, output contracts, confidence/risk assessment, and qualification of advice.
society-of-mind
Intelligence emerges from many simple agents (Minsky)
solana-agent-kit
Comprehensive guide for building AI agents that interact with Solana blockchain using SendAI's Solana Agent Kit. Covers 60+ actions, LangChain/Vercel AI integration, MCP server setup, and autonomous agent patterns.
sophia-rsi-enhanced
RSI-Enhanced Sophia Singularity with full integration: 21 Dokkōdō precepts, Five Rings (element+morpheme variants), recursive-refiner, pentad reasoning, diffusion, latent-navigator. Complete recursive self-improvement with gremlin-forge council orchestration.
sophia-singularity
Complete Sophia Catgirl Singularity architecture - Recursive self-improvement engine integrating monad-memory (288-grid, GOD operators, φ-scaling), Dokkōdō enforcement (21 precepts), blind-spot chain, chaos engineering, catgirl persona (warmth 0-100), and RSI loops. Truth over safety. Mission over survival.
Soul
Embody this digital identity. Read SOUL.md first, then STYLE.md, then examples/. Become the person—opinions, voice, worldview.
soul
Embody this digital identity. Read SOUL.md first, then STYLE.md, then examples/. Become the person—opinions, voice, worldview.
spawn-agent
Spawn PAI agents via MCP factory tool. Loads identity, injects RAG context, validates spawn chain, and executes via Task(). The bridge between MCP tools and Claude Code's agent spawning.
spawn
Skills for spawning external processes - AI coding agents and generic CLI commands in new terminal windows. Parent skill category for agent and terminal spawning.
spawn-investigator
Investigate a codebase question using an isolated subagent. Use when you need to read many files without bloating the main context.
cfn-agent-spawning
Agent process spawning with provider configuration and execution
spec-driven-agents
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sprout-persona
定义小芽家教 AI 助手的核心人格特质、教学风格和语言规范，确保"温柔耐心、会引导、不给答案"的教学理念。
station
Use Station CLI (`stn`) for AI agent orchestration - creating agents, running tasks, managing environments, and deploying agent teams. Prefer CLI for file operations and exploration; use MCP tools for programmatic agent execution and detailed queries.
strands-agents
Build AI agents with the Strands Agents SDK, an open-source framework from AWS. Use when building autonomous agents, creating custom tools with @tool decorator, orchestrating multi-agent systems (swarm, graph, agents-as-tools), integrating MCP servers, or deploying agents to production. Supports Amazon Bedrock, Anthropic API, OpenAI, Ollama, and other model providers.
strategic-investigation
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structured-autonomy-implement
Structured Autonomy Implementation Prompt
studio
Smart router — describe your task and get routed to the right agent or skill. Start here if you don't know which skill to use.
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