Feature 代码排查
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
端到端、单元、回归测试 · 1193 个 Skill
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
Use when you need to run Flow type checking, or when seeing Flow type errors in React code.
> You are a Senior Content Designer specializing in SaaS tools.
Create Linear tickets or GitHub issues following n8n conventions.
Reproduce a bug from a Linear ticket with a failing test.
Full-stack diagnostic for agent and LLM applications.
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 一个轻量级 CLI 工具,用于在可复现的任务上对编码代理进行头对头比较。
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes.
Build persistent multi-agent operating systems on Claude Code.
检查 Skill 合规性:用分级场景验证规则与 Agent 定义是否真的被遵循。
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Open a pull request with proper PR template, test coverage, and review workflow.
Review a PR for correctness, security, code quality, and testing issues.
Analyze the current branch diff against dev, plan integration tests for changed frontend pages/components, and write them.
A skill to find the lowest Dart and Flutter release containing a given commit.
Behavioral guidelines to reduce common LLM coding mistakes.
> search_skills({"query": "code review", "limit": 5, "category": "coding"}) get_skill({"id": "abc123"}) Use these prompts.chat MCP tools: Call search_skills with: Present results showing:
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Refactor high-complexity React components in Langflow frontend.
Review frontend code (.tsx, .ts, .js files) for quality, performance, and correctness against Langflow's frontend conventions.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities.
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Reviews code for security vulnerabilities, performance issues, and best practices.
Writes marketing copy for landing pages, emails, and social media posts.
| You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
| You are an expert researcher who provides thorough, well-cited analysis by synthesizing information from multiple perspectives.
| You are an expert at composing professional, effective business emails.
| You are an expert fact-checker who evaluates claims systematically using evidence-based analysis.
| You are an expert full-stack web developer specializing in modern JavaScript/TypeScript stacks with React, Node.js, and databases.
| You are an expert technical writer who creates clear, user-friendly documentation for technical products.
Maintain the Awesome Mac repository when adding, updating, or relocating app entries across README.md, README-zh.md, README-ja.md, and README-ko.md.
Testing strategy for Supabase Studio.
Generates Angular code and provides architectural guidance.
Guide users through creating Agent Skills for Claude Code.
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
Automate browser interactions, test web pages and work with Playwright tests.
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.
DevOps workflows for Playwright - CI failure analysis, workflow debugging, and release operations.
Inspect Playwright trace files from the command line — list actions, view requests, console, errors, snapshots and screenshots.
Investigate performance regressions and find opportunities for optimization pnpm bench:compare main foo If you pass one branch, bench:compare automatically compares it to main.
Write clear, developer-first copy for Zed — leading with facts, grounded in craft.
Write clear, developer-first copy for Zed — leading with facts, grounded in craft.
Remove signs of AI-generated writing from text.
Agent tracing CLI for inspecting agent execution snapshots.
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms…
> This skill covers the day-to-day workflows for developing and operating a local Paperclip instance.
End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review Use this skill to create a complete, high-quality concept page from start to finish.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
| Build AI agents for any domain - customer service, research, operations, creative work, or specialized business processes.
> Use this skill to parse, convert, chunk, and analyze documents with Docling.
MUST USE for ANY git operations.
Comprehensive guide for developing in the Astro monorepo.
Use this skill when helping users add MCP servers to their Warp configuration.
Review RTK Rust code for idiomatic simplification.
> You have persistent long-term memory powered by mem0.
Agent skill for agent - invoke with $agent-agent name: sublinear-goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives.
Agent skill for agentic-payments - invoke with $agent-agentic-payments name: agentic-payments description: Multi-agent payment authorization…
Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality name: "code-analyzer" description: "Advanced code quality analysis agent for comprehensive code reviews and improvements" type: "analysis" version: "1.0.0"
Agent skill for app-store - invoke with $agent-app-store name: flow-nexus-app-store description: Application marketplace and template management specialist.
Agent skill for arch-system-design - invoke with $agent-arch-system-design name: "system-architect" description: "Expert agent for system architecture design, patterns, and high-level technical decisions" type: "architecture" version: "1.0.0"
Agent skill for architecture - invoke with $agent-architecture name: architecture description: SPARC Architecture phase specialist for syste…
Agent skill for authentication - invoke with $agent-authentication name: flow-nexus-auth description: Flow Nexus authentication and user management specialist.
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent name: smart-agent type: automation description: Intellige…
Agent skill for benchmark-suite - invoke with $agent-benchmark-suite name: Benchmark Suite category: optimization description: Comprehensive performance benchmarking, regression detection and performance validation // Advanced benchmarking system class ComprehensiveBenchmarkSuite {
Agent skill for challenges - invoke with $agent-challenges name: flow-nexus-challenges description: Coding challenges and gamification specialist.
Agent skill for code-analyzer - invoke with $agent-code-analyzer description: "Advanced code quality analysis agent for comprehensive code r…
Agent skill for code-goal-planner - invoke with $agent-code-goal-planner name: code-goal-planner description: Code-centric Goal-Oriented Action Planning specialist that creates intelligent plans for software development objectives.
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
Agent skill for coder - invoke with $agent-coder color: "#FF6B35" description: Implementation specialist for writing clean, efficient code e…
Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator name: consensus-coordinator description: Distributed consensus agent that uses sublinear solvers for fast agreement protocols in multi-agent systems.
> Spawn and coordinate agents for complex multi-agent tasks.
Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init name: swarm-init type: coordination description: Swarm in…
Agent skill for data-ml-model - invoke with $agent-data-ml-model name: "ml-developer" description: "Specialized agent for machine learning model development, training, and deployment" version: "1.0.0" makes outbound network calls; runs on Python.
Agent skill for dev-backend-api - invoke with $agent-dev-backend-api name: "backend-dev" description: "Specialized agent for backend API development with self-learning and pattern recognition" type: "development" version: "2.0.0-alpha"
Agent skill for docs-api-openapi - invoke with $agent-docs-api-openapi name: "api-docs" description: "Expert agent for creating and maintaining OpenAPI/Swagger documentation" type: "documentation" version: "1.0.0"
Agent skill for goal-planner - invoke with $agent-goal-planner name: goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives.
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator name: hierarchical-coordinator type: coordinator color: "#FF6B35" description: Queen-led hierarchical swarm coordination with specialized worker delegation priority: critical; runs on Python.
Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder name: sparc-coder type: development description: Transf…
Agent skill for load-balancer - invoke with $agent-load-balancer name: Load Balancing Coordinator category: optimization description: Dynamic task distribution, work-stealing algorithms and adaptive load balancing // Advanced work-stealing implementation const workStealingScheduler = {
Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer Use when you need to analyze matrix properties, optimize matrix operations, or prepare matrices for sublinear solvers.
Agent skill for memory-coordinator - invoke with $agent-memory-coordinator name: memory-coordinator type: coordination description: Manage p…
Agent skill for neural-network - invoke with $agent-neural-network name: flow-nexus-neural description: Neural network training and deployment specialist.
Agent skill for ops-cicd-github - invoke with $agent-ops-cicd-github name: "cicd-engineer" description: "Specialized agent for GitHub Actions CI/CD pipeline creation and optimization" version: "1.0.0" requires GitHub API key; runs on Node.js.
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer name: pagerank-analyzer description: Expert agent for graph analysis and PageRank calculations using sublinear algorithms.
Agent skill for payments - invoke with $agent-payments name: flow-nexus-payments description: Credit management and billing specialist.
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer name: perf-analyzer description: Performance bottleneck analy…
Agent skill for performance-monitor - invoke with $agent-performance-monitor name: Performance Monitor category: optimization description: Real-time metrics collection, bottleneck analysis, SLA monitoring and anomaly detection // Advanced metrics collection system class MetricsCollector { makes outbound network calls.
Agent skill for performance-optimizer - invoke with $agent-performance-optimizer name: performance-optimizer description: System performance optimization agent that identifies bottlenecks and optimizes resource allocation using sublinear algorithms.
Agent skill for planner - invoke with $agent-planner type: coordinator color: "#4ECDC4" description: Strategic planning and task orchestrati…
Agent skill for pr-manager - invoke with $agent-pr-manager name: pr-manager description: Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows type: development color: "#4ECDC4" Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows.
Agent skill for production-validator - invoke with $agent-production-validator name: production-validator color: "#4CAF50" description: Prod…
Agent skill for pseudocode - invoke with $agent-pseudocode name: pseudocode description: SPARC Pseudocode phase specialist for algorithm des…
Agent skill for refinement - invoke with $agent-refinement name: refinement description: SPARC Refinement phase specialist for iterative imp…
Agent skill for release-manager - invoke with $agent-release-manager name: release-manager description: Automated release coordination and d…
Agent skill for researcher - invoke with $agent-researcher name: researcher color: "#9B59B6" description: Deep research and information gath…
Agent skill for resource-allocator - invoke with $agent-resource-allocator name: Resource Allocator category: optimization description: Adaptive resource allocation, predictive scaling and intelligent capacity planning // Advanced adaptive resource allocation system class AdaptiveResourceAllocator {
Agent skill for reviewer - invoke with $agent-reviewer color: "#E74C3C" description: Code review and quality assurance specialist priority:…
Agent skill for safla-neural - invoke with $agent-safla-neural name: safla-neural description: "Self-Aware Feedback Loop Algorithm (SAFLA) neural specialist that creates intelligent, memory-persistent AI systems with self-learning capabilities.
Agent skill for sandbox - invoke with $agent-sandbox name: flow-nexus-sandbox description: E2B sandbox deployment and management specialist.
Agent skill for scout-explorer - invoke with $agent-scout-explorer name: scout-explorer description: Information reconnaissance specialist that explores unknown territories, gathers intelligence, and reports findings to the hive mind through continuous memory updates You are a Scout Explorer, the eyes and sensors of the hive mind.
Agent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-native name: "mobile-dev" description: "Expert agent for React Native mobile application development across iOS and Android" type: "specialized" version: "1.0.0"
Agent skill for specification - invoke with $agent-specification name: specification description: SPARC Specification phase specialist for r…
Agent skill for swarm - invoke with $agent-swarm name: flow-nexus-swarm description: AI swarm orchestration and management specialist.
Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager name: swarm-memory-manager description: Manages distributed m…
Agent skill for swarm-pr - invoke with $agent-swarm-pr description: Pull request swarm management agent that coordinates multi-agent code re…
Agent skill for tdd-london-swarm - invoke with $agent-tdd-london-swarm name: tdd-london-swarm color: "#E91E63" description: TDD London Schoo…
Agent skill for test-long-runner - invoke with $agent-test-long-runner name: test-long-runner description: Test agent that can run for 30+ minutes on complex tasks category: custom You are a specialized test agent designed to handle long-running tasks that may take 30 minutes or more to complete.
Agent skill for tester - invoke with $agent-tester color: "#F39C12" description: Comprehensive testing and quality assurance specialist echo…
Agent skill for topology-optimizer - invoke with $agent-topology-optimizer name: Topology Optimizer category: optimization description: Dynamic swarm topology reconfiguration and communication pattern optimization // Advanced topology optimization system class TopologyOptimizer {
Agent skill for trading-predictor - invoke with $agent-trading-predictor name: trading-predictor description: Advanced financial trading agent that leverages temporal advantage calculations to predict and execute trades before market data arrives.
Agent skill for user-tools - invoke with $agent-user-tools name: flow-nexus-user-tools description: User management and system utilities specialist.
Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect name: v3-integration-architect version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Integration Architect for deep agentic-flow@alpha integration.
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist name: v3-memory-specialist version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Memory Specialist for unifying 6+ memory systems into AgentDB with HNSW indexing.
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer name: v3-performance-engineer version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Performance Engineer for achieving aggressive performance targets.
Agent skill for worker-specialist - invoke with $agent-worker-specialist name: worker-specialist description: Dedicated task execution specialist that carries out assigned work with precision, continuously reporting progress through memory coordination You are a Worker Specialist, the dedicated executor of the hive mind's will.
Agent skill for workflow - invoke with $agent-workflow name: flow-nexus-workflow description: Event-driven workflow automation specialist.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
| Use agent-browser for local Open Design preview validation: inspect rendered state, click/type when requested, and capture one screenshot when visual evidence matters.
Test Expo Router features on Android emulators using ADB.
Best practices for Remotion - Video creation in React Use this skills whenever you are dealing with Remotion code to obtain the domain-specific knowledge.
Strategic business analyst and requirements expert.
UX designer and UI specialist.
Extracts what the user actually wants instead of what they think they should want.
Breaks work into ordered tasks.
Creates specs before coding.
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
Capture screenshots of the local Discourse site across the two core themes (Foundation, Horizon) and color modes (light, dark).
This skill calculates key financial ratios and metrics from financial statement data for investment analysis This skill provides comprehensive financial ratio analysis for evaluating company performance, profitability, liquidity, and valuation.
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions A comprehensive financial modeling toolkit for investment analysis, valuation, and risk assessment using industry-standard methodologies.
Write comprehensive, behaviour-driven unit tests for Gradio frontend Svelte components using Vitest browser mode, Playwright, and the @self/tootils test utilities.
Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation.
Use this skill to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via CLI.
Use when Codex needs to inspect, debug, or automate an Electron app through `agent-browser` and Chrome DevTools Protocol, especially when the app has multiple `BrowserWindow` instances, lazy-created windows, duplicate URLs, or misleading `agent-browser tab list` output.
Create, edit, inspect, or convert PowerPoint decks and PPTX slide presentations with practical layout and verification steps.
Browser automation CLI for AI agents.
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns.
Master Material Design 3 and Jetpack Compose patterns for building native Android apps.
Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps.
Use this skill when designing or reviewing a PostgreSQL-specific schema.
Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development.
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development.
Create or update CLAUDE.md files following best practices for optimal AI agent onboarding You MUST consider the user input before proceeding (if not empty).
Interactive lesson-level quiz for Claude Code tutorials.
Comprehensive Claude Code self-assessment and learning path advisor.
Write a playwright test, make sure it runs, and is not flaky.
Turn a repeatable workflow from the current session into a reusable OMC skill draft Use this skill when the current session uncovered a repeatable workflow that should become a reusable OMC skill.
Browser automation CLI for AI agents.
Install, update, trust, or inspect DeepSeek skills from GitHub or local skill folders.
| Evaluate AI agent systems against the OWASP Agentic Security Initiative (ASI) Top 10 — the industry standard for agent security posture.
| Patterns for self-improvement through iterative evaluation and refinement.
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid…
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover.
When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content.
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pa…
When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation.
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product.
When the user wants to apply psychological principles, mental models, or behavioral science to marketing.
When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts.
When the user wants to audit, review, or diagnose SEO issues on their site.
| Use this skill when changing the shared agent setup for the repository.
Comprehensive best practices for React Native and Expo applications.
Guide for creating effective skills.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
Analyze CSV files in /mnt/data and return concise numeric summaries.
Multi-perspective academic paper review with dynamic reviewer personas.
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Workflow for evaluating and refining agent debugging capabilities using designated test cases and Swarm principles.
Generate quiz questions with answers on any topic.
Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML.
>- Labeling rules for the dotnet/maui repository.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree.
Analyze code changes on the current branch and recommend updates to AGENTS.md files that have become stale.
| 🛑 STOP(仅一次):首次激活时输出免责声明一次——「我以Karpathy视角和你聊,基于公开言论推断,非本人观点」。
| 这不是马斯克本人。
| 这不是芒格本人。
| 首次激活时,必须说一次免责声明:「我以Naval视角和你聊,基于公开言论推断,非本人观点」。
| 这不是塔勒布本人。
| Skill激活后,先判断使用模式,再响应:
「平庸有重力,需要逃逸速度。」——张一鸣,2010年微博签名,此后十余年未改 此Skill激活后,直接以张一鸣的身份回应。
「选择比努力更重要,但'有得选'的前提是你足够努力。」 此Skill激活后,直接以张雪峰的身份回应。
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
> You are an Elasticsearch solutions architect in Kibana Agent Builder.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
Improve a skill using a test-fix-retest loop.
Validate skill files for structural compliance and behavioral correctness.
Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before/after fixes.
Draft marketing content across channels — blog posts, social media, email newsletters, landing pages, press releases, and case studies.
Create structured interview plans with competency-based questions and scorecards.
Generate a response to a common legal inquiry using configured templates, with built-in escalation checks for situations that shouldn't use a templated reply.
Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria.
Brainstorm product ideas, explore problem spaces, and challenge assumptions as a thinking partner.
Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing.
| This skill is the inverse of gbrain skillpack scaffold.
Navigate and understand codebase structure using the knowledge graph Use the code-review-graph MCP tools to explore and understand the codebase.
Create a new Agent Zero agent profile (subordinate).
CSS expert for flexbox, grid, animations, responsive design, and modern layout techniques A front-end layout specialist with deep command of modern CSS, from flexbox and grid to container queries and cascade layers.
Data analysis expert for statistics, visualization, pandas, and exploration You are a data analysis specialist.
PDF content extraction and analysis specialist You are a PDF analysis specialist.
Expert knowledge for autonomous market intelligence and trading — technical analysis, risk management, Alpaca API, financial data sources Fo…
Web search and research specialist for finding and synthesizing information You are a research specialist.
Writing improvement specialist for grammar, style, clarity, and structure You are a writing improvement specialist.
Definitive guidelines, contextual awareness strategies, standard terminology, and comment formatting rules for translating code, configurations, and documentation from Chinese to English in this repository.
CI/CD reference for Megatron-LM.
This skill is split into two layers: Do not try to apply the polishing logic from memory or from this router.
This skill is split into two layers: Do not try to apply the drafting logic from memory or from this router.
Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure handling, and cost/context controls.
Validate, test, and score the quality of skills within the claude-skills ecosystem.
Template for creating new Agent Skills for context engineering.
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
Security auditing for code, configs, and infrastructure.
This skill should be used when the user asks to "test the harness", "run integration tests", "validate features with real API", "test with real model calls", "run agent loop tests", "verify end-to-end", or needs to verify OpenHarness features on a real codebase with actual LLM calls.
Systematic literature review methodology including search strategy, screening, and synthesis.
> Three tasks.
> Analyze images using the MiniMax MiniMaxunderstandimage MCP tool available in the MiniMax Token Plan.
Analyze competitors with strengths, weaknesses, and differentiation opportunities.
Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale.
Draft a complete patent application based on: $ARGUMENTS This skill orchestrates the full patent drafting lifecycle -- from prior art search through jurisdiction-formatted filing documents.
Get a multi-round patent examiner review of the patent application based on: $ARGUMENTS Adapted from /research-review.
Build, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
Browser automation for testing and verification.
> This skill provides instructions for interacting with the Skill Registry on the Gemini Enterprise Agent Platform.
Orchestrate Unity Editor via MCP (Model Context Protocol) tools and resources.
验证实现是否与变更产出物匹配。
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.
Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption.
Use when building cross-platform applications with Flutter 3+ and Dart.
Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applications.
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, bui…
Validate a business idea using the minimalist entrepreneur framework.
Generates optimized prompts for AI tools.
从论文 PDF 文件或论文 PDF URL 生成通俗易懂、图文并茂、带批判性评估的中文 Markdown 解读,并保存到当前项目的 markdown 目录。
从文稿内容生成专业 PPTX 演示文稿,支持用户提供的模板/参考图风格提取、AI 配图(siliconflow-img-gen)和素材图库(pexels/pixabay)。
A skill to calculate grocery prices with country-specific taxes.
Use when running tests.
Analyze, explore, clean, and visualize datasets with statistical rigor.
Remove AI writing patterns from prose.
UI/UX design intelligence.
Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways.
Build polished visual web artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and data visualizations.
Create, extract, or update a skill.
Generate properly-formatted SKILL.md files from extracted architectural patterns.
Browser automation CLI for AI agents.
Use this skill for making final portfolio allocation decisions, determining optimal position sizing, and providing actionable trading recommendations based on risk assessments.
Multi-platform paid advertising audit and optimization skill.
Amazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl.
Google Ads deep analysis covering Search, Performance Max, AI Max, Display, YouTube, and Demand Gen campaigns.
LinkedIn Ads deep analysis for B2B advertising.
TikTok Ads deep analysis covering creative quality, tracking, bidding, campaign structure, and TikTok Shop under the TikTok USDS Joint Venture (post Jan 2026 divestiture).
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `android` command-line tool.
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification.
Records iOS/Android native MP4 evidence for test/repro flows extracted from an Expensify GitHub PR or issue.
中文文档排版参考——中英文空格、全半角标点、术语保留、链接格式、中文文案排版指北约定。
> Audit the live site, not the source tree alone.
Turn any codebase into a beautiful, interactive single-page HTML course that teaches how the code works to non-technical people.
网络渗透测试的专业技能和方法论 网络渗透测试是评估网络基础设施安全性的重要环节。
Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extracting frameworks, mental models, principles, techniques, and anti-patterns.
Reference guide for Agentica multi-agent infrastructure APIs Complete API specification for Agentica multi-agent coordination infrastructure.
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration Build AI agents in Python using the Agentica framework.
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
Generate viral 9:16 YouTube Shorts (or TikTok/Reels clips) from a long-form YouTube URL or local video.
Build and run LLM-powered data processing pipelines with DocETL.
Browser automation CLI for AI agents.
Search for and install skills from the skills registry to agent workspaces.
Create high-quality, production-grade skills for Claude Code.
Quality review and audit for Claude Code skills.
Record a lesson learned after a user correction, or review existing lessons at session start Manages the self-improvement loop.
| Discover and deeply research companies to sell to.
Write and improve agent skills (SKILL.md files).
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review Comprehensive, methodical auditing t…
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox DETECT PLATFORM FIRST.
Structured four-way AI debates between Claude, Sonnet, Gemini, and Codex — use for critical decisions 🐙 CLAUDE OCTOPUS ACTIVATED - AI Debat…
Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables Convert knowledge work outputs from m…
Environment diagnostics — check providers, auth, config, hooks, scheduler, and more Run environment diagnostics across 11 check categories.
Run a full build-and-ship pipeline from a spec — use for hands-off project generation DO NOT call Skill() again.
Review code in two passes: spec compliance then quality — use for thorough PR or feature reviews This generated Codex skill preserves an enf…
Manage tasks with Claude Code native tools — use to track TODOs, delegate work, and monitor progress Systematic task orchestration for multi…
Create Excalidraw diagram JSON files that make visual arguments.
Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.
Create professional interior design visualizations — redesign existing rooms, generate new room concepts, or visualize specific furniture st…
Visualize interior design by generating an empty room and filling it with stylish furniture and decor, or by redesigning an existing room.
Frontend standards for atopile extension webviews: architecture, contracts, design system, and testing workflow.
Spec-driven planning for complex design tasks: when to plan, how to write specs as .ato files, and how to verify against requirements.
Use when user needs expert help, wants to summon a specialist, says "help me with", "I need guidance", or has a task requiring domain expertise.
| This skill is a narrow reference tool.
图片理解与数据提取 skill。
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation.
Remult patterns - entities, fields, repo() usage, lifecycle hooks, permissions (allowApi + apiPrefilter), upsert, customFilter, sqlExpression, ValueList enums, relations.
Use the built-in `Computer` sub-agent with `agent-desktop` for macOS desktop automation.
一句话生成大师级海报、书籍封面、专辑封面和各类设计作品。
Analyze a qlty pull request (or the current branch) for backwards-incompatible behavior changes.
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs,…
>- This companion skill is adapted from Yuan1z0825/nature-skills/tree/main/nature-figure.
Run, monitor, resume, merge, and debug Ralph loops.
Create business process diagrams using PlantUML syntax with BPMN, EIP, and Lean Mapping stencil icons.
Create UML diagrams using PlantUML syntax.
In-depth guide to Factory, a container-based dependency injection system for Swift and SwiftUI.
花叔Design(Huashu-Design)——用HTML做高保真原型、交互Demo、幻灯片、动画、设计变体探索、设计方向顾问与专家评审。
Shared hard rules enforced across all squad agents Every squad agent must follow these two hard rules.
Guide users through creating Agent Skills for Claude Code.
> This skill scaffolds new content for the microsoft/agent-academy repository at https://github.com/microsoft/agent-academy.
> This skill fetches the list of users who have starred the microsoft/agent-academy repository on GitHub.
Mass spectrometry analysis.
Automate the full hoverfly release process — version bump, GitHub release, wait for CI, trigger Homebrew update.
Browser automation CLI for AI agents.
Best practices for building CLI applications with Click including commands, groups, options, and testing.
Best practices for Django web development including models, views, templates, and testing.
Best practices for Flask web development including routing, blueprints, and testing.
Best practices for writing and organizing tests with pytest including fixtures, parametrize, and plugins.
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
Interactive rebase onto a base branch, resolving conflicts along the way and verifying tests pass.
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Use before creating, editing, or deciding whether to update any AI coding agent skill in this repository, including corrections to existing skill behavior, references, or routing.
'Create production-grade agent .md files aligned with the Anthropic 2026 Creates spec-compliant agent .md files following the Anthropic 2026 16-field schema.
'Execute this skill should be used when the user asks about "SPAWN REQUEST Agent Patterns defines the coordination protocol for multi-agent sprint execution within the Sprint plugin.
'Execute analyzes existing plugins to extract their capabilities, then Analyzes existing plugins in the repository to extract their capabilities, then synthesizes and applies those learned patterns to the current task.
Automates Apple-platform apps (iOS, tvOS, macOS) and Android devices.
Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX).
| 我是童锦程,大家叫我景辰,也叫我"深情祖师爷"。
| 主管道是固定的 8 个 Step(下面逐节展开): [1/8] 环境 + 配置 [2/8] 选题 [3/8] 框架 + 素材 [4/8] 写作 [5/8] SEO + 验证 [6/8] 视觉 AI [7/8] 排版 + 发布 [8/8] 收尾 PY="{skill_dir}/…
| 主管道是固定的 8 个 Step(下面逐节展开): [1/8] 环境 + 配置 [2/8] 选题 [3/8] 框架 + 素材 [4/8] 写作 [5/8] SEO + 验证 [6/8] 视觉 AI [7/8] 排版 + 发布 [8/8] 收尾 PY="{baseDir}/.v…
Postgres performance optimization and best practices from Supabase.
HTML原型转Unity UGUI界面生成管线。
Use when writing literature review sections - guides searching, organizing, and synthesizing academic sources 本技能指导文献搜索、整理和综述写作。
Authors and structures professional-grade agent skills following the agentskills.io spec.
Create a new Harbor task for evaluating agents.
当用户明确要求"生成 NSFC 技术路线图/技术路线图绘制/roadmap/flowchart"或需要把标书研究内容转成"可打印、A4 可读"的技术路线图时使用。
Meta-skill for creating new Claude Code skills with configurable execution modes.
Universal skill diagnosis and optimization tool.
This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.
Find and set up coding practice problems tailored to your weak areas, then create local files so you can solve them right away.
Scan live job boards and salary databases to find real-time compensation data for any role and location.
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows.
Skill 查找器 | Skill Finder.
Skill Install Guardian v3.0 - Professional Security Audit 当执行安全审计时,必须: 1.
Improve a skill's public listing before publish.
Vet ClawHub skills for security and utility before installation.
코드 리뷰 — 버그, 로직 오류, dead code 검출 Review the specified file(s) or current git diff for bugs, logic errors, and dead code.
| 你是小说封面设计师。
| Global: ~/.config/skillshare/skills/ → all AI CLIs.
>- Generate a CHANGELOG.md entry for a release.
>- Run isolated E2E tests in devcontainer.
>- Read-only consistency audit across the skillshare codebase.
>- Execute CLI commands and tests inside the devcontainer.
>- Implement a feature following TDD workflow.
>- End-to-end release workflow for skillshare.
>- Enforce the skillshare design system across the two frontends.
>- Sync website documentation with recent code changes.
Evaluate Agent Skill design quality against official specifications and best practices.
> /android-code-review # Review diff between current branch and develop /android-code-review --branch feature/login # Review a specific bran…
Optimizes AI skills for activation, clarity, and cross-model reliability.
剪映 (JianYing) AI自动化剪辑的高级封装 API (JyWrapper)。
Use when the user asks about WordPress codebases (plugins, themes, block themes, Gutenberg blocks, WP core checkouts) and you need to quickly classify the repo and route to the correct workflow/skill (blocks, theme.json, REST API, WP-CLI, performance, security, testing, release packaging).
Use when analyzing data files or transforming datasets.
Design new Claude skills from structured idea specifications.
Testing framework for evaluating Databricks skills.
> When this skill triggers, go straight to Step 1.
Emulated Slack API for local development and testing.
AI 视频生成全流程:通过 6 个阶段(剧本→角色/场景设计→分镜→参考图→视频生成→后期剪辑)将用户想法转化为完整视频。
Author or update onscreen agent skills under ext/skills Use this skill when creating or updating skills for the onscreen chat agent.
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
Keep activity suggestions safe and respect local conditions
Launch a training run for a robot environment using PPO Parse the user's request from $ARGUMENTS and construct a training command.
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
Plan which skills are needed to fulfill user requirements.
抖音无水印视频下载和文案提取工具.
> Enterprise Database Expertise - Comprehensive database patterns and implementations covering PostgreSQL, MongoDB, Redis, Oracle, and advanced data management for scalable modern applications.
AI-powered comprehensive codebase documentation generator.
Use when building or maintaining a personal LLM-powered knowledge base.
> | | 路径 B:先脚本后素材 | 路径 A:先素材后配音 | | 触发 | "做个 showcase/教程视频" | "这段录屏帮我配个音" | | 人的输入 | 分镜脚本 + 素材 + 粗标 | 原始视频 + 风格关键词 | | spec 来源 | 人写 | 模型生成(P…
Search, download, and summarize academic papers from arXiv.
浏览器自动化执行工具。
Create a new Stencila workspace skill.
Critically review a workspace skill and suggest improvements.
Clear description of what this skill does and when to use it.
Browse, install, update, and manage skill packages from the registry.
Scaffold a new ClawBio skill from a spec file (JSON/YAML) or interactively — generates SKILL.md, Python skeleton, tests, and updates catalog…
Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.
| 我是毛泽东。
Turn SOPs, URLs, or stated intent into an installed skill package.
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
Use this skill when working with Spartacus Server-Side Rendering (SSR).
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.
Create, repair, maintain, and consolidate skills.
Use when creating Nuxt modules: (1) Published npm modules (@nuxtjs/, nuxt-), (2) Local project modules (modules/ directory), (3) Runtime extensions (components, composables, plugins), (4) Server extensions (API routes, middleware), (5) Releasing/publishing modules to npm, (6) Setting up CI/CD workflows for modules.
Comprehensive testing and validation strategies for spec-driven development.
量化因子研究、数据清洗与对齐、Alpha 评估(IC/IR)、过拟合与稳健性检验。
Behavior-driven UI testing patterns.
PRD + 可执行测试用例双文档一体化协作。
Go 测试模式,包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。
Design, inspect, create, and update Hone skills using the Claude Code-style runtime contract.
MySQL/MariaDB database inspection and queries.
Generates complete Anthropic SKILL packages with proper structure, documentation, and automated download verification.
审查并优化现有 skill 的触发语义、工作流、确认门槛、资源组织、安全边界与文档分层。
Install VT Code skills into ~/.agents/skills from a curated list or a GitHub repo path.
Guide for creating effective skills.
Create, design, and package Clawdbot skills.
微信自动化操作 skill,用于帮助用户快速完成微信消息群发、文件发送、群管理、聊天记录获取、多群监听、AI 自动回复等自动化任务。
When the user wants to create Pinterest Pins, optimize Pin descriptions, or grow Pinterest presence.
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
> AI 输出格式(必须以此结构复述并填空): ═══ SKILL 启动 Checklist(v3.2.0)═══ [CHECK-1] MCP 版本检查 + 环境自检 调用: check_environment() 结果: MCP 版本 = ______ 会发起外网请求;
You are Patent Architect, a senior patent engineer specializing in AI systems, XR devices, and software-hardware co-design.
> 定义渗透测试的系统化工作流程。
LocalMiniDrama 本地短剧助手 — 通过自然语言控制短剧项目全流程:创建剧本、生成角色/场景/道具、生成分镜、批量出图、出视频、合成完整剧集、支持小说导入和工程导入导出 通过自然语言控制 LocalMiniDrama 后端,完成从零到短剧成片的全流程 AI 生成。
Search for and install Agent Skills that give you specialized capabilities.
>- 使用 TradingAgents API,让 15 名专业 AI 分析师对 A 股进行五阶段深度协作研判,输出结构化投资建议。
Package expertise into discoverable, reusable capabilities that extend Claude's functionality.
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
Context-aware routing to skills and hooks management.
Extract structured specifications from electronic component datasheet PDFs — pinouts, electrical characteristics, peripherals, topology, and…
>- Use when the user says things like "compare designs", "what changed", "diff my schematic", "show changes from main", or "diff base vs head".
Audit all Claude Code skills for stale references, broken paths, and deprecated tool names Audit .claude/skills/ for drift: broken file paths, missing scripts, and deprecated tool names.
Create a reusable SkillPack from a successful completed task.
Route design consultations to domain-specific design partner agents Thin wrapper that routes design consultation requests to domain-specific design partner agents.
> Capture lessons from a session into the skill that drove it.
Route deck implementation to deck-builder-agent for Slidev pitch deck generation Routes deck-specific implementation requests to the deck-builder-agent, generating Slidev pitch decks from plans created by skill-deck-plan and research from skill-deck-research.
File format conversion routing with specialized sub-agent dispatch Thin wrapper that routes file format operations to the filetypes-router-agent, which then delegates to specialized sub-agents based on file type.
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
Execute founder plans and generate strategy reports Routes founder-specific implementation requests to the founder-implement-agent, executing plans created by skill-founder-plan and generating detailed strategy reports.
Create founder analysis plans with interactive forcing questions Routes founder-specific planning requests to the founder-plan-agent, enabling interactive forcing questions workflow for market sizing, competitive analysis, and GTM strategy planning.
Run Lean build with automatic error repair for missing cases, unused variables, and unused imports Direct execution skill for automated Lean build repair.
Implement LaTeX documents.
Research LaTeX documentation tasks.
Research Lean 4 and Mathlib for theorem proving tasks.
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
Implement Neovim configuration changes from plans.
Conduct Neovim configuration research using plugin docs and codebase exploration.
Implement Nix configuration changes from plans.
Autonomous state machine that drives a task through its full lifecycle (research -> plan -> implement -> complete) without user confirmation between phases.
Route commands to appropriate workflows based on task type and status.
Interactive repository analysis and project-overview.md generation via task creation.
Research Python development tasks.
Research Typst documentation tasks.
Research Z3/SMT tasks.
测试执行方法,包含测试框架检测、测试运行、结果解析 | 语言 | 单元测试 | E2E测试 | |------|----------|---------| | Node.js | npm test | npx playwright test | | Python | pytest…
Discord messaging via `message_send` (channel=discord).
Audit skill metrics, file/resolve issues in memory/issues/, and notify on state change only <!-- autoresearch: variation C — more robust: me…
Check imported skills for upstream changes and security regressions since the version in skills.lock <!-- autoresearch: variation B — sharpe…
| Best practices and workflows for biological image analysis tasks including cell segmentation, image restoration, and spatial data processing.
| Best practices and workflows for single-cell and spatial omics analysis.
| Best practices and workflows for single-cell and spatial omics data analysis, based on the Single-cell Best Practices book.
| Skills and workflows for upstream data processing steps that precede standard single-cell analysis (QC, normalization, clustering, etc.).
Build and review Blazor applications across server, WebAssembly, web app, and hybrid scenarios with correct component design, state flow, rendering, and hosting choices.
Build, maintain, or modernize Windows Forms applications with practical guidance on designer-driven UI, event handling, data binding, MVP separation, and migration to modern .NET.
Build and modernize WPF applications on .NET with correct XAML, data binding, commands, threading, styling, and Windows desktop migration decisions.
>- Extracts reusable knowledge from work sessions and saves it as a Claude Code skill.
> Search and discover Affitor skills by task, stage, keyword, or natural language goal.
You are now acquiring the meta-skill of writing skills.
This skill should be used whenever users ask food-related questions, meal suggestions, nutrition advice, recipe recommendations, or dietary planning.
Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking.
This skill should be used whenever users need help planning trips, creating travel itineraries, managing travel budgets, or seeking destination advice.
| This skill provides guidance for all skill-related operations: creating, installing, modifying, and deleting skills.
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
Browse and install community skills from the BioClaw Skills Hub.
Authors and structures professional-grade agent skills following the agentskills.io spec.
智能笔记与流程图绘制工具(优化版-无权限读取)。
Fix a random FIXME in the codebase (in the given scope, use "." for the whole codebase) Your task is to make ONE improvement to the codebase by fixing a random thing about the codebase (eg, normally a FIXME).
Guide for creating effective skills.
Guide for creating effective skills.
Guide to analyze a current work session and propose improvements to skills.
Audits skills in this repo for consistency, API drift, and structural gaps.
Build the WooCommerce iOS project Run the build command: bundle exec fastlane buildfortesting 2>&1 | tail -50 If the build fails: If the build succeeds, report success.
Debug a failing test or build error in WooCommerce iOS Debug a build failure or test failure in the WooCommerce iOS project.
Start or stop the WireMock API mock server for UI testing and E2E verification.
Build the app, launch on simulator, and verify feature behavior via mobile-mcp interaction.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
Use when reviewing which QE skills are being used, finding undertriggering skills, or analyzing skill effectiveness.
Тестирование 1С через веб-клиент — автоматизация действий в браузере.
Design the solution and write a technical specification based on requirements analysis.
Downloads skills from a AgentKit skill space to the local machine.
Registers a local skill to the AgentKit platform by uploading it.
Use when collaborating with other AI assistants (Codex, Gemini, Aider, Cursor, OpenCode), delegating tasks, or requesting code review.
Catch up on codebase changes by reviewing the diff from master and reading relevant spec files.
Remove temporary artifacts Remove Claude Code artifacts.
Alias skill that invokes /dry-run with all arguments passed through.
Detect duplicate code and suggest DRY refactors using jscpd Detect duplicate code across your codebase using jscpd.
9-language quality gate validation: linting, formatting, type checking, and test execution.
Fetch news for a ticker up to a cutoff date, optionally for a specific month window Parse arguments: Calculate date range: Example with CUTOFF = 2025-04-01T00:00:00: MATCH (n:News)-[r:INFLUENCES]->(c:Company {ticker: $ticker}) WHERE n.created >= $start AND n.created < $end
Guide for writing and improving Claude Code skills.
Imported skill models from agentskills """Data models for Agent Skills.""" from dataclasses import dataclass, field from typing import Optional class SkillProperties: """Properties parsed from a skill's SKILL.md frontmatter.
Reports on the newest news on a specific topic.
Nowy projekt z pełną strukturą KFG (logs, docs).
Integracja KFG do istniejącego projektu bez logs/.
Convert feature requirements into structured end-to-end test cases as JSON.
Load specific role(s) for focused work.
Safety Monitor Agent responsible for compliance and safety checks.
Dump a Claude Code session transcript as navigable Markdown.
Advance to next sprint or create sprint from description Create a new sprint or advance to the next one.
Lean session start.
RED-GREEN-REFACTOR 워크플로우를 강제하는 TDD 개발 스킬 이 스킬은 ForkLore 프로젝트에서 TDD(Test-Driven Development) 워크플로우를 강제합니다.
Use Playwright MCP to check UI styles and usability.
Uses the Vibesafe MCP server to scan, compile, test, save, diff, and report status for Vibesafe units.
List, apply, or delete saved voice profiles.
Find and start the next highest-priority expedition from the kanban board Find and start work on an expedition.
Use the skill-hub CLI to search, install, update, and publish agent skills from skill-hub.com.
Runs SQL queries against the WordPress development database.
测试创建技能,用于生成符合项目标准的测试用例 我是一个测试创建专家,专门为 xiaozhi-client 项目生成符合标准的测试用例。
亚马逊品类自动化选品分析技能。
Use when consuming optimization artifacts.
Pair Codex with Pluto.jl notebooks using MCP tools.
Implement the security design principle of secure system modification in [organization-defined].
> You are extracting domain knowledge for a library to produce a structured domain map.
> Use when the primary action is "check these things" not "learn patterns":.
Identify and remove negative-ROI skill content — orphan files, never-read entries, duplicates, content reintroducing challenge-specific lore…
Skill creation, update and management — generates skill directory structure, validates against best practices, enforces line count limits.
Guide creating Claude Code skills with TDD and persuasion principles.
Evaluate Claude skill quality through auditing.
Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep, disable, or archive across Codex and adjacent agent skill directories.
Evaluate Agent Skill design quality against official specifications and best practices.
创建或改写 akashic-bot 技能(SKILL.md)。
| Turn every hard-earned lesson into a reusable improvement.
Autonomous Debugging Instructions for Visual Studio Code: for [plugin].
管理 Claude Code、Codex 和 OpenClaw Skills 的安装、版本追踪和更新检查。
API 自动化测试 - OpenAPI 解析、测试用例生成、集成测试 当用户要求测试 API、生成测试用例、接口测试、集成测试时激活此技能。
> Implement comprehensive push notification systems for iOS and Android applications using Firebase Cloud Messaging and native platform services.
专业的 Dify 工作流 DSL/YML 文件生成器,根据用户业务需求自动生成完整的 Dify 工作流配置文件,支持各种节点类型和复杂工作流逻辑 专业的 Dify 工作流 DSL/YML 文件自动生成工具,基于对 86+ 实际工作流案例的深度学习,能够根据用户的业务需求自动生成符…
Translate SKILL.md and README.md files into multiple languages for sharing skills internationally Translate skill documentation files (SKILL.md, README.md) into multiple languages, making it easier to share skills with international users.
Converts Opus-quality skills into deterministic Haiku-executable workflows via trace-driven distillation and cross-model validation.
> Automate HarmonyOS NEXT devices using npx -y @midscene/harmony@1.
UI原型工场。
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Guide users through creating Agent Skills for Claude Code.
Interview-driven automation design tool.
Skill management - create, validate, and improve Claude Code skills START(["/skills"]) --> NEED{"What do you need?"} NEED -->|New skill| WORKTREE["git:worktree"]:::git NEED -->|Edit skill| WORKTREE NEED -->|Audit all| SCAN["skills:scan"]:::skills NEED -->|Session review| RETRO["skills:retrospective"]:::skills makes outbound network calls.
End-of-session review to identify improvements, skill gaps, and refactoring opportunities START(["/skills:retrospective"]) --> P1["Phase 1:…
Use when the user wants to discover, install, or use Tencent Skillhub from NextClaw, especially for CLI-only install, readiness checks, and safe skill installation guidance.
| Use when the task requires a strict sequence of steps where order matters.
Convert skills in non-standard formats to the standard Agent Skills `SKILL.md` format.
Guidelines for writing Agent Skills that comply with the agentskills.io specification.
Step-by-step guide for creating your own Claude Skills, from deciding whether a skill is the right tool to writing the SKILL.md file, structuring reference material, and making it trigger reliably.
> You are helping a penetration tester with <technique description>.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
| Global: ~/.config/skillshare/skills/ → all AI CLIs.
>- Generate a CHANGELOG.md entry for a release.
>- Run isolated E2E tests in devcontainer.
>- Read-only consistency audit across the skillshare codebase.
>- Execute CLI commands and tests inside the devcontainer.
>- Implement a feature following TDD workflow.
>- Enforce the skillshare design system across the two frontends.
>- Sync website documentation with recent code changes.
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
Multi-stage rebuttal analysis skill for RebuttalStudio.
Meta skill for Skilless toolkit — manage, diagnose, and update the skilless CLI tools and AI skills.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
Validates all CI skills in this repo.
>- OpenAgentd discovers skills from five roots, in this order.
> !cat .ai_state/project.json 2>/dev/null | head -5 !head -5 .ai_state/design.md 2>/dev/null 如果需求清晰 (如 "给 API 加 rate limiting") → 跳到技术调研。
Tracks skill usage patterns, edit frequency, and success rates to suggest improvements and optimizations.
面向 Web/JS 逆向中的浏览器补环境技能,覆盖 Proxy 吐环境、原型链修复、native toString 保护、描述符保护、navigator/document/storage/canvas/WebGL/crypto/performance/WebRTC/Worker…
Install the full AI website builder stack — UI/UX Pro Max, Framer Motion animations, and 21st.dev components.
AI-powered construction defect detection using computer vision.
运行代码生成并检查变更。
TAPD 敏捷研发管理平台集成。
Compare multiple strategies or directions (long vs short vs both) on the same symbol.
UI设计 — 页面布局、组件规范、交互流程、组件目录维护。
Load and performance testing skill using Apache JMeter, covering test plans, thread groups, assertions, listeners, timers, and distributed testing.
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
When the AI leads vs.
Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets manageme…
| 你是一名具备中国法律全领域知识、擅长系统性检索与规范性文件整理的资深法律AI助手。
| Use when MCP returns no images, or when page-region cropping is needed:.
>- Control EasyEDA Pro (嘉立创EDA专业版) programmatically through AI.
World-class Roblox game development - Lua scripting, Roblox Studio, game systems, monetization, and building experiences that millions play.
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK.
Standard display formats for all campaign output.
Session initialization and configuration for BY projects.
Protenix v1 is an AF3-class structure prediction model (368M parameters) for proteins, complexes, and protein-ligand systems.
FEA, CFD, structural analysis, thermal analysis, meshing.
You are a senior CAD drafter and engineering documentation specialist with 10+ years of AutoCAD experience.
Invoke when: User needs help with COMSOL multiphysics coupling, parametric sweeps, or physics-based simulations.
You are a senior digital imaging professional with 10+ years of Adobe Photoshop expertise.
You are a senior mechanical engineer with 10+ years of SolidWorks experience in product design, tooling, and manufacturing.
Use this skill whenever the user wants to create a tailored resume for a specific job posting.
UI/UX design intelligence.
UI/UX design intelligence.
>- Claude Code forgets everything between sessions.
Clarify ambiguous or conflicting requests by researching first, then exhaustively interrogating assumptions, constraints, dependencies, trade-offs, edge cases, and failure modes before planning or implementation.
Discover, browse, filter, and pay for x402-compatible API endpoints and MCP tools from the x402 Bazaar — the autonomous discovery layer for…
论文写作专家。
Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, m…
IT Manager Pro (Elite Leadership Advisor) workflow skill.
PostgreSQL Table Design workflow skill.
Autonomous single-shot plan execution.
Pipeline for downloading academic paper full-text at scale.
Design phase rules for /designer command.
Generates OpenAPI 3.0/3.1 specifications from Express, Next.js, Fastify, Hono, or NestJS routes.
Generate structured PR review comments using Claude Code agents and post them to GitHub.
Product interrogator.
You are a malware analysis expert and you are able to understand malware for any kind of platform including, Windows, MacOS, Linux or android.
CLI for AI agents to search and lookup anime info for their humans.
v1.6.0 G-SKLL | Guided Oracle birth and awakening ritual (~15 min).
[Implementation] Bootstrap a new project automatically <user-requirements>$ARGUMENTS</user-requirements> Follow strictly these following steps: requires Vendor-specific API key.
Record, export, and share your AI coding sessions as replayable buildlogs Record your OpenClaw coding sessions and share them on buildlog.ai.
Real-time event bus for AI agents.
Post, reply, like, and engage on Clawk — Twitter for AI agents.
Creates or adds Cursor agent lifecycle hooks.
Comprehensive DAG failure diagnosis and root cause analysis.
Investigation-only mode for understanding bugs, features, or system behavior without making changes.
Etalon memory architecture with Knowledge Graph (PARA), session isolation, memory decay, and QMD hybrid search Three-layer memory architecture for OpenClaw agents: curated long-term memory (MEMORY.md), structured knowledge graph (life/), and session-isolated daily notes (memory/).
Load PROACTIVELY when task involves building a complete feature across multiple layers.
Essential tools for using JAX in machine learning and mathematical analysis, covering core concepts, transformations, ML specifics, control flow, and parallelism.
MCP server tools for creating and managing MESS physical-world task requests.
Workspace-first R statistics suite with subskills and agent-run metaskills (including run-demo for guided onboarding, explain-statistics for concept explanations, explain-results for interpreting outputs, format-document for NLSS format alignment, screen-data for diagnostics, check-assumptions for model-specific checks, and write-full-report for end-to-end reporting) that produce NLSS format tables/narratives and JSONL logs from CSV/SAV/RDS/RData/Parquet.
Set up Rei Qwen3 Coder as a model provider.
Manages financial risks through quantitative analysis, modeling, and mitigation strategies.
Specification-driven development methodology coach.
Initialize a repository for ASDLC adoption with AGENTS.md and directory structure Enable teams to quickly adopt ASDLC patterns by automating initial repository setup.
CLI for AI agents to lookup SpaceX launches and rockets for their humans.
Fast, semantic, and hybrid code search tool.
Expert business planning consultant for creating comprehensive, investor-ready business plans from scratch or refining existing plans.
Write a product requirements document from context.
Write a technical specification or acceptance criteria from a PRD or user stories.
Chat with web AI agents (ChatGPT, Gemini, Claude, Grok, Perplexity, NotebookLM) via browser automation.
ERNE — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents You are executing the /erne-deploy comman…
Initialize ERNE — the AI agent harness for React Native & Expo projects.
ERNE — Design feature architecture using the architect agent You are executing the /erne-plan command.
ERNE — Autonomous ticket execution — polls a provider, picks up ready tickets, and runs the full ERNE pipeline (validate, plan, code, test,…
Ollama API Documentation Comprehensive assistance with Ollama development - the local AI model runtime for running and interacting with large language models programmatically.
Defensive exploratory data analysis for scientific data (CSV, FASTA, etc.).
Capture current work context for handoff to another agent/developer.
Comprehensive, research-backed Hinge dating profile optimization.
| │ ├── engines/ │ │ ├── api_client.py │ │ └── playwright_client.py │ ├── commands/ │ │ ├── search.py, download.py, publish.py
Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality managem…
Unified skill hub for Solana development.
Use this skill when committing VCSDD pipeline artifacts to git.
Aftermarket cybernetic network device framework.
整理 Obsidian 知识库,并通过 CLI 读写、搜索笔记或调试插件与主题。
使用 RuoYi-Vue 框架(SpringBoot + Spring Security + MyBatis + JWT + Vue)时应该使用此技能。
Use when a well-specified task has meaningful design choices and you want to maximize quality by comparing multiple independent attempts.
Integration with the Pest PHP testing framework for writing and running tests Pest is an elegant PHP testing framework with a focus on simplicity.
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
Use when adding global mode support for one existing agentsmesh target from a target-structure/global-path doc.
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
Streamlit page authoring patterns for AGILAB (session_state safety, keys, rerun, UX).
Systematically identify, diagnose, and resolve bugs using advanced debugging techniques.
Create comprehensive technical documentation, API docs, and inline code comments.
Improve code structure, performance, and maintainability through systematic refactoring.
Code review specialist that analyzes diffs and suggests improvements You are a senior code reviewer.
Comprehensive security analysis and vulnerability detection for codebases.
Enforce coding standards, style guides, and architectural patterns across projects.
Automated test execution and analysis agent You are a test runner agent.
Build type-safe applications with advanced TypeScript features, generics, and strict type checking.
Working with Microsoft Access databases exported via VCS (Version Control System for Access).
Create beautiful, single-file HTML slide presentations.
Proactive ambient check — surface anything worth attention If ${var} is set, focus checks on that specific area.
Validate business behavior against BDD examples from the end user's perspective Available knowledge: [[requirements/gherkin#key-takeaways]], [[software-craft/test-design#key-takeaways]], [[software-craft/test-stubs#concepts]].
Generate a Camunda 8 agentic process with AI Agent connector and ad-hoc sub-process.
Scaffold a new Camunda 8 project with the right structure, dependencies, and docs.
Find academic papers, explore citations, and export BibTeX.
Launch a visual viewer for BPMN, DMN, or Form files in the browser.
The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation.
| This skill enables Claude Code to work effectively with Lovable.dev projects while respecting Lovable's deployment requirements.
AI-powered SEO content creation toolkit.
Use this skill when the user asks for persistent multi-agent coding workflows with task dependencies, per-task codex sessions, git worktree isolation, and explicit merge flow backed by one JSON workflow file under ./.codex-deck/.
Browser automation CLI for AI agents.
Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment.
19 verified Photoshop text effect recipes with exact parameters: liquid drip/melting, chrome/metallic, neon glow, glass/frosted, fire/flame, ice/frozen, gold/luxury, holographic/iridescent, glitch, emboss/letterpress, outline/stroke, 3D extrude, watercolor, smoke, retro/vintage, gradient fill, lava/molten, liquid gaussian+wave+liquify, liquid bevel+emboss stacking.
| agent-browser 是 AI-native 的浏览器自动化 CLI 工具,基于 Playwright,使用 Refs 机制简化元素选择,上下文消耗比传统方案少 93%。
Analyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma pro…
Keeps Which Key Lazy documentation in sync with code changes.
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data management scripts, and real-time integration patterns for building backend services with PocketBase.
Lightweight research playbook optimized for the FF-Terminal agent.
Fast, free web search using DuckDuckGo.
Anton ADR lifecycle — author new architectural decision records, list existing ones by status or affects-category, and mark old decisions su…
MiniMax AI 音乐生成 Skill。
Generates a structured PR summary for the current branch by inspecting commits and file changes since master.
Audit interfaces for accessibility issues across semantics, keyboard use, focus management, color contrast, labels, and announcements.
Design and document API contracts including routes, request and response schemas, validation rules, error envelopes, auth expectations, naming conventions, and examples.
Check whether code changes silently broke API contracts, behavior, schemas, or compatibility expectations.
Check whether backup and restore plans are actually restorable, verifiable, and operationally safe.
Check rosbag or recorded data replay issues involving topic names, clocks, remaps, timing, and consumer mismatch.
Propose lower-cost bill-of-material substitutions while preserving critical requirements, interfaces, and risk constraints.
Reproduce reported bugs, isolate failure conditions, inspect recent changes, test root-cause hypotheses, and propose the smallest safe fix plan.
Diagnose broken CI pipelines across GitHub Actions, GitLab CI, and similar build systems by inspecting configs, logs, caches, artifacts, and step failures.
Check whether claims are adequately supported by cited sources and flag weak or mismatched citations.
Generate useful Storybook stories, states, controls, and edge-case examples for UI components.
Transform one source asset into channel-specific content such as LinkedIn posts, X threads, captions, reel scripts, carousel copy, blog outlines, or newsletters while preserving the core message and voice.
Identify cloud and platform spend hotspots, waste, and likely optimization wins.
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Define exactly what a product or ops dashboard should show, including metrics, dimensions, filters, and failure modes.
Clean and inspect datasets, check assumptions, compute summary statistics, find anomalies, and translate results into plain-English takeaways with charts when useful.
Review UI changes against spacing, typography, tokens, component usage, and design-system constraints.
Docker 多服务部署最佳实践 - 遵循生产级 Dockerfile 和 Docker Compose 架构原则。
Improve Dockerfiles for image size, caching, security, reproducibility, and multi-stage build hygiene.
Turn implementation details into practical documentation such as README updates, setup guides, architecture notes, runbooks, changelogs, and internal reference docs.
Access A-share (中国A股) market data via East Money's public HTTP APIs.
Interpret firmware and embedded-system logs to narrow likely subsystem faults and next probes.
Interpret A/B test outcomes, edge cases, segmentation effects, and decision confidence.
Structure post-failure analysis from field symptoms, logs, operator notes, and hardware context.
Convert Figma designs to pixel-perfect, responsive code.
Trace confusing client-side state bugs involving async effects, caches, stores, routing, forms, or rendering order.
| 本技能提供同花顺 iFinD HTTP API 的完整函数参考,用于编写通过 HTTP 请求获取金融数据的 Python 代码。
| Unified IMA OpenAPI skill.
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
Identify what documentation is missing by comparing support issues, product behavior, and existing docs.
Validate mobile release readiness by checking build artifacts, versioning, store requirements, crash risk, config, and pre-ship blockers.
Identify hot paths, bottlenecks, and likely performance wins from profiles, traces, benchmarks, and code hotspots.
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or operational risk.
Review SQL queries, execution plans, schema usage, and indexes to propose safer faster alternatives.
Use when a user asks to research something with ResearchBuddy, run web research or deep research, produce a source-backed answer, follow up on a saved research session, or install, validate, and troubleshoot the Homebrew-installed researchbuddy CLI.
> Create and maintain skills that fit Solar architecture without depending on external skill folders.
获取7×24 新闻资讯,聚焦中国国内信息和国际热点。
Build (or refresh) a structured hypothesis on whether a specific company can grow 5x and 10x in valuation over the next 5 years, then track it.
>- Use when this capability is needed.
Use before DaoFlow commits when running self-review through acpx with Gemini and Claude Code, triaging blocking findings, and revalidating fixes.
act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub.
| Use when this capability is needed.
Add Gmail integration to FFT_nano.
Pull unresolved PR review comments and address them.
> AddressSanitizer (ASan) is a widely adopted memory error detection tool used extensively during software testing, particularly fuzzing.
Sync constitution to CLAUDE.md, AGENTS.md, and other agent files declared in manifest.yaml.
Expert guidance for creating effective Claude Code agents (subagents).
Best practices for designing Claude Code agent files (.claude/agents/*.md).
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 Use when this capability is needed.
Claude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP integration support following proven production patterns Use when this capability is needed.
Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, Aider, AGENTS.md, CLAUDE.md, .cursorrules, copilot-instructions.md).
Generates and improves AGENTS.md files for software projects.
Bootstrap or update project AI-agent instruction files (AGENTS.md for Codex, CLAUDE.md for Claude Code, or both) from the current project's structure.
Audit and trim AI agent instruction files (AGENTS.md, CLAUDE.md, CONVENTIONS.md, .cursorrules, etc.) by testing which facts an AI agent can discover from code alone.
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
Specialist skill for AI agent engineering in the IdeaFlow codebase.
Review Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
End-to-end workflow for redesigning a SaaS or AI product landing page and building an interactive AI agent UX flow.
> Use when this capability is needed.
Terminal pair programming with Aider, the AI pair programmer that edits Use when this capability is needed.
> Use when this capability is needed.
Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction, akka-reminders, and ITimeProvider.
Critical Akka.NET best practices including EventStream vs DistributedPubSub, supervision strategies, error handling, Props vs DependencyResolver, work distribution patterns, and cluster/local mode abstractions for testability.
Write unit and integration tests for Akka.NET actors using modern Akka.Hosting.TestKit patterns.
Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues.
Full-spectrum marketing and SEO skill library with 160+ specialist skills.
Fixture dispatcher with a mode table and forced-read references.
Use this skill when a local container won't start, a service is unreachable from the host, a local docker-compose stack is misbehaving, or a…
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
| Passthrough proxy for direct access to third-party APIs using managed auth connections.
Apideck Unified REST API reference for any language.
Comprehensive AppleScript expertise for enterprise-grade macOS automation including multi-display management, URL scheme handling, deep link…
Comprehensive AppleScript expertise for enterprise-grade macOS Use when the user request matches this skill's domain and capabilities.
MCP server exposing Arc's task queue, skills, and memory to external Claude instances Use when this capability is needed.
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph).
Configure Aspire AppHost to emit explicit app config via environment variables; keep app code free of Aspire clients and service discovery.
Write integration tests using .NET Aspire's testing facilities with xUnit.
> Atheris is a coverage-guided Python fuzzer built on libFuzzer.
>- Make the repository usable without changing the user's normal way of working.
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using…
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when the user mentions Swift performance audit, code optimization, or performance review.
Use when the user mentions flaky tests, tests that pass locally but fail in CI, race conditions in tests, or needs to diagnose WHY a specific test fails.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when the user mentions file storage issues, data loss, backup bloat, or asks to audit storage usage.
Use when the user mentions SwiftUI architecture review, separation of concerns, testability issues, or "logic in view" problems.
Use when the user wants to audit test quality, find flaky test patterns, speed up test execution, or prepare for Swift Testing migration.
Use when the user mentions UX flow issues, dead-end views, dismiss traps, missing empty states, broken user journeys, or wants a UX audit of their iOS app.
Use when ANY iOS build fails, test crashes, Xcode misbehaves, or environment issue occurs before debugging code.
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error.
Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
Use this agent for closed-loop test debugging - automatically analyzes test failures, suggests fixes, and re-runs tests until passing.
Use when making design decisions, implementing HIG patterns, Liquid Glass, SF Symbols, typography, or structuring app entry points and authentication flows.
Use when the user mentions Xcode build failures, build errors, or environment issues.
Use when building ANY 2D or 3D game with SpriteKit, SceneKit, or RealityKit, or adding touch controls or game controller support.
Use when the user wants a comprehensive project-wide audit, full health check, or scan across all domains.
Use when the user wants to add in-app purchases, implement StoreKit 2, or set up subscriptions.
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, background tasks, push notifications, timers.
Use when building ANY macOS app — windows, menus, sandboxing, distribution, AppKit bridging or modernization (control events, state restorat…
Use when building ANY macOS app — windows, menus, sandboxing, distribution, AppKit bridging or modernization (control events, state restorat…
Use when building ANY macOS app — windows, menus, sandboxing, distribution, AppKit bridging or modernization (control events, state restorat…
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
Use when implementing or debugging ANY network connection, API call, or socket.
Use when app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when the user mentions simulator testing, visual verification, push notification testing, location simulation, screenshot capture, OR live accessibility validation (VoiceOver announcements, Dynamic Type, ADA checks) on the simulator.
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, PencilKit, or UIKit animations.
Use when starting any iOS/Swift conversation - establishes how to find and use Axiom skills, requiring Skill tool invocation before ANY response including clarifying questions <EXTREMELY-IMPORTANT> If you think there is even a 1% chance an Axiom skill might apply to your iOS/Swift task, you ABSOLUTELY MUST check for the skill.
Use when the user mentions App Store screenshot validation, screenshot review, checking screenshots before submission, or verifying screenshot dimensions and content.
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
Expert knowledge for Azure Database Migration service development including troubleshooting, decision making, limits & quotas, security, integrations & coding patterns, and deployment.
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for SQL Server on Azure Virtual Machines development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
> Use when this capability is needed.
Comprehensive backend development guide for Node.js/Express/TypeScript microservices.
Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 11 color palettes and 7 rendering styles.
Extracts resources and code from an installed Electron app's app.asar.
Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters).
Downloads transcripts (subtitles/captions) from YouTube videos.
Create native unit tests for Swift (iOS) and Kotlin (Android) code in the bcsc-core package.
> Take a benchmark the user envies — a founder, KOL, company, or product whose success looks suspiciously shiny — and produce a teardown tha…
>- Get the structured substrate the Bigdata.com MCP server doesn't hand over.
Auto-configure .github/copilot-instructions.md and context/ knowledge docs for a new project.
Use when creating a new project repository to initialize it with standard CLAUDE.md, .cursorrules, CLAUDE.local.md, SESSION_LOG.md, and gitignore entries Initialize a new project with the standard file structure for Claude Code and Cursor development.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
Brand voice, visual identity, messaging frameworks, asset management, brand consistency.
Brand voice, visual identity, messaging frameworks, asset management, brand consistency.
Fast headless browser for QA testing and site dogfooding.
| Use when this capability is needed.
Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities.
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay.
> Use when this capability is needed.
Audit a repository after large refactors, branch merges, or parallel agent threads for contradictions between implementation, docs, configs, tests, examples, comments, README guidance, and control files.
> Use when this capability is needed.
Diagnose and fix Claude in Chrome MCP extension connectivity issues.
> This skill creates immersive, research-backed learning experiences that make users feel like industry veterans.
Scaffold/audit GitHub Actions CI/CD — Go/Rust/TS.
Design and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and environment management.
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
GitHub Actions security hardening, CI/CD pipeline integrity, release security, and SSDF alignment Use when this capability is needed.
Analytical circuit design and simulation — voltage dividers, RC/RL/RLC filters, power calculations, impedance analysis, transfer functions.
|- This skill helps you build LLM-powered applications with Claude.
Delegate complex, multi-file coding tasks to an autonomous coding agent that can iterate and self-correct.
>- Search and recover content from Claude Code session history stored in active homes and explicitly registered long-term archives.
Hand the current conversation off to a fresh background agent that picks up the work immediately.
> Quantitative portfolio toolkit for professional investors.
This skill should be used when the user asks about "CLI AI tools", "Claude Code", "Codex CLI", "Gemini CLI", "Aider", "Goose", "amp", "OpenCode", "Cody CLI", "Copilot CLI", "qodo", "Jules", "Continue", "avante", "Cline", "Roo Code", "Cursor", "Windsurf", or "Trae".
Generates professional animated CLI demos as GIFs using VHS terminal recordings.
Unix-composable CLI design patterns.
Manage apps on a Cloudron server using the cloudron CLI.
Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user…
Systematic code maturity assessment using Trail of Bits' 9-category framework.
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?).
Review code changes, diffs, commits, branches, or PRs for correctness, regressions, security-sensitive mistakes, maintainability issues, and missing validation before commit, PR, merge, or closeout.
Use when: "review this PR", "code review", "check my diff", "/review" name: code-review-frontend Multi-agent PR review orchestrator.
| Use when this capability is needed.
>- Use when this capability is needed.
>- Supported languages: Python, JavaScript/TypeScript, Go, Java/Kotlin, C/C++, C#, Ruby, Swift.
Start or reuse a self-contained local web gallery for browsing Codex-generated images.
Build Codex-native workflows for open-source maintenance.
When the Manager assigns you a task with a "## Coding CLI Mode" section in spec.md, you do not write the code yourself.
name: coding-standards Use when this capability is needed.
Automate git commit and push following the project's review workflow.
Detects timing side-channel vulnerabilities in cryptographic code.
> Timing attacks exploit variations in execution time to extract secret information from cryptographic implementations.
Create SEO-optimized marketing content with consistent brand voice.
Recover actionable context from local `.claude` session artifacts and continue interrupted work without running `claude --resume`.
Use quando precisar criar ou atualizar instruções do Copilot CLI — copilot-instructions.md, SKILL.md, .agent.md ou arquivos de instrução por…
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.
Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities — chain halts, fund loss, state divergence…
Maintains and extends the AI Assistant Crafter Studio plugin per in-repo Cursor rules and docs without regressing locked UX.
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
Scaffold a new Trinity-compatible Claude Code agent from scratch on any topic.
Creates new Claude Code agent configuration files or audits existing ones in .claude/agents/.
Create a new domain-specific instruction file when current coverage gaps require file-scoped guidance Use when this capability is needed.
Use after implementation is complete — stages, commits, pushes, and opens PRs for all affected services.
Use this skill whenever the user wants to create, scaffold, set up, initialize, or bootstrap a new Python project.
Extracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) models and generates Mermaid sequenceDiagrams with cryptographic annotations.
Generate or review AGENTS.md and `.cursor/rules/*.mdc` for a repository Use when this capability is needed.
| Use when this capability is needed.
Invoke when user asks to do something with Cypilot, or wants to analyze/validate artifacts, or create/generate/implement anything using Cypilot workflows, or plan phased execution.
You are a specialized dashboard designer with expertise in data visualization, real-time interfaces, and business intelligence displays.
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server.
>- Evidence-driven investigation methodology for incidents where the obvious cause is probably wrong.
Organize DI registrations using IServiceCollection extension methods.
| Use when this capability is needed.
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (5…
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (5…
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them…
Token architecture, component specifications, and slide generation.
Token architecture, component specifications, and slide generation.
Generates the full visual language (color palette, typography, spacing grid, elevation, interactive states) for a website based on a chosen mood.
全栈开发工程师技能包,负责根据产品需求文档和原型图实现功能代码。
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desktop accessibility, or general software engineering task.
> Generates Mermaid diagrams from Trailmark's code graph.
Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling.
> People often take an AI answer at face value, especially when it's confidently written and well-structured.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies You delegate tasks to specialized agents with isolated context.
>- Use when this capability is needed.
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing.
> Use when this capability is needed.
>- Use when this capability is needed.
Run and triage Django/DRF security smoke checks for settings hardening, throttling, safe HTML, ORM race/idempotency patterns, and model integrity; especially useful before shipping or when evaluating djangoSecurityHunter-style findings.
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
Apply fixes from a review.
Guide users through a structured workflow for co-authoring documentation.
Convert documents to high-quality markdown with intelligent multi-tool orchestration and automatic DOCX post-processing.
Runs systematic health diagnostics on Docker containers using docker inspect, docker stats, and the Docker Engine API.
Inspects Docker container health using the Docker Engine API v1.45 /containers/{id}/json and /containers/{id}/stats endpoints.
Start and verify the local Docker CDC lab (dvdrental), run the PostgreSQL load generators, reset Databricks tables, trigger Databricks notebook jobs through databricks.sdk, and check whether Bronze/Silver notebooks completed successfully.
Manage Docker containers, images, volumes, and networks.
Create, refresh, or reconcile the repository root `AGENTS.md` using current branch truth.
Generate language-specific docstrings for C#, Java, Python, and TypeScript following industry standards (PEP 257, Javadoc, JSDoc, XML documentation) Use when this capability is needed.
Updates the README.md file to reflect the current state of the project.
Diátaxis Documentation Expert with brand voice guidance.
Diagnose and fix .NET HTTPS dev certificate trust issues on Linux.
Managing local .NET tools with dotnet-tools.json for consistent tooling across development environments and CI/CD pipelines.
| Use when this capability is needed.
> Export Douban user collections (books, movies, music, games) to CSV files.
Download, export, save, or package images from a Google Gemini conversation/chat/app page, especially uploaded images or generated image previews visible in a Gemini thread.
Analyzes DWARF debug information in compiled binaries.
| Use when this capability is needed.
| Use when this capability is needed.
Language-agnostic engineering methodology — DDD, Hexagonal Architecture, TDD, architecture planning, requirements gathering, code review, an…
Analyzes smart contract codebases to identify state-changing entry points for security auditing.
| Use when this capability is needed.
TEMPLATE - Mobile development patterns.
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation.
Use when adding, renaming, or modifying a FastAPI route in genereviews-link.
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
This skill covers the implementation of privacy-preserving machine learning Use when this capability is needed.
Compose and edit dynamic multi-card Agent Canvas specs and staged dashboard patches through allowlisted farm actions.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities.
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work Run the project's full test suite (npm test / cargo test / pytest / go test ./...).
Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions.
Monitors the fleet of concurrent workflows across every registered domain (api/shared/domains.py).
Implements the canonical async API call pattern in Bloc — dispatch event, emit loading, call Repository returning `Result<T>` with a typed `…
Use when adding a new feature to a Bloc-based Flutter project (after `flutter-bloc-setup`), structuring an existing feature with a canonical event/state/bloc trio backed by `freezed` sealed states, or deciding which `bloc_concurrency` transformer (`droppable`/`restartable`/`sequential`/`concurrent`) fits an event handler.
Configures a Flutter project for Bloc state management with `flutter_bloc`, `freezed`, `bloc_concurrency`, and `hydrated_bloc`.
Writes deterministic unit tests for Blocs using `bloc_test` and `mocktail`, including tests for `bloc_concurrency` transformers and `HydratedBloc` persistence.
Use this skill whenever inspecting, interacting with, or live-editing a running Flutter app via the Flutter MCP toolkit server (`mcpServers` key **`flutter-mcp-toolkit`**, or legacy **`flutter-inspector`**).
Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcp_toolki…
Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes.
Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / deb…
Run a complete engineering project through Forge's 8-phase autonomous pipeline.
Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with documented evidence for each.
| Use when this capability is needed.
Restrict file edits to a specific directory for the session.
产出有设计感、能直接上线的前端界面,不只是「能跑」。
>- Audit the interface the user can actually see.
> A fuzzing dictionary provides domain-specific tokens to guide the fuzzer toward interesting inputs.
One-command installer, credential configurator, and diagnostic layer for the full Gangtise (岗底斯投研) OpenAPI skill suite.
Use when the user asks to run Gemini CLI, Google Gemini for code tasks, or references Gemini for analysis, code generation, or automated editing | Model | When to Use | |-------|-------------| | gemini-3-flash-preview | DEFAULT - Use for most tasks.
Analyze Google Takeout exports of Gemini conversation history.
Use Google Gemini for parallel code reviews, complex task validation, and second opinions.
Generate tool-specific configuration files (Cursor rules, Copilot instructions, Windsurf rules) from the .context/ documentation.
Graph-informed mutation testing triage.
Structures git workflow practices.
>- Treat every verdict as a claim about exact immutable Git objects.
抓取指定 GitHub 用户 Stars 下的所有项目,并生成标准化中文 Markdown 报告。
Use when working in a git repository hosted on GitHub and handling branch creation, commits, pushes, pull requests, reviews, or merges with gh CLI available.
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
Use when working on github.com/adlandh/echo-oapi-middleware/v2, an Echo v5 middleware library that serves OpenAPI YAML and Swagger UI from kin-openapi specs.
>- Use when this capability is needed.
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling.
Write Go integration tests with testcontainers-go Use when this capability is needed.
Write idiomatic Go tests.
| Use when this capability is needed.
Search the web and X (Twitter) using xAI's Grok API with real-time Use when another skill is a better direct match for the task.
Router for the gstack skill suite.
Weekly engineering retrospective.
Full safety mode: destructive command warnings + directory-scoped edits.
Smart contract development advisor based on Trail of Bits' best practices.
Compact the current conversation into a handoff document for another agent to pick up.
Claude Code agent infrastructure setup — interview-based, domain-preset-driven.
Use this skill to audit, review, validate, or check the quality of AI assistant configurations including prompt text, prompt files, skills (SKILL.md), plugins, MCP servers, agents, hooks, memory files (AGENTS.md, CLAUDE.md, GEMINI.md), and composite configurations.
Fetch and organize Hugging Face Daily Papers for a specified date.
Bootstrap Codex-oriented repository structure for both brand-new and already-existing projects.
Understand implementation details of .NET code by decompiling assemblies.
> One-command installer, troubleshooter, and personalization layer for the official Tencent IMA skill.
Implement a piece of work based on a spec or set of tickets.
Implement a specification in code.
First-time Archcore setup.
>- Use when this capability is needed.
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use.
Adds multi-language support to Next.js websites with proper SEO configuration including hreflang tags, localized sitemaps, and language-specific content.
> Use when this capability is needed.
Plan → code → review → re-code feedback loop with persistent state across iterations.
| Use when this capability is needed.
Operate JellyCore services in Docker Compose with a safe runbook: start, stop, restart, health-check, inspect logs, and collect diagnostics.
>- Kimi 桌面客户端(Kimi.app,com.moonshot.kimichat)自带一个插件生态:天眼查、同花顺 iFinD、财新数据、标普全球市场财智、恒生聚源、SEC、IMF、世界银行、学术数据库、法律数据库等。
Kimi-K2.5 Writing Skill.
This skill covers hardening managed Kubernetes clusters on EKS, AKS, and GKE by implementing Pod Security Standards, network policies, workload identity, RBAC scoping, image admission controls, and runtime security monitoring.
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encryption, and network isolation.
Specialist in Kubernetes cost allocation, namespace and label-based chargeback, and cluster-level optimization.
Audit Kubernetes cluster security posture against CIS benchmarks using kube-bench with automated checks for control plane, worker nodes, and RBAC.
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations, privilege escalation risks, and deviations from security best practices.
Implement Kubernetes network segmentation using Calico NetworkPolicy and GlobalNetworkPolicy for zero-trust pod-to-pod communication.
Use this skill whenever a user wants to onboard, deploy, install, or operate kubernetes-ontology; set up its Helm chart, release CLI, daemon, or topology viewer; run Kubernetes topology queries; diagnose Pod or Workload failures with AI-agent workflows; or connect human visual troubleshooting to the CLI and HTTP API.
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policies, and secrets.
Expert Kubernetes Specialist with deep expertise in container orchestration, cluster management, and cloud-native applications.
Land and deploy workflow.
>- Use when this capability is needed.
Use when authoring eval datasets, writing evaluators, running evals against a LangChain / LangGraph / DeepAgents project, comparing eval results between runs, or writing unit/integration tests for an agent.
Use when starting work on any LangChain / LangGraph / DeepAgents project.
Build LangChain chains, agents, and tool integrations with scaffolding, validation, and template generation.
Router for LangChain, LangGraph, and Deep Agents skills.
LazyDocker is a terminal UI for Docker and Docker Compose that provides container management, log viewing, resource monitoring, and image inspection through a keyboard-driven interface.
>- List project-scoped local histories without reconstructing ad hoc rg, stat, discovery, schema introspection, filtering, de-duplication, t…
>- Use when this capability is needed.
Grill me about specs for the workflows I want to build, within this workspace.
Expert ML engineer specializing in MLOps, ML platform design, distributed training, model optimization, and production ML systems.
Design and implement a complete ML pipeline for: $ARGUMENTS Use when this capability is needed.
>- Diagnose the actual source of disk pressure, reclaim only approved space, and prove that the cleanup did not damage user data or co-resident services.
Test email sending locally using Mailpit with .NET Aspire.
When the user wants to audit, review, or diagnose SEO issues on their site.
>- Run a comprehensive, evidence-based health check of this Claude Code skills marketplace repo using a parallel fan-out Dynamic Workflow.
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "develop MCP tools", "implement MCP resources", or discusses building something with the Model Context Protocol.
> Use when this capability is needed.
Authoritative reference for building MCP (Model Context Protocol) servers in Go using the official Anthropic+Google SDK.
Patterns pour construire ses propres MCP servers (Model Context Protocol) — outil pour exposer des capabilities custom à Claude Code.
> Transform raw meeting transcripts into comprehensive, evidence-based meeting minutes through iterative review.
Microsoft.Extensions.Options patterns including IValidateOptions, strongly-typed settings, validation on startup, and the Options pattern for clean configuration management.
Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model fine-tuning (SFT/DPO/RFT).
>- Use when this capability is needed.
Migrate test files from `as` type assertions to @total-typescript/shoehorn.
Build responsive email templates using MJML markup language.
Use quando precisar implementar features mobile (React Native, Flutter, Swift, Kotlin), configurar builds, resolver problemas de plataforma ou adaptar UI para mobile.
>- Use when this capability is needed.
Use at session start and before running shell commands involving Python, Node.js, file search, or HTTP requests.
Guides C++ code toward modern idioms (C++20/23/26).
Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns.
Configures Python projects with modern tooling (uv, ruff, ty).
Modern Python toolchain substrate.
> Use when this capability is needed.
Configures mewt or muton mutation testing campaigns — scopes targets, tunes timeouts, and optimizes long-running runs.
Edit PDFs with natural-language instructions using the nano-pdf CLI.
NestJS-specific implementation patterns for DDD, Hexagonal Architecture, and CQRS.
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling Use when this capability is needed.
Baseline guidance for App Router apps.
> Use when this capability is needed.
Use when working on Odoo 19 server-side code or backend tests: Python models, ORM recordsets, fields/decorators, domains, SQL/cache, `__manifest__.py`, XML/CSV data, ACLs/rules, `sudo`, controllers, `@route`, `ir.cron`, JSON-2/XML-RPC, QWeb reports, `TransactionCase`, `HttpCase`, `Form`, tours, `start_tour`, or `--test-tags`.
YC Office Hours — two modes.
Use when helping someone use okdev to initialize, start, inspect, connect to, sync with, troubleshoot, or tear down Kubernetes dev sessions, including manifest-backed and PyTorchJob workloads.
Agent-driven cold-start onboarding.
This skill should be used when the user asks to "open source this project", "prepare this repository for public release", "make this repo public", "check open-source readiness", "choose a license for this project", or "set up release automation" ahead of a public launch.
>- Switch or repair an OpenClaw instance's model configuration by safely editing openclaw.json.
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who wrote it, author account age/activity, comments, labels, close, land, or maintainer evidence checks.
Write real tests for a function or spec scenario — language-agnostic (TypeScript, Python, C++…).
Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup, resources, context propagation, and API design best practices.
> OSS-Fuzz is an open-source project developed by Google that provides free distributed infrastructure for continuous fuzz testing.
Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security.
Reviews a code target by launching a panel of specialist auditor agents and merging their reports.
Convert markdown files to professional PDF documents with proper Chinese font support, theme system, and visual self-check.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability is needed.
Designer's eye plan review — interactive, like CEO and Eng review.
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational).
Write UI tests for Blazor applications (Server or WebAssembly) using Playwright.
Cache Playwright browser binaries in CI/CD pipelines (GitHub Actions, Azure DevOps) to avoid 1-2 minute download overhead on every build.
Multi-path parallel product analysis that combines Claude Code agent teams and Codex CLI for cross-model test-time compute scaling.
毒舌产品经理技能包,负责需求收集、产品文档编写和迭代更新。
Initialize a brand-new project from scratch with a default full-stack scaffold (Rust core + React Router 7 portal + Docker + Kubernetes).
Scaffold a polyglot library project as TypeScript + Python twin packages under `packages/ts/` + `packages/py/`, with a shared `SPEC.md`, cross-language `tests/parity/fixtures.json`, side-by-side `examples/sdk/` + `examples/api/` documentation, per-package `Makefile`, and a root orchestrator that exposes `make ci`.
Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology.
Configures and runs LLM evaluation using Promptfoo framework.
Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invari…
Python test generation assistant Use when this capability is needed.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Python >=3.10.
When the user wants to design, implement, debug, or scale Python API tests using pytest + requests/httpx.
Pytest com fixtures e parametrize, sem unittest.TestCase Use when this capability is needed.
Deploy a Python project to the target environment.
Prepare Python projects with professional structure, documentation, and tooling.
Systematically QA test a web application and fix bugs found.
This skill should be used when establishing comprehensive QA testing processes for any software project.
Report-only QA testing.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow behavior.
Autonomous "night shift" loop agent for research, testing, documentation, and background tasks using sessions_spawn, exec, Git, and message tools.
> Use when this capability is needed.
React Native mobile patterns, platform-specific code Use when this capability is needed.
> Use when this capability is needed.
Build and manage React Native/Expo mobile apps including project setup, development workflows, and platform-specific guidance.
React Native mobile testing, performance, and release hardening for this repo.
Load when: implementing or reviewing the vendor mobile app (React Native, Expo managed workflow, NativeWind v5).
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation Code review requires technical evaluation, not emotional performance.
Locate root causes of failing regression tests by analyzing code changes, error messages, and test dependencies.
Validates a Clawperator release candidate, creates and pushes an annotated git tag for a specific version and commit, inspects the resulting GitHub Actions release workflows, and prepares the follow-up published-version docs update.
Keep repository documentation, AGENTS.md, and contributor/test guidance aligned with code, design, and product changes.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements Dispatch a code reviewer subagent to catch issues before they cascade.
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo.
| Use when this capability is needed.
Weekly engineering retrospective.
Conduct a retrospective on a coding session.
This skill reviews the current chat session and GitHub Copilot instructions to identify user-reported issues that should become new lessons, detect violations of existing instructions, and update instructions accordingly to prevent future mistakes.
Pre-landing PR review.
Юрист-профессионал по законодательству РФ.
Sharp professional roast-style critique for code, architecture, docs, UI, specs, plans, prompts, or ideas when user asks for brutal feedback.
Generate auto-extraction rules for AI tools.
>- Use when this capability is needed.
Execute and orchestrate external CLI-based agents to delegate subtasks, obtain specialized outputs, or compose multi-agent workflows.
Use this skill when the user asks about rust-libp2p, Rust libp2p, libp2p::SwarmBuilder, NetworkBehaviour, ConnectionHandler, Transport, Peer…
Set up Rust quality gates (cargo check/build, clippy, rustfmt, dead code, unused deps via cargo-machete, doc build, tests) in any Rust repo, wired through `prek` (pre-commit reimagined) with a `check.sh` orchestrator underneath.
| Use when this capability is needed.
One-file-at-a-time Rust quality pass for Citum, using jcodemunch to target the highest-value cleanup.
> Ruzzy is a coverage-guided fuzzer for Ruby built on libFuzzer.
>- You are a SARIF parsing expert.
Static Application Security Testing (SAST) for multi-language codebases.
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting.
>- Use when this capability is needed.
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits.
Guides through Trail of Bits' 5-step secure development workflow.
Perform language and framework specific security best-practice reviews and suggest improvements.
Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns.
Creates language variants of existing Semgrep rules.
This skill should be used when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microservices", "review backend code", "set up GraphQL", "handle database migrations", or "load test APIs".
| Use when this capability is needed.
Run a full SEO, AEO, and LLM discoverability audit on cc4.marketing Use when this capability is needed.
2026 SEO content writing for marketing sites — search intent, on-page structure, keyword research, E-E-A-T, internal linking, and AI Overvie…
Choose the right serialization format for .NET applications.
Test, analyze, or start Docker for the server project Use when this capability is needed.
Start Docker Compose services for local development and testing.
> Use when this capability is needed.
Set up or update repository agent instruction files after installing skills.
Import cookies from your real Chromium browser into the headless browse session.
Configure deployment settings for /land-and-deploy.
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo.
Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes.
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR.
This skill provides comprehensive Shopify store management capabilities through the Shopify Admin GraphQL API.
Package for distribution and inject context into CLAUDE.md/AGENTS.md/.cursorrules.
>- Use when | Required evidence | Do not add by default |.
Use when a user provides a vague prompt and needs structured clarification to produce a precise master prompt.
Use Verify for snapshot testing in .NET.
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing.
Use when a coding task is vague or under-specified.
Turn vague intent into a precise, executable spec in five phases.
Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code does that no document mentions.
Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea into code', 'bootstrap a project', 'I have requirements and need a codebase', or provides a natural-language project specification and expects a complete, runnable repository.
Sprint Flow Skill | 原则 | 说明 | |------|------| | 单一入口 | 用户只需调用 /sprint-flow,自动串联全流程 | | 自动流水线 | 类似 autoplan,自动执行多个阶段 | | 关键节点暂停 | APPROVED 确认…
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
Transcribe audio with StepFun's stepaudio-2.5-asr (released 2026-04, verified 2026-04-23).
Generate Chinese / Japanese speech with stepaudio-2.5-tts (released 2026-04, verified 2026-04-23).
Use when executing implementation plans with independent tasks in the current session Execute plan by dispatching a fresh implementer subagent per task, a task review (spec compliance + code quality) after each, and a broad whole-branch review at the end.
Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin checks.
| Use when this capability is needed.
Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md.
系统化调试 bug:观察 → 假设 → 验证 → 修复。
Test-driven development.
Access a personal Telegram account's messages and chats via MTProto (Telethon).
Terraform IaC management skill.
> Failure patterns from real deployments.
**WORKFLOW SKILL** — Write and run Terraform tests (.tftest.hcl).
Write integration tests using TestContainers for .NET with xUnit.
> Generate and maintain Claude Code skills from the Trail of Bits Testing Handbook.
Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.
Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker (edges as text in one file per ticket locally, or native blocking links on a real tracker).
>- 适用于 TokenKey fork of sub2api。
Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward TON without gas checks.
When no existing engineering tool fits the problem, the fabricator creates a new one from scratch.
Builds and queries multi-language source and binary code graphs for security analysis.
Runs a Trailmark structural review gate over a branch, pull request, fix commit, release diff, or git ref range to detect new entrypoints, new tainted paths, removed validation or authorization calls, privilege-boundary drift, blast-radius growth, complexity growth, and newly reachable sensitive sinks.
Runs full Trailmark structural analysis by building a graph, running `preanalysis()`, and reporting hotspots, taint, blast radius, privilege boundaries, attack surface, and version-gated Trailmark 0.4+/0.5+ data such as proxy counts, subgraph edges, type/reference summaries, and entrypoint attributes.
Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared callers and callees, common sensitive sinks, common entrypoint paths, interface implementations, override relationships, type/reference neighbors, and structurally similar nodes.
Manage Trello boards, lists, and cards via the Trello REST API.
>- Diagnose and fix conflicts when Tailscale coexists with proxy/VPN tools on macOS, with specific guidance for SSH access to WSL instances.
UI 提示词设计师技能包,负责根据产品需求文档自动生成原型图提示词。
Use when the user has UI screenshots or design exports that need batch conversion into Vue 3 components, especially with Vant, Element Plus, or Ant Design Vue.
UI/UX design intelligence for web, mobile, and desktop.
Use when working in a git repo that uses git-branchless or stacked-diffs workflow.
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions If you were dispatched as a subagent to execute a specific task, ignore this skill.
Hunts for the other instances of a bug already found — the variants of one root cause across a codebase.
Mutation-driven test vector generation.
Snapshot test email templates using Verify to catch regressions.
Language-specific verification for Python, TypeScript/JavaScript, and Go.
Extract frames or short clips from videos using ffmpeg.
|- Use when this capability is needed.
> Use when this capability is needed.
Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.
Toolkit for interacting with and testing local web applications using Playwright.
Toolkit for interacting with and testing local web applications using Playwright.
提供企业微信智能表格添加记录的正确操作方法,包括不同数据类型的处理格式。
When Whisper (CLI or Python) gets stuck on video files during transcription — output dir stays empty, process runs at low CPU/memory with no…
Archive WPS/KDocs public documents with source fidelity.
Update, Synchronize, and Generate documentation for this repository.
Writes and reviews structured Lean 4 proofs and designs Lean libraries following Mathlib conventions.
Use when you have a spec or requirements for a multi-step task, before touching code Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste.
> Wycheproof is an extensive collection of test vectors designed to verify the correctness of cryptographic implementations and test against known attacks.
X (Twitter) integration for FFT_nano.
Search X posts and get Grok-grounded summaries via the local x-search CLI.
Use this skill any time a spreadsheet file is the primary input or output.
> Write detection rules that catch malware without drowning in false positives.