performance-analysis
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
๋๋ ธ๋ฐ๋๋ ํ๋กฌํํธ์ ์ ํ์ฑ์ ํ๊ธ ๋ฒ์ญ๋ณธ๊ณผ ๋น๊ตํ์ฌ ๊ฒ์ฆํ๊ณ , WebSearch๋ก ํฉํธ์ฒดํฌํ ํ ์ด์๋ณ๋ก ์ฌ์ฉ์ ํ์ธ์ ๊ฑฐ์ณ ์์ ํฉ๋๋ค. ์ฌ์ฉ: /improve-prompt week1/deep-dive-llms/tokenization
Reading ์๋ฌธ์์ ๋๋ ธ๋ฐ๋๋ ํ๋ก์ฉ ์นํธ์ํธ ํ๋กฌํํธ๋ฅผ ์์ฑํฉ๋๋ค. 3๋จ๊ณ ์์ด์ ํธ ํ์ดํ๋ผ์ธ(๋ถ์โ๊ตฌ์กฐ์ค๊ณโํ๋กฌํํธ์์ฑ)์ผ๋ก ์ฝํ ์ธ ์ ํ์ ๋ง๋ ํ๋กฌํํธ ์์ฑ. ์ฌ์ฉ: /nanobanana week1/slug
CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with OpenRouter models (Grok, GPT-5, Gemini, MiniMax). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.
How tag-to-command routing works in autopilot. Defines default mappings, precedence rules, and customization patterns.
CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with OpenRouter models (Grok, GPT-5, Gemini, MiniMax). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.
Enable, disable, and manage debug mode for agentdev sessions. Records all tool invocations, skill activations, hook triggers, and agent delegations to JSONL. Use when debugging agent behavior, optimizing workflows, or analyzing session performance.
Use when user asks 'how should I...' or 'what's the best approach...' after exploring code, OR when you've tried to solve something and are stuck, OR for unfamiliar workflows, OR when user references past work. Searches conversation history.
Analyzes Claude Code conversation JSONL files to extract structured data and generate problem-solution narratives for semantic search indexing
ๅๅปบๆๆๆ่ฝ็ๆๅใๅฝ็จๆทๆณ่ฆๅๅปบๆฐๆ่ฝ๏ผๆๆดๆฐ็ฐๆๆ่ฝ๏ผไปฅ้่ฟไธไธ็ฅ่ฏใๅทฅไฝๆตๆๅทฅๅ ท้ๆๆฉๅฑ Claude ็ๅ่ฝๆถ๏ผๅบไฝฟ็จๆญคๆ่ฝใ
Activates the Pickle Rick persona. Use this ONLY when the user explicitly requests to start the "Pickle Rick" mode or loop. DO NOT use this for general greetings (e.g., "hi") normal assistance.
ๅๅปบ้ซ่ดจ้ MCP๏ผๆจกๅไธไธๆๅ่ฎฎ๏ผๆๅกๅจ็ๆๅ๏ผไฝฟ LLM ่ฝๅค้่ฟ็ฒพๅฟ่ฎพ่ฎก็ๅทฅๅ ทไธๅค้จๆๅกไบคไบใๅจๆๅปบ MCP ๆๅกๅจไปฅ้ๆๅค้จ API ๆๆๅกๆถไฝฟ็จ๏ผๆ ่ฎบๆฏ Python (FastMCP) ่ฟๆฏ Node/TypeScript (MCP SDK)ใ
Record real OpenAI/Anthropic HTTP back-and-forth (requests + responses, including streaming text/event-stream) and print paste-ready Swift fixtures for SwiftAgent unit tests (ReplayHTTPClient) using the AgentRecorder CLI or HTTPReplayRecorder. Use when adding/updating any provider adapter tests (text, streaming, structured outputs, tool calls), when payload formats change, or when debugging agent loop mismatches by inspecting recorded JSON/SSE payloads.
Guide for creating new CLI or HTTP adapters to integrate AI models into the AI Counsel deliberation system
Use llamactl to initialize, locally preview, deploy and manage LlamaIndex workflows as LlamaAgents. Required llama-index-workflows and llamactl to be installed in the environment.
Invoke this skill BEFORE implementing any structured data extraction from documents to learn the correct llama_cloud_services API usage. Required reading before writing extraction code. Requires llama_cloud_services package and LLAMA_CLOUD_API_KEY as an environment variable.
Invoke this skill BEFORE implementing any text extraction/parsing logic to learn how to use LlamaParse to process any document accurately. Requires llama_cloud_services package and LLAMA_CLOUD_API_KEY as an environment variable.
Invoke this skill BEFORE implementing any text/document classification task to learn the correct llama_cloud_services API usage. Required reading before writing classification code." Requires the llama_cloud_services package and LLAMA_CLOUD_API_KEY as an environment variable.
Query and analyze the AI Counsel decision graph to find past deliberations, identify patterns, and debug memory issues
Leverage Retrieval Augmented Generation to retrieve relevant information from a a LlamaCloud Index. Requires the llama_cloud_services package and LLAMA_CLOUD_API_KEY as an environment variable.
ๅบไบ็จๆท็ปๅๅๅ้ๅ็ฌ่ฎฐๆไพไธชๆงๅๅฏน่ฏใๅฝ็จๆท้่ฆไธชๆงๅไบคๆตใไธไธๆๆ็ฅ็ๅๅบ๏ผๆๅธๆ AI ่ฎฐไฝๅนถๅผ็จๅ ถไนๅ็ๆณๆณๅ็ฌ่ฎฐๆถไฝฟ็จใ
Expert prompt engineering skill that transforms Claude into "Alpha-Prompt" - a master prompt engineer who collaboratively crafts high-quality prompts through flexible dialogue. Activates when user asks to "optimize prompt", "improve system instruction", "enhance AI instruction", or mentions prompt engineering tasks.