GitHub
rag
Use when building Retrieval-Augmented Generation systems - covers document ingestion, hybrid search retrieval, reranking results, and prompt augmentation for accurate LLM responses grounded in your knowledge ba...
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tools llm ai AI Skills
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ai-integrated-api-backend
Comprehensive guide for building production-grade AI-integrated backends with multi-provider support, intelligent fallback mechanisms, region configuration, prompt management with variables/tools, and session-b...
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GitHub
debate-hall
Wind/Wall/Door multi-perspective debate orchestration using debate-hall-mcp tools. Use when facilitating structured debates, architectural decisions, or multi-perspective analysis.
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GitHub
gemini-consultant
Get a second opinion from Gemini 3 Pro (gemini-3-pro-preview). Accepts text, code, and images as INPUT. Returns TEXT analysis, advice, and feedback. Use for code review, analyzing screenshots, UX feedback, debu...
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GitHub
interview
Interview me about a plan. Triggers on 'interview me'.
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GitHub
skill-builder
Use this skill when creating new Claude Code skills from scratch, editing existing skills to improve their descriptions or structure, or converting Claude Code sub-agents to skills. This includes designing skil...
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GitHub
glm-image
Generate images using GLM-Image API. Use when the user wants to generate, create, or draw an image from a text prompt. Triggers on requests like "generate an image of...", "create a picture of...", "draw...", o...
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GitHub
gemini-image
Generate images using AI when user wants to create pictures, draw, paint, or generate artwork. Supports text-to-image and image-to-image generation.
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GitHub
tech-design-doc
Generate technical design documents with proper structure, diagrams, and implementation details. Default language is English unless user requests Chinese.
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GitHub
prompt
Orchestrator skill for the `prompt` skillset. Dispatches to member skills in a safe, predictable order. Separates intent formation from execution to protect humans from premature or misaligned execution.
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GitHub
doctor
Orchestrator skill for the `doctor` skillset. A diagnostic protocol that models software failures as medical cases — preventing premature action, wrong-layer fixation, and false certainty in complex codebases.
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GitHub
python-debugging
Toolkit for AI agents to debug Python code autonomously without IDE support. Use when agent needs to debug code, insert breakpoints programmatically, analyze execution state, test hypotheses, or automate debugg...
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GitHub
doc-to-skill
Convert documentation into structured Agent Skills following progressive disclosure principles. Use when (1) Converting user documentation or guides into skills, (2) Creating skills from existing technical docu...
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GitHub
skill-selector
Self-driven skill selection system that uses internal curiosity asking (self-questioning) to analyze user requests, infer context from available information, and automatically recommend the most appropriate ski...
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GitHub
cursor-agent-development
Guides developers through using cursor-agent CLI for interactive development, session management, and implementing development-verification loops. Use when working with cursor-agent, creating projects with agen...
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GitHub
cursor-agents-md
Guide for creating effective AGENTS.md files for Cursor. Use when (1) Creating new AGENTS.md files in project root, (2) Improving existing agent instructions, (3) Setting up project-specific coding guidelines,...
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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 Codex's capabilities with specialized knowledge, workflows, or too...
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GitHub
claude-agent-sdk
Comprehensive guide for using Claude Agent SDK to build AI agents that can read files, execute commands, edit code, and perform complex workflows. Use when (1) Building autonomous AI agents with Claude, (2) Cre...
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GitHub
ai-research
Automates AI briefing preparation and technology research. Use for regular updates on AI trends, tools, and models relevant to the job search.
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GitHub
setup-wizard
Guided onboarding for new users. Collects reference documents, builds CANDIDATE-PROFILE.md from them, configures agents. Use for: "set up", "initialize", "get started", "configure my profile".
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GitHub
auto-extract
会话学习技能 - 分析当前会话，提取学习并持久化到三层存储（项目 CLAUDE.md、用户 CLAUDE.md、Memory MCP）
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GitHub
codex-advisor
调用 OpenAI Codex 获取第二意见，批判性评估后三分类展示给用户
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GitHub
foundational-principles
基础原则 - AI 助手的核心思维原则和指令框架概述。包含系统思维、辩证思维、创新思维和批判思维四大核心原则。
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GitHub
nixtla-experiment-architect
Generate production-ready forecasting experiments with StatsForecast and TimeGPT. Use when setting up model benchmarking or cross-validation. Trigger with 'scaffold experiment' or 'compare models'.
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