Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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building-nextjs-apps
Build Next.js 16 applications with correct patterns and distinctive design. Use when creating
pages, layouts, dynamic routes, upgrading from Next.js 15, or implementing proxy.ts. Covers
breaking changes (async params/searchParams, Turbopack, cacheComponents) and frontend aesthetics.
NOT when building non-React or backend-only applications.
aiskillstore/marketplace 232
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fetching-library-docs
Token-efficient library API documentation fetcher using Context7 MCP with 77% token savings.
Fetches code examples, API references, and usage patterns for published libraries (React,
Next.js, Prisma, etc). Use when users ask "how do I use X library", need code examples,
want API syntax, or are learning a framework's official API. Triggers: "Show me React hooks",
"Prisma query syntax", "Next.js routing API". NOT for exploring repo internals/source code
(use researching-with-deepwiki) or local files.
aiskillstore/marketplace 232
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styling-with-shadcn
Build beautiful, accessible UIs with shadcn/ui components in Next.js. Use when creating
forms, dialogs, tables, sidebars, or any UI components. Covers installation, component
patterns, react-hook-form + Zod validation, and dark mode setup.
NOT when building non-React applications or using different component libraries.
aiskillstore/marketplace 232
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context-degradation
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
aiskillstore/marketplace 232
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neon-postgres
Neon PostgreSQL serverless database - connection pooling, branching, serverless driver, and optimization. Use when deploying to Neon or building serverless applications.
aiskillstore/marketplace 232
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researching-with-deepwiki
Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring
unfamiliar codebases, understanding project architecture, or asking questions about how a specific
open-source project works. Provides AI-powered repo analysis and RAG-based Q&A about source code.
NOT for fetching library API docs (use fetching-library-docs instead) or local files.
aiskillstore/marketplace 232
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creating-skills
Guides creation of effective Agent Skills with proper structure and validation.
Use when users want to create a new skill, update an existing skill, or need
guidance on skill design patterns, SKILL.md format, or verify.py implementation.
NOT when just using existing skills (use those skills directly).
aiskillstore/marketplace 232
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streaming-llm-responses
Implement real-time streaming UI patterns for AI chat applications. Use when adding response
lifecycle handlers, progress indicators, client effects, or thread state synchronization.
Covers onResponseStart/End, onEffect, ProgressUpdateEvent, and client tools.
NOT when building basic chat without real-time feedback.
aiskillstore/marketplace 232
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context-optimization
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems.
aiskillstore/marketplace 232
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operating-production-services
SRE patterns for production service reliability: SLOs, error budgets, postmortems, and incident response.
Use when defining reliability targets, writing postmortems, implementing SLO alerting, or establishing
on-call practices. NOT for initial service development (use scaffolding skills instead).
aiskillstore/marketplace 232
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building-chat-widgets
Build interactive AI chat widgets with buttons, forms, and bidirectional actions.
Use when creating agentic UIs with clickable widgets, entity tagging (@mentions),
composer tools, or server-handled widget actions. Covers full widget lifecycle.
NOT when building simple text-only chat without interactive elements.
aiskillstore/marketplace 232
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working-with-documents
Creates and edits Office documents: Word (.docx), PDF, and PowerPoint (.pptx).
Use when working with document creation, PDF manipulation, presentation generation,
tracked changes, or converting between formats.
aiskillstore/marketplace 232
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deploying-cloud-k8s
Deploys applications to cloud Kubernetes (AKS/GKE/DOKS) with CI/CD pipelines.
Use when deploying to production, setting up GitHub Actions, troubleshooting deployments.
Covers build-time vs runtime vars, architecture matching, and battle-tested debugging.
aiskillstore/marketplace 232
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multi-agent-patterns
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
aiskillstore/marketplace 232
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scaffolding-openai-agents
Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration.
Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists.
Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses.
NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.
aiskillstore/marketplace 232
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evaluation
Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements over time.
aiskillstore/marketplace 232
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installing-skill-tracker
Installs Claude Code hooks for automatic skill usage measurement.
Use when setting up skill tracking infrastructure in a new project.
NOT when hooks are already installed (run verify.py to check).
aiskillstore/marketplace 232
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building-chat-interfaces
Build AI chat interfaces with custom backends, authentication, and context injection.
Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context,
or implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns.
NOT when building simple chatbots without persistence or custom agent integration.
aiskillstore/marketplace 232
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scaffolding-fastapi-dapr
Build production-grade FastAPI backends with SQLModel, Dapr integration, and JWT authentication.
Use when building REST APIs with Neon PostgreSQL, implementing event-driven microservices with
Dapr pub/sub, scheduling jobs, or creating CRUD endpoints with JWT/JWKS verification.
NOT when building simple scripts or non-microservice architectures.
aiskillstore/marketplace 232
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building-rag-systems
Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval.
Use when implementing document ingestion pipelines, vector search with Qdrant, or context-aware
retrieval. Covers chunking strategies, change detection, payload indexing, and context expansion.
NOT when doing simple similarity search without production requirements.
aiskillstore/marketplace 232
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operating-k8s-local
Operates local Kubernetes clusters with Minikube for development and testing.
Use when setting up local K8s, deploying applications locally, or debugging K8s issues.
Covers Minikube, kubectl essentials, local image loading, and networking.
aiskillstore/marketplace 232
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browsing-with-playwright
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements,
take screenshots, and extract data. Use when tasks require web browsing, form submission,
web scraping, UI testing, or any browser interaction. NOT when only fetching static
content (use curl/wget instead).
aiskillstore/marketplace 232
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context-save
当用户发送"换窗口处理-"时调用。总结当前窗口的上下文信息、已完成任务、未完成任务，保存到 docs/context-sessions/ 目录，便于新窗口恢复。
aiskillstore/marketplace 232
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context-resume
恢复之前保存的会话上下文。列出所有待处理的 session，读取选定 session 的任务信息，更新进度，任务全部完成后删除文件。
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