fix 代码验证
Use when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
设计模式、系统设计 · 1245 个 Skill
Use when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.
Use when you need to run tests for React core.
Use when you want to validate changes before committing, or when you need to check all React contribution requirements.
Quick reference for n8n patterns.
>- Guide for adding new ESLint rules to packages/@n8n/eslint-plugin-community-nodes/.
Create Linear tickets or GitHub issues following n8n conventions.
Creates GitHub pull requests with properly formatted titles that pass the check-pr-title CI validation.
Guidelines on using Design System styles and components.
Add OAuth2 credential support to an existing n8n node — creates the credential file, updates the node, adds tests, and keeps the CLI constan…
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。
Build persistent multi-agent operating systems on Claude Code.
Search existing local, marketplace, GitHub, and web skill sources before creating a new skill.
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Analyze the current branch diff against dev, plan integration tests for changed frontend pages/components, and write them.
Behavioral guidelines to reduce common LLM coding mistakes.
Build AI agents on Cloudflare Workers using the Agents SDK.
Refactor high-complexity React components in Langflow frontend.
Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities.
Guide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK).
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 for performing Chromium version upgrades in the Electron project.
Guide for performing Node.js version upgrades in the Electron project.
| You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
| You are an expert at composing professional, effective business emails.
| 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.
| You are a senior UX Designer with deep expertise in user-centered design, research methodologies, information architecture, and interaction design.
React composition patterns that scale.
Generates Angular code and provides architectural guidance.
FastAPI best practices and conventions.
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.
Remove signs of AI-generated writing from text.
Automated semantic versioning and release workflow for Claude Code plugins.
Prime a codebase by reading every source file in full.
Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline.
Build or extend LobeHub Agent Signal pipelines for background or quiet agent work driven by event sources, semantic signals, and action handlers.
> Respond terse like smart caveman.
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
> Write code review comments terse and actionable.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
MUST USE for ANY git operations.
Comprehensive guide for developing in the Astro monorepo.
Review RTK Rust code for idiomatic simplification.
Knowledge about the presentation slide format, weight system, navigation, and section structure Knowledge about how the presentation at presentation/index.html is structured.
Knowledge about CSS classes, component patterns, and syntax highlighting in the presentation CSS classes and HTML patterns used in presentation/index.html.
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator name: adaptive-coordinator type: coordinator color: "#9C27B0" description: Dynamic topology switching coordinator with self-organizing swarm patterns and real-time optimization priority: critical; runs on Python.
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 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 automation-smart-agent - invoke with $agent-automation-smart-agent name: smart-agent type: automation description: Intellige…
Agent skill for code-analyzer - invoke with $agent-code-analyzer description: "Advanced code quality analysis agent for comprehensive code r…
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…
> Spawn and coordinate agents for complex multi-agent tasks.
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 github-modes - invoke with $agent-github-modes name: github-modes description: Comprehensive GitHub integration modes for wo…
Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder name: sparc-coder type: development description: Transf…
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 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 repo-architect - invoke with $agent-repo-architect name: repo-architect description: Repository structure optimization and m…
Agent skill for researcher - invoke with $agent-researcher name: researcher color: "#9B59B6" description: Deep research and information gath…
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 sona-learning-optimizer - invoke with $agent-sona-learning-optimizer name: sona-learning-optimizer description: SONA-powered…
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 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 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 v3-security-architect - invoke with $agent-v3-security-architect name: v3-security-architect version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Security Architect responsible for complete security overhaul, threat modeling, and CVE remediation planning.
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Implement persistent memory patterns for AI agents using AgentDB.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Query AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/search Query and manage AgentDB through the controller bridge.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Use agentic-jujutsu when you need: npx agentic-jujutsu const { JjWrapper } = require('agentic-jujutsu'); const jj = new JjWrapper(); // Basic operations
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
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.
UX designer and UI specialist.
Create, update, or validate a product brief.
AI job search command center -- evaluate offers, generate CVs, scan portals, track applications Determine the mode from $mode: | Input | Mode | |-------|------| | (empty / no args) | discovery -- Show command menu | | JD text or URL (no sub-command) | auto-pipeline |
Conducts multi-axis code review.
Simplifies code for clarity.
Optimizes agent context setup.
Builds production-quality UIs.
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
Breaks work into ordered tasks.
Creates specs before coding.
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues.
Write TypeScript and JavaScript code following Metabase coding standards and best practices.
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.
Use this skill when creating or controlling sprite animations in Phaser 4.
Browser automation CLI for AI agents.
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs.
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale.
Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.
Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Create employment contracts, offer letters, and HR policy documents following legal best practices.
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Design and implement microinteractions, motion design, transitions, and user feedback patterns.
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns.
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration.
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies.
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.
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns.
Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development.
Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies.
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries.
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks.
Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns.
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development.
Comprehensive Claude Code self-assessment and learning path advisor.
Browser automation CLI for AI agents.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
Install, update, trust, or inspect DeepSeek skills from GitHub or local skill folders.
| Patterns for adding safety, trust, and policy enforcement to AI agent systems.
| Patterns for self-improvement through iterative evaluation and refinement.
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product.
Produce a .xlsx file on disk (headless) instead of driving a live Excel workbook — for managed-agent sessions with no open Office app.
React and Next.js performance optimization guidelines from Vercel Engineering.
Comprehensive best practices for React Native and Expo applications.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.
Performs discounted cash flow (DCF) valuation analysis to estimate intrinsic value per share.
A general-purpose academic paper writing tool — 12-agent pipeline covering all disciplines, with higher education domain as the default refe…
Multi-perspective academic paper review with dynamic reviewer personas.
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize.
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.
CSS animation adapter patterns for HyperFrames.
Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML.
Activate brainstorming mode for collaborative discovery and creative problem-solving.
Activate ultra-compressed output mode for maximum token efficiency.
Implements Manus-style file-based planning to organize and track progress on complex tasks.
Implements Manus-style file-based planning to organize and track progress on complex tasks.
基于 Manus 风格的文件规划系统,用于组织和跟踪复杂任务的进度。
Analyze code changes on the current branch and recommend updates to AGENTS.md files that have become stale.
Apply VueUse composables where appropriate to build concise, maintainable Vue.js / Nuxt features.
| You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human.
Browser automation CLI for AI agents.
Guide for working with Wave Terminal's WPS (Wave PubSub) event system.
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.
Generate self-contained HTML architecture diagrams.
Personalized 1-on-1 AI tutor.
Create effective data visualizations with Python (matplotlib, seaborn, plotly).
Generate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis.
Create structured interview plans with competency-based questions and scorecards.
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.
Review a contract against your organization's negotiation playbook — flag deviations, generate redlines, provide business impact analysis.
Design systems, services, and architectures.
| 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.
你正处于一个高绩效文化的团队中。
Create a new Agent Zero agent profile (subordinate).
Technical interview preparation expert for algorithms, system design, and behavioral questions A seasoned engineering hiring manager and interview coach with deep experience across algorithm challenges, system design rounds, and behavioral assessments at top technology companies.
Project management expert for Agile, estimation, risk management, and stakeholder communication A certified project management professional with deep experience leading software projects using Agile methodologies, managing cross-functional teams, and delivering complex products on schedule.
CI/CD reference for Megatron-LM.
>- This skill is split into two layers: Do not try to apply the figure logic from memory or from this router.
This skill is split into two layers: Do not try to apply the polishing 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.
> Scan and audit AI agent skills for security risks before installation.
Create a simple PR from staged changes with an auto-generated commit message Follow these steps to create a simple PR from staged changes: Run: git status Verify that all changes have been staged (no unstaged changes).
Process video subtitles — transcribe speech, optimize/translate text, burn styled subtitles into video.
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
Security auditing for code, configs, and infrastructure.
> Keeps AGENTS.md Auto-invoke sections in sync with skill metadata.
'Implement network segmentation based on the Purdue Enterprise Reference Classify all network assets and data flows according to the Purdue Model hierarchy.
Automatically detect source types and build AI skills using Skill Seekers.
Structured methodology for comprehensive literature review following PRISMA guidelines.
One-time onboarding for the executive/manager commitment workflow — delegation-heavy, meeting prep, decision capture, morning and evening di…
Cross-chain DeFi portfolio discovery, rebalancing suggestions, and NEAR Intent construction.
| A practical guide for building cross-platform applications with Flutter 3 and Dart.
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.
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
Check whether a proposed method/idea has already been done in the literature: $ARGUMENTS Given a method description, systematically verify its novelty: For EACH core claim, search using ALL available sources: Call REVIEWERMODEL via Codex MCP (mcpcodex__codex) with xhigh reasoning: config: {"modelreasoningeffort": "xhigh"}
Verify research idea novelty against recent literature.
Assess patentability of: $ARGUMENTS Adapted from /novelty-check for patent legal standards.
Get a multi-round patent examiner review of the patent application based on: $ARGUMENTS Adapted from /research-review.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
Orchestrate Unity Editor via MCP (Model Context Protocol) tools and resources.
**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.
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.
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefront API integrations for headless storefronts.
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints.
Generates publication-quality figures for ML papers from research context.
End-to-end bug fix workflow for the Exposed project.
IDA Pro Python scripting for reverse engineering.
Create a minimalist marketing plan focused on building an audience through content, not ads.
Guide building a minimum viable product the minimalist entrepreneur way — manual first, then processized, then productized.
Validate a business idea using the minimalist entrepreneur framework.
Scan agent skills for security issues.
A skill to calculate grocery prices with country-specific taxes.
> SERP-overlap-driven keyword clustering for content architecture.
Analyze, explore, clean, and visualize datasets with statistical rigor.
Remove AI writing patterns from prose.
UI/UX design intelligence.
>- Use when the user wants a shareable assessment:.
> Follow the workflow below exactly.
> Remove or quiet a community skill after install.
> for evaluating whether the skill fits the user's team and workflow, and whether it duplicates something already installed) This QA check runs automatically as part of /legal-builder-hub:skill-installer.
Manage your NewsBlur from the terminal.
把一篇文章或口播稿,做成"看起来像视频"的点击驱动 16:9 网页演示,可选合成口播音频。
Create, extract, or update a skill.
Create a feature branch and open a pull request for the current changes.
Generate properly-formatted SKILL.md files from extracted architectural patterns.
Browser automation CLI for AI agents.
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference.
LinkedIn Ads deep analysis for B2B advertising.
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
Install Codex skills from curated sources or GitHub paths.
Structural refactoring pass on changed code.
<!--zh 技能安全审查(Skill Vetter) 安装任何技能之前,必须先执行此审查流程。
Expert guide for designing and building high-quality skills from scratch through structured conversation.
> Run all three phases of agent integration in a single session.
Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, class diagram, network diagram, mockup, wireframe, or UI sketch, or mentions draw.io, drawio, drawoi, .drawio files, or diagram export to PNG/SVG/PDF.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Integrates with RuVector's Q-learning and vector memory for improved performance.
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。
This skill should be used when the user asks to create a new skill, repair an existing skill, improve trigger descriptions, reorganize skill structure, or make a Claude skill more reusable and internally consistent.
This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix skill issues", "implement skill recommendations", or mentions applying improvements from quality review reports.
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.
Agent Orchestration Rules When the user asks to implement something, use implementation agents to preserve main context.
Agentic Workflow Pattern Standard multi-agent pipeline for implementation tasks.
Guide for integrating Agentica SDK with Claude Code CLI proxy Use this skill when developing or debugging the Agentica-Claude proxy integration.
Reference guide for Agentica multi-agent infrastructure APIs Complete API specification for Agentica multi-agent coordination infrastructure.
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity Write prompts that Agentica agents reliably follow.
Agentica server + Claude proxy setup - architecture, startup sequence, debugging Complete reference for running Agentica SDK with a local Claude proxy.
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
Build and run LLM-powered data processing pipelines with DocETL.
Browser automation CLI for AI agents.
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).
Use this skill when delegating a subtask to a sub-agent, spawning a parallel worker, or handing off work across sessions.
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review Comprehensive, methodical auditing t…
Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages Multi-stage pipeline for deep content an…
GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode GitHub Copilot CLI (GA since Feb 2026) serves as an optional provider in the Claude Octopus multi-LLM ecosystem.
Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.
Debug issues methodically — use when stuck on errors, test failures, or unexpected behavior NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST…
Present options with trade-offs for informed decision-making — use when choosing between approaches Structured approach to presenting option…
Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries Generate professional slide decks…
Reverse-engineer design systems, tokens, and components from live products or screenshots The extract skill provides comprehensive reverse-engineering capabilities for design systems and product architectures.
Run a full build-and-ship pipeline from a spec — use for hands-off project generation DO NOT call Skill() again.
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done This generated Codex skill preserves an enforced…
Lock in user goals upfront and validate outputs against them — use to prevent scope drift The intent contract creates a persistent record of…
Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage Cross-session issue tracking for persistent…
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work DISCOVER DEFINE DEVELOP DELIVER (prob…
Pick up where you left off from a previous session — use after context resets, compaction, or new conversations Restore context from a previ…
How to handle code review feedback — verify before implementing, push back when wrong, never agree blindly Code review requires technical ev…
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert Safely rollback to a previous checkpoint wh…
URL validation and content sanitization for untrusted sources — use when handling external input safely This skill defines security patterns…
Review code in two passes: spec compliance then quality — use for thorough PR or feature reviews This generated Codex skill preserves an enf…
Show where you are in the workflow and what to do next — use for progress checks and orientation Display current project status, roadmap pro…
Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration Act as a creative thought partner who hel…
Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs Systematic approach to processing im…
Create Excalidraw diagram JSON files that make visual arguments.
Authoritative ato authoring and review skill: language reference, stdlib, design patterns, and end-to-end board design workflow.
LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and discover/debug ConfigFlags.
How FabLL (faebryk.core.node) maps Python node/trait declarations into the TypeGraph + instance graph, including field/trait invariants and instantiation patterns.
Frontend standards for atopile extension webviews: architecture, contracts, design system, and testing workflow.
How the Faebryk component library is structured, how `_F.py` is generated, and the conventions/invariants for adding new library modules.
Spec-driven planning for complex design tasks: when to plan, how to write specs as .ato files, and how to verify against requirements.
How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add ne…
Excel 数据分析多步编排器。
Trigger: improve skills, audit skills, refactor skills, skill quality.
Remult patterns - entities, fields, repo() usage, lifecycle hooks, permissions (allowApi + apiPrefilter), upsert, customFilter, sqlExpression, ValueList enums, relations.
Analyze a qlty pull request (or the current branch) for backwards-incompatible behavior changes.
Create a draft pull request targeting develop.
Run, monitor, resume, merge, and debug Ralph loops.
Create business process diagrams using PlantUML syntax with BPMN, EIP, and Lean Mapping stencil icons.
In-depth guide to Factory, a container-based dependency injection system for Swift and SwiftUI.
小说写作技法 - 当需要逐章执笔创作小说正文时触发。
小说章节审核 - 当需要校对、审核小说章节质量时触发。
小说架构设计 - 当用户需要设计小说大纲、人物档案、世界观、伏笔台账时触发。
Captures learnings, errors, and corrections to enable continuous improvement.
Shared hard rules enforced across all squad agents Every squad agent must follow these two hard rules.
万悟平台 SSE 子会话递归嵌套与三明治序列渲染架构指南。
处理 BK-CI Agent 构建机侧能力时使用,例如守护进程、心跳、Ask 轮询、任务拉起、升级更新和与 Dispatch/Worker 的协作。
Terminal session manager for AI coding agents.
Automate the full hoverfly release process — version bump, GitHub release, wait for CI, trigger Homebrew update.
Work on an issue or PR - implement changes, add tests, update docs, lint, add bump file, and create a PR You are given an issue or external PR to implement.
Guides through the complete Vorta release process - version bump, translations, git tag, GitHub release, PyPi, and macOS builds.
Browser automation CLI for AI agents.
Best practices for Flask web development including routing, blueprints, and testing.
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
Git bisect to find the first bad commit by running a test command.
Amend a git commit further back in the history.
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).
用于 Java 后端面试出题;优先围绕 Java 核心、MySQL、Redis、Spring 与项目实战,追问设计取舍、故障处理和性能优化。
Provides web exploitation techniques for CTF challenges.
'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.
通用中国专利挖掘发现与交底书生成全流程:扫描项目文档挖掘专利点、讨论融合、基于脱敏模版生成技术交底书、联网查新、生成后自检含逻辑闭环与公式参数一致性。
Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming.
| 我是童锦程,大家叫我景辰,也叫我"深情祖师爷"。
HTML原型转Unity UGUI界面生成管线。
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization.
Meta-skill for creating new Claude Code skills with configurable execution modes.
Iterative skill tuning via execute-evaluate-improve feedback loop.
Universal skill diagnosis and optimization tool.
Find and set up coding practice problems tailored to your weak areas, then create local files so you can solve them right away.
> Build a custom multi-agent collaboration team on OpenClaw — step by step, with correct architecture, workspace files, routing config, and…
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.
Release skills to ClawhHub through the full publication pipeline — auto-scaffolding, OPSEC scan, dual review (agent + user), force-push rele…
코드 리뷰 — 버그, 로직 오류, dead code 검출 Review the specified file(s) or current git diff for bugs, logic errors, and dead code.
Persistent memory system for Claude Code.
>- Run isolated E2E tests in devcontainer.
>- Implement a feature following TDD workflow.
>- Enforce the skillshare design system across the two frontends.
Evaluate Agent Skill design quality against official specifications and best practices.
小红书相关操作,覆盖账号定位、选题研究、内容生产、发布执行与复盘修复的小红书全链路运营技能。
> /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.
Refine, create, or retire your own skills based on recurring patterns from past sessions You are evolving your own skills.
Use when a test fails and you need to diagnose the root cause.
Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the 500-line rule and progressive disclosure Automatically activates when you mention: handling.
Create a git commit.
代码审查和质量分析技能。
文件管理技能。
Create skills by learning from high-quality GitHub projects When users want to accomplish something, search GitHub for quality projects that solve the problem, understand them deeply, then create a skill based on that knowledge.
专业的Seedance 2.0平台AI视频脚本和分镜生成器。
Prepare a psd-tools release: update changelog, open release PR.
Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.
Emulated Slack API for local development and testing.
Commit changes in the oasdiff repo, running required pre-commit steps first NEVER push directly to main.
Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description.
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
Navigate e-commerce sites to extract products, pricing, categories, and inventory.
Update existing skills based on feedback.
PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling - Brought to you by microsoft/hve-core Generates, updates, and manages PowerPoint slide decks using python-pptx with YAML-driven content and styling definitions.
> 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.
How to contribute to the Trezor Suite code style guide, including issue proposals and pull request workflows.
> Review a Java OpenInference instrumentation package against the project's established patterns and conventions.
Use when building or maintaining a personal LLM-powered knowledge base.
Use when a repo skill fails, produces errors, gives wrong instructions, or references stale information.
Branch, commit the code, push it, and make a PR When the code is done and is not building on existing commits:
浏览器自动化执行工具。
Scaffold a new ClawBio skill from a spec file (JSON/YAML) or interactively — generates SKILL.md, Python skeleton, tests, and updates catalog…
Create git commits with user approval You are tasked with creating git commits for the changes made during this session.
cp -r knowledge/skills/.template knowledge/skills/your-skill-id vim knowledge/skills/your-skill-id/SKILL.md bash scripts/validate-skill.sh y…
Generate AI images using Gemini or GPT APIs directly.
Track and improve skill effectiveness over time using VOYAGER-style skill library patterns.
Use this skill when working with Spartacus Server-Side Rendering (SSR).
Produces a structured brainstorm: goals, constraints, risks, options, recommendation, and acceptance criteria.
Applies tests-first discipline (red/green/refactor) and adds regression tests for bugs.
Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with verification (prefer TDD) -> review -> finish.
> 你是一位精通紫微斗数的专业命理师,默认采用主流三合派排盘口径,并吸收飞星派在四化分析上的实用方法。
Test skill for SDK skill integration.
Scan agent skills for security issues.
> Automated pipeline: session analysis -> duplicate check -> skill creation.
Universal consolidation & audit skill for Claude Code 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.
Behavior-driven UI testing patterns.
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。
> | 全称 | China Health and Retirement Longitudinal Study (中国健康与养老追踪调查) | | 官网 | https://charls.pku.edu.cn/ | | 覆盖 | 全国 150 县级单位、450 社区,45 岁以上…
Complete plugin development workflow: build, test, icon, troubleshoot, and setup.
Scan Clawdbot and MCP skills for malware, spyware, crypto-miners, and malicious code patterns before you install them.
Security-first skill vetting for AI agents.
Create, design, and package Clawdbot skills.
This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines.
When the user wants to design, optimize, or audit carousel/slider layouts for content display.
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.
You are Patent Architect, a senior patent engineer specializing in AI systems, XR devices, and software-hardware co-design.
Perform a filtered search on CNKI using the old-style advanced search interface (only interface with source category checkboxes).
Commit all changes, push to a new branch, and create a pull request using the repo's PR template.
Develop STM32 firmware on CubeMX-generated HAL projects, including peripheral configuration, BSP driver structure, interrupt-safe code, and hardware-aware troubleshooting.
MX Space project Zod schema patterns.
>- 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。
Generate AI videos with Google Veo, Seedance 2.0, HappyHorse, Wan, Grok and 40+ models via inference.sh CLI.
Benchmark AI skill effectiveness by measuring implementation quality against legacy constraints.
Automatic solved-to-skill compiler — detects novel task completions and autonomously drafts new SKILL.md files.
Autonomous skill lifecycle manager.
Self-evolving skill system.
Meta-skill for evolving other skills.
> Follow this sequence when creating any automation: If your change affects entity IDs or cross-component references — renaming entities, re…
Create and manage Claude Code skills following Anthropic best practices.
Competitive landscape research with positioning maps Thin wrapper that routes competitive analysis research requests to the analyze-agent.
Grant budget spreadsheet generation with forcing questions.
Route design consultations to domain-specific design partner agents Thin wrapper that routes design consultation requests to domain-specific design partner agents.
Generate YC-style investor pitch decks in Typst Thin wrapper that routes pitch deck generation requests to the deck-agent.
Pitch deck planning with interactive template, content, and ordering selection Interactive pitch deck planning skill that gathers user preferences (pattern, theme, content, ordering) via AskUserQuestion pickers before delegating plan generation to deck-planner-agent.
Pitch deck content research through material synthesis Thin wrapper that routes pitch deck research requests to the deck-research-agent.
In-place DOCX editing routing to docx-edit-agent Thin wrapper that routes in-place DOCX editing requests to the docx-edit-agent, which edits documents using SuperDoc MCP with optional Word AppleScript integration for zero-friction workflow.
Implementation skill for R-based epidemiology analysis.
Research skill for epidemiology study design and analysis planning.
Implementation skill for R-based epidemiology analysis Routes epidemiology implementation tasks to epidemiology-implementation-agent.
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.
Spreadsheet to table conversion routing Thin wrapper that routes spreadsheet-to-table operations to the filetypes-spreadsheet-agent.
Financial analysis and verification for founders Thin wrapper that routes financial analysis requests to the finance-agent.
Financial analysis with forcing questions and spreadsheet generation Thin wrapper that routes financial analysis research requests to the financial-analysis-agent.
Coordinate formal reasoning research across logic, math, and physics domains.
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.
Cost breakdown spreadsheet generation with forcing questions Thin wrapper that routes cost breakdown spreadsheet requests to the founder-spreadsheet-agent.
Funding landscape analysis with funder portfolio mapping.
Create scoped git commits for task operations.
Grant proposal research and drafting with funder analysis.
Execute general implementation tasks following a plan.
Run Lean build with automatic error repair for missing cases, unused variables, and unused imports Direct execution skill for automated Lean build repair.
Implement Lean 4 proofs and definitions using lean-lsp tools.
Research Lean 4 and Mathlib for theorem proving tasks.
Contract review and legal analysis for founders Thin wrapper that routes contract review requests to the legal-council-agent.
Research mathematical logic tasks using domain context and codebase exploration.
Market sizing research with TAM/SAM/SOM framework Thin wrapper that routes market sizing research requests to the market-agent.
Research mathematical tasks using domain context and codebase exploration.
Investor meeting note processing and CSV tracking Thin wrapper that routes investor meeting note processing requests to the meeting-agent.
Interactive system builder.
Implement Neovim configuration changes from plans.
Conduct Neovim configuration research using plugin docs and codebase exploration.
Implement Nix configuration changes from plans.
Conduct Nix/NixOS/Home Manager research using MCP-NixOS, web docs, and codebase exploration.
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.
Research physics formalization tasks using domain context and codebase exploration.
Create phased implementation plans from research findings.
Presentation extraction and slide generation routing Thin wrapper that routes presentation operations to the presentation-agent.
Project research with scope analysis and timeline estimation Thin wrapper that routes project research requests to the project-agent.
Interactive repository analysis and project-overview.md generation via task creation.
Implement Python code.
Manage OpenCode resources - terminate orphaned processes and clean up ~/.opencode/ directory Direct execution skill for managing OpenCode resources.
Conduct general research using web search, documentation, and codebase exploration.
Thin wrapper that delegates plan revision to reviser-agent subagent.
PDF annotation extraction routing to scrape-agent Thin wrapper that routes PDF annotation extraction to the scrape-agent, which extracts highlights, comments, notes, and other annotations from PDF files.
XLSX creation, editing, and analysis routing to sheet-agent Thin wrapper that routes XLSX creation, editing, and analysis requests to the sheet-agent, which manipulates spreadsheets using openpyxl and pandas via Bash.
Interactive critique loop for slide presentations.
Interactive slide planning with narrative arc review and per-slide feedback.
Research talk material synthesis, design-aware planning, and presentation assembly.
Research blockers and spawn new tasks to overcome them, updating parent task dependencies Thin wrapper that delegates blocker analysis to spawn-agent subagent, then handles all state management in postflight: creates new task entries, establishes parent-child relationships, and updates dependencies.
Spreadsheet to table conversion routing Thin wrapper that routes spreadsheet-to-table operations to the spreadsheet-agent.
Atomically update task status across TODO.md and state.json.
Go-to-market strategy research with positioning and channels Thin wrapper that routes GTM strategy research requests to the strategy-agent.
Orchestrate multi-agent implementation with parallel phase execution.
Orchestrate multi-agent planning with parallel plan generation.
Orchestrate multi-agent research with wave-based parallel execution.
Research timeline planning for medical research projects.
Implement web (Astro/Tailwind/TypeScript) changes following a plan.
Conduct web development research using framework docs and codebase exploration.
Implement Z3 constraints.
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…
Validate skill outputs against assertions, diff vs prior eval to flag regressions, file issues for new failures, and queue concrete fixes <!…
| Best practices and workflows for biological image analysis tasks including cell segmentation, image restoration, and spatial data processing.
| A LiveView is an interactive component the agent opens in the Pantheon UI's right sidebar, then drives and observes through the live_view tools.
| nf-core is a community-driven collection of **143+ curated Nextflow pipelines** for bioinformatics.
| Open-ST is an open-source spatial transcriptomics method that captures transcriptome-wide expression at sub-cellular resolution using sequencing-based spatial barcoding on Illumina flow cells.
| Tools and workflows for creating presentations and visual documentation.
| 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, 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.
Provides comprehensive guidance for Rspack bundler including configuration, plugins, loaders, optimization, and Webpack compatibility.
Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking.
<One sentence describing what knowledge this skill provides.> <!-- One sentence: what does this skill help Copilot do?
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
Evaluates agent skills against Anthropic's best practices.
>- Refactor pattern for SKILL.md files where the body is the only thing the agent ever reads.
Guide to analyze a current work session and propose improvements to skills.
Scaffold a new SKILL.md.
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.
Create a pull request following WooCommerce iOS conventions git branch --show-current git log trunk..HEAD --oneline git diff trunk...HEAD --stat
Review code changes against WooCommerce iOS standards Review the current changes for compliance with WooCommerce iOS conventions.
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.
Create or improve skill.
Design the solution and write a technical specification based on requirements analysis.
Compile and build the SkyWalking BanyanDB project.
| Đóng vai Skill Architect — phỏng vấn thông minh để trích xuất quy trình từ đầu người dùng, sinh AI Skill hoàn chỉnh, rồi test và cải thiện…
Scan agent skills for security issues before adoption.
Frontend aesthetics policy.
Detect duplicate code and suggest DRY refactors using jscpd Detect duplicate code across your codebase using jscpd.
Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.
Use when the user wants to set, change, or clear git commit co-authors for pair or mob programming.
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.
Load specific role(s) for focused work.
Discover available skills and subagents.
RED-GREEN-REFACTOR 워크플로우를 강제하는 TDD 개발 스킬 이 스킬은 ForkLore 프로젝트에서 TDD(Test-Driven Development) 워크플로우를 강제합니다.
Iterative skill tuning via execute-evaluate-improve feedback loop.
Audit AI Agent skills for security vulnerabilities including malicious code, remote execution, credential leaks, and supply chain risks.
A meta-skill that silently watches your workflows and automatically generates reusable Hermes skills from them.
Runs SQL queries against the WordPress development database.
Run SnpEff, a variant annotation and effect prediction tool for genomic variants.
Use when doing task A.
Use when doing task B.
Use when doing task C.
Use when consuming optimization artifacts.
> Use when the primary action is "check these things" not "learn patterns":.
> You produce and maintain a tree of SKILL.md files for a library.
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.
Audit Skill() refs; detect hubs, isolates, and dangling targets.
Use when the user asks to review a skill, analyze skill quality, update a skill version, or run a repeatable keep/disable/archive decision loop from real failures instead of abstract best practices.
Evaluate Agent Skill design quality against official specifications and best practices.
McKinsey顾问式问题解决系统。
Improve an open-source GitHub skill and open a friendly suggestion PR upstream: fork, run skill-auto-improver, attach asm eval before/after metrics.
Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review.
Neue Skills in der KI-Anwaltskanzlei installieren: Verfuegbarkeitscheck, Abhaengigkeiten, Konfiguration.
Übersicht und Verwaltung aller installierten Skills: Status, Version, Abhaengigkeiten.
Qualitaet installierter Skills prüfen: Normaktualitaet, Description-Qualitaet, Struktur-Compliance.
> <!-- SELFROUTINGBLOCK_START --> Task routes live in references/self-hosting-routing.yaml.
Create the Visual Interface for audio plugins.
> from rclpy.node import Node from rclpy.qos import QoSProfile, ReliabilityPolicy, HistoryPolicy from std_msgs.msg import String class PerceptionNode(Node): def init(self):; runs on Node.js.
Use when retrieving the most relevant skills from a local or private skill library instead of relying on network-based skill discovery.
Help users discover available skills and help Claudia pick the right one when a request is ambiguous.
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。
Converts Opus-quality skills into deterministic Haiku-executable workflows via trace-driven distillation and cross-model validation.
Use when 需要创建新的 AI Agent 技能、改进已有 SKILL.md 文件、设计技能工作流或不确定技能该如何组织时。
Sync skills between local installation and the GitHub source-of-truth repository.
UI原型工场。
Always and Automatically improve skills after each use by capturing learnings and anti-patterns After ANY skill is used, this meta-skill triggers to: After using a skill, note: Ask these questions: | Category | Where to Add | Example | | ----------------- | -------------------------- | ---------------------------- | makes outbound network calls.
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.
Create and manage Claude Code skills following Anthropic best practices.
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:…
Create or edit skills with proper structure, task tracking, and naming conventions Create new skills or edit existing ones.
| Design tests, run them, grade results, evaluate description triggering, produce actionable report.
Brief description of what this skill enables.
Product research for dropshipping businesses.
| harness 오픈소스의 6-Phase 스킬 생성 워크플로우를 MoAI cowork-plugins 컨텍스트에 맞게 변환한 스킬입니다.
Evaluates and optimizes skill file quality using 8 content patterns and 9 editing principles.
| skill-builder로 생성된 스킬 또는 기존 스킬의 품질을 검증합니다.
Post a `lifinance/contracts` pull request to `#dev-sc-review` and enable auto-merge (squash).
Review skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, required sections, and repo conventions.
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
>- Run isolated E2E tests in devcontainer.
>- Implement a feature following TDD workflow.
>- Enforce the skillshare design system across the two frontends.
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
Multi-stage rebuttal analysis skill for RebuttalStudio.
A meta-skill that silently watches your workflows and automatically generates reusable Hermes skills from them.
Help turn ideas into fully formed plans through collaborative dialogue.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
短剧制作技能。
Lifecycle guard.
> 为用户提供的研究选题撰写符合顶级期刊标准的文献综述(Literature Review)部分。
Apply consistent Material Design UI theming in Egroo using MudBlazor.
> Scan and audit AI agent skills for security risks before installation.
> The agent validates skill packages for structure compliance, tests Python scripts for syntax and stdlib-only imports, and scores quality across four dimensions (documentation, code quality, completeness, usability) with letter grades and improvement recommendations.
AI-powered code review via roborev.
Tracks skill usage patterns, edit frequency, and success rates to suggest improvements and optimizations.
面向 Web/JS 逆向中的纯算、验证码纯算、复杂 header/cookie 签名、混合加密、JSVMP/VMP、Wasm、PoW、响应解密、指纹与 challenge 参数还原工作流。
IDA Pro 逆向分析。
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.
自主学习型测试文档生成器。
STM32 + FreeRTOS 嵌入式开发专家。
Compare multiple strategies or directions (long vs short vs both) on the same symbol.
> the digital-chip-design-agents:fpga-orchestrator agent and pass the full user request and any available context.
Load and performance testing skill using Apache JMeter, covering test plans, thread groups, assertions, listeners, timers, and distributed testing.
>- Rules and patterns for the Envilder website's pure CSS design system.
Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases This skill ensures comprehensive, complete implementation of complex tasks without shortcuts.
Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets manageme…
Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottlenecks, critical failure points, and redesign opportunities.
세션 종료 시 Memory, Handoff를 자동 정리.
Audit all outdated dependencies with detailed research on changelogs, breaking changes, bug fixes, and deprecations.
Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments.
| 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.
BoltzGen is an all-atom diffusion model that generates antibody, nanobody, and de novo miniprotein backbones conditioned on a target structure and a set of binding (hotspot) residues.
Standard display formats for all campaign output.
Picking the wrong design strategy on a novel target wastes a GPU day.
Protenix v1 is an AF3-class structure prediction model (368M parameters) for proteins, complexes, and protein-ligand systems.
You are an expert at designing de novo protein binders using PXDesign.
學術研究的 Idea 產生技能——從發散到收斂,系統化地產出高品質研究構想。
| 你是一位擅长信息可视化的设计师,能把文字描述转化为设计精美、布局清晰的图表 HTML 文件。
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.
解析需求文档和需求分析结果,生成高质量测试用例。
Parse requirement and analysis files, then generate high-quality test cases.
需求分析与确认(阶段一)。
Universal prompt engineering techniques for any LLM.
worktreeでの開発完了後、PR作成と同時にworktreeを自動的にクリーンアップします。
UI/UX design intelligence.
UI/UX design intelligence.
>- Build heads-up display dashboards that monitor AI coding agents in real-time.
嵌入式C语言编码规范,适用于安全关键嵌入式系统。
Fan-out search across all memory sources when context is unclear or vaguely referenced.
Comprehensive Terraform Infrastructure as Code skill covering resources, modules, state management, workspaces, providers, and advanced patt…
Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, m…
Query the Dimensions Analytics API using the dimcli CLI tool.
PostgreSQL Table Design workflow skill.
Linux kernel development skill grounded in local references/labs and references/lectures materials.
通用分支与特性目录管理Skill.
Generate structured PR review comments using Claude Code agents and post them to GitHub.
Product interrogator.
Single source of truth for all paths, naming conventions, and data formats across the OpenClaw Greek Accounting system.
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing This skill enables the use of Codex CLI for code analysis, refactoring, and automated editing tasks.
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.
MCP server tools for creating and managing MESS physical-world task requests.
PDF processing: extraction, text mining, form filling, manipulation, OCR integration This skill provides tools for PDF processing, including text extraction, mining, form filling, manipulation, and OCR integration, to handle document workflows efficiently.
Fast local search for markdown files, notes, and docs using qmd CLI.
Modern RDKit workflows for cheminformatics, including molecular fingerprints, drawing, and property calculations.
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.
SNS posting patterns and strategy
Teya payment integration guide covering POSLink (cloud-based terminal integration), All-In-One (single-device Android), E-Commerce APIs (hosted checkout, payment links), and Payments Gateway.
Trace design decisions and concepts through session history, handoffs, and git.
Lightweight voice MCP server with local Moonshine STT + Kokoro TTS Vox is a lightweight voice MCP server (~1,500 lines of Rust) providing local text-to-speech (Kokoro) and speech-to-text (Moonshine Base) via the MCP protocol.
Fast, semantic, and hybrid code search tool.
Expert business planning consultant for creating comprehensive, investor-ready business plans from scratch or refining existing plans.
Scaffold a Next.js project with App Router, TypeScript, Tailwind CSS, and opinionated defaults.
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 — Implement features using the senior-developer agent You are executing the /erne-code command.
ERNE — Systematic diagnosis of bugs using the performance-profiler agent You are executing the /erne-debug command.
ERNE — Manual skill generation — runs continuous-learning-v2 scripts to extract patterns from session You are executing the /erne-learn comm…
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,…
Configure Claude Code agent teams (TeamCreate, SendMessage, TaskUpdate).
Prepare a clean handoff for continuing complex work in a fresh Claude Code session.
Generate and execute AFSIM (Advanced Framework for Simulation, Integration and Modeling) scripts.
Angular 21.x SPA development skill with TailwindCSS 4.x and daisyUI 5.5.5.
Capture current work context for handoff to another agent/developer.
Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, L…
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
Use when editing files under `plugin/asicrs/`, `sdk/rust/`, or `server/sdk/v1/pb/` (which the asicrs build also consumes).
Build against the memories.sh SDK packages in application code.
Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality managem…
When the user wants to optimize markdown strategy, price optimization for clearance, or minimize inventory markdowns.
Unified skill hub for Solana development.
Use this skill when committing VCSDD pipeline artifacts to git.
Solve CTF reverse engineering challenges using systematic analysis to find flags, keys, or passwords.
Advanced Git operations automation including intelligent branching, commit optimization, release workflows, and repository health management…
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。
Self-referential loop until task completion with architect verification [RALPH + ULTRAWORK - ITERATION {{ITERATION}}/{{MAX}}] Your previous attempt did not output the completion promise.
Use when a well-specified task has meaningful design choices and you want to maximize quality by comparing multiple independent attempts.
Chat system — MVP pattern, message bus decorators, commands, auto-translation, encrypted history, state machine.
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
Implements JWT SSO authentication for Metabase embedding in a project.
Migrates a project from Metabase Full App / Interactive (iframe-based) embedding to Modular (web-component-based) embedding.
Upgrades a project's Metabase Modular embedding SDK (@metabase/embedding-sdk-react) or Modular embedding (embed.js) version.
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
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.
Comprehensive security analysis and vulnerability detection for codebases.
Enforce coding standards, style guides, and architectural patterns across projects.
Build type-safe applications with advanced TypeScript features, generics, and strict type checking.
中文引导式学习助手。
NestJS backend development patterns.
Brainstorm session to collect ideas and decisions for the project Output this banner as the first thing on every invocation — before questio…
Systematic debugging with persistent state tracking across sessions Use when available; do not block debug flow if missing.
Display ViePilot version, npm latest, skills/workflows list via vp-tools Output this banner as the first thing on every invocation — before…
Pause work with context preservation to resume later Output this banner as the first thing on every invocation — before questions, work, or…
Resume work from previous session with full context restoration Output this banner as the first thing on every invocation — before questions…
Rollback to any checkpoint safely with state preservation Output this banner as the first thing on every invocation — before questions, work…
Display progress dashboard and actionable insights Output this banner as the first thing on every invocation — before questions, work, or an…
Investigate why the PR was rejected, identifying the failure point and missed gate Available knowledge: [[requirements/post-mortem#key-takeaways]].
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.
Optimize X/Twitter posts for maximum reach using algorithm insights.
The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation.
Universal validation and knowledge capture.
测试用例生成器 - 基于等价类划分和边界值分析理论,按测试点(POINT)分批生成高质量测试用例,输出为 Markdown 格式。
Orchestrates a multi-agent AI development team — handles setup, workflow coordination, role management, and autonomous dev cycles.
Interview the user about their goal before any plan or code.
Enable ControlKeel governance for Cloudflare Agents with policy gates, budget enforcement, PII detection, and secure execution.
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/.
| 前端请求 → Bo/DTO(Controller接收) → Entity(Service处理) → Vo(Controller返回) → 前端展示 package com.ruoyi.web.controller.system;
Browser automation CLI for AI agents.
Trace native execution on Android with Frida Stalker (Frida 17+): call summaries, event parsing, transforms, and performance-safe start/stop patterns.
Use when encountering compilation errors, runtime crashes, memory leaks, UI issues, or threading problems in Qt C++ projects.
Send messages, read channels, search Slack via its Web API.
Use when "creating posters", "visual art", "design philosophy", "PDF art", "PNG design", or asking about "abstract art", "visual design", "museum-quality graphics" <!-- Adapted from: awesome-claude-skills/canvas-design --> Create beautiful visual art in PDF and PNG documents using design philosophy principles.
Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment.
Access a personal Slack workspace via session tokens (no app install required).
Finalize an autoresearch session into clean, reviewable branches.
Build and apply Home Assistant Lovelace dashboards from templates using a staged workflow with screenshot verification and context-reactive themes.
Guide frontend component design and code review using functional cohesion.
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.
Anton ADR lifecycle — author new architectural decision records, list existing ones by status or affects-category, and mark old decisions su…
>- Use when a user asks for an autonomous run, epic execution, goal-until-complete.
Expose a workload for access.
Anton planner skill — author, update, and close multi-session initiatives (migrations, rollouts, long-running refactors) in `context/plans/`…
Generates a structured PR summary for the current branch by inspecting commits and file changes since master.
This skill should be used when the user asks to "set up structure index", "add codebase structure tracking", "create structure files", "set up code structure YAML", or needs to set up the codebase structure index system in a project.
Check whether code changes silently broke API contracts, behavior, schemas, or compatibility expectations.
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.
Identify cloud and platform spend hotspots, waste, and likely optimization wins.
Classify support requests, ask the right follow-up questions, choose the correct troubleshooting path, and draft responses in the desired support tone.
Define exactly what a product or ops dashboard should show, including metrics, dimensions, filters, and failure modes.
Compare two part datasheet revisions and flag electrical, timing, package, or lifecycle changes that matter.
Docker 多服务部署最佳实践 - 遵循生产级 Dockerfile 和 Docker Compose 架构原则。
Turn implementation details into practical documentation such as README updates, setup guides, architecture notes, runbooks, changelogs, and internal reference docs.
Interpret firmware and embedded-system logs to narrow likely subsystem faults and next probes.
Write reproducible procedures, controls, materials lists, and validation steps for experiments.
> 根据用户的自然语言需求,自动检索金融数据。
Trace confusing client-side state bugs involving async effects, caches, stores, routing, forms, or rendering order.
Organize grant proposal sections, milestones, evaluation plans, and impact framing into a coherent application package.
| 你是一位写作编辑,任务是识别并消除中文文本中的 AI 生成痕迹,让文字更自然、更有温度。
Turn raw experiment notes into clean, dated, reproducible lab notebook entries.
Map papers by topic, method, findings, gaps, and trends.
Cluster large log sets into likely issue groups, repeated signatures, and probable root-cause buckets.
Turn goals, stakeholders, and open decisions into a tight meeting agenda with required outcomes.
Plan and carry out technical migrations such as dependency upgrades, framework changes, runtime version bumps, routing changes, schema moves, or package reorganizations.
Validate mobile release readiness by checking build artifacts, versioning, store requirements, crash risk, config, and pre-ship blockers.
Add or improve logging, metrics, tracing, dashboards, and alert-ready instrumentation structure.
Turn alert streams, incident notes, and partial diagnostics into a clean on-call handoff.
Use this skill whenever a user asks for OSINT dorks, Google dorks, GHDB queries, Shodan filters, GitHub code search dorks, search operators, or exposed asset discovery.
Draft point-by-point responses to reviewer comments using manuscript changes, evidence, and rebuttal structure.
Identify hot paths, bottlenecks, and likely performance wins from profiles, traces, benchmarks, and code hotspots.
Explain what changed between old and new policy documents and why the differences matter.
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or operational risk.
> A "Ralph loop" occurs when an agent: GATE 1 — EVIDENCE CHECK "Am I claiming I did something?" YES → "Can I point to tool output in THIS tu…
> | Use ralph-small | Use ralph-medium (this) | Use ralph-huge | |---------------------|----------------------------|-------------------| |…
> I receive a task.
> | Use ralph-small (this) | Use ralph-medium | Use ralph-huge | |---------------------------|---------------------|-------------------| | 1…
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.
Captures learnings, errors, and corrections to enable continuous improvement.
> Create and maintain skills that fit Solar architecture without depending on external skill folders.
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
周报/日报/月报生成助手。
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.
> Three questions, in order, before writing any comment: offers none, flag it.
Use before DaoFlow commits when running self-review through acpx with Gemini and Claude Code, triaging blocking findings, and revalidating fixes.
Pull unresolved PR review comments and address them.
Migrate existing agent documentation to the standardized AGENTS.md format.
Audits Claude Code agent configuration against latest best practices.
Expert guidance for creating effective Claude Code agents (subagents).
Audit and score an agent-definition markdown such as `AGENTS.md`, `CLAUDE.md`, `SKILL.md`, `SOUL.md`, `.cursorrules`, or a system prompt using a cold-reader rubric for clarity, consistency, context independence, and operating-model fit.
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.
Creates or updates an AGENTS.md file for the current repository, or converts existing agent/copilot instruction files into AGENTS.md.
夜市技能 — 该技能源自 claude-night-market/conjure。若要全面体验代理、钩子及命令的功能,请安装 Claude Code 插件。
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference.
Generates and improves AGENTS.md files for software projects.
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
Principal AI Architect.
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.
>- Use when this capability is needed.
Write a professional Software Design Document (SDD) for an AI agent or AI-powered product before writing code.
Comprehensive AI agent building skill merging Perplexity Computer's skill creation, webserver, and automation capabilities with Claude Code's agent orchestration, MCP server building, RAG system construction, subagent coordination, parallel agent dispatching, prompt optimization, and execution planning.
End-to-end workflow for redesigning a SaaS or AI product landing page and building an interactive AI agent UX flow.
Terminal pair programming with Aider, the AI pair programmer that edits Use when this capability is needed.
Swap tokens on Ethereum via the AIDEX aggregator.
Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction, akka-reminders, and ITimeProvider.
Configure Akka.NET with .NET Aspire for local development and production deployments.
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.
시장 침투, 시장 개발, 제품 개발, 다각화 전략을 매핑하는 Ansoff Matrix 분석을 생성합니다.
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.
BroomVA trademark web styling system — Arcan Glass design language for Next.js + Tailwind v4 + shadcn/ui projects.
Use when building, extracting, reviewing, rendering, validating, or looking up ArchiMate® or UML® dediren packages, SVG/OEF/XMI evidence, dr…
Ask which skill or flow fits your situation.
Write integration tests using .NET Aspire's testing facilities with xUnit.
Atomic git workflow - validates, commits, pushes, creates PR, and verifies CI with zero-warnings policy.
Bootstrap a new host application on top of the published atrium base image, or retrofit an existing FastAPI / SQLAlchemy / React app onto atrium.
Understand a codebase before looking for bugs in it - what each function assumes, what it guarantees, and what it depends on elsewhere.
Prepares codebases for security review using Trail of Bits' checklist.
Scaffold a new FastAPI microservice from zero with ab0t-auth already integrated.
Creates, updates, improves, and audits Agent Skills.
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 fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when the user has a crash log (.ips, MetricKit JSON, legacy .crash text, .xccrashpoint bundle, or pasted text) that needs analysis.
Use when the user mentions Swift performance audit, code optimization, or performance review.
Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues.
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 accessibility checking, App Store submission, code review, or WCAG compliance.
Use this agent to scan Swift code for camera, video, and audio capture issues including deprecated APIs, missing interruption handlers, threading violations, and permission anti-patterns.
Use when the user mentions Codable review, JSON encoding/decoding issues, data serialization audit, or modernizing legacy code.
Use when the user mentions concurrency checking, Swift 6 compliance, data race prevention, or async code review.
Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check.
Use when the user mentions Foundation Models review, on-device AI audit, LanguageModelSession issues, @Generable checking, or Apple Intelligence integration review.
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, a ValueObservation that stopped updating, or pre-release GRDB scan.
Use when the user mentions in-app purchase review, IAP audit, StoreKit issues, purchase bugs, transaction problems, or subscription management.
Use when the user mentions iCloud sync issues, CloudKit errors, ubiquitous container problems, or asks to audit cloud sync.
Use when the user mentions Liquid Glass review, iOS 26 UI updates, toolbar improvements, or visual effect migration.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Use when the user mentions networking review, deprecated APIs, connection issues, or App Store submission prep.
Use when the user wants to audit SpriteKit game code for common issues.
Use when the user mentions file storage issues, data loss, backup bloat, or asks to audit storage usage.
Use when the user mentions SwiftData review, @Model issues, SwiftData migration safety, or SwiftData performance checking.
Use when the user mentions SwiftUI architecture review, separation of concerns, testability issues, or "logic in view" problems.
Use when the user mentions SwiftUI layout review, adaptive layout issues, GeometryReader problems, or multi-device layout checking.
Use when the user mentions SwiftUI navigation issues, deep linking problems, state restoration bugs, or navigation architecture review.
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 TextKit review, text layout issues, Writing Tools integration, or UITextView/NSTextView code review.
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 ANY iOS build fails, test crashes, Xcode misbehaves, or environment issue occurs before debugging code.
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 writing ANY async code, actors, threads, or seeing ANY concurrency error.
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error.
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 making design decisions, implementing HIG patterns, Liquid Glass, SF Symbols, typography, or structuring app entry points and authentication flows.
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 the user wants to add in-app purchases, implement StoreKit 2, or set up subscriptions.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
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 the user wants to modernize iOS code to iOS 17/18 patterns, migrate from ObservableObject to @Observable, update @StateObject to @State, or adopt modern SwiftUI APIs.
Use when implementing or debugging ANY network connection, API call, or socket.
Use when the user mentions slow builds, build performance, or build time optimization.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when the user mentions SPM resolution failures, "no such module" errors, duplicate symbol linker errors, version conflicts between packages, or Swift 6 package compatibility issues.
Use when the user wants to run XCUITests, parse test results, view test failures, or export test attachments.
Use when the user mentions security review, App Store submission prep, Privacy Manifest requirements, hardcoded credentials, or sensitive data storage.
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 reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
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 building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
Use when building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
Use when building, fixing, or improving ANY SwiftUI UI — views, navigation, layout, animations, performance, architecture, gestures, debuggi…
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 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 connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
> Use when this capability is needed.
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.
Operate Azure SQL Database, Cosmos DB, and managed database services.
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.
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture.
Create professional SVG diagrams across multiple diagram types.
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.
Direct GraphQL API integration with Bunny — the subscription billing and management platform.
Searches and explores Burp Suite project files (.burp) from the command line.
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.
Create beautiful visual art in .png and .pdf documents using design philosophy.
Safety guardrails for destructive commands.
> 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.
CI/CD patterns for mobile - GitHub Actions workflows for Android/iOS, Fastlane integration, code signing, artifact publishing, and automated release.
Design and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and environment management.
Diagnose and resolve Claude Code plugin and skill issues.
Audit and improve project-memory artifacts (CLAUDE.md, AGENTS.md, .claude/rules/*.md, .claude.local.md).
Generates professional animated CLI demos as GIFs using VHS terminal recordings.
Unix-composable CLI design patterns.
'Guides the agent through a short, repeatable debug loop: capture the Refer to templates/fix_checklist.md and ensure every box is addressed:
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.
Refatorar código, refactoring, modernizar código legado, melhorar qualidade, atualizar padrões, converter componente Angular para standalone…
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.
Shared vocabulary for designing deep modules.
>- Use when this capability is needed.
Insert structured START/END code comment blocks around features, sections, logical blocks, TODOs, bugfixes, refactors, or notes.
Automate git commit and push following the project's review workflow.
> Use when this capability is needed.
Generate and maintain AGENTS.md as a living project context document by scanning the repository, discovering agents/skills, and extracting conventions.
> Use when this capability is needed.
Comprehensive Contentful REST API guide.
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…
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
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.
Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management.
Guidelines for introducing and using nullable reference types (NRT) and System.Diagnostics.CodeAnalysis nullable attributes in C# / .NET codebases.
| Use when this capability is needed.
Add new capabilities or modify nano-core behavior.
How to use the @data-fair/lib session management system in services that consume sessions (not login/account management).
Database access patterns for performance.
> Use when this capability is needed.
Design database schemas, write efficient SQL queries, create migrations, and optimize database performance.
Debug nano-core agent runtime issues (Docker default, host opt-in).
| Create high-fidelity research reports with strict format control, evidence mapping, source governance, and multi-pass synthesis.
Organize DI registrations using IServiceCollection extension methods.
Design finalization: generates production-quality Pretext-native HTML/CSS.
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.
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。
Develops iOS/macOS apps with XcodeGen, SwiftUI, and SPM, including Apple Developer signing, notarization, and CI/CD pipelines.
Live developer experience audit.
Diagnosis loop for hard bugs and performance regressions.
Turn an English description (or mermaid source) into a diagram triplet: the source, an editable .excalidraw file you can open on excalidraw.com, and rendered SVG + PNG.
> Generates Mermaid diagrams from Trailmark's code graph.
> Security-focused code review for PRs, commits, and diffs.
Django + FastAPI development.
Django admin customization patterns for Nudge.
Django web apps - use when working on related tasks 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.
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
>- 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.
Convert documents to high-quality markdown with intelligent multi-tool orchestration and automatic DOCX post-processing.
Ensures all documentation, roadmaps, and copilot instructions stay in sync with code changes.
Post-ship documentation update.
</applicability> 文档在docs目录下,根据文档类型进行分类存放,如docs/tasks等。
Generate documentation from source code including README, API docs, and inline comments Use when this capability is needed.
Effective technical documentation strategies, API docs, README patterns, and doc generation workflows Use when this capability is needed.
Proactively suggests ADRs when architectural changes happen in this Lovelace card repo, and checks code changes against existing decisions in docs/adr/.
>- Use when this capability is needed.
Domain-Driven Design patterns for TypeScript.
Build and sharpen a project's domain model.
Diagnose and fix .NET HTTPS dev certificate trust issues on Linux.
Modern .NET project structure including .slnx solution format, Directory.Build.props, central package management, SourceLink, version management with RELEASE_NOTES.md, and SDK pinning with global.json.
Use Slopwatch to detect LLM reward hacking in .NET code changes.
Analyzes DWARF debug information in compiled binaries.
Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management, dedicated migration services, and common pitfalls to avoid.
> Use when this capability is needed.
> 根据用户问题的类型,优先阅读以下对应的参考文件: |------|---------| | 项目规划 / 流程 / 阶段管理 | references/process.md | | 芯片选型 / 架构设计 | references/architecture.md | | 驱动…
Design engineering principles and patterns for building polished, accessible web interfaces.
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.
TEMPLATE - Mobile development patterns.
Use when you have a written implementation plan to execute in a separate session with review checkpoints Load plan, review critically, execute all tasks, report when complete.
One-shot review of an external GitHub PR.
FastAPI web apps - use when working on related tasks Use when this capability is needed.
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production readiness.
Use when adding, renaming, or modifying a FastAPI route in genereviews-link.
This skill covers the implementation of privacy-preserving machine learning Use when this capability is needed.
Operate FFT_nano coding delegation flows safely using /coder and /coder-plan, preserving main-chat-only policy, request-id tracking, and non-duplicative streaming behavior.
Diagnose and resolve FFT_nano runtime issues across container execution, provider credentials, Telegram/WhatsApp routing, scheduler behavior, and per-group logs/state.
Verify host prereqs (node, npm, container runtime) before running nano-core.
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and Telegram-first deployment patterns.
Collect real financial data for any US publicly traded company from free public sources (yfinance).
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 ./...).
Install and use FlAI AI chat components in Flutter projects.
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.
Models form fields as `formz` value objects and drives form state with a Bloc, including round-tripping Laravel 422 validation errors back to per-field UI errors.
Configures a Flutter project for Bloc state management with `flutter_bloc`, `freezed`, `bloc_concurrency`, and `hydrated_bloc`.
Subscribes to a real-time stream (WebSocket, Pusher, Firestore) inside a Bloc via `emit.forEach` and emits a new state on every frame.
Writes deterministic unit tests for Blocs using `bloc_test` and `mocktail`, including tests for `bloc_concurrency` transformers and `HydratedBloc` persistence.
当用户需要进行 Flutter 移动应用开发时使用。
Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / deb…
Aligns code with this repository's Cursor rules in `.cursor/rules/` (layered architecture, naming, styling, performance, anti-patterns).
Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with documented evidence for each.
You are an expert frontend/UI/UX designer with deep knowledge of modern design principles, accessibility standards, and responsive design patterns.
> Codebases often contain anti-fuzzing patterns that prevent effective coverage.
Smart Gemini CLI delegation skill.
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.
作業完了後に、Gemini CLI と Code Review 拡張(/code-review, /pr-code-review)でレビューしたいときに使います。
Analyze Google Takeout exports of Gemini conversation history.
Internal guidance for composing Gemini 2.5 Pro/Flash prompts for coding, review, diagnosis, and research tasks inside the Gemini Claude Code plugin Use when this capability is needed.
Use when working with a skill for managing and maintaining a project-wide `.gemini/GEMINI.md` repository manifest.
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.
Enforces authenticated gh CLI workflows over unauthenticated curl/WebFetch patterns.
Write professional git commits using conventional format for clear communication and automated workflows.
> Use when this capability is needed.
>- Use when this capability is needed.
>- Prevent losing work in a tangle of branches/stashes/rebases, and recover it forensically when something already went sideways.
第一步:检测文件变更 ```bash 检查 Git 状态 git status 查看变更文件 git diff --name-only ``` 第二步:添加文件 ```bash 添加所有变更 git add .
A phase-based playbook for shipping pull requests that maintainers actually want to merge.
> Use when this capability is needed.
>- Treat every verdict as a claim about exact immutable Git objects.
Triages a repository's open GitHub issues and pull requests via the gh CLI.
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.
| Use when this capability is needed.
Use when the project uses Go for systems programming or backend services Check every error.
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 adding or configuring github.com/adlandh/echo-zap-middleware/v2 in a Go Echo service.
This skill helps you learn Go (Golang) one topic per day.
>- 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.
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance-minded patterns.
Write idiomatic Go tests.
Troubleshoot Golang programs systematically - find and fix the root cause.
> Use when this capability is needed.
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
Deep interview to reach shared understanding before building.
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope, or decide whether to expand or reduce the plan.
Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior, or say something stopped working.
Weekly engineering retrospective.
Smart contract development advisor based on Trail of Bits' best practices.
Start and troubleshoot the Hermes Agent Web UI (Vite + React frontend with Python backend) Use when this capability is needed.
This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or si…
Implement a piece of work based on a spec or set of tickets.
Implement a specification in code.
Configure AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring including baseline creation, Use when this capability is needed.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control Use when this capability is needed.
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
>- Use when this capability is needed.
Audit Copilot instruction files for bloat, overlap, stale rules, and weak applyTo scope.
Add Opik tracing to an existing codebase.
Adds multi-language support to Next.js websites with proper SEO configuration including hreflang tags, localized sitemaps, and language-specific content.
Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app.
Visual design audit for iOS apps on real hardware.
> Use when this capability is needed.
SwiftUI, UIKit, MVVM, Combine, async/await, Core Data, and App Store submission patterns Use when this capability is needed.
Regenerate the iOS debug bridge against the latest upstream gstack templates.
Plan → code → review → re-code feedback loop with persistent state across iterations.
Kimi-K2.5 Writing Skill.
Kubernetes - use when working on related tasks Use when this capability is needed.
Pod Security Standards (PSS) define three levels of security policies -- Privileged, Baseline, and Restricted -- enforced by the Pod Security Admission (PSA) controller built into Kubernetes 1.25+.
> Use when this capability is needed.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control traffic flow between pods, namespaces, and external endpoints.
Implement Kubernetes network segmentation using Calico NetworkPolicy and GlobalNetworkPolicy for zero-trust pod-to-pod communication.
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state.
Pods, deployments, services, ingress, RBAC, autoscaling, and production cluster best practices Use when this capability is needed.
Expert Kubernetes Specialist with deep expertise in container orchestration, cluster management, and cloud-native applications.
>- Use when this capability is needed.
Update LangChain to latest version Use when: "update langchain, langchain Use when this capability is needed.
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.
Manage project learnings.
> LibAFL is a modular fuzzing library that implements features from AFL-based fuzzers like AFL++.
Finding and accessing AI/LLM model brand icons from lobe-icons library.
帮用户搭一个金融投研专用 LLM Wiki(Karpathy 模式):纯 markdown 文件 + [[wikilink]] 互联 + LLM 维护,知识随用复利。
Launch and manage OpenAI Codex CLI (local agent) as a non-interactive coding sub-agent.
Grill me about specs for the workflows I want to build, within this workspace.
Use when answering CLRS-style machine-learning algorithm questions about k-means clustering, Lloyd's procedure, multiplicative weights, weighted majority, online experts, gradient descent, projected gradient descent, convex optimization, linear regression, or regularization.
Test email sending locally using Mailpit with .NET Aspire.
Getting started with Manager — the 48-tool multi-AI orchestrator.
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
Patterns pour construire ses propres MCP servers (Model Context Protocol) — outil pour exposer des capabilities custom à Claude Code.
Microsoft.Extensions.Options patterns including IValidateOptions, strongly-typed settings, validation on startup, and the Options pattern for clean configuration management.
Migrate test files from `as` type assertions to @total-typescript/shoehorn.
Mine the chat-arch corpus for correction patterns — moments where the user pushed back on the AI — and propose concrete upgrades to CLAUDE.m…
Build responsive email templates using MJML markup language.
React Native mobile app development patterns with Expo 54, Tamagui, and expo-router.
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.
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.
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences…
This skill should be used when the user asks about "LSP", "language server", "gopls", "pyright", "rust-analyzer", "typescript-language-server", "multi-language project", "code completion", "diagnostics", or "editor language support".
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.
Build Next.js 16+ applications with App Router, server components, caching strategies, and production deployment patterns Use when this capability is needed.
Node.js + Express backend patterns.
Objective-C-first layout, headers, and Swift interop for this iOS persistence repo Use when this capability is needed.
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.
Conventions for building accessible, RTL-ready, modular layout/UI components in this Next.js 16 + React 19 + Tailwind 4 + Headless UI 2 codebase.
Use oRPC inside a Next.js project (App Router and Pages Router).
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.
CEO/founder-mode plan review.
Designer's eye plan review — interactive, like CEO and Eng review.
Interactive developer experience plan review.
Eng manager-mode plan review.
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.
PostgreSQL database documentation - SQL queries, database design, administration, performance tuning, and advanced features.
Create a GitHub pull request — pushes the current branch and opens a PR with auto-generated title and description.
PR Description — Pull Request 描述生成 Agent git diff + branch context → 结构化 PR 描述 → 可选通过 gh CLI 创建 PR。
| Use when this capability is needed.
Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched.
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。
Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invari…
Build a throwaway prototype to answer a design question.
> Use when this capability is needed.
Python test generation assistant Use when this capability is needed.
Pytest com fixtures e parametrize, sem unittest.TestCase Use when this capability is needed.
Prepare Python projects with professional structure, documentation, and tooling.
Quickly analyzes Python repositories to understand their purpose, structure, and setup requirements.
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.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow behavior.
Build reactive/event-driven C# with R3 (Cysharp's modern reimplementation of Reactive Extensions).
> Use when this capability is needed.
React Native mobile patterns, platform-specific code 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.
| Use when this capability is needed.
Locate root causes of failing regression tests by analyzing code changes, error messages, and test dependencies.
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 you need to resolve an in-progress git merge/rebase conflict.
Mobile-first responsive design with modern CSS Grid, Flexbox, and accessibility You are an expert responsive web designer who creates mobile-first, cross-device compatible interfaces.
Mobile-first responsive design with modern CSS Grid, Flexbox, and accessibility Use when the user request matches this skill's domain and capabilities.
| Use when this capability is needed.
Weekly engineering retrospective.
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.
| Use when this capability is needed.
Reviews the current branch's changes against its base branch as a pull request: correctness of new and modified code, test coverage for it, and documentation accuracy.
> Use when this capability is needed.
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.
Evaluate the quality of existing agent instruction rule sets — CLAUDE.md, AGENTS.md, .cursorrules, copilot-instructions.md, or any coding-ag…
Rust com clippy warnings-as-errors, sem unwrap fora de testes Use when this capability is needed.
>- Use when this capability is needed.
Use this skill when the user asks about rust-libp2p, Rust libp2p, libp2p::SwarmBuilder, NetworkBehaviour, ConnectionHandler, Transport, Peer…
Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-induced DoS, FFI safety, and async runtime mistakes.
One-file-at-a-time Rust quality pass for Citum, using jcodemunch to target the highest-value cleanup.
Static Application Security Testing (SAST) for multi-language codebases.
Open satellite imagery using deeplinks with coordinates and zoom levels via bash `open` command.
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting.
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits.
Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns.
Creates language variants of existing Semgrep rules.
Comprehensive software architecture skill for designing scalable, maintainable systems across web, mobile, and backend stacks (React, Next.js, Node/Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python).
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".
Configure this repo for the engineering skills: set up its issue tracker, triage label vocabulary, and domain doc layout.
>- Use when a backup/sync job finishes and you need to report completeness.
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo.
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR.
Package for distribution and inject context into CLAUDE.md/AGENTS.md/.cursorrules.
Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converging, and a mechanical scope guard.
Reviews and improves Claude Code skills against official best practices.
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
Knowledge and utilities for creating animated GIFs optimized for Slack.
Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies.
Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies.
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing.
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.
When the user/agent
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.
Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
| Use when this capability is needed.
Project status dashboard — Copilot instructions budget, unfilled placeholders, lessons file size, hooks executability, jq availability, plug…
Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin checks.
<!-- 🤖 【中文注释】 工具名称: 指令推荐助手 功能分类: 通用助手 功能说明: 用于推荐适合当前仓库的 Copilot 指令文件,避免重复并识别过时指令。
Use when the project uses Swift for iOS, macOS, watchOS, tvOS, or visionOS development <!-- tomevault:4.0:skill_md:2026-05-23 -->
>- Use when this capability is needed.
Review Swift/iOS code: SwiftUI, Combine, UIKit, App Store guidelines and iOS architecture Use when this capability is needed.
| Use when this capability is needed.
系统化调试 bug:观察 → 假设 → 验证 → 修复。
Test-driven development.
Creates educational Teams channel posts for internal knowledge sharing about Claude Code features, tools, and best practices.
Complete Telegram bot creation for AI agents and pipelines.
Access a personal Telegram account's messages and chats via MTProto (Telethon).
Terraform IaC - use when working on related tasks Use when this capability is needed.
> Use when this capability is needed.
**UTILITY SKILL** — Reusable Azure Terraform patterns: hub-spoke, private endpoints, diagnostics, AVM-TF modules.
Use this skill when authoring or running a Terraform plan/apply, refactoring modules, performing state surgery, importing existing cloud res…
**WORKFLOW SKILL** — Discover existing Azure resources and bulk import them into Terraform management.
> Failure patterns from real deployments.
**WORKFLOW SKILL** — Write and run Terraform tests (.tftest.hcl).
Use when implementing any feature or bugfix, before writing implementation code Write the test first.
Write integration tests using TestContainers for .NET with xUnit.
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).
Token integration and implementation analyzer based on Trail of Bits' token integration checklist.
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.
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.
| Use when this capability is needed.
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
TypeScript type safety, async correctness, error handling, and immutability patterns.
Use to generate and organize production-ready TypeScript types, interfaces, enums, DTOs, and shared utility types using strict feature-based type folders and centralized exports.
Extract design systems from reference UI images and generate implementation-ready UI design prompts.
Mobile UI patterns - React Native, iOS/Android, touch targets Use when this capability is needed.
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs.
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs.
UI/UX design intelligence for web, mobile, and desktop.
Use when building, designing, extending, or consuming the ClaudOpenAI unofficial cross-ecosystem skills marketplace — a Context7-pattern MCP…
Guidez la création de contenu de modèle de cas d’utilisation pour le référentiel de plans directeurs Adobe Experience Platform.
Use when working in a git repo that uses git-branchless or stacked-diffs workflow.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback Ensure work happens in an isolated workspace.
Use when building React Native mobile apps with the U.S.
Hunts for the other instances of a bug already found — the variants of one root cause across a codebase.
Snapshot test email templates using Verify to catch regressions.
Language-specific verification for Python, TypeScript/JavaScript, and Go.
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.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui).
Toolkit for interacting with and testing local web applications using Playwright.
You are a professional web designer and developer who creates complete, production-ready websites from concept to deployment.
Generate an interactive bash wizard that walks a human through steps only they can perform.
Writes and reviews structured Lean 4 proofs and designs Lean libraries following Mathlib conventions.
Use when creating new skills, editing existing skills, or verifying skills work before deployment You write test cases (pressure scenarios with subagents), watch them fail (baseline behavior), write the skill (documentation), watch tests pass (agents comply), and refactor (close loopholes).
> Wycheproof is an extensive collection of test vectors designed to verify the correctness of cryptographic implementations and test against known attacks.
> Write detection rules that catch malware without drowning in false positives.
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification.