GitHub
faion-net
Universal orchestrator for software projects: SDD workflow, research, product planning, development, marketing, project/business analysis, UX, HR/recruiting. 60+ agents, 18 skills, 605 methodologies.
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tools llm ai AI Skills
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faion-ml-engineer
ML Engineer role: LLM APIs (OpenAI, Claude, Gemini), embeddings, RAG pipelines, fine-tuning, LangChain, LlamaIndex, vector databases (Pinecone, Chroma, Weaviate), prompt engineering, model evaluation, cost opti...
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GitHub
skill-extractor
从当前会话中提取经验，自动生成可复用的 Claude Code Skill。Use when user wants to 提取skill, 总结成skill, 固化经验, 生成skill, extract skill, create skill from context, save as skill, 把经验变成skill.
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GitHub
media-understand
使用 AI 理解和分析多媒体内容（图片、视频、音频）。Use when user wants to 理解图片, 分析视频, 音频转文字, 视频问答, understand media, analyze video, transcribe audio, describe image, what is in this video/image/...
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GitHub
focus-ai-brand
Apply Focus.AI brand guidelines to documents, presentations, websites, and other materials. Supports two sub-brands - Focus.AI Client (services, proposals, client work) and Focus.AI Labs (research, experiments,...
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GitHub
symbolic-archetypal-mapping
Meaning engine that translates intention into safe, effective symbolic experience
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ethical-framing-consent
Listener agency preservation and non-coercive suggestion framework
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GitHub
ssml-script-generation
Generate production-ready SSML scripts for Google Cloud TTS
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voice-synthesis
Generate voice audio using Google Cloud TTS with enhancement
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GitHub
context-management
Use for any TiDB-related projects, tasks, or code. Context engineering and context management for AI agents: keep prompt prefixes stable for KV-cache, use append-only context, prefer tool masking over tool remo...
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GitHub
execution
A high-precision implementation mode for the Claude-type AI to execute the plan with zero errors.
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GitHub
deity
The unified AI agent for Polyprophet - combines deep analysis, precise execution, and atomic-level investigation. One agent, one skill, one mission.
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GitHub
ultrathink
A deep analysis mode for the Google AI (Gemini) to fully deconstruct the codebase and market conditions without editing code.
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GitHub
handoff
Capture session context before ending for seamless resume by next agent. Use when ending a session, switching contexts, or when user runs /handoff.
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GitHub
end-session
结束当前对话
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GitHub
ralph-loop
Ralph Wiggum 自主循环模式。AI 持续执行任务直到全部完成，按用户确认的节奏汇报（默认整单完成后）。触发词：ralph、ralph-loop、/ralph-loop、自主循环、autonomous、直到完成、循环执行。
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GitHub
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Use when building MCP servers to integrate APIs, whether in Python (FastMCP) or Node/Typ...
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GitHub
model-first-reasoning
Two-phase reasoning paradigm that reduces hallucinations and constraint violations in complex planning tasks. Use when tasks involve multi-step planning, constraint satisfaction, resource allocatio...
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GitHub
ralph-wizard
Use when starting a Ralph loop and you want guided prompt creation. Asks questions to gather specs, requirements, tech stack, testing needs, and completion criteria before auto-starting the loop.
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GitHub
rlm-reasoning
Apply RLM (Recursive Language Model) reasoning pattern for large context processing. Use when analyzing large files, codebases, or documents. Triggers on "RLM pattern", "large file analysis", "selective reading...
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GitHub
claude-code-knowledge
Claude Code CLI の仕様と使い方に関する知識を提供。プラグイン開発、スキル、スラッシュコマンド、サブエージェント、フック、LSP、MCP、権限設定、セッション管理について回答。Use when user asks about Claude Code, plug...
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GitHub
gemini-cli-knowledge
Gemini CLI の仕様と使い方に関する知識を提供。モデル選択、スラッシュコマンド、組み込みツール、拡張機能について回答。Use when user asks about Gemini CLI, gemini command, model selection, /model, /settings, google...
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GitHub
command-spec
Claude Code プラグインの command 仕様知識。スラッシュコマンドの正しい形式、フロントマター、変数、model 指定を提供。Use when creating, updating, or maintaining commands, understanding command structure, or imple...
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GitHub
codex-cli-knowledge
OpenAI Codex CLI の仕様と使い方に関する知識を提供。モデル選択、推論レベル、承認モード、サンドボックス、組み込みツール、スラッシュコマンド、設定方法について回答。Use when user asks about Codex CLI, codex command...
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