GitHub
project-brief
Turn ideas/brain dumps into a structured project brief (problem, goals, scope, milestones, success criteria). Use when starting a project.
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数据与 AI AI 技能
发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 数据与 AI
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GitHub
gemini-agent-sdk-setup
Integrate OpenAI Agent SDK with Google Gemini backend into FastAPI service using the official Google Gemini API via OpenAI compatibility layer.
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GitHub
frontend-auth-integration
Integrates Better Auth client with ChatKit UI or custom Next/Vite UI. Adds login/logout buttons, protected routes, session hooks.
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GitHub
selection-qa
Add selection-based Q&A functionality to ChatKit UI allowing users to ask about highlighted text with proper integration.
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GitHub
dockerfile-builder
Generate the full production Dockerfile for the backend with multi-stage build, proper dependencies, and Hugging Face Spaces compatibility.
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GitHub
drizzle-schema-generation
Generates Drizzle ORM schema files for users, sessions, tokens, OAuth accounts, and audit logs. Syncs schema to Neon Postgres.
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GitHub
book-ingestion
Generate the complete RAG ingestion script to crawl textbook from sitemap.xml, chunk content, embed using Gemini, and push to Qdrant following MCP documentation.
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GitHub
hugging-face-config
Generate Hugging Face Spaces configuration files including runtime setup, environment variables, and deployment instructions.
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GitHub
fastapi-scaffolding
Generate and maintain the FastAPI backend structure for the RAG chatbot with proper project organization.
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GitHub
chatkit-backend-adapter
Modify OpenAI ChatKit starter to use FastAPI backend instead of OpenAI API, including citation support and error handling.
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GitHub
qdrant-retrieval-tool
Generate JSON schemas and Python handlers for Qdrant-based retrieval tools used by the RAG agent to search sitemap-crawled textbook content with URL citations.
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GitHub
better-auth-configuration
Creates Better Auth configuration for frontend and backend: handlers, providers, middleware, session/token options. Uses Context7 MCP to retrieve Better Auth docs.
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GitHub
rag-chat-endpoint
Implement the /chat endpoint that performs agent-based RAG reasoning with proper input validation and response formatting.
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GitHub
local-dev-runner
Provide local debugging scripts for Docker including build, run, and environment setup for development workflow.
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GitHub
embedding-pipeline
Implement reusable embedding functions using Gemini embedding models via LangChain with proper error handling and batching for sitemap-crawled content.
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GitHub
ui-customization
Customize ChatKit layout, theme, and presentation for RAG textbook chatbot with proper styling and textbook theme integration.
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GitHub
css-diagnostics
Analyze CSS coverage, identify unused rules, and detect stylesheet conflicts. Use after visual QA to optimize stylesheets before publication.
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GitHub
epub-visual-auditor
Run and interpret visual QA pipeline for EPUB XHTML files. Use when user asks about layout, screenshots, visual issues, or rendering problems in REBRANDED_OUTPUT.
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GitHub
epub-publication-validator
Run EPUBCheck and Ace accessibility validation. Use before final EPUB packaging or distribution to ensure publication readiness.
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GitHub
pdf-parity-checker
Verify visual and structural parity between XHTML chapters and POD PDF files. Use to ensure print edition matches digital EPUB layout.
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GitHub
claude-code-architecture
Self-reference guide for Claude Code's own architecture, configuration, and extension points. Use when needing to know where Claude Code stores its configuration files, skills, plugins, hooks, MCP servers, sett...
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GitHub
hypr-concierge
Personal theme concierge for Hyprland desktop environments. Use when user wants to (1) change desktop theme/colors, (2) apply preset themes (Catppuccin/Dracula/Nord/Gruvbox/Rose Pine/Kanagawa/Tokyo Night), (3)...
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GitHub
log-attempt
Log a coding problem attempt when user says "log " with time, tries, solved status, hints, or solution usage. Parses natural language like "log count_bits - 15 min, 3 tries, solved" and calls the log-attempt sc...
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GitHub
flashcard-drill
Run timed flashcard drills when user says "drill " (e.g., "drill bitwise", "drill 1-bitwise", "drill arrays"). Reads all flashcards upfront, quizzes rapidly, logs results, drills missed cards, then updates READ...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。