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Research-driven critique and enhancement of Amelia architecture or ideas docs. Use with GPT-5.2 when given a design/architecture doc to analyze concepts, find sources, and propose improvements plus OSS candidat...
Debug and improve the Bifrost vibe coding experience. Use this skill when working on Bifrost platform development in Claude Code where you have access to Bifrost source code. Helps identify system bugs vs docum...
Best practices for using the Council MCP server in Tzurot v3 development - When to consult external AI, how to structure prompts, model selection, and multi-turn conversations. Use when planning major changes o...
Meta-skill for writing and maintaining Claude Code skills. Use when creating new skills, updating existing skills, or reviewing skill quality. Enforces progressive disclosure and size limits.
Transform raw ideas into structured business requirements by clarifying the problem, defining the solution, and identifying target users. Use when starting stage 00 (init-ideas) or when user asks to define busi...
Create or update agent skills following the agent skill specification. Use when user asks to create a new skill or update an existing skill.
Review and refine MCP skill descriptions to follow the agent skill specification, and record approved overrides in dev-swarm/mcp_descriptions.yaml. Use when the user asks to update one MCP skill description, al...
Add and manage Model Context Protocol (MCP) servers for AI agents, including transports, scopes, and config files. Use when extending agent capabilities with new tools or data sources.
Install AI code agent CLI tools including claude-code, gemini-cli, codex, and github copilot-cli. Use when setting up AI coding assistants or when the user asks to install an AI code agent.
Create custom slash commands for popular AI agents (Claude Code, Codex, Gemini CLI). Use when user asks to create slash commands, custom commands, or reusable prompts for AI agent CLIs.
Create and maintain AgentV YAML evaluation files for testing AI agent performance. Use this skill when creating new eval files, adding eval cases, or configuring custom evaluators (code validators or LLM judges...
Call LLM via CLI for transcription, vision, speech/image generation, piping prompts, sub-agents, ...
Text manipulation and documentation engine. PRIMARY TOOL FOR TEXT EDITING. Use this skill for ALL text replacement, documentation updates, and file rewriting tasks. SUPERIOR to 'grep' or 'sed' because it unders...
Project Cortex - Structural Knowledge Injection for LLM
The Hippocampus Interface - Vector-based Memory for LLM (LanceDB + FastEmbed)
Employee agent lifecycle management system. Use when working with agents/ directory employee agents - starting, stopping, monitoring, or assigning tasks to Dev/QA agents running in tmux sessions. Completely ind...
Gera agents experts especializados em areas especificas da codebase. Use quando precisar criar um novo agent expert com knowledge base, sub-comandos e integracao com a codebase.
Gera skills e comandos personalizados para Claude Code. Use quando precisar criar novas capacidades, templates de comandos, ou estrutura de skills. Inclui templates para skills simples, multi-arquivo, e com res...
AFK (Away From Keyboard) mode - enable tiered modes, check status, review sessions. Use /afk [operation] where operation is full|plan|research|monitor|off|status|review
技能创建指南。当用户需要创建新技能（Skill）或更新现有技能时使用此技能。帮助扩展 Claude 在特定领域的专业能力。
MCP（Model Context Protocol）服务器开发指南。当用户需要开发 MCP 服务器、创建 LLM 工具集成、或构建 AI 代理与外部服务交互的接口时使用。
Generate or refactor AGENTS.md files following progressive disclosure principles for optimal context efficiency.
LLM working files and session context management. Use at the start of sessions to restore context, and during work to maintain state across conversations.
Deep Agents library for building complex, multi-step AI agents with planning, context management, and subagent delegation.
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