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SkillsMP 已收集 kumaran-is/claude-code-onboarding 中的 156 个 Skill。打开任一 Skill 可查看来源和详情。
kumaran-is/claude-code-onboarding已展示 40 / 156 个已收集 Skill。
Use when a RAG system is returning bad answers — hallucinations, wrong content, missing exact terms, low recall, slow responses, stale data, citation errors, tenant data leakage, or any production retrieval failure. Walks the 9-layer diagnostic chain backward…
原文语言：英语
Use when reviewing or designing RAG security — multi-tenant isolation, access control, prompt injection defenses, PII redaction, audit logs, data lineage, deletion / right-to-be-forgotten, adversarial testing. Triggers on phrases like "RAG security review",…
原文语言：英语
Run a full AI Playbook audit against an existing agentic application or AI feature. Orchestrates Decision Record reverse-engineering, security review, eval audit, launch check, and consolidated remediation planning in one flow. Use when the user explicitly…
原文语言：英语
Fill out the AI Feature Decision Record before building any AI feature. Use when the user explicitly runs /ai-decision-record or asks to "start a new AI feature", "create a decision record", "kick off an AI design", or similar ritual phrasing.
原文语言：英语
Run the AI incident response procedure when something is going wrong in production AI. Use when the user explicitly runs /ai-incident-response or says "AI incident", "model is broken", "production AI is failing", "we're seeing weird outputs in prod",…
原文语言：英语
Run the unified pre-production launch checklist for an AI feature before shipping it. Use when the user explicitly runs /ai-launch-check or asks to "review my AI feature for launch", "is this ready to ship", "pre-production review", or similar ritual phrasing.
原文语言：英语
Production-grade decision framework for building AI features, AI workflows, AI agents, and AI-augmented systems. Use this skill whenever the user is designing, building, debugging, reviewing, or deciding whether to add AI to a system — including any work…
原文语言：英语
Firebase CLI foundation for any project. Use when checking Firebase CLI version, authenticating with Firebase, setting active projects, initializing Firebase services, or running Firebase MCP commands. Triggers: firebase login, firebase use, firebase projects…
原文语言：英语
Firebase Hosting for static SPAs and web apps. Use when configuring firebase.json hosting block, deploying a static site to Firebase Hosting, creating preview channels for PR review, or setting up GitHub Actions CI/CD with Workload Identity Federation. Do NOT…
原文语言：英语
Validate MCP (Model Context Protocol) server tools end-to-end after code changes. Use this skill whenever the user is building, modifying, or deploying an MCP server and needs to verify that all registered tools actually work — not just that the server…
原文语言：英语
This skill provides design token definitions, theming patterns, and UI standards for Flutter applications. Use when auditing UI compliance, implementing design systems, or ensuring consistent token usage.
原文语言：英语
This skill provides patterns and templates for Python 3.14 development with FastAPI and modern tooling. It should be activated when creating Python APIs, scripts, data processing pipelines, or pytest tests.
原文语言：英语
MUST READ before deploying any ADK agent to Google Cloud — covers Cloud Run, Agent Engine, Vertex AI, event-driven agents, and ADK CI/CD pipelines. Use when deploying ADK agents to production, not for agent code patterns (use google-adk) or project…
原文语言：英语
Google ADK (Agent Development Kit) Python skill. Use when building AI agents with google-adk, Gemini models, SequentialAgent, ParallelAgent, LoopAgent, FunctionTool, McpToolset, session management, memory services, artifact storage, callbacks, or FastAPI…
原文语言：英语
Angular 21.x core patterns and APIs — Signals, Standalone components, Zoneless change detection, SSR/Hydration, Dependency Injection, Component composition, Signal-based state, Testing. Load when writing Angular code for API reference, testing patterns, or…
原文语言：英语
WCAG 2.1 AA accessibility audit skill for Angular 21.x and Flutter 3.41.x. Use when auditing UI for accessibility compliance, identifying barriers, establishing automated testing, or preparing compliance evidence. Covers axe-core automated scanning, keyboard…
原文语言：英语
Mobile-first design doctrine for Flutter (iOS + Android). Load BEFORE flutter-mobile to apply touch psychology, MFRI risk scoring, platform conventions, and performance doctrine before writing any UI code.
原文语言：英语
Comprehensive uv workflows for Python 3.14 — virtual environments, lockfiles, Python version pinning, monorepo workspaces, Docker integration, CI/CD caching, and migration from pip/Poetry/pip-tools. Use when working with uv beyond basic uv add/uv init.
原文语言：英语
AI chat interface patterns for Angular 21.x and Flutter 3.41.x. Use when building streaming chat UI, conversational AI assistants, copilots, token context indicators, feedback loops, multi-modal inputs, tool visualization, or AI-specific error handling.…
原文语言：英语
This skill should be used when preparing releases, writing app store updates, or maintaining a CHANGELOG.md. It parses conventional commits and outputs polished release notes.
原文语言：英语
Systematically analyze an unfamiliar codebase and produce structured onboarding artifacts — architecture map, key entry points, conventions, and a tailored CLAUDE.md. Use when joining a new repository, analyzing a client codebase, or generating/updating…
原文语言：英语
Generates project documentation including READMEs, docstrings (JSDoc, JavaDoc, Python docstrings), OpenAPI prose, and CI/CD doc pipelines. Use when asked to generate docs, write docstrings, automate documentation, or create README files.
原文语言：英语
Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs.
原文语言：英语
Enterprise Flutter animation skill — Rive + Lottie dual-engine strategy for production mobile apps. Use when adding animations to Flutter, asking about Rive, Lottie, animated UI components, motion design, interactive states, loading indicators, onboarding…
原文语言：英语
Expert mobile developer for React Native, native Swift/SwiftUI, Kotlin/Compose, and mobile CI/CD (Fastlane, Codemagic, Bitrise, EAS). Use for everything mobile that flutter-mobile does NOT cover. For Flutter 3.41.x work, use flutter-mobile skill instead.
原文语言：英语
This skill provides patterns and templates for NestJS 11.x with Fastify, Prisma ORM, and TypeScript 5.x development. It should be activated when creating NestJS modules, controllers, services, DTOs, guards, interceptors, or tests.
原文语言：英语
Multi-agent orchestration patterns for Claude Code's native Agent tool. Use when coordinating multiple specialized agents for comprehensive reviews, cross-domain feature implementation, or parallel analysis from multiple perspectives. Adapted to this…
原文语言：英语
Python project structure patterns — pyproject.toml for services and internal tools, source vs flat layout, CLI entry points with Click/argparse, dynamic versioning, and editable installs. Use when structuring a new Python project or building internal CLI…
原文语言：英语
Design intelligence database for UI/UX work — 50+ styles, 97 color palettes, 57 font pairings, 99 UX guidelines. Flutter has a dedicated stack file. Angular uses html-tailwind stack. BM25 search engine via Python scripts. Use when selecting design direction,…
原文语言：英语
Gemini voice AI development — real-time voice streaming with Gemini Live API (WebSocket), text-to-speech with Gemini TTS models, LangGraph voice agent pipelines, and Google ADK voice agents. Use when building voice assistants, real-time audio streaming, TTS…
原文语言：英语
Build production-ready real-time conversational voice AI engines using async worker pipelines, Gemini Live API for streaming STT, Gemini TTS for synthesis, LangGraph or Google ADK agents, interrupt handling, and FastAPI WebSocket integration. Use when…
原文语言：英语
Durable workflow orchestration with Temporal for distributed systems across Java 21, Python 3.14, and NestJS 11.x. Covers Workflow vs Activity separation, Saga pattern, Entity workflows, Fan-out/Fan-in, determinism constraints, retry policies, and…
原文语言：英语
This skill should be used when designing database schemas for SQL or NoSQL databases. It provides normalization guidelines, indexing strategies, migration patterns, and performance optimization.
原文语言：英语
This skill provides patterns and templates for Java 21 Spring Boot 3.5.x WebFlux REST API development. It should be activated when creating controllers, services, repositories, DTOs, or reactive tests.
原文语言：英语
3-role pipeline (Implementer -> Spec Reviewer -> Quality Reviewer) for plan-driven multi-task implementation. Supports subagent dispatch (Agent tool) and Agent Teams (TeamCreate). Use when a plan file exists in docs/plans/ and work spans 3+ tasks.
原文语言：英语
General-purpose code review skill. Provides checklists for security, code quality, performance, and best practices. Use when reviewing code changes, PRs, or performing quality audits.
原文语言：英语
This skill provides Riverpod state management patterns and best practices for Flutter applications. Use when reviewing or writing Riverpod providers, AsyncValue handling, ref usage, or provider lifecycle management.
原文语言：英语
Security vulnerability detection and remediation skill. Provides OWASP Top 10 checklists, secret scanning patterns, and security review methodology.
原文语言：英语
CI/CD pipeline design and deployment automation for all stacks — GitHub Actions workflows, Docker multi-stage builds, Cloud Run deployments, Flutter distribution, and Firebase rule deployments. Use when setting up or reviewing CI/CD pipelines, deployment…
原文语言：英语
Use when writing or reviewing Dockerfiles, docker-compose files, or .dockerignore for any backend service. Covers multi-stage builds, container security hardening, compose orchestration, advanced build patterns, and a Docker review checklist for all 4 stacks:…
原文语言：英语