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mcp-builder
Create high-quality MCP servers for LLM tool integration.
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devops llm ai AI Skills
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GitHub
embedding-strategies
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.
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GitHub
rag-implementation
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs...
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GitHub
langchain-architecture
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
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GitHub
terminal-title
Automatically updates terminal window title to reflect the current high-level task. Use at the start of every Claude Code session when the user provides their first prompt, and whenever the user switches to a d...
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GitHub
human
Help the human team lead review and respond to pending asks from agents. Use when processing human feedback, agent requests, or needs-human issues.
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ui-skills
Opinionated constraints for building better interfaces with agents.
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GitHub
resume
This skill should be used when the user asks to "resume work", "continue where we left off", "what were we working on", "pick up from last session", or starts a session wanting context from previous work.
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GitHub
remember
This skill should be used when the user asks to "remember this", "save for later", "store this information", "persist this context", or wants to explicitly save important information for future sessions.
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GitHub
using-engram
This skill should be used when the user asks about "engram memory", "how to use memory tools", "semantic search in Claude", "persist context across sessions", "remember things for later", or needs guidance on u...
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GitHub
master
Charter Agent Framework 主入口 Skill。当用户提到项目、需求、代码、测试、审查、集成等相关意图时自动触发。智能路由到正确的 Workflow 或 Subagent。
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GitHub
gcp-deploy
Skill for deploying and managing agents on Google Cloud Platform, specifically Vertex AI Reasoning Engine.
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GitHub
save-doc
Save markdown document to AgentNote knowledge base. Use when user wants to save, store, or archive formatted content, notes, or articles.
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GitHub
communication-protocol
Enforces the user's strict communication and operational rules regarding language, confirmation, and tool usage.
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GitHub
memory-contract
Unified Memory Contract for Project Memory integration. Defines when and how to retrieve and store memory using local files.
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GitHub
training-apo-agents
Train LangChain/LangGraph agents using Microsoft Agent-Lightning APO (Automatic Prompt Optimization). Use when user mentions APO training, prompt optimization, agent-lightning, training multi-agent systems, tra...
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GitHub
kartheeks-skill-creator
Creates Claude skills with proper structure and best practices. Use when the user asks to create a new skill, generate a skill, or build a custom Claude capability.
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GitHub
tfidf-search
Implements TF-IDF based search engines for text datasets using vector space models and cosine similarity. Use when building search functionality, finding similar documents, ranking text by relevance, or working...
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GitHub
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends an agent's capabilities with specialized knowledge, workflows, or...
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GitHub
notebooklm
Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically...
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GitHub
recovering-sessions
Recover from crashed, failed, or interrupted Claude Code sessions. Use this skill when: session crashed during multi-agent parallel execution, need to determine what work was completed vs incomplete, want to ge...
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GitHub
agent-browser
Browser automation CLI for AI agents. Use for web scraping, testing, screenshots, form filling, and headless browser interactions.
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GitHub
job-application
Analyse d'offres d'emploi, adéquation profil-poste, et génération de CV/lettre adaptés. Activer ce skill quand l'utilisateur parle de candidature, offre d'emploi, lettre de motivation, ou CV adapté.
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GitHub
skill-professor
Creates comprehensive tutorials to teach users any skill from the skills library. Use when users want to learn a skill, need a tutorial, ask for guidance on using a skill, or want to apply a skill to their proj...
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