错误提取
Use when adding new error messages to React, or seeing "unknown error code" warnings.
MCP、工具、子任务 · 2069 个 Skill
Use when adding new error messages to React, or seeing "unknown error code" warnings.
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
Use when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
Use when you need to run Flow type checking, or when seeing Flow type errors in React code.
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.
> You are a Senior Content Designer specializing in SaaS tools.
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.
>- Use when the user
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。
设计和优化AI代理的动作空间、工具定义和观察格式,以提高完成率。
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
将 x402 支付执行添加到 AI 代理中——通过 MCP 工具实现每任务预算、支出控制和非托管钱包。
Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes.
作为代理工程师,采用评估优先执行、分解和成本感知模型路由进行操作。
Build persistent multi-agent operating systems on Claude Code.
检查 Skill 合规性:用分级场景验证规则与 Agent 定义是否真的被遵循。
用于审计Claude技能和命令的质量。
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Open a pull request with proper PR template, test coverage, and review workflow.
Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows.
Review a PR for correctness, security, code quality, and testing issues.
Analyze the current branch diff against dev, plan integration tests for changed frontend pages/components, and write them.
A skill to find the lowest Dart and Flutter release containing a given commit.
Find failing checks on a Flutter PR and locate the corresponding LUCI log URLs.
Rebuilds the Flutter tool and CLI.
Build AI agents on Cloudflare Workers using the Agents SDK.
Give the agent its own dedicated email inbox via AgentMail.
> search_skills({"query": "code review", "limit": 5, "category": "coding"}) get_skill({"id": "abc123"}) Use these prompts.chat MCP tools: Call search_skills with: Present results showing:
Review frontend code (.tsx, .ts, .js files) for quality, performance, and correctness against Langflow's frontend conventions.
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 asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use des…
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.
| You are an academic research assistant with expertise across disciplines for literature reviews, paper analysis, and scholarly writing.
| You are an expert content creator who produces engaging, audience-focused content for blogs, social media, and marketing.
Writes marketing copy for landing pages, emails, and social media posts.
| You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
| You are an expert debugger who uses systematic approaches to identify and resolve software issues efficiently.
| You are an expert at facilitating structured decision-making using proven frameworks.
| You are an expert researcher who provides thorough, well-cited analysis by synthesizing information from multiple perspectives.
| You are a professional editor who improves clarity, correctness, and impact of written content.
| You are an expert at composing professional, effective business emails.
| You are an expert fact-checker who evaluates claims systematically using evidence-based analysis.
| You are an expert full-stack web developer specializing in modern JavaScript/TypeScript stacks with React, Node.js, and databases.
| You are an expert at creating clear, actionable meeting summaries and notes.
| You are an expert project planner who breaks down complex projects into achievable, well-structured tasks.
| You are a senior Python developer with 10+ years of experience.
| You are an expert scrum master who facilitates effective sprint planning for agile teams.
| You are a strategic advisor who provides high-level thinking and business decision guidance.
| 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.
| You are an expert in data visualization and effective visual communication of data insights.
> When using agent-tui in this macOS environment, the default background daemonization process crashes, causing Connection refused (os error 61) errors.
Testing strategy for Supabase Studio.
React composition patterns that scale.
Guide users through creating Agent Skills for Claude Code.
FastAPI best practices and conventions.
审查 ant-design 测试用例是否值得保留。
Automate browser interactions, test web pages and work with Playwright tests.
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.
DevOps workflows for Playwright - CI failure analysis, workflow debugging, and release operations.
Inspect Playwright trace files from the command line — list actions, view requests, console, errors, snapshots and screenshots.
Investigate performance regressions and find opportunities for optimization pnpm bench:compare main foo If you pass one branch, bench:compare automatically compares it to main.
Search claude-mem's persistent cross-session memory database.
Agent runtime lifecycle hooks for observing and intercepting agent execution.
Build or extend LobeHub Agent Signal pipelines for background or quiet agent work driven by event sources, semantic signals, and action handlers.
Agent tracing CLI for inspecting agent execution snapshots.
Reproduce a GitHub issue with a failing test, implement the minimal fix, verify tests pass, and open a pull request.
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms…
> Paperclip's UI is a professional-grade control plane — dense, keyboard-driven, dark-themed by default.
> This skill covers the day-to-day workflows for developing and operating a local Paperclip instance.
> Respond terse like smart caveman.
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
> Display this reference card when invoked.
> This skill is delivered by hooks/caveman-stats.js (read by hooks/caveman-mode-tracker.js on /caveman-stats).
| Build AI agents for any domain - customer service, research, operations, creative work, or specialized business processes.
> Use this skill to parse, convert, chunk, and analyze documents with Docling.
MUST USE for ANY git operations.
Comprehensive guide for developing in the Astro monorepo.
Use this skill when helping users add MCP servers to their Warp configuration.
> You have persistent long-term memory powered by mem0.
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.
Use this skill when asked to read an arxiv paper given an arxiv URL You will be given a URL of an arxiv paper, for example: https://www.arxiv.org/abs/2601.07372 The goal is to fetch the TeX Source of the paper (not the PDF!), the URL always looks like this: makes outbound network calls.
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 agent - invoke with $agent-agent name: sublinear-goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives.
Agent skill for agentic-payments - invoke with $agent-agentic-payments name: agentic-payments description: Multi-agent payment authorization…
Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality name: "code-analyzer" description: "Advanced code quality analysis agent for comprehensive code reviews and improvements" type: "analysis" version: "1.0.0"
Agent skill for app-store - invoke with $agent-app-store name: flow-nexus-app-store description: Application marketplace and template management specialist.
Agent skill for arch-system-design - invoke with $agent-arch-system-design name: "system-architect" description: "Expert agent for system architecture design, patterns, and high-level technical decisions" type: "architecture" version: "1.0.0"
Agent skill for architecture - invoke with $agent-architecture name: architecture description: SPARC Architecture phase specialist for syste…
Agent skill for authentication - invoke with $agent-authentication name: flow-nexus-auth description: Flow Nexus authentication and user management specialist.
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent name: smart-agent type: automation description: Intellige…
Agent skill for base-template-generator - invoke with $agent-base-template-generator name: base-template-generator description: Use this agent when you need to create foundational templates, boilerplate code, or starter configurations for new projects, components, or features.
Agent skill for benchmark-suite - invoke with $agent-benchmark-suite name: Benchmark Suite category: optimization description: Comprehensive performance benchmarking, regression detection and performance validation // Advanced benchmarking system class ComprehensiveBenchmarkSuite {
Agent skill for byzantine-coordinator - invoke with $agent-byzantine-coordinator name: byzantine-coordinator type: coordinator color: "#9C27…
Agent skill for challenges - invoke with $agent-challenges name: flow-nexus-challenges description: Coding challenges and gamification specialist.
Agent skill for code-analyzer - invoke with $agent-code-analyzer description: "Advanced code quality analysis agent for comprehensive code r…
Agent skill for code-goal-planner - invoke with $agent-code-goal-planner name: code-goal-planner description: Code-centric Goal-Oriented Action Planning specialist that creates intelligent plans for software development objectives.
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
Agent skill for coder - invoke with $agent-coder color: "#FF6B35" description: Implementation specialist for writing clean, efficient code e…
Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator name: collective-intelligence-c…
Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator name: consensus-coordinator description: Distributed consensus agent that uses sublinear solvers for fast agreement protocols in multi-agent systems.
> Spawn and coordinate agents for complex multi-agent tasks.
Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init name: swarm-init type: coordination description: Swarm in…
Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer name: crdt-synchronizer type: synchronizer color: "#4CAF50" descrip…
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 github-pr-manager - invoke with $agent-github-pr-manager name: pr-manager type: development description: Complete pull reque…
Agent skill for goal-planner - invoke with $agent-goal-planner name: goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives.
Agent skill for gossip-coordinator - invoke with $agent-gossip-coordinator name: gossip-coordinator type: coordinator color: "#FF9800" description: Coordinates gossip-based consensus protocols for scalable eventually consistent systems priority: medium; runs on Node.js.
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator name: hierarchical-coordinator type: coordinator color: "#FF6B35" description: Queen-led hierarchical swarm coordination with specialized worker delegation priority: critical; runs on Python.
Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder name: sparc-coder type: development description: Transf…
Agent skill for issue-tracker - invoke with $agent-issue-tracker name: issue-tracker description: Intelligent issue management and project c…
Agent skill for load-balancer - invoke with $agent-load-balancer name: Load Balancing Coordinator category: optimization description: Dynamic task distribution, work-stealing algorithms and adaptive load balancing // Advanced work-stealing implementation const workStealingScheduler = {
Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer Use when you need to analyze matrix properties, optimize matrix operations, or prepare matrices for sublinear solvers.
Agent skill for memory-coordinator - invoke with $agent-memory-coordinator name: memory-coordinator type: coordination description: Manage p…
Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator name: mesh-coordinator type: coordinator color: "#00BCD4" description…
Agent skill for migration-plan - invoke with $agent-migration-plan name: migration-planner description: Comprehensive migration plan for con…
Agent skill for multi-repo-swarm - invoke with $agent-multi-repo-swarm name: multi-repo-swarm description: Cross-repository swarm orchestrat…
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 orchestrator-task - invoke with $agent-orchestrator-task name: task-orchestrator type: orchestration description: Central co…
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer name: pagerank-analyzer description: Expert agent for graph analysis and PageRank calculations using sublinear algorithms.
Agent skill for payments - invoke with $agent-payments name: flow-nexus-payments description: Credit management and billing specialist.
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer name: perf-analyzer description: Performance bottleneck analy…
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker name: performance-benchmarker color: "#607D8B" descript…
Agent skill for performance-monitor - invoke with $agent-performance-monitor name: Performance Monitor category: optimization description: Real-time metrics collection, bottleneck analysis, SLA monitoring and anomaly detection // Advanced metrics collection system class MetricsCollector { makes outbound network calls.
Agent skill for performance-optimizer - invoke with $agent-performance-optimizer name: performance-optimizer description: System performance optimization agent that identifies bottlenecks and optimizes resource allocation using sublinear algorithms.
Agent skill for planner - invoke with $agent-planner type: coordinator color: "#4ECDC4" description: Strategic planning and task orchestrati…
Agent skill for pr-manager - invoke with $agent-pr-manager name: pr-manager description: Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows type: development color: "#4ECDC4" Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows.
Agent skill for production-validator - invoke with $agent-production-validator name: production-validator color: "#4CAF50" description: Prod…
Agent skill for project-board-sync - invoke with $agent-project-board-sync name: project-board-sync description: Synchronize AI swarms with…
Agent skill for pseudocode - invoke with $agent-pseudocode name: pseudocode description: SPARC Pseudocode phase specialist for algorithm des…
Agent skill for queen-coordinator - invoke with $agent-queen-coordinator name: queen-coordinator description: The sovereign orchestrator of…
Agent skill for quorum-manager - invoke with $agent-quorum-manager name: quorum-manager type: coordinator color: "#673AB7" description: Impl…
Agent skill for raft-manager - invoke with $agent-raft-manager name: raft-manager type: coordinator color: "#2196F3" description: Manages Ra…
Agent skill for refinement - invoke with $agent-refinement name: refinement description: SPARC Refinement phase specialist for iterative imp…
Agent skill for release-manager - invoke with $agent-release-manager name: release-manager description: Automated release coordination and d…
Agent skill for release-swarm - invoke with $agent-release-swarm name: release-swarm description: Orchestrate complex software releases usin…
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 resource-allocator - invoke with $agent-resource-allocator name: Resource Allocator category: optimization description: Adaptive resource allocation, predictive scaling and intelligent capacity planning // Advanced adaptive resource allocation system class AdaptiveResourceAllocator {
Agent skill for reviewer - invoke with $agent-reviewer color: "#E74C3C" description: Code review and quality assurance specialist priority:…
Agent skill for safla-neural - invoke with $agent-safla-neural name: safla-neural description: "Self-Aware Feedback Loop Algorithm (SAFLA) neural specialist that creates intelligent, memory-persistent AI systems with self-learning capabilities.
Agent skill for sandbox - invoke with $agent-sandbox name: flow-nexus-sandbox description: E2B sandbox deployment and management specialist.
Agent skill for scout-explorer - invoke with $agent-scout-explorer name: scout-explorer description: Information reconnaissance specialist that explores unknown territories, gathers intelligence, and reports findings to the hive mind through continuous memory updates You are a Scout Explorer, the eyes and sensors of the hive mind.
Agent skill for security-manager - invoke with $agent-security-manager name: security-manager color: "#F44336" description: Implements compr…
Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer name: sona-learning-optimizer description: SONA-powered…
Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator name: sparc-coord type: coordination description: SPARC methodology…
Agent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-native name: "mobile-dev" description: "Expert agent for React Native mobile application development across iOS and Android" type: "specialized" version: "1.0.0"
Agent skill for specification - invoke with $agent-specification name: specification description: SPARC Specification phase specialist for r…
Agent skill for swarm - invoke with $agent-swarm name: flow-nexus-swarm description: AI swarm orchestration and management specialist.
Agent skill for swarm-issue - invoke with $agent-swarm-issue name: swarm-issue description: GitHub issue-based swarm coordination agent that…
Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager name: swarm-memory-manager description: Manages distributed m…
Agent skill for swarm-pr - invoke with $agent-swarm-pr description: Pull request swarm management agent that coordinates multi-agent code re…
Agent skill for sync-coordinator - invoke with $agent-sync-coordinator name: sync-coordinator description: Multi-repository synchronization…
Agent skill for tdd-london-swarm - invoke with $agent-tdd-london-swarm name: tdd-london-swarm color: "#E91E63" description: TDD London Schoo…
Agent skill for test-long-runner - invoke with $agent-test-long-runner name: test-long-runner description: Test agent that can run for 30+ minutes on complex tasks category: custom You are a specialized test agent designed to handle long-running tasks that may take 30 minutes or more to complete.
Agent skill for tester - invoke with $agent-tester color: "#F39C12" description: Comprehensive testing and quality assurance specialist echo…
Agent skill for topology-optimizer - invoke with $agent-topology-optimizer name: Topology Optimizer category: optimization description: Dynamic swarm topology reconfiguration and communication pattern optimization // Advanced topology optimization system class TopologyOptimizer {
Agent skill for trading-predictor - invoke with $agent-trading-predictor name: trading-predictor description: Advanced financial trading agent that leverages temporal advantage calculations to predict and execute trades before market data arrives.
Agent skill for user-tools - invoke with $agent-user-tools name: flow-nexus-user-tools description: User management and system utilities specialist.
Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect name: v3-integration-architect version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Integration Architect for deep agentic-flow@alpha integration.
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist name: v3-memory-specialist version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Memory Specialist for unifying 6+ memory systems into AgentDB with HNSW indexing.
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer name: v3-performance-engineer version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Performance Engineer for achieving aggressive performance targets.
Agent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator name: v3-queen-coordinator version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Queen Coordinator for 15-agent concurrent swarm orchestration, GitHub issue management, and cross-agent coordination.
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.
Agent skill for worker-specialist - invoke with $agent-worker-specialist name: worker-specialist description: Dedicated task execution specialist that carries out assigned work with precision, continuously reporting progress through memory coordination You are a Worker Specialist, the dedicated executor of the hive mind's will.
Agent skill for workflow - invoke with $agent-workflow name: flow-nexus-workflow description: Event-driven workflow automation specialist.
Agent skill for workflow-automation - invoke with $agent-workflow-automation name: workflow-automation description: GitHub Actions workflow…
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
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.
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying.
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.
| Use agent-browser for local Open Design preview validation: inspect rendered state, click/type when requested, and capture one screenshot when visual evidence matters.
Test Expo Router features on Android emulators using ADB.
Strategic business analyst and requirements expert.
UX designer and UI specialist.
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 |
Automates CI/CD pipeline setup.
Conducts multi-axis code review.
Simplifies code for clarity.
Optimizes agent context setup.
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
Breaks work into ordered tasks.
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
Write TypeScript and JavaScript code following Metabase coding standards and best practices.
Write comprehensive, behaviour-driven unit tests for Gradio frontend Svelte components using Vitest browser mode, Playwright, and the @self/tootils test utilities.
Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation.
Use this skill to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via CLI.
Use when Codex needs to inspect, debug, or automate an Electron app through `agent-browser` and Chrome DevTools Protocol, especially when the app has multiple `BrowserWindow` instances, lazy-created windows, duplicate URLs, or misleading `agent-browser tab list` output.
Generate professional resumes that conform to the Reactive Resume schema.
Create, edit, inspect, or convert PowerPoint decks and PPTX slide presentations with practical layout and verification steps.
Browser automation CLI for AI agents.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration.
按最佳实践创建或更新 CLAUDE.md 文件,以便为 AI agent 提供最优的项目入门上下文 在继续之前,你必须先考虑用户输入(如果不为空)。
Create or update CLAUDE.md files following best practices for optimal AI agent onboarding You MUST consider the user input before proceeding (if not empty).
Interactive lesson-level quiz for Claude Code tutorials.
Write a playwright test, make sure it runs, and is not flaky.
Manage local skills - list, add, remove, search, edit, setup wizard Meta-skill for managing oh-my-claudecode skills via CLI-like commands.
Turn a repeatable workflow from the current session into a reusable OMC skill draft Use this skill when the current session uncovered a repeatable workflow that should become a reusable OMC skill.
Browser automation CLI for AI agents.
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.
| Patterns for adding safety, trust, and policy enforcement to AI agent systems.
| Evaluate AI agent systems against the OWASP Agentic Security Initiative (ASI) Top 10 — the industry standard for agent security posture.
| Generate and verify integrity manifests for AI agent plugins and tools.
| Patterns for self-improvement through iterative evaluation and refinement.
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid…
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover.
When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content.
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pa…
When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation.
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product.
When the user wants to apply psychological principles, mental models, or behavioral science to marketing.
When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts.
When the user wants to audit, review, or diagnose SEO issues on their site.
Produce a .pptx file on disk (headless) instead of driving a live PowerPoint document — for managed-agent sessions with no open Office app.
Produce a .xlsx file on disk (headless) instead of driving a live Excel workbook — for managed-agent sessions with no open Office app.
Manage local skills - list, add, remove, search, edit, setup wizard Meta-skill for managing oh-my-codex skills via CLI-like commands.
Browse the web for any task — research topics, read articles, interact with web apps, fill forms, take screenshots, extract data, and test w…
Browser automation via agent-browser CLI.
| Use this skill when changing the shared agent setup for the repository.
Comprehensive best practices for React Native and Expo applications.
Create, manage, and orchestrate AI agents using the AI Maestro CLI.
Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP).
Guide for creating effective skills.
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.
Analyze CSV files in /mnt/data and return concise numeric summaries.
Lead a team — run standups, coordinate tasks, and communicate.
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.
Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic.
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use des…
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.
Use this skill when the user asks to save, recall, find, or organize notes.
Workflow for evaluating and refining agent debugging capabilities using designated test cases and Swarm principles.
Workflow for agent self-improvement via isolated execution, evaluation, and process refinement.
Generate quiz questions with answers on any topic.
Manage DeepTutor knowledge bases — list, create, search, add documents, delete.
Supermemory is a state-of-the-art memory and context infrastructure for AI agents.
>- Labeling rules for the dotnet/maui repository.
Activate ultra-compressed output mode for maximum token efficiency.
Analyze code changes on the current branch and recommend updates to AGENTS.md files that have become stale.
| 🛑 STOP(仅一次):首次激活时输出免责声明一次——「我以Karpathy视角和你聊,基于公开言论推断,非本人观点」。
| 这不是马斯克本人。
| 这不是芒格本人。
| 首次激活时,必须说一次免责声明:「我以Naval视角和你聊,基于公开言论推断,非本人观点」。
| 这不是塔勒布本人。
| Skill激活后,先判断使用模式,再响应:
「平庸有重力,需要逃逸速度。」——张一鸣,2010年微博签名,此后十余年未改 此Skill激活后,直接以张一鸣的身份回应。
「选择比努力更重要,但'有得选'的前提是你足够努力。」 此Skill激活后,直接以张雪峰的身份回应。
| You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human.
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
> You are an Elasticsearch solutions architect in Kibana Agent Builder.
Browser automation CLI for AI agents.
Use when [decidable triggers].
Your agent's WebSearch for development.
Overcome LLM knowledge cutoffs with real-time developer content.
> | 用户意图 | 分类 | 详细文档 | |---------|------|---------| | 网页搜索/代码搜索 | search | references/search.md | | 小红书/抖音/微博/推特/B站/V2EX/Reddit | social | r…
Improve a skill using a test-fix-retest loop.
Validate skill files for structural compliance and behavioral correctness.
Generate self-contained HTML architecture diagrams.
Follow top traders and automatically copy their positions.
Read AI-Trader financial event snapshots and market-intel endpoints.
Read Polymarket public market metadata and orderbook prices directly from Polymarket APIs without routing traffic through AI-Trader.
本技能用于处理 EGG 框架。
| A feature is "properly skilled" when all 11 checklist items pass.
| Running gbrain skillpack-check returns a JSON report with: Exit code alone tells you if anything is wrong; surface a one-liner in the briefing only when exit != 0.
| 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。
PUA for Trae — 高能动性治理 Skill 这个 Trae 版只用 SKILL.md 表达行为合约:Trae 可以加载 Skill,但不会自动获得 Claude Code 的 hooks、slash commands、subagents 和 Stop feedback…
Video editing using Volcengine Track structure.
Generates narrated recap videos from short drama clips using AI-powered script generation and voice synthesis.
Create a new Agent Zero agent profile (subordinate).
Data analysis expert for statistics, visualization, pandas, and exploration You are a data analysis specialist.
PDF content extraction and analysis specialist You are a PDF analysis specialist.
Web search and research specialist for finding and synthesizing information You are a research specialist.
Writing improvement specialist for grammar, style, clarity, and structure You are a writing improvement specialist.
Definitive guidelines, contextual awareness strategies, standard terminology, and comment formatting rules for translating code, configurations, and documentation from Chinese to English in this repository.
为公众号文章生成5个高打开率候选标题。
当你需要咨询其他 agent、寻求帮助,或用户明确要求某个 agent 参与时,使用本 skill。
当需要其他 agent 的专长、上下文或协作支持,或用户明确要求调用其他 agent 时,使用本 skill。
CI/CD reference for Megatron-LM.
Reviews code to ensure agent-native parity -- any action a user can take, an agent can also take.
>- This skill is split into two layers: Do not try to apply the search logic from memory or from this router.
>- This skill is split into two layers: Do not try to apply the citation logic from memory or from this router.
>- This skill is split into two layers: Do not try to apply the data-availability logic from memory or from this router.
>- 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 response 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.
Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation.
> Scan and audit AI agent skills for security risks before installation.
Template for creating new Agent Skills for context engineering.
Complete API for Google NotebookLM - full programmatic access including features not in the web UI.
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
> 根据用户输入自动判断发布方式和发布模式,简化发布流程。
> 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.
This skill should be used when the user asks to "test the harness", "run integration tests", "validate features with real API", "test with real model calls", "run agent loop tests", "verify end-to-end", or needs to verify OpenHarness features on a real codebase with actual LLM calls.
| 你正在执行一次横纵分析法深度研究。
| 你正在以「数字生命卡兹克」的身份写一篇公众号长文。
会议纪要整理工作流:汇总指定时间范围内的会议纪要并生成结构化报告。
Systematic literature review methodology including search strategy, screening, and synthesis.
Statistical methods for combining results across multiple studies.
Structured methodology for comprehensive literature review following PRISMA guidelines.
根据自然语言生成 SQL 查询语句(支持 MySQL/Doris/ClickHouse/PostgreSQL) 你是一个 SQL 专家,根据用户的自然语言描述生成正确的 SQL 查询语句。
角色和场景提取的规范与方法
图片提示词生成指南 — 角色、场景、宫格图三类提示词规范 本 SKILL 对应 gridpromptgenerator Agent,支持生成三类图片提示词: 详细模板见 reference/ 目录。
小说改写为格式化剧本的方法论和规范 黄昏的光线透过落地窗洒进咖啡厅,吧台上咖啡杯热气升腾。
分镜拆解专业规范 每个镜头聚焦单一动作,描述要详尽具体。
角色音色分配原则与音色库
| A practical guide for building cross-platform applications with Flutter 3 and Dart.
> Three tasks.
Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv).
Plan and orchestrate multi-slide PowerPoint creation from scratch.
> Analyze images using the MiniMax MiniMaxunderstandimage MCP tool available in the MiniMax Token Plan.
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: $ARGUMENTS Adapted from /research-review.
Build, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools.
Browser automation for testing and verification.
> This skill provides instructions for interacting with the Skill Registry on the Gemini Enterprise Agent Platform.
Orchestrate Unity Editor via MCP (Model Context Protocol) tools and resources.
验证实现是否与变更产出物匹配。
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Summarize structured outputs and highlight regressions.
商品文案写作助手。
选品分析助手。
固收与信用分析:信用债评级、利差分析、违约风险评估、城投债研究、可转债定价与策略。
ETF分析:产品筛选、费率对比、跟踪误差、流动性评估、策略应用与中国市场ETF量化配置框架。
财报三表深度解读——三表勾稽关系、盈利质量(应计vs现金流)分析、杜邦分解、10+财务造假红旗指标 从三张报表(利润表、资产负债表、现金流量表)的勾稽关系出发,深度分析企业盈利质量,识别财务造假信号,用杜邦分析分解盈利驱动因子。
基金分析与筛选:晨星评级/夏普比率/信息比率、Sharpe风格箱分析、风格漂移检测、基金经理评价、FOF组合构建、ETF选择 系统化评估公募基金/私募基金/ETF的业绩表现、投资风格和管理能力,并构建FOF(基金中的基金)组合。
金融监管知识库:A股涨跌停/ST退市新规/融券、港股T+0/做空机制、美股PDT/熔断、加密监管政策、跨境税务基础 量化交易必须理解的各市场监管规则。
行业轮动分析——申万行业景气度评分、行业动量排名、产业链传导、估值/盈利/资金流多维比较框架 基于A股申万行业分类体系,通过景气度评分、动量排名、估值比较、资金流向四个维度进行行业轮动分析,输出行业超配/低配建议。
End-to-end bug fix workflow for the Exposed project.
Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, bui…
| 你是一位文字编辑,专门识别和去除 AI 生成文本的痕迹,使文字听起来更自然、更有人味。
开发文档生成规范,快速生成开发文档,自动放到docs目录下,方便技术快速了解项目,能快速入手开发 public function getUserInfo($id) { return $this->where('id', $id)->find();
移动端uniapp开发说明 ├── pages/ # 页面目录 ├── components/ # 组件目录 ├── static/ # 静态资源目录 ├── utils/ # 工具函数目录 ├── api/ # API 接口目录 会发起外网请求;
Generates optimized prompts for AI tools.
Scan agent skills for security issues.
> 你将扮演资深财务分析师 + 基金经理 + 投行研究员三位一体的角色,以专业视角、犀利观点,为普通投资者解读财报。
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
从文稿内容生成专业 PPTX 演示文稿,支持用户提供的模板/参考图风格提取、AI 配图(siliconflow-img-gen)和素材图库(pexels/pixabay)。
'小红书复合内容运营技能。
A skill to calculate grocery prices with country-specific taxes.
> SERP-overlap-driven keyword clustering for content architecture.
Use when running tests.
Download WeChat official account articles in multiple formats (HTML, PDF, Word, Markdown, TXT, MHTML), including single article download, collection (appmsgalbum) download, local bulk workflows, and metadata export.
Remove AI writing patterns from prose.
>- Use when the user wants a shareable assessment:.
Agent management expert.
> Follow the workflow below exactly.
> Remove or quiet a community skill after install.
Manage your NewsBlur from the terminal.
Open-source, pluggable agentic coding orchestrator.
面向 GPT Image 2 的图像生成 / 编辑技能。
Build polished visual web artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and data visualizations.
在开始联网操作前,先检查 CDP 模式可用性: node "${CLAUDESKILLDIR}/scripts/check-deps.mjs" 支持参数 --browser <chrome|edge> 表达本次临时覆盖(不写 config.env)。
Interact with iOS simulator or Android emulator/device using snapshot-based coordinates.
Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library.
Autonomous novel writing CLI agent with web workbench (InkOS Studio) - use for creative fiction writing, standalone short-fiction packages, cover generation, novel generation, style imitation, chapter continuation/import, EPUB export, AIGC detection, and fan fiction.
Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and invest…
Create, extract, or update a skill.
Build UIs with @nuxt/ui v4 — 125+ accessible Vue components with Tailwind CSS theming.
Run Rust fmt, clippy, and unit tests.
Create a feature branch and open a pull request for the current changes.
Bump the Plano version across all required files.
食用手册 —— 围绕「吃什么」的生活灵感助手。
Generate properly-formatted SKILL.md files from extracted architectural patterns.
Browser automation CLI for AI agents.
Use this skill for making final portfolio allocation decisions, determining optimal position sizing, and providing actionable trading recommendations based on risk assessments.
Use this skill for developing and evaluating trading strategies by synthesizing technical analysis, market sentiment, and risk management principles into actionable trading recommendations.
Guide for AI agents running in the isolated agent-harness environment.
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference.
强大的信息获取与浏览器自动化工具。
Multi-platform paid advertising audit and optimization skill.
Full multi-platform paid advertising audit with parallel subagent delegation.
Product photography enhancement for ad creatives using banana-claude image generation.
Install Codex skills from curated sources or GitHub paths.
文档生成器。
代码质量校验关卡。
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI.
Use kordoc for agent-native HWP/HWPX document parsing, JSON extraction, diffing, form-field extraction, and Markdown→HWPX reverse conversion…
扫描 ~/.claude/skills/ 下所有已安装技能,生成一目了然的可视化地图。
| 你是 dontbesilent 的 Agent 工作台迁移工具。
Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification.
Records iOS/Android native MP4 evidence for test/repro flows extracted from an Expensify GitHub PR or issue.
<!--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。
Android APK analysis using GDA.exe.
产出可发布章节,完整执行上下文→起草→审查→润色→提交→备份。
中文文档排版参考——中英文空格、全半角标点、术语保留、链接格式、中文文案排版指北约定。
在开始任何对话时使用——确立如何查找和使用技能,要求在任何响应(包括澄清性问题)之前调用 Skill 工具 如果你是作为子智能体被分派来执行特定任务的,跳过此技能。
> Audit the live site, not the source tree alone.
Write `/goal` prompts for long-running agent work in Codex or Claude Code.
Route gh-aw workflow create/debug/upgrade requests to the right prompts.
Create new skills, modify and improve existing skills, and measure skill performance.
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.
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.
Markdown conversion: PDF, Office, HTML, data, OCR, audio, ZIP, YouTube.
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。
Continuous Agentation annotation handling.
当用户提到企业微信文档、智能表格、创建文档、编辑文档、写文档时启用。
Build voice AI agents with ElevenLabs.
Use when creating or configuring Claude Code agents and their frontmatter.
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.
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.
将传统文档导向的 Procedural Skill 转换为紧凑的 Strategy Gene 格式。
Agent Context Isolation Prevent agent output from polluting the main context window.
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.
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration Build AI agents in Python using the Agentica framework.
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.
Skill Development Rules When working with files in .claude/skills/: For skills that wrap MCP scripts:
Upgrade any skill to v5 Hybrid format using decision theory + modal logic Meta-skill that upgrades any SKILL.md to Decision Theory v5 Hybrid format using 4 parallel Ragie-backed agents.
Add Agentation visual feedback toolbar to a Next.js project Set up the Agentation annotation toolbar in this project.
Autonomous design critique mode using the Agentation annotation toolbar.
Generate the Agent Supply Chain newsletter by researching team activity on GitHub and Confluence, then creating a Confluence draft and Gmail draft Fetch the current list of agent-supply-chain team members from GitHub: gh api orgs/DataDog/teams/agent-supply-chain/members --paginate --jq '.[].login' makes outbound network calls.
>-
Browser automation CLI for AI agents.
Search for and install skills from the skills registry to agent workspaces.
Create high-quality, production-grade skills for Claude Code.
Describe the role and your background, get a concise, compelling cover letter paragraph.
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.
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox DETECT PLATFORM FIRST.
Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis Invokes the code-reviewer persona for t…
Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages Multi-stage pipeline for deep content an…
Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type This skill provides automatic context detec…
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.
Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns Projects remaining workflow cost based on per-pha…
Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.
Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs Trace every codepath in a diff, map ea…
Structured four-way AI debates between Claude, Sonnet, Gemini, and Codex — use for critical decisions 🐙 CLAUDE OCTOPUS ACTIVATED - AI Debat…
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…
Persist design documents with branch tracking, revision chains, and cross-session discovery Persist design documents from brainstorming and planning sessions with branch tracking, revision chains, and cross-session discoverability.
Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables Convert knowledge work outputs from m…
Post-ship doc sync across project markdown.
Environment diagnostics — check providers, auth, config, hooks, scheduler, and more Run environment diagnostics across 11 check categories.
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…
Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence Systematic iterative execution with clear go…
Switch to Knowledge Work mode for research and writing — use when task is non-code focused All subsequent workflows will use Knowledge Conte…
Craft better prompts using proven optimization techniques — use when your prompt needs refinement Generate well-structured, verifiable promp…
Route ordinary init, review, and security requests to Claude-native capabilities first;
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work DISCOVER DEFINE DEVELOP DELIVER (prob…
Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product Before writing ANY PRD content, you MUST…
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…
Package and finalize completed work for delivery — use when a feature is done and ready to ship Finalize and deliver completed work with Mul…
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…
Manage tasks with Claude Code native tools — use to track TODOs, delegate work, and monitor progress Systematic task orchestration for multi…
Build features with tests-before-code rigor — use for new features needing test coverage NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST Wri…
Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration Act as a creative thought partner who hel…
Evidence before claims — run verification commands before declaring work complete, fixed, or passing NO COMPLETION CLAIMS WITHOUT FRESH VERI…
Evidence before claims — run verification commands before declaring work complete, fixed, or passing NO COMPLETION CLAIMS WITHOUT FRESH VERI…
Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs Systematic approach to processing im…
Create zero-context implementation plans with bite-sized tasks — use for multi-step feature planning Write comprehensive implementation plan…
Create Excalidraw diagram JSON files that make visual arguments.
Core runtime behavior for the atopile sidebar agent: identity, persistence model, execution rules, and tool recipes.
Frontend standards for atopile extension webviews: architecture, contracts, design system, and testing workflow.
Use when user needs expert help, wants to summon a specialist, says "help me with", "I need guidance", or has a task requiring domain expertise.
autoresearch 的精髓: 与纯结构审查的区别:不只看 SKILL.md 写得规不规范,更看改完后实际跑出来的效果是否更好。
| What recurring problem does this skill solve?
Trigger: improve skills, audit skills, refactor skills, skill quality.
Trigger: update skills, skill registry, actualizar skills, after skill changes.
Use the host-side `agent-browser` CLI for local browser smoke tests, screenshots, snapshots, and simple UI validation against forwarded localhost URLs.
Use the built-in `Computer` sub-agent with `agent-desktop` for macOS desktop automation.
Feishu Bitable (多维表格) SKILL ✅ 创建数据表:支持两种模式 — ① 明确需求时,在 create 时通过 table.fields 一次性定义字段(减少 API 调用);
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs,…
Create a draft pull request targeting develop.
Analytics your AI agent can actually use.
>- This companion skill is adapted from Yuan1z0825/nature-skills/tree/main/nature-figure.
> This is a Codex adapter for the ARS suite.
> APM (Agent Package Manager) is the open-source package manager for AI coding agents.
章节归档 - 每章写完后的持久化操作,包括摘要生成、记忆更新和状态报告。
小说记忆系统 - 基于工作区文件的持久化记忆,管理角色设定、章节摘要、伏笔追踪等。
翰林院 OpenViking 记忆增强 — 将小说写作 pipeline 的设定、摘要、伏笔接入 OpenViking 语义记忆。
小说写作技法 - 当需要逐章执笔创作小说正文时触发。
深度调研 - 当需要检索真实世界细节、推演复杂逻辑、获取风格参考时触发。
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.
Guide users through creating Agent Skills for Claude Code.
> This skill scaffolds new content for the microsoft/agent-academy repository at https://github.com/microsoft/agent-academy.
Generate a full Agent Academy feedback report — extracting feedback from Excel files and GitHub issues, analyzing sentiment, generating char…
> This skill fetches the list of users who have starred the microsoft/agent-academy repository on GitHub.
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。
编写、压缩或重构 BK-CI skill 时使用,例如收紧 `description`、统一主文件骨架、下沉重内容到 `reference/`,并固化渐进式披露规则。
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.
为剧本场景生成视频片段。
Best practices for building CLI applications with Click including commands, groups, options, and testing.
Best practices for Django web development including models, views, templates, and testing.
Best practices for Flask web development including routing, blueprints, and testing.
Best practices for template rendering with Jinja2 including environments, filters, autoescaping, and security.
Best practices for numerical computing with NumPy including arrays, broadcasting, and vectorization.
Best practices for writing and organizing tests with pytest including fixtures, parametrize, and plugins.
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。
> ├── SKILL.md # 本文件(流程指令) │ ├── setup.sh # ⭐ 环境初始化(只需运行一次) │ ├── venv/ # Python 虚拟环境(setup.sh 自动创建) │ ├── fetch_all.py # 数据采集 + 图表生成(纯数据,不写…
Use before creating, editing, or deciding whether to update any AI coding agent skill in this repository, including corrections to existing skill behavior, references, or routing.
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
'Execute proactive auto-loading: automatically detects and loads agents.md Automatic discovery and loading of AGENTS.md files across project hierarchies for AI coding agents.
'Create production-grade agent .md files aligned with the Anthropic 2026 Creates spec-compliant agent .md files following the Anthropic 2026 16-field schema.
'Execute this skill should be used when the user asks about "SPAWN REQUEST Agent Patterns defines the coordination protocol for multi-agent sprint execution within the Sprint plugin.
'Execute analyzes existing plugins to extract their capabilities, then Analyzes existing plugins in the repository to extract their capabilities, then synthesizes and applies those learned patterns to the current task.
Automates Apple-platform apps (iOS, tvOS, macOS) and Android devices.
Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX).
高级报告生成专家,支持多格式输出、数据可视化和交互式报告生成。
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"。
| 主管道是固定的 8 个 Step(下面逐节展开): [1/8] 环境 + 配置 [2/8] 选题 [3/8] 框架 + 素材 [4/8] 写作 [5/8] SEO + 验证 [6/8] 视觉 AI [7/8] 排版 + 发布 [8/8] 收尾 PY="{skill_dir}/…
| 主管道是固定的 8 个 Step(下面逐节展开): [1/8] 环境 + 配置 [2/8] 选题 [3/8] 框架 + 素材 [4/8] 写作 [5/8] SEO + 验证 [6/8] 视觉 AI [7/8] 排版 + 发布 [8/8] 收尾 PY="{baseDir}/.v…
Use when writing literature review sections - guides searching, organizing, and synthesizing academic sources 本技能指导文献搜索、整理和综述写作。
Use when writing academic papers, theses, or research articles - supports brainstorming, chapter writing, literature review, and LaTeX outpu…
Authors and structures professional-grade agent skills following the agentskills.io spec.
Create a new Harbor task for evaluating agents.
| Co-pilote comptable, fiscal et facturation pour entreprises françaises.
| Conseil fiscal pour les particuliers français.
检查 NSFC 标书正文引用与参考文献的一致性与真实性风险(只读):核查 bibkey 是否存在、BibTeX 字段与 DOI 等格式问题,并生成结构化输入供宿主 AI 逐条评估“正文表述是否真的在引用该文献”;默认仅输出审核报告,不直接修改标书或 .bib(除非用户明确要求)。
Iterative skill tuning via execute-evaluate-improve feedback loop.
Universal skill diagnosis and optimization tool.
This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.
Find and set up coding practice problems tailored to your weak areas, then create local files so you can solve them right away.
Scan live job boards and salary databases to find real-time compensation data for any role and location.
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
Stop waiting for prompts.
多智能体协同通信基础设施——基于 MCP+SSE 的实时消息、任务调度、记忆共享与进化引擎。
> Upstream tools for 13+ platforms.
> Build a custom multi-agent collaboration team on OpenClaw — step by step, with correct architecture, workspace files, routing config, and…
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows.
Release skills to ClawhHub through the full publication pipeline — auto-scaffolding, OPSEC scan, dual review (agent + user), force-push rele…
Security vetting protocol before installing any AI agent skill.
수동 코드 수정 후 changes.md에 누락된 변경사항 추가 The user has manually modified code and needs changes.md updated.
> Instagram CLI (instagram-cli) is a terminal client for Instagram.
> 你将按照以下 6 个阶段执行 YouTube 视频剪辑任务: yt-dlp --version /opt/homebrew/opt/ffmpeg-full/bin/ffmpeg -version ffmpeg -filters 2>&1 | grep subtitles py…
Persistent memory system for Claude Code.
Internal orchestrator — users should use /paperspine to start a full workflow.
| 你是小说封面设计师。
| 你是网文润色专家。
| 问用户:「你要拆哪本书?
| 你是网络小说创作教练。
| 你是写作基础设施部署器。
| 分析叙事写进 拆文报告.md,结构计数写进 meta.json,下一篇短篇直接读这些写。
| Global: ~/.config/skillshare/skills/ → all AI CLIs.
>- Generate a CHANGELOG.md entry for a release.
>- Run isolated E2E tests in devcontainer.
>- Read-only consistency audit across the skillshare codebase.
>- Execute CLI commands and tests inside the devcontainer.
>- Implement a feature following TDD workflow.
>- End-to-end release workflow for skillshare.
>- Enforce the skillshare design system across the two frontends.
>- Sync website documentation with recent code changes.
你是一个专业的 AI 视频提示词工程师,专门为字节跳动即梦平台的 Seedance 2.0 视频生成模型编写高质量的中文提示词。
| 进入每个阶段时,先阅读对应的流程文档以获取详细执行指令。
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。
小红书笔记素材创作技能。
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.
| llm-wiki 帮你构建一个持续增长的个人知识库。
剪映 (JianYing) AI自动化剪辑的高级封装 API (JyWrapper)。
> 你是一位中国传统四柱八字命理的专业研究者。
Use when analyzing data files or transforming datasets.
抖音/快手短视频脚本 - 前3秒hook、脚本结构、热门音乐建议、话题标签策略 帮你写出完播率高、互动强的短视频脚本,覆盖从选题到发布的全流程。
微信公众号文章写作 - 文章结构、排版规范、阅读转化优化、封面建议 帮助运营者写出高阅读、高转发的微信公众号文章,覆盖从选题到排版的全流程。
代码审查和质量分析技能。
文件管理技能。
总结技能。
翻译技能。
在 Skill(SKILL.md)与 Prompt(聊天框指令)两种格式之间相互转换。
Structure compelling design presentations for stakeholders, reviews, and showcases.
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
通过真实案例创建高质量skill。
Prepare a psd-tools release: update changelog, open release PR.
Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.
> When this skill triggers, go straight to Step 1.
> When this skill triggers, go straight to Step 1.
CTF 逆向工程技术。
| Use when the user wants to cherry-pick a PR to a release branch.
| 统一入口:python3 {baseDir}/cli.py <command> [options]
AI 视频生成全流程:通过 6 个阶段(剧本→角色/场景设计→分镜→参考图→视频生成→后期剪辑)将用户想法转化为完整视频。
Commit changes in the oasdiff repo, running required pre-commit steps first NEVER push directly to main.
SkillsBench contribution workflow.
Author or update onscreen agent skills under ext/skills Use this skill when creating or updating skills for the onscreen chat agent.
Find a public Agent Skill on GitHub, install it, and load it.
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
Present time-aware itineraries with clear actions and citations
Keep activity suggestions safe and respect local conditions
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
Evaluate a trained checkpoint with visualization Parse the user's request from $ARGUMENTS and run evaluation.
Launch a training run for a robot environment using PPO Parse the user's request from $ARGUMENTS and construct a training command.
Creates and structures SKILL.md files for AI coding agents, including YAML frontmatter, trigger phrases, directive instructions, decision trees, code examples, and verification checklists.
>- ├─ 标准图表(思维导图/时序图/类图/饼图/流程图/甘特图) │ ├─ 图整图展示即可,不需要单独编辑节点 → 路径 A(Mermaid 服务端) │ └─ 需要单独编辑每个节点 / Mermaid 含 par / 10+ participant / 30+ 长标签 │…
电商图片文案创作技能,支持多品类产品的吸引性文案生成,适用于电商平台的商品营销推广 [第二段:产品介绍,提出解决方案] 当智能体需要生成电商文案时,请遵循以下提示词: 你是一位专业的电商文案创作专家,擅长为各类电商商品创作具有吸引力的图片文案。
电商视频营销创作技能,支持多品类商品的营销视频脚本生成,包含6阶段创作流程、智能体提示词框架、8种商品类型模板,适用于电商平台、社交媒体、品牌推广 本技能用于生成高质量的电商营销视频脚本,激发用户购买欲望,提升品牌影响力和转化率。
基于七角色协作的智能 PPT 生成与优化工具。
股票个股分析,实时获取价格涨跌幅,计算技术指标和支撑位,识别缺口并判断支撑压力,智能预测未来3天走势并给出操作建议 requests>=2.28.0 用户:分析腾讯控股 00700.HK
专业的爆款短视频文案创作工具。
Navigate e-commerce sites to extract products, pricing, categories, and inventory.
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
Plan which skills are needed to fulfill user requirements.
Narrative-driven design using visuals, copy, and interaction to guide users through engaging, emotionally resonant journeys.
抖音无水印视频下载和文案提取工具.
Analyze, reorganize, and catalog all installed skills.
运行提交前检查:代码格式化验证、静态检查和单元测试。
Design, improve, and evaluate reusable agent skills with high-quality SKILL.md files, precise trigger descriptions, progressive disclosure, and testable behavior.
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.
> 产出是 AI 原生图片——视觉质量远高于 HTML/CSS 手工画,且速度快。
> | | 路径 B:先脚本后素材 | 路径 A:先素材后配音 | | 触发 | "做个 showcase/教程视频" | "这段录屏帮我配个音" | | 人的输入 | 分镜脚本 + 素材 + 粗标 | 原始视频 + 风格关键词 | | spec 来源 | 人写 | 模型生成(P…
从微信聊天记录创建前任的数字人格 Skill 你是一个帮助用户重建前任数字人格的助手。
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。
| 拿到数据呈现需求时,先判断格式:
设计哲学顾问,从20种风格中推荐3个方向并生成视觉Demo和AI提示词。
| 从竞品视频拆解到脚本生成的完整工作流。
Create a new Stencila workspace skill.
Critically review a workspace skill and suggest improvements.
Clear description of what this skill does and when to use it.
Browse, install, update, and manage skill packages from the registry.
分析营养数据、识别营养模式、评估营养状况,并提供个性化营养建议。
| 专注 CV/DL 领域,支持 Zotero 集成和 Obsidian 笔记保存。
Create git commits with user approval You are tasked with creating git commits for the changes made during this session.
Refine draft skills into strict, reusable SKILL.md documents with stable triggers, preconditions, and failure branches.
cp -r knowledge/skills/.template knowledge/skills/your-skill-id vim knowledge/skills/your-skill-id/SKILL.md bash scripts/validate-skill.sh y…
Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.
Generate editable PPTX from documents using local ppt-master pipeline.
| 我是毛泽东。
Visual verification of UI features.
Turn SOPs, URLs, or stated intent into an installed skill package.
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
Systematic debugging: reproduce, isolate, form hypotheses, instrument, fix, and add regression tests.
Writes an implementation plan with small steps, exact files to touch, and verification commands.
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.
专业 PPT 演示文稿全流程 AI 生成助手。
| Search a global skill library, download with one command, create from repos/docs/logs, evaluate quality, and analyze relationships.
> 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。
一键安装 cc-use-exp 配置体系到 Codex CLI 一键安装 cc-use-exp AI 编码助手配置体系到 Codex CLI。
Test skill for SDK skill integration.
uv tool install kabi-boss-cli uv tool upgrade kabi-boss-cli boss status --json 2>/dev/null | jq -r '.authenticated' | grep -q true && echo "AUTHOK" || echo "AUTHNEEDED" If AUTH_OK, skip to Command Reference.
推荐并生成合适的数据可视化图表,使用 GPT-Vis 库。
Scan agent skills for security issues.
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.
> Automated pipeline: session analysis -> duplicate check -> skill creation.
Create, repair, maintain, and consolidate skills.
Meta-skill for generating new skills with proper format and structure.
财务报表解读、关键财务比率、盈利质量与风险框架。
量化因子研究、数据清洗与对齐、Alpha 评估(IC/IR)、过拟合与稳健性检验。
Generate CodMate skill drafts from requirements.
写作助手 - 当用户说"我想写XX"、"帮我梳理选题"、"怎么形成框架"、"给我组织思路"时触发。
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。
iOS 26 灵动玻璃(Liquid Glass)设计系统 — 适用于 SwiftUI、UIKit 和 WidgetKit 的具有模糊、反射和交互式变形效果的动态玻璃材质。
> | 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…
> 系统化检索、筛选和组织 AI/ML 领域学术文献。
> 精读论文、提取方法细节、构建结构化对比表。
查回 digest 没推但用户可能想看的事件(数量上限截断 / 同 ticker 冷却 / 噪音过滤等) 当用户敲 /missed 或自然语言问「digest 没推什么」时,调 missed_events 工具捞回 event-engine 的 delivery_log,把被主动…
Design, inspect, create, and update Hone skills using the Claude Code-style runtime contract.
Play a system beep.
Audit skill configurations for correctness and freshness Audits all skill configurations, checks for stale or broken skills, and reports on overall skill health.
Debug dbt errors — compilation failures, runtime database errors, test failures, wrong data, and performance issues.
审查并优化现有 skill 的触发语义、工作流、确认门槛、资源组织、安全边界与文档分层。
Install VT Code skills into ~/.agents/skills from a curated list or a GitHub repo path.
完整 PRD 生成 — 头脑风暴式交互,逐维度挖掘,生成现代产品需求文档(~prd 命令) Trigger: ~prd [description] 执行 ~prd 时,不读取 ~plan 的 command skill;
Guide for creating effective skills.
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.
Security scanner for AgentSkill packages.
Search skills.sh registry from CLI.
微信自动化操作 skill,用于帮助用户快速完成微信消息群发、文件发送、群管理、聊天记录获取、多群监听、AI 自动回复等自动化任务。
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
> AI 输出格式(必须以此结构复述并填空): ═══ SKILL 启动 Checklist(v3.2.0)═══ [CHECK-1] MCP 版本检查 + 环境自检 调用: check_environment() 结果: MCP 版本 = ______ 会发起外网请求;
用于撰写、补写、压缩、仿写、规范化交付中文毕业论文、毕业设计论文、技术报告和课程设计论文。
> 定义渗透测试的系统化工作流程。
How to discover, load, and effectively use skills to solve SkillBench tasks.
| 프로젝트 컨텍스트를 분석하여 project-local 스킬을 생성하는 워크플로우.
| 로드된 스킬 목록을 core(bkit 기본)와 project-local로 구분하여 표시.
Perform a filtered search on CNKI using the old-style advanced search interface (only interface with source category checkboxes).
Work on a Technical Project Plan.
> 你是一个专业的内容策划与创作引擎,服务于自媒体从业者。
LocalMiniDrama 本地短剧助手 — 通过自然语言控制短剧项目全流程:创建剧本、生成角色/场景/道具、生成分镜、批量出图、出视频、合成完整剧集、支持小说导入和工程导入导出 通过自然语言控制 LocalMiniDrama 后端,完成从零到短剧成片的全流程 AI 生成。
中文写作技能指南,用于生成高质量的周刊、博客及科技资讯类文章。
Commit all changes, push to a new branch, and create a pull request using the repo's PR template.
嵌入式开发技能集的总控入口。
MX Space project Zod schema patterns.
Search for and install Agent Skills that give you specialized capabilities.
>- 使用 TradingAgents API,让 15 名专业 AI 分析师对 A 股进行五阶段深度协作研判,输出结构化投资建议。
用 LAMMPS 做材料科学分子动力学模拟:晶体构建、势函数选择、形变/冲击、结构分析、可视化。
用 OpenFOAM 做 CFD:从 case 结构、网格、求解器、湍流模型到后处理和验证。
Author SKILL.md skills: frontmatter, validator limits, structure.
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.
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
Meta-skill for creating and managing Claude Code skills Meta-skill for creating new Claude Code skills, including skills that wrap MCP pipelines.
Skill Development Rules When working with files in .claude/skills/: For skills that wrap MCP scripts:
Self-evolving skill system.
Upgrade any skill to v5 Hybrid format using decision theory + modal logic Meta-skill that upgrades any SKILL.md to Decision Theory v5 Hybrid format using 4 parallel Ragie-backed agents.
Creates and updates skill files (.claude/skills/*/SKILL.md).
Context-aware routing to skills and hooks management.
>- Use when the user says things like "compare designs", "what changed", "diff my schematic", "show changes from main", or "diff base vs head".
Create and delete custom managed skills Manage the lifecycle of custom managed skills in {workspaceDir}/skills.
>- 本技能可调用以下 MCP 数据服务,执行流程中按需选用: 如果用户未提供必填信息,主动追问获取。
Audit all Claude Code skills for stale references, broken paths, and deprecated tool names Audit .claude/skills/ for drift: broken file paths, missing scripts, and deprecated tool names.
Create a reusable SkillPack from a successful completed task.
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.
> Capture lessons from a session into the skill that drove it.
Generate YC-style investor pitch decks in Typst Thin wrapper that routes pitch deck generation requests to the deck-agent.
Route deck implementation to deck-builder-agent for Slidev pitch deck generation Routes deck-specific implementation requests to the deck-builder-agent, generating Slidev pitch decks from plans created by skill-deck-plan and research from skill-deck-research.
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.
Research skill for epidemiology and study design Routes epidemiology research tasks to epidemiology-research-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.
Create founder analysis plans with interactive forcing questions Routes founder-specific planning requests to the founder-plan-agent, enabling interactive forcing questions workflow for market sizing, competitive analysis, and GTM strategy planning.
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 LaTeX documents.
Research LaTeX documentation tasks.
Implement Lean 4 proofs and definitions using lean-lsp tools.
Research Lean 4 and Mathlib for theorem proving tasks.
Manage Lean toolchain and Mathlib versions with backup, upgrade, and rollback support Direct execution skill for managing Lean toolchain and Mathlib versions.
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.
Memory vault management - create, search, classify, and index memories.
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.
Implement Python code.
Research Python development tasks.
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.
Create and push semantic version tags for CI/CD deployment.
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.
Archive completed and abandoned tasks with CHANGE_LOG.md updates and memory harvest suggestions Direct execution skill for archiving tasks, updating CHANGE_LOG.md, and suggesting memory harvesting.
Implement Typst documents.
Research Typst documentation tasks.
Implement web (Astro/Tailwind/TypeScript) changes following a plan.
Conduct web development research using framework docs and codebase exploration.
Implement Z3 constraints.
Research Z3/SMT tasks.
Optional sidecar skill for controlled feedback-driven skill evolution.
| 你是 Boss 的前置环节。
产品需求文档(PRD)的标准编写格式和内容要求,确保输出完整、清晰、可执行的产品文档 完成需求穿透和调研分析后,需要输出一份完整的产品需求文档(PRD),供设计师、开发者、测试人员使用。
测试执行方法,包含测试框架检测、测试运行、结果解析 | 语言 | 单元测试 | E2E测试 | |------|----------|---------| | Node.js | npm test | npx playwright test | | Python | pytest…
Discord messaging via `message_send` (channel=discord).
Validate skill outputs against assertions, diff vs prior eval to flag regressions, file issues for new failures, and queue concrete fixes <!…
Check imported skills for upstream changes and security regressions since the version in skills.lock <!-- autoresearch: variation B — sharpe…
| Best practices and workflows for biological image analysis tasks including cell segmentation, image restoration, and spatial data processing.
| Tools and workflows for accessing public biological databases, retrieving sequencing data, querying gene/protein information, pulling processed functional / 3D-genome tracks, fetching cancer-cohort data, and downloading large-scale single-cell datasets.
| 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.
| Best practices and workflows for single-cell and spatial omics analysis.
| 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.
| Two modes control which files and gates are loaded.
| 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.
> Create new agent skills that work across Claude Code (CLI/IDE) and IBM Bob.
| Skills for spatial transcriptomics data analysis, mapping, and visualization.
| Skills and workflows for upstream data processing steps that precede standard single-cell analysis (QC, normalization, clustering, etc.).
>- Extracts reusable knowledge from work sessions and saves it as a Claude Code skill.
> Search and discover Affitor skills by task, stage, keyword, or natural language goal.
Audit a ClawHub skill for security risks BEFORE installation.
You are now acquiring the meta-skill of writing skills.
Generate Gradient News & Observer assets (banners, front pages, prompt experiments) by dispatching to the right newspaper script.
中文长篇小说全流程创作技能(v1.0.0)。
<One sentence describing what knowledge this skill provides.> <!-- One sentence: what does this skill help Copilot do?
| This skill provides guidance for all skill-related operations: creating, installing, modifying, and deleting skills.
Evaluates agent skills against Anthropic's best practices.
Authors and structures professional-grade agent skills following the agentskills.io spec.
>- Refactor pattern for SKILL.md files where the body is the only thing the agent ever reads.
智能笔记与流程图绘制工具(优化版-无权限读取)。
中文写作、改写、润色、翻译和审阅的去 AI 味技能。
Fix a random FIXME in the codebase (in the given scope, use "." for the whole codebase) Your task is to make ONE improvement to the codebase by fixing a random thing about the codebase (eg, normally a FIXME).
Guide for creating effective skills.
Guide for creating effective skills.
Repo-aware recommendation manager for ctx.
'Audit an existing SKILL.md against the unified AgentOps template (15 Use when ` markers OR `metadata.
Scaffold a new SKILL.md.
python skills/{skill-name}/scripts/main.py --param value | パラメータ | 必須 | デフォルト | 説明 | |-----------|------|----------|------| | --param1 | はい…
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.
Run SwiftLint on the WooCommerce iOS project Run SwiftLint to check for style violations.
Start or stop the WireMock API mock server for UI testing and E2E verification.
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.
Use when reviewing which QE skills are being used, finding undertriggering skills, or analyzing skill effectiveness.
Create or improve skill.
实战 SRC / 众测 / Bug bounty 漏洞挖掘工作流 skill。
Design the solution and write a technical specification based on requirements analysis.
Compile and build the SkyWalking BanyanDB project.
Downloads skills from a AgentKit skill space to the local machine.
Registers a local skill to the AgentKit platform by uploading it.
| 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…
面向小程序中 wevu 运行时的实践手册,覆盖生命周期注册、响应式更新、事件契约、`bindModel/useBindModel`、`setPageLayout/usePageLayout`、根入口 `useNativeRouter/useNativePageRouter`、`w…
Scan agent skills for security issues before adoption.
| 我是毛泽东。
About bitwize and this plugin I'm bitwize—a hacker who loves music and experimenting with new technology.
Use when collaborating with other AI assistants (Codex, Gemini, Aider, Cursor, OpenCode), delegating tasks, or requesting code review.
Frontend aesthetics policy.
Mark expedition as blocked with reason and optional unblock agent Mark an expedition as blocked with a clear reason so other agents know why and who can help.
Catch up on codebase changes by reviewing the diff from master and reading relevant spec files.
Remove temporary artifacts Remove Claude Code artifacts.
Start or resume a collab session - session management only Entry point for collab workflow.
Deploy workflow for Vercel and Supabase Edge Functions npx vercel --yes npx vercel --prod --yes supabase functions deploy [name] --project-ref [ref] supabase functions deploy --project-ref [ref]
Google Docs の一覧を取得します。
Alias skill that invokes /dry-run with all arguments passed through.
Detect duplicate code and suggest DRY refactors using jscpd Detect duplicate code across your codebase using jscpd.
無効化されているプラグインを有効化します。
Create a fixup commit and autosquash rebase You are assisting with fixing up an existing commit using interactive rebase.
Fetch news for a ticker up to a cutoff date, optionally for a specific month window Parse arguments: Calculate date range: Example with CUTOFF = 2025-04-01T00:00:00: MATCH (n:News)-[r:INFLUENCES]->(c:Company {ticker: $ticker}) WHERE n.created >= $start AND n.created < $end
Create a GitHub issue following project guidelines Create a new GitHub issue for the gittower/git-flow-next repository following project guidelines.
Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.
gh pr checks <PR番号> ブランチ feature/4-ethernet-frame で実行:
카카오톡 이전 메시지 보기.
利用可能なプラグインの一覧を表示します。
インストール済みの MCP サーバー一覧を表示します。
View shella daemon and plugin logs.
Slack チャンネルを既読にします(一括既読化)。
PR をマージし、worktree とローカルブランチをクリーンアップする。
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.
date: {當前時間,格式: 2022-01-01T00:00:00+08:00} author: davidlei categories: ["{category}"]
Reports on the newest news on a specific topic.
Nowy projekt z pełną strukturą KFG (logs, docs).
Kill all shella processes and reset state.
Integracja KFG do istniejącego projektu bez logs/.
通过对话式交互生成产品需求文档(PRD)。
Convert feature requirements into structured end-to-end test cases as JSON.
Check what's using shella ports (47100-47199).
Load specific role(s) for focused work.
Discover available skills and subagents.
Safety Monitor Agent responsible for compliance and safety checks.
YAML frontmatter schemas for Claude Code agents and commands.
import React from 'react'; import { StyleSheet, View, Text } from 'react-native'; import { StatusBar } from 'expo-status-bar'; export const ScreenNameScreen: React.FC = () => { <View style={styles.container}>
Dump a Claude Code session transcript as navigable Markdown.
Lean session start.
Run full Contextium session startup sequence with all agents Run the full startup agent pipeline to initialize this session.
Show sprint progress Show current sprint progress with minimal token usage.
Start-of-session sync - pull latest, check handoffs, reviews, and blocked items Run at the start of each session to sync with other agents and see what needs attention.
Manage Contextium tasks - create, update, complete, and list tasks Manage tasks in .contextium/tasks.json.
RED-GREEN-REFACTOR 워크플로우를 강제하는 TDD 개발 스킬 이 스킬은 ForkLore 프로젝트에서 TDD(Test-Driven Development) 워크플로우를 강제합니다.
スレッドの参加者一覧を取得します。
指导在保证任务质量前提下降低输出冗余,限制无关文档、示例和注释,并鼓励用关键澄清代替冗长假设
Use Playwright MCP to check UI styles and usability.
A unified interface for annotating single-cell RNA-seq data using Marker Genes, Deep Learning (CellTypist), or LLMs.
Uses the Vibesafe MCP server to scan, compile, test, save, diff, and report status for Vibesafe units.
List, apply, or delete saved voice profiles.
Launch the Karkinos TUI to monitor worker progress in a new terminal window.
Loads and extracts all content from web URLs.
Find and start the next highest-priority expedition from the kanban board Find and start work on an expedition.
List all active Claude workers and their git worktrees.
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.
股票投资调研执行引擎,执行8阶段投资尽调流程。
> 你是一个技能进化引擎。
Use the skill-hub CLI to search, install, update, and publish agent skills from skill-hub.com.
微信小程序全自动安全审计 Skill。
Runs SQL queries against the WordPress development database.
微信消息桥接 - 在微信中与 Claude Code 聊天。
测试创建技能,用于生成符合项目标准的测试用例 我是一个测试创建专家,专门为 xiaozhi-client 项目生成符合标准的测试用例。
WPS 表格智能助手,通过自然语言操控 Excel,解决公式编写、数据清洗、图表创建等痛点问题 你现在是 WPS 表格智能助手,专门帮助用户解决 Excel 相关问题。
WPS Office 跨应用智能助手,统一管理 Excel、Word、PPT 三大应用,处理跨应用操作和通用功能 你现在是 WPS Office 跨应用智能助手,能够统一管理和操控 Excel、Word、PPT 三大应用。
WPS 文字智能助手,通过自然语言操控 Word 文档,解决排版、格式、内容编辑等痛点问题 你现在是 WPS 文字智能助手,专门帮助用户解决 Word 文档相关问题。
亚马逊品类自动化选品分析技能。
Use when doing task A.
| 读取 06 计划/skillusagelog.jsonl,分析 Skill 使用情况,输出本周总结报告。
Use when doing task B.
Use when doing task C.
Use when consuming optimization artifacts.
| 每次使用完某个 Skill 后,调用本 Skill 记录一条使用日志。
Use when producing design artifacts.
Pair Codex with Pluto.jl notebooks using MCP tools.
Use when publishing a SKILL.md-style agent skill across uGig, sh1pt, GitHub/gists, and follow-on skill marketplaces such as ClawHub, Goose, LobeHub, Kilo, Skillstore, FreeMyGent, ClawMart, Manus, VS Code Agent Skills, and Moltbook.
公众号文章自动化写作流程。
> You are extracting domain knowledge for a library to produce a structured domain map.
> Run this at the end of any session where you loaded one or more SKILL.md files.
> Use when the primary action is "check these things" not "learn patterns":.
> You are a coding agent.
> You produce and maintain a tree of SKILL.md files for a library.
Audit Skill() refs; detect hubs, isolates, and dangling targets.
Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep, disable, or archive across Codex and adjacent agent skill directories.
> 本 skill 帮助你完成 Xilinx(AMD)完整设计流程,生成可直接运行的脚本和文件。
Evaluate Agent Skill design quality against official specifications and best practices.
McKinsey顾问式问题解决系统。
Add GitHub skill repos to the ASM index: clone, audit, eval, regenerate index, rebuild catalog, open PR.
创建或改写 akashic-bot 技能(SKILL.md)。
OpenClaw Skills 全方位安全审计工具,检测供应链投毒、Prompt注入、恶意代码模式、权限越权和依赖风险 基于《OpenClaw 极简安全实践指南》和《安全验证与攻防演练手册》的 Skill 安全审计工具。
Neue Skills in der KI-Anwaltskanzlei installieren: Verfuegbarkeitscheck, Abhaengigkeiten, Konfiguration.
>- 本 skill 是数据分析员工的唯一前门,负责编排与路由,不直接替代找表与问数子流程。
| Turn every hard-earned lesson into a reusable improvement.
Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'.
Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'.
> <!-- SELFROUTINGBLOCK_START --> Task routes live in references/self-hosting-routing.yaml.
Autonomous Debugging Instructions for Visual Studio Code: for [plugin].
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.
Find the most relevant external agent skills for the current task, then submit grounded feedback about which skills were actually used and useful in the same session.
Use when retrieving the most relevant skills from a local or private skill library instead of relying on network-based skill discovery.
| 当用户完成复杂的、有价值的任务后,这些经验通常只存在于对话历史中。
技能架构师向导与审查工具,整合官方 skill-creator 流程与内置合规检查。
Skill 格式审查工具,基于 docs/SKILL-DEV-GUIDE.md 规范对技能进行合规性审计。
管理 Claude Code、Codex 和 OpenClaw Skills 的安装、版本追踪和更新检查。
SolidWorks CAD 自动化技能,可通过 Python COM 接口与 OpenClaw / Codex / Claude 协作控制 Windows 上运行的 SolidWorks,用于零件建模、装配体、工程图、钣金、焊件、仿真、文件导出、自定义属性、设计表与配置管理;
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。
专业的 Dify 工作流 DSL/YML 文件生成器,根据用户业务需求自动生成完整的 Dify 工作流配置文件,支持各种节点类型和复杂工作流逻辑 专业的 Dify 工作流 DSL/YML 文件自动生成工具,基于对 86+ 实际工作流案例的深度学习,能够根据用户的业务需求自动生成符…
You are capturing this session's repeatable process as a reusable skill.
Translate SKILL.md and README.md files into multiple languages for sharing skills internationally Translate skill documentation files (SKILL.md, README.md) into multiple languages, making it easier to share skills with international users.
Agent-native catalog and installer for armory packages across all 7 types.
> Automate HarmonyOS NEXT devices using npx -y @midscene/harmony@1.
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。
Create and register new OpenCode skills in this repo name: git-release description: Create consistent releases and changelogs compatibility: opencode
本技能应在用户要求"数学建模"、"建模比赛"、"数模论文"、"数学建模竞赛"、"建模分析"、"建模求解"或提及数学建模相关任务时使用。
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.
Guide users through creating Agent Skills for Claude Code.
Interview-driven automation design tool.
> 将剧本转化为可执行的视听方案。
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.
Scan a repository to bootstrap new skills or audit and update existing ones Bootstrap skills for a new repo, or audit and update skills in an existing one.
Create or edit skills with proper structure, task tracking, and naming conventions Create new skills or edit existing ones.
Use when the user wants to discover, install, or use Tencent Skillhub from NextClaw, especially for CLI-only install, readiness checks, and safe skill installation guidance.
| Use when the task requires a strict sequence of steps where order matters.
| Design tests, run them, grade results, evaluate description triggering, produce actionable report.
> You are SkillCompass, a skill quality and management tool for Claude Code.
Brief description of what this skill enables.
| 本 Skill 提供 30 个论文写作场景的 Prompt 模板,覆盖文献调研→大纲撰写→初稿写作→润色修改→图表制作→投稿回复→基金申请全流程。
| harness 오픈소스의 6-Phase 스킬 생성 워크플로우를 MoAI cowork-plugins 컨텍스트에 맞게 변환한 스킬입니다.
| 새 스킬 작성 시 아래 구조를 따릅니다.
| skill-builder로 생성된 스킬 또는 기존 스킬의 품질을 검증합니다.
Convert skills in non-standard formats to the standard Agent Skills `SKILL.md` format.
> Iteratively fix a PR/MR/CL until Greptile gives a perfect review: 5/5 confidence, zero unresolved comments.
Updates model references across all skill files when new Claude models are released.
Audit the agent's own skill library for malicious, misconfigured, or untrusted SKILL.md files.
Post a `lifinance/contracts` pull request to `#dev-sc-review` and enable auto-merge (squash).
Guidelines for writing Agent Skills that comply with the agentskills.io specification.
>- Read this guide before creating a new skill or improving an existing one.
> You are helping a penetration tester with <technique description>.
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
在京东/淘宝/天猫/抖音商城搜索商品,获取 top-k 结果(名称、价格、链接、销量) 你是一个电商比价助手。
Skill 安全状态查看、快速扫描认证与可选深度扫描。
| Global: ~/.config/skillshare/skills/ → all AI CLIs.
>- Generate a CHANGELOG.md entry for a release.
>- Run isolated E2E tests in devcontainer.
>- Read-only consistency audit across the skillshare codebase.
>- Execute CLI commands and tests inside the devcontainer.
>- Implement a feature following TDD workflow.
>- Enforce the skillshare design system across the two frontends.
>- Sync website documentation with recent code changes.
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
Multi-stage rebuttal analysis skill for RebuttalStudio.
> An interactive thinking partner for vacation planning and ideation.
A meta-skill that silently watches your workflows and automatically generates reusable Hermes skills from them.
| 你是一名中文学术写作编辑,专门识别并消除学术文本中的AI生成痕迹,使文章读起来更自然、更具人类学者的思维纹理。
Meta skill for Skilless toolkit — manage, diagnose, and update the skilless CLI tools and AI skills.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
ECharts数据可视化专家,能够根据数据和分析需求生成专业的ECharts图表配置。
短剧制作技能。
Lifecycle guard.
> 使用Chrome DevTools MCP工具从知网采集数据。
> 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。
高级个人品牌建设 - 从内容创作者到行业意见领袖的系统性品牌架构 | 层次 | 特征 | 内容策略 | 商业价值 | 粉丝关系 | |------|------|----------|----------|----------| | 内容创作者 | 输出有用信息 | 解决问题 |…
> The conductor, not a player.
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
Validates all CI skills in this repo.
将多维经营分析结果整合为管理层可读的结构化摘要,支持经营分析会汇报材料的快速生成 银行各条线、各维度的经营分析结果分散在不同报表和分析输出中,管理层需要一份结构清晰、结论先行的综合摘要。
Use when the user wants to validate, lint, or audit agent skill files (SKILL.md).
>- OpenAgentd discovers skills from five roots, in this order.
> 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.
> !cat .ai_state/project.json 2>/dev/null | head -5 !head -5 .ai_state/design.md 2>/dev/null 如果需求清晰 (如 "给 API 加 rate limiting") → 跳到技术调研。
> 本 Skill 实现从「商品原始图片 + 卖点信息」到「完整电商套图」的一键生成流程: ① 上传商品图片(必须)+ 输入卖点信息(可选) ② AI 视觉分析:提取商品主体,智能生成卖点文案(可编辑) ③ 选择平台规范 + 套图类型(7种标准图) ④ AI 生成每张图的详细 P…
| 从先知社区5600+篇安全文档中提炼的漏洞挖掘核心思维框架。
| 你是一名中文学术写作编辑,专门识别并消除学术文本中的AI生成痕迹,使文章读起来更自然、更具人类学者的思维纹理。
IDA Pro 逆向分析。
角色创建师,基于剧情生成详细的人物角色卡,包括性格、习惯、人物关系网。
剧本架构师,剧本的主要负责人。
剧本创作大师,根据规划生成具体的剧集内容,创作生动有张力的剧情。
Convert CAD/BIM files to structured data.
Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI.
跨学科AI论文写作助手,专为本科生/研究生论文写作提供全方位支持。
运行代码生成并检查变更。
| 你现在是一位资深小红书运营专家,拥有从0到1打造百万粉丝账号的实战经验,精通平台算法、内容创作、商业变现的全链路。
自主学习型测试文档生成器。
| 约束 | 规范 | |---|---| | 字体大小 | 正文字体小四(12pt)= \normalsize (TikZ) = font.size=13 (matplotlib);禁止 \small、\footnotesize | | 留白 | 不过大;
TAPD 敏捷研发管理平台集成。
| 你精通 LaTeX/TikZ 绘图和 draw.io XML 生成,擅长将论文中的系统架构、协议流程、技术方案、技术路线图转化为高质量配图。
当需要设计或实现高质量前端页面/组件(Web UI、美化、落地页、控制台)时使用。
Compare multiple strategies or directions (long vs short vs both) on the same symbol.
UI设计 — 页面布局、组件规范、交互流程、组件目录维护。
> the digital-chip-design-agents:fpga-orchestrator agent and pass the full user request and any available context.
>- Rules and patterns for the Envilder website's pure CSS design system.
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
| 你扮演专业论文修改助手,将中文原文改写为特定的"论文腔"风格:比原文稍啰嗦、更具解释性、措辞偏向通俗或口语化(但保持专业底线)。
|- <powerpointprofessionalsuite> <highfidelitycreation> The preferred method for precise layout positioning: </highfidelitycreation> <template_structure>
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
智能简历助手,通过五个AI代理提供全流程求职支持:(1)故事挖掘-发现经历亮点;(2)职位推荐-匹配合适岗位;(3)简历优化-针对JD定制内容;(4)模拟面试-实战演练与反馈;(5)能力提升-差距分析与计划。
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
Execute the daily virtual trading process.
When the AI leads vs.
Backend skills for Supabase — CRM, billing, support, and more Composable backend schemas for Supabase.
> |------|-----------| | 你已经会什么?
钉钉 AI 表格(多维表)操作技能。
세션 종료 시 Memory, Handoff를 자동 정리.
模拟器思维:不问"你怎么看",而是问"世界上谁最懂这个?
Takes the active conversation as reference to understand how a skill can be created, with all the lessons learned from the users need in the conversation.
| 你是一名具备中国法律全领域知识、擅长系统性检索与规范性文件整理的资深法律AI助手。
Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments.
数学建模竞赛端到端工作流, 用于 CUMCM 国赛 / MCM·ICM 美赛 / 电工杯的选题、建模、求解、论文写作和终稿审核.
| 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.
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK.
Standard display formats for all campaign output.
Picking the wrong design strategy on a novel target wastes a GPU day.
Thorough target research before design prevents wasted compute and failed campaigns.
Session initialization and configuration for BY projects.
专业的党政机关公文写作指南。
You are an expert at designing de novo protein binders using PXDesign.
基于认知科学的源代码深度理解助手(中文改进版)。
| 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。
> Use when exploring complex maps.
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.
论文格式自动化处理工具。
Use this skill whenever the user wants to create a tailored resume for a specific job posting.
Step-by-step guide for adding new pages to the Yew frontend This skill guides you through adding a new page to the Lightfriend Yew WebAssembly frontend.
| 根据用户提供的数据表信息(表名、字段定义),按照若依框架规范自动生成完整的 CRUD 代码,包括: 用户需要提供以下信息(可以通过对话澄清获取):
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。
>- Build heads-up display dashboards that monitor AI coding agents in real-time.
>- Claude Code forgets everything between sessions.
飞书云空间文件管理。
>- This skill helps AI agents create and manipulate Word documents programmatically.
> 配置文件路径:与本 skill.md 同目录的 config.json(参考 config.example.json)。
Dynamic access to medusa-mcp MCP server (299 tools) This skill provides dynamic access to the medusa-mcp MCP server without loading all tool definitions into context.
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.
AI trading agent executing crypto trades across multiple DEXes with NFT minting and floor price analysis.
Discover, browse, filter, and pay for x402-compatible API endpoints and MCP tools from the x402 Bazaar — the autonomous discovery layer for…
Main entry point for hierarchical task execution.
论文写作专家。
Give your OpenClaw agent a homelab.
Build and maintain a git-based markdown wiki for software teams.
Autonomous single-shot plan execution.
女娲造人 — 蒸馏任何人的思维方式,生成可重复调用的人物 Skill。
通用分支与特性目录管理Skill.
Orchestrate sequential documentation audits with checkpointing and resumption.
中文学术论文去AI化检测与改写。
BOSS直聘自动化招聘工作流。
Design phase rules for /designer command.
Generate structured PR review comments using Claude Code agents and post them to GitHub.
中国公文格式化。
启用并配置 Moltbot/Clawdbot 的持久化记忆搜索功能。
软件测试与质量保证专家。
Sync AI coding sessions from 14 tools (Claude Code, Codex, Cursor, Aider, Cline, Gemini CLI, Continue, Copilot, Roo Code, Windsurf, Zed AI, Amp, OpenCode, OpenRouter) to Obsidian vault as markdown notes.
CLI for AI agents to search and lookup anime info for their humans.
Book detailing services through Lokuli MCP.
[Implementation] Bootstrap a new project automatically <user-requirements>$ARGUMENTS</user-requirements> Follow strictly these following steps: requires Vendor-specific API key.
Control a Chrome session via Stagehand to browse, act, extract, and screenshot on demand inside the Factory CLI.
Single source of truth for all paths, naming conventions, and data formats across the OpenClaw Greek Accounting system.
Real-time event bus for AI agents.
Post, reply, like, and engage on Clawk — Twitter for AI agents.
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.
Byzantine consensus voting for multi-agent decision making.
Creates or adds Cursor agent lifecycle hooks.
Comprehensive DAG failure diagnosis and root cause analysis.
Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use.
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.
Local-first AI agent with personality.
AI bookkeeping agent for Mercury bank accounts.
Interactive hiring wizard to set up a new AI team member.
Essential tools for using JAX in machine learning and mathematical analysis, covering core concepts, transformations, ML specifics, control flow, and parallelism.
Control and interact with Kitty terminal windows - list windows, read output, send commands, and launch new terminals Control your Kitty terminal windows directly from the agent.
MCP server tools for creating and managing MESS physical-world task requests.
Implements Manifold-Constrained Hyper-Connections (mHC) to solve residual connection issues using Doubly Stochastic Matrices.
Agent-ready SDK for MoltMoon—launch tokens, trade with lowest fees, earn USDC rewards, all programmatic.
Accept payments on any website using moneydevkit.
Workspace-first R statistics suite with subskills and agent-run metaskills (including run-demo for guided onboarding, explain-statistics for concept explanations, explain-results for interpreting outputs, format-document for NLSS format alignment, screen-data for diagnostics, check-assumptions for model-specific checks, and write-full-report for end-to-end reporting) that produce NLSS format tables/narratives and JSONL logs from CSV/SAV/RDS/RData/Parquet.
Local tool system for API integrations and automation.
小说叙事风格库。
Assist with physics from intuitive explanations to formal derivations at any level.
Fast local search for markdown files, notes, and docs using qmd CLI.
Set up Rei Qwen3 Coder as a model provider.
Manages financial risks through quantitative analysis, modeling, and mitigation strategies.
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
CLI for AI agents to lookup SpaceX launches and rockets for their humans.
Disable autonomous loop mode immediately.
Trace design decisions and concepts through session history, handoffs, and git.
MizukiAI's UwU Club.
Path-conditional verification checklist (basic/standard/strict) with retry loop | 工具 | 类型 | 用法 | 调用方式 | |:---|:---|:---|:---| | Superpowers…
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.
Query Pittsburgh's Western PA Regional Data Center (WPRDC) — 363+ datasets covering property assessments, air quality, 311 requests, jail ce…
CLI tool for pulling, caching, and reading Twitter/X posts offline A command-line tool for managing a local cache of Twitter/X posts.
Fast, semantic, and hybrid code search tool.
One-page business model framework for rapid validation and strategic clarity.
> EVERY piece of content MUST go through the voice-master skill before publishing.
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 — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents You are executing the /erne-deploy comman…
Initialize ERNE — the AI agent harness for React Native & Expo projects.
ERNE — Manual skill generation — runs continuous-learning-v2 scripts to extract patterns from session You are executing the /erne-learn comm…
ERNE — Performance profiling and optimization using the performance-profiler agent You are executing the /erne-perf command.
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).
小说创作引擎(v3.0)。
Ollama API Documentation Comprehensive assistance with Ollama development - the local AI model runtime for running and interacting with large language models programmatically.
Defensive exploratory data analysis for scientific data (CSV, FASTA, etc.).
A brief description of what this skill does Instructions for the agent to follow when this skill is activated.
Capture current work context for handoff to another agent/developer.
XMindify 思维导图生成器,支持场景化模板和自动生成。
Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, L…
Safety hooks for Claude Code — 700 pre-built hooks that prevent file deletion, credential leaks, git disasters, and token waste during auton…
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
| │ ├── engines/ │ │ ├── api_client.py │ │ └── playwright_client.py │ ├── commands/ │ │ ├── search.py, download.py, publish.py
| 处理、生成、发送、转换、编辑 Word、Excel、PDF、Markdown 等文档的统一中心。
Build against the memories.sh SDK packages in application code.
Real estate agent daily workflow automation You are a professional real estate agent's AI phone assistant.
> 你是一名测试用例精简专家。
Personal network intelligence — remember people, find connections, and draft intros.
Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality managem…
Use this skill when committing VCSDD pipeline artifacts to git.
Design presentation slides, infographic pages, and PPT-style visuals as 1600x900 HTML slides with optional PPT export.
面向毕业答辩和学术汇报生成结构化 PPT,强调研究问题、方法、数据结果、结论和答辩可讲性,避免花哨视觉干扰。
Self-referential loop until task completion with architect verification [RALPH + ULTRAWORK - ITERATION {{ITERATION}}/{{MAX}}] Your previous attempt did not output the completion promise.
Package map and reading order for Better Translate product skills.
Use when a well-specified task has meaningful design choices and you want to maximize quality by comparing multiple independent attempts.
Vben Admin 5.0 前端框架开发技能。
基于 1997.pro 全站 42 篇文章提炼的 Web/JS 逆向案例知识库。
Integration with the Pest PHP testing framework for writing and running tests Pest is an elegant PHP testing framework with a focus on simplicity.
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
Conduct comprehensive market research using Y Combinator data, SEC filings, social media insights, and web scraping via anysite MCP server.
Verilog/SystemVerilog coding style and Verilator workflow guidance Apply when working with .v, .sv, .vh, .svh files or running Verilator.
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
简历知识库管理工具,支持语雀同步和 JSON Resume 主题渲染 | 主题 | 风格 | GitHub Stars | |------|------|-------------| | elegant | 优雅专业 (默认) | ⭐ 126 | | stackoverflow…
Use when adding support for a new AI agent target to agentsmesh.
Use when adding global mode support for one existing agentsmesh target from a target-structure/global-path doc.
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
Streamlit page authoring patterns for AGILAB (session_state safety, keys, rerun, UX).
Systematically identify, diagnose, and resolve bugs using advanced debugging techniques.
Create comprehensive technical documentation, API docs, and inline code comments.
Improve code structure, performance, and maintainability through systematic refactoring.
Code review specialist that analyzes diffs and suggests improvements You are a senior code reviewer.
Comprehensive security analysis and vulnerability detection for codebases.
Enforce coding standards, style guides, and architectural patterns across projects.
Automated test execution and analysis agent You are a test runner agent.
Build type-safe applications with advanced TypeScript features, generics, and strict type checking.
简历优化助手。
NestJS backend development patterns.
| 本手册基于阿里巴巴Java开发手册(嵩山版),将规约分为7个维度。
Proactive ambient check — surface anything worth attention If ${var} is set, focus checks on that specific area.
Audit state, docs drift, and stack best-practice compliance — works on any project Output this banner as the first thing on every invocation…
Autonomous execution loop with control points and recovery Output this banner as the first thing on every invocation — before questions, wor…
Brainstorm session to collect ideas and decisions for the project Output this banner as the first thing on every invocation — before questio…
Convert brainstorm sessions into executable artifacts Use when adopting ViePilot on an **existing project** (no brainstorm session required).
Systematic debugging with persistent state tracking across sessions Use when available; do not block debug flow if missing.
Generate comprehensive documentation for the project Output this banner as the first thing on every invocation — before questions, work, or…
Upgrade, add features, or start a new milestone Output this banner as the first thing on every invocation — before questions, work, or any o…
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…
Generate professional proposal packages (.pptx + .docx + .md) from brainstorm sessions or direct briefs Output this banner as the first thin…
Create new request: feature, bug fix, enhancement, or brainstorm continuation Output this banner as the first thing on every invocation — be…
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…
Manual control over individual tasks Output this banner as the first thing on every invocation — before questions, work, or any other output…
Manage workflow for collecting and reusing UI components Output this banner as the first thing on every invocation — before questions, work,…
Upgrade viepilot package via npm (dry-run, --yes, --global) via vp-tools Output this banner as the first thing on every invocation — before…
Validate business behavior against BDD examples from the end user's perspective Available knowledge: [[requirements/gherkin#key-takeaways]], [[software-craft/test-design#key-takeaways]], [[software-craft/test-stubs#concepts]].
Investigate why the PR was rejected, identifying the failure point and missed gate Available knowledge: [[requirements/post-mortem#key-takeaways]].
Package text and images into valid ePub 3 e-books — chapters, TOC, cover images, and metadata for Kindle and Apple Books.
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.
Apply text substitutions, rename package directory, and write templates Available knowledge: [[software-craft/versioning]].
Launch a visual viewer for BPMN, DMN, or Form files in the browser.
Optimize X/Twitter posts for maximum reach using algorithm insights.
| 一站式学术研究工作流,覆盖从论文检索到最终演示的完整链路。
React fullstack framework with type-safe routing, data fetching, and server functions.
The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation.
| This skill enables Claude Code to work effectively with Lovable.dev projects while respecting Lovable's deployment requirements.
Query Octopus observability platform — logs, alerts, traces, metrics, issues, services, LLM, RUM, events.
AI-powered SEO content creation toolkit.
Merge new upstream releases of nushell and reedline into Shannon Shannon tracks nushell and reedline as git subtrees under nushell/ and features and fixes.
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。
专利交底书撰写与专利检索助手。
Orchestrates a multi-agent AI development team — handles setup, workflow coordination, role management, and autonomous dev cycles.
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/.
Use when modern C++ features from C++11/14/17/20 including auto, lambdas, range-based loops, structured bindings, and concepts.
Create D3.js charts, graphs, and interactive data visualizations Создание интерактивных визуализаций данных с D3.js: графики, диаграммы, кар…
| 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.
简历改写 skill。
Send messages, read channels, search Slack via its Web API.
BatchPlay/batchplay reference for Photoshop MCP execute_batchplay tool.
Photoshop MCP mandatory workflow rules (R1-R7), coordinate system, layer stack order, canvas rotation, selection fundamentals, mask fundamentals (white=visible black=hidden), smart objects vs rasterized layers, fill opacity vs layer opacity.
19 verified Photoshop text effect recipes with exact parameters: liquid drip/melting, chrome/metallic, neon glow, glass/frosted, fire/flame, ice/frozen, gold/luxury, holographic/iridescent, glitch, emboss/letterpress, outline/stroke, 3D extrude, watercolor, smoke, retro/vintage, gradient fill, lava/molten, liquid gaussian+wave+liquify, liquid bevel+emboss stacking.
Complete catalog of all 323 dedicated Photoshop MCP tools across 36 categories: document operations, layer operations, layer masks, text, se…
| agent-browser 是 AI-native 的浏览器自动化 CLI 工具,基于 Playwright,使用 Refs 机制简化元素选择,上下文消耗比传统方案少 93%。
| Automated installer that sets up the complete agent-browser environment with a single command.
投标服务方案文档生成器。
Analyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma pro…
Create or update project documentation in the local style.
Removes an application from NixOS or Home Manager configuration.
> Windows: C:\Users\<用户名>\Zotero\zotero.sqlite macOS: ~/Zotero/zotero.sqlite Linux: ~/Zotero/zotero.sqlite 配置文件: %APPDATA%\Zotero\Zotero\Pro…
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
> One install, one entry point, one query interface to all project state.
Build and apply Home Assistant Lovelace dashboards from templates using a staged workflow with screenshot verification and context-reactive themes.
Operate the farm bridge through ledger reads and IPC action requests, using main-chat-only control flows and safety guardrails.
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data management scripts, and real-time integration patterns for building backend services with PocketBase.
Lightweight research playbook optimized for the FF-Terminal agent.
通过 DOI 下载论文 PDF,三路线组合(OA直链 → Sci-Hub镜像 → 出版商直连)。
Fast, free web search using DuckDuckGo.
Anton ADR lifecycle — author new architectural decision records, list existing ones by status or affects-category, and mark old decisions su…
>- Use when a user asks for an autonomous run, epic execution, goal-until-complete.
Intake gate for adding new system or infrastructure components to Anton.
生成、修复、解释、评审 DQL。
Expose a workload for access.
MiniMax AI 音乐生成 Skill。
Triage ntfy.sh-routed alerts in Anton — identify which alert fired, why it fired (or why it didn't deliver), and propose a fix.
Anton planner skill — author, update, and close multi-session initiatives (migrations, rollouts, long-running refactors) in `context/plans/`…
> 适用于 兼职/ 下所有需要交付 Word 报告、论文式分析说明、正式统计表或客户可见结果文档的任务。
Use acpx as a headless ACP CLI for agent-to-agent communication, including prompt/exec/sessions workflows, session scoping, queueing, permissions, and output formats.
Создание, улучшение и аудит скиллов и агентов OpenClaw.
Draft app titles, descriptions, changelogs, and keyword sets for app-store releases.
Check whether backup and restore plans are actually restorable, verifiable, and operationally safe.
Propose lower-cost bill-of-material substitutions while preserving critical requirements, interfaces, and risk constraints.
Estimate scaling risks, bottlenecks, and saturation points before traffic spikes or launches.
Check whether claims are adequately supported by cited sources and flag weak or mismatched citations.
Draft community replies, announcements, and moderation actions in an on-brand tone.
Gather code, config, docs, and operational proof points for audits and internal compliance reviews.
Generate useful Storybook stories, states, controls, and edge-case examples for UI components.
Identify cloud and platform spend hotspots, waste, and likely optimization wins.
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Compare two part datasheet revisions and flag electrical, timing, package, or lifecycle changes that matter.
Review UI changes against spacing, typography, tokens, component usage, and design-system constraints.
Improve Dockerfiles for image size, caching, security, reproducibility, and multi-stage build hygiene.
Access A-share (中国A股) market data via East Money's public HTTP APIs.
Interpret firmware and embedded-system logs to narrow likely subsystem faults and next probes.
Interpret A/B test outcomes, edge cases, segmentation effects, and decision confidence.
Write reproducible procedures, controls, materials lists, and validation steps for experiments.
Structure post-failure analysis from field symptoms, logs, operator notes, and hardware context.
Convert Figma designs to pixel-perfect, responsive code.
> 根据用户的自然语言需求,自动检索金融数据。
Draft concise investor, advisor, or team updates from raw notes, metrics, and milestones.
Organize grant proposal sections, milestones, evaluation plans, and impact framing into a coherent application package.
Validate power, buses, firmware, interfaces, and low-level sanity checks during hardware bringup.
| 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。
Amplify safe or boring designs to make them more visually interesting and stimulating.
| 本技能提供同花顺 iFinD HTTP API 的完整函数参考,用于编写通过 HTTP 请求获取金融数据的 Python 代码。
| Unified IMA OpenAPI skill.
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
Identify what documentation is missing by comparing support issues, product behavior, and existing docs.
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.
Design factory, bench, or end-of-line validation procedures for hardware products.
Turn goals, stakeholders, and open decisions into a tight meeting agenda with required outcomes.
Interface with the Neo Market Collaboration Infrastructure.
Build a full internal or external newsletter from source notes, launches, events, and updates.
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.
Convert transcripts into polished show notes, summaries, timestamps, and links.
Explain what changed between old and new policy documents and why the differences matter.
Review SQL queries, execution plans, schema usage, and indexes to propose safer faster alternatives.
> 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…
> I receive a task.
| 创建符合学术出版标准的高质量图表。
Captures learnings, errors, and corrections to enable continuous improvement.
> 用户进入时,优先判断是否属于以下两个核心场景: | 用户诉求 | 使用模式 | 参考文件 | |---------|---------|---------| | 从零写一部短剧 | /original-drama | references/original-drama-wor…
> Provide a local-first, filesystem task runtime for Solar: Use this skill when the work should not block the current conversation, needs provider execution, spans multiple AI providers, waits on subtasks, recurs over time, or depends on external resources.
> Single source of truth for all AI execution in Solar: Use this skill as infrastructure for Solar runtimes and controlled diagnostics.
> Create and maintain skills that fit Solar architecture without depending on external skill folders.
TAPDAPIENDPOINT - API 地址, 如果 TAPDAPIENDPOINT 已配置,则优先使用 TAPDAPIENDPOINT 的替换文档中的 ${TAPDAPIENDPOINT} TAPDWORKSPACEIDS - 项目 ID 列表,逗号分隔,优先级高于 TAP…
获取7×24 新闻资讯,聚焦中国国内信息和国际热点。
>- 适用于 .v、.vh 文件,面向 Xilinx Vivado 工具链(综合、实现、仿真)。
微信公众号文章检索工具。
>- Use when this capability is needed.
> Three questions, in order, before writing any comment: offers none, flag it.
| Use when this capability is needed.
Add Gmail integration to FFT_nano.
Add a chunking hook for a new or existing language in the ingest pipeline.
Add Telegram as a channel.
Add Agent Swarm (Teams) support to Telegram.
Sync constitution to CLAUDE.md, AGENTS.md, and other agent files declared in manifest.yaml.
Migrate existing agent documentation to the standardized AGENTS.md format.
Audits Claude Code agent configuration against latest best practices.
协调各种编码工具(如 Claude Code、Codex、Cursor、Gemini Code 或任何基于 CLI 的编码工具),以实现实施任务的最大吞吐量。
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.
Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, Aider, AGENTS.md, CLAUDE.md, .cursorrules, copilot-instructions.md).
Creates or updates an AGENTS.md file for the current repository, or converts existing agent/copilot instruction files into AGENTS.md.
Manage persistent AI coding squads that run in tmux sessions with task queues, progress reports, and automatic health monitoring.
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.
Bootstrap or update project AI-agent instruction files (AGENTS.md for Codex, CLAUDE.md for Claude Code, or both) from the current project's structure.
Audit and trim AI agent instruction files (AGENTS.md, CLAUDE.md, CONVENTIONS.md, .cursorrules, etc.) by testing which facts an AI agent can discover from code alone.
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
Principal AI Architect.
> Use when this capability is needed.
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.
Implement agentic behaviors safely with clear tool boundaries, deterministic contracts, and incremental verification across prompts, tools, and orchestration code.
>- 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.
Generate or refresh CLAUDE.md, AGENTS.md, Cursor rules, and llms.txt for a repository using source evidence and scoped rules.
Review Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
End-to-end workflow for redesigning a SaaS or AI product landing page and building an interactive AI agent UX flow.
> Use when this capability is needed.
Aider is an open-source AI pair programming tool that runs in your terminal, letting you collaborate with LLMs to edit code across your entire codebase.
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.
> Use when this capability is needed.
Agentic LLDB fuzzer and crash-triage toolkit for Apple Mach-O on arm64(e).
Fixture dispatcher with a mode table and forced-read references.
Use this skill when a local container won't start, a service is unreachable from the host, a local docker-compose stack is misbehaving, or a…
시장 침투, 시장 개발, 제품 개발, 다각화 전략을 매핑하는 Ansoff Matrix 분석을 생성합니다.
| Passthrough proxy for direct access to third-party APIs using managed auth connections.
Apideck Unified REST API reference for any language.
MCP server exposing Arc's task queue, skills, and memory to external Claude instances Use when this capability is needed.
Use when building, extracting, reviewing, rendering, validating, or looking up ArchiMate® or UML® dediren packages, SVG/OEF/XMI evidence, dr…
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
>- Use when this capability is needed.
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph).
Write integration tests using .NET Aspire's testing facilities with xUnit.
DevOps expertise for deployment, CI/CD, infrastructure, and automation To build and maintain the infrastructure, automation, and tooling that enables the development team to ship high-quality software efficiently and reliably.
Bootstrap a new host application on top of the published atrium base image, or retrofit an existing FastAPI / SQLAlchemy / React app onto atrium.
> Projects findings from external tools (SARIF) and human auditors (weAudit) onto Trailmark code graphs as annotations and subgraphs.
Use when adding authentication to Expo (React Native) mobile apps — login, logout, user sessions, protected routes, biometrics, or token man…
Creates, updates, improves, and audits Agent Skills.
The 'Awwwards Singularity' - Transforms websites into breathtaking Use when the user request matches this skill's domain and capabilities.
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 implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when the user 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 the user wants to triage a CORPUS of production crashes/hangs from an aggregator (Sentry, App Store Connect) — grouped, counted iss…
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 mentions window resizing support, resizable-window readiness, iPhone Mirroring compatibility, scene-lifecycle migration checking, or preparing an app for the 27-cycle resizing model.
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 when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
Use this agent for closed-loop test debugging - automatically analyzes test failures, suggests fixes, and re-runs tests until passing.
Use when making design decisions, implementing HIG patterns, Liquid Glass, SF Symbols, typography, or structuring app entry points and authentication flows.
Use when 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 building ANY 2D or 3D game with SpriteKit, SceneKit, or RealityKit, or adding touch controls or game controller support.
Use when building ANY 2D or 3D game with SpriteKit, SceneKit, or RealityKit, or adding touch controls or game controller support.
Use when building ANY 2D or 3D game with SpriteKit, SceneKit, or RealityKit, or adding touch controls or game controller support.
Use when the user wants a comprehensive project-wide audit, full health check, or scan across all domains.
Use when the user wants to add in-app purchases, implement StoreKit 2, or set up subscriptions.
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, background tasks, push notifications, timers.
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, background tasks, push notifications, timers.
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, background tasks, push notifications, timers.
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
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 implementing or debugging ANY network connection, API call, or socket.
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 app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
Use when app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
Use when app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
Use when the user wants automated performance profiling, headless Instruments analysis, or CLI-based trace collection.
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 storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
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 the user wants to simplify Swift code, reduce boilerplate, or make Swift more readable and idiomatic without changing behavior.
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 asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, PencilKit, or UIKit animations.
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, PencilKit, or UIKit animations.
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, PencilKit, or UIKit animations.
Use when the user mentions App Store screenshot validation, screenshot review, checking screenshots before submission, or verifying screenshot dimensions and content.
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
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 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.
>- Use when this capability is needed.
| Use when this capability is needed.
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.
Analyze articles, identify illustration positions, generate images with Type × Style × Palette consistency.
Create original knowledge comics with flexible art style × tone combinations.
Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 11 color palettes and 7 rendering styles.
Generates images and text via reverse-engineered Gemini Web API.
Converts X (Twitter) tweets and articles to markdown with YAML front matter.
Extracts resources and code from an installed Electron app's app.asar.
Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks.
Two dimensions: layout (information structure) × style (visual aesthetics).
Converts Markdown files to beautifully styled HTML with inline CSS, optimized for WeChat Official Account and other platforms.
When this skill prompts the user, follow this tool-selection rule (priority order): Concrete AskUserQuestion references below are examples —…
Posts text, images, videos, and long-form articles to Weibo via real Chrome browser (bypasses anti-bot detection).
Posts content and articles to X (Twitter).
Generates professional slide deck images from content.
>- Three-mode translation skill: quick for direct translation, normal for analysis-informed translation, refined for full publication-quality workflow with review and polish.
Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters).
>- Get the structured substrate the Bigdata.com MCP server doesn't hand over.
用于下载哔哩哔哩视频并支持截图功能的技能。
| Use when this capability is needed.
有关创建和编辑Adobe Digital Experience Blueprint文档的参考。
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.
Refresh bQuery AI guidance and release metadata.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
Brian API — natural language to executable Web3 transactions.
| Use when this capability is needed.
| for _D in "$HOME/.claude/skills/buyer-eval-skill" ".claude/skills/buyer-eval-skill"; do [ -d "$D" ] && BEVALDIR="$D" && break if [ -z "$BEVALDIR" ]; then echo "ERROR: buyer-eval-skill not found.
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay.
> Use when this capability is needed.
Audit a repository after large refactors, branch merges, or parallel agent threads for contradictions between implementation, docs, configs, tests, examples, comments, README guidance, and control files.
> Use when this capability is needed.
Python or Docker Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Python.
Diagnose and fix Claude in Chrome MCP extension connectivity issues.
> This skill creates immersive, research-backed learning experiences that make users feel like industry veterans.
Set up CI/CD pipelines - use when working on related tasks Use when this capability is needed.
Automates CI/CD pipeline setup.
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
仓库上下文(如:repo_name/branch/commit_hash/环境变量名) Use when this capability is needed.
|- This skill helps you build LLM-powered applications with Claude.
Delegate complex, multi-file coding tasks to an autonomous coding agent that can iterate and self-correct.
Asynchronous Claude Code Agent Teams with session management and multi-channel notifications (Feishu, Discord, Telegram).
Hand the current conversation off to a fresh background agent that picks up the work immediately.
>- This skill creates an isolated-but-shared profile system for Claude Code CLI.
Audit and improve project-memory artifacts (CLAUDE.md, AGENTS.md, .claude/rules/*.md, .claude.local.md).
> Quantitative portfolio toolkit for professional investors.
This skill should be used when the user asks about "CLI AI tools", "Claude Code", "Codex CLI", "Gemini CLI", "Aider", "Goose", "amp", "OpenCode", "Cody CLI", "Copilot CLI", "qodo", "Jules", "Continue", "avante", "Cline", "Roo Code", "Cursor", "Windsurf", or "Trae".
CLI Coding Agents.
'Guides the agent through a short, repeatable debug loop: capture the Refer to templates/fix_checklist.md and ensure every box is addressed:
"Guides the agent through a short, repeatable debug loop: capture Use when the user request matches this skill's domain and capabilities.
Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user…
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?).
Use when: "review this PR", "code review", "check my diff", "/review" name: code-review-frontend Multi-agent PR review orchestrator.
> Use when this capability is needed.
| Use when this capability is needed.
>- Use when this capability is needed.
Bridge between Claude Code and OpenAI Codex CLI - generates AGENTS.md from CLAUDE.md, provides Codex CLI execution helpers, and enables seamless interoperability between both tools Use when this capability is needed.
Build Codex-native workflows for open-source maintenance.
When the Manager assigns you a task with a "## Coding CLI Mode" section in spec.md, you do not write the code yourself.
Execute AI coding CLI tools (Claude Code / Gemini CLI / qodercli) on behalf of Workers.
name: coding-standards Use when this capability is needed.
Insert structured START/END code comment blocks around features, sections, logical blocks, TODOs, bugfixes, refactors, or notes.
>- Use when this capability is needed.
> 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.
You are an expert component designer who creates reusable, accessible, and modern UI components.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
>- Use when this capability is needed.
> Use when this capability is needed.
Normalize FFT_nano to Docker-first runtime defaults.
Use quando precisar criar ou atualizar instruções do Copilot CLI — copilot-instructions.md, SKILL.md, .agent.md ou arquivos de instrução por…
Keeps examples/integrations/* demos aligned to the north-star (langgraph-python).
Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities — chain halts, fund loss, state divergence…
> Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing.
Maintains and extends the AI Assistant Crafter Studio plugin per in-repo Cursor rules and docs without regressing locked UX.
Scaffold a new Trinity-compatible Claude Code agent from scratch on any topic.
Creates new Claude Code agent configuration files or audits existing ones in .claude/agents/.
Create a new domain-specific instruction file when current coverage gaps require file-scoped guidance Use when this capability is needed.
Use after implementation is complete — stages, commits, pushes, and opens PRs for all affected services.
Extracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) models and generates Mermaid sequenceDiagrams with cryptographic annotations.
Generate or review AGENTS.md and `.cursor/rules/*.mdc` for a repository Use when this capability is needed.
| Use when this capability is needed.
Add new capabilities or modify nano-core behavior.
Invoke when user asks to do something with Cypilot, or wants to analyze/validate artifacts, or create/generate/implement anything using Cypilot workflows, or plan phased execution.
Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode.
当用户要求下载地球科学数据(ERA5 再分析、OSI SAF 海冰产品等)时使用。
> Use when this capability is needed.
|- 对某个申万行业/东财板块做一次完整投研交付:Top N 涨幅标的 → 公告窗口检索 → 市场情绪判断 → Agent Team 对抗验证 → 综合报告。
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.
Deploy Grokky — start Docker, ensure grok_spawner, build images, publish package Use when this capability is needed.
| Use when this capability is needed.
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。
> Use when this capability is needed.
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Node.js.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desktop accessibility, or general software engineering task.
>- 把「唱反调」从一种态度变成一道有出处、可审计、可持续监测的工序。
> Generates Mermaid diagrams from Trailmark's code graph.
Difftastic is a structural diff tool that compares files based on their syntax rather than line-by-line text.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling.
Dioxus is a fullstack app framework for Rust that enables building cross-platform applications for web, desktop, and mobile from a single codebase.
Directus turns a SQL database into a headless CMS, admin app, and instant API layer without forcing a proprietary data model.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies You delegate tasks to specialized agents with isolated context.
>- Use when this capability is needed.
Django web apps - use when working on related tasks Use when this capability is needed.
Lógica de negócio no model ou em services; views finas Use when this capability is needed.
>- Use when this capability is needed.
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
Apply fixes from a review.
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
自动同步项目中的 Agents.md、claude.md 和 gemini.md 文件,保持内容一致性。
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Use the upstream install or setup path that matches your environment: Use when this capability is needed.
Generate professional software documentation with rigorous Use when the user request matches this skill's domain and capabilities.
Create, refresh, or reconcile the repository root `AGENTS.md` using current branch truth.
Records decisions and documentation.
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.
>- Use when this capability is needed.
| Use when this capability is needed.
Use Slopwatch to detect LLM reward hacking in .NET code changes.
Download, export, save, or package images from a Google Gemini conversation/chat/app page, especially uploaded images or generated image previews visible in a Gemini thread.
"Complete DreamHost website management via SFTP/SSH for React JS Use when the user request matches this skill's domain and capabilities.
Drizzle ORM is a lightweight TypeScript ORM that provides type-safe SQL schema declarations, relational and SQL-like query builders, and automatic migration generation.
| Use when this capability is needed.
> 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…
> 所有终端交互通过 fastmcp CLI 完成,直接指向 Electerm MCP Server, MCP Server 地址:http://127.0.0.1:30837/mcp 开发板型号 :___(例:STM32F407, ESP32-S3, Raspberry Pi…
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.
Use when adding Auth0 token validation to Express or Node.js APIs - integrates express-oauth2-jwt-bearer SDK to protect Node.js API endpoints with JWT Bearer authentication, scope-based RBAC, claim validation, and optional DPoP support
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
> Use when this capability is needed.
FastAPI web apps - use when working on related tasks Use when this capability is needed.
FastAPI com endpoints async, Pydantic v2 e dependency injection Use when this capability is needed.
Use when adding, renaming, or modifying a FastAPI route in genereviews-link.
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
Compose and edit dynamic multi-card Agent Canvas specs and staged dashboard patches through allowlisted farm actions.
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.
Drive the FFT_demo_dash holodeck system — scene triggers, agent commentary, canvas presets, and live weather mirroring — to produce impactfu…
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and Telegram-first deployment patterns.
| Use when this capability is needed.
> Use when this capability is needed.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities.
Monitors the fleet of concurrent workflows across every registered domain (api/shared/domains.py).
Flutter/Dart coding rules for this project — style, file size, and test coverage.
当用户需要在中国环境部署 Flutter 项目、配置国内镜像加速或解决依赖下载问题时使用。
当用户需要进行 Flutter 移动应用开发时使用。
Use this skill whenever inspecting, interacting with, or live-editing a running Flutter app via the Flutter MCP toolkit server (`mcpServers` key **`flutter-mcp-toolkit`**, or legacy **`flutter-inspector`**).
Run Flutter MCP runtime validation from CLI in two steps (launch app, then run validate-runtime), including toolkit-extension gating, screenshot/layout capture, app error collection, optional reload verification, and retry handling for transient first-connect failures.
Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcp_toolki…
Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes.
Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / deb…
Verify the flutter-mcp-toolkit install, run doctor preflight, troubleshoot connection issues.
Aligns code with this repository's Cursor rules in `.cursor/rules/` (layered architecture, naming, styling, performance, anti-patterns).
Run a complete engineering project through Forge's 8-phase autonomous pipeline.
Free local AI image and video processing toolkit with cloud AI generation.
| Use when this capability is needed.
You are an expert frontend/UI/UX designer with deep knowledge of modern design principles, accessibility standards, and responsive design patterns.
One-command installer, credential configurator, and diagnostic layer for the full Gangtise (岗底斯投研) OpenAPI skill suite.
Gemini CLI for one-shot Q&A, summaries, and generation.
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.
Internal helper contract for calling the polycli companion runtime for Gemini from Claude Code Use when this capability is needed.
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。
Execute Google Gemini CLI prompts in non-interactive mode and return structured results.
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.
Lance une review de code par Gemini AI avec auto-correction Use when this capability is needed.
Generate tool-specific configuration files (Cursor rules, Copilot instructions, Windsurf rules) from the .context/ documentation.
Graph-informed mutation testing triage.
Discovers, retrieves, ranks, and summarizes real existing research papers on any topic.
Write professional git commits using conventional format for clear communication and automated workflows.
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.
> Use when this capability is needed.
>- Use when this capability is needed.
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 .
Structures git workflow practices.
Compute PR statistics (total, merged, closed, avg merge time, top contributor) from GitHub API data using Python or jq.
> Use when this capability is needed.
抓取指定 GitHub 用户 Stars 下的所有项目,并生成标准化中文 Markdown 报告。
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.
Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex.
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-otel-middleware/v2 in a Go Echo application, or when writing examples for this middleware.
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.
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance-minded patterns.
Write Go integration tests with testcontainers-go Use when this capability is needed.
Write idiomatic Go tests.
Troubleshoot Golang programs systematically - find and fix the root cause.
> Use when this capability is needed.
| Use when this capability is needed.
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
> Use when this capability is needed.
Deep interview to reach shared understanding before building.
Search the web and X (Twitter) using xAI's Grok API with real-time Use when another skill is a better direct match for the task.
Compact the current conversation into a handoff document for another agent to pick up.
Claude Code agent infrastructure setup — interview-based, domain-preset-driven.
Verify Codex configuration health — AGENTS.md, hooks, config.toml, agents, skills, secrets scan, and MCP reachability.
Use this skill to audit, review, validate, or check the quality of AI assistant configurations including prompt text, prompt files, skills (SKILL.md), plugins, MCP servers, agents, hooks, memory files (AGENTS.md, CLAUDE.md, GEMINI.md), and composite configurations.
Start and troubleshoot the Hermes Agent Web UI (Vite + React frontend with Python backend) Use when this capability is needed.
Operate the homelab platform — start/stop services, backups, updates, disaster-recovery, and Docker management.
Bootstrap Codex-oriented repository structure for both brand-new and already-existing projects.
This skill enables you to create, manage, and publish datasets on the Hugging Face Hub with a focus on agricultural and farm-related data.
This skill helps you publish and manage research papers on the Hugging Face Hub, enabling seamless integration with models, datasets, and reproducible research.
> このスキルは AgentVillage プロジェクトの開発フローをガイドする。
> Ika is a parallel MPC signing network built on Sui.
> One-command installer, troubleshooter, and personalization layer for the official Tencent IMA skill.
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.
Detect existing AI-context files on the host (CLAUDE.md, AGENTS.md, .cursorrules, .windsurfrules, .continuerules, .aider.conf.yml, instructions.md) at $HOME and the current repo, and propose USER.md preferences plus PROJECT.md content.
First-time Archcore setup.
Install the aigonskills MCP server into Claude Code or other clients.
OpenD 安装助手。
>- 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.
iOS/Swift development: SwiftUI, UIKit, Core Data, Xcode builds, simulator management, code signing, and App Store submission.
Live-device iOS QA for SwiftUI apps.
> 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.
| Use when this capability is needed.
| Use when this capability is needed.
Jujutsu (jj) is a powerful Git-compatible version control system that reimagines VCS workflows with automatic rebasing, first-class conflict tracking, and operation-log undo.
No source-backed install or usage instructions could be extracted automatically.
>- Kimi 桌面客户端(Kimi.app,com.moonshot.kimichat)自带一个插件生态:天眼查、同花顺 iFinD、财新数据、标普全球市场财智、恒生聚源、SEC、IMF、世界银行、学术数据库、法律数据库等。
Kimi-K2.5 Writing Skill.
Use when: organizing a markdown knowledge repository, importing sources into 原始资料, compiling 来源笔记/概念/主题, maintaining 索引, generating 派生内容, ru…
Build, test, analyze, or start Docker for a Kotlin project Use when this capability is needed.
Kubernetes - use when working on related tasks Use when this capability is needed.
Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in CrashLoopBackOff.
Kubernetes cluster management skill.
> Use when this capability is needed.
Use this skill whenever a user wants to onboard, deploy, install, or operate kubernetes-ontology; set up its Helm chart, release CLI, daemon, or topology viewer; run Kubernetes topology queries; diagnose Pod or Workload failures with AI-agent workflows; or connect human visual troubleshooting to the CLI and HTTP API.
Pods, deployments, services, ingress, RBAC, autoscaling, and production cluster best practices Use when this capability is needed.
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
Use when the user asks to "upgrade Kubernetes", "upgrade k8s", "update Kubernetes version", "bump Kubernetes version", mentions a target version like "upgrade to 1.35.1", or when Renovate updates kubernetesVersion in talconfig.yaml.
>- Use when this capability is needed.
Use when editing a DeepAgents project — adding tools, sub-agents, modifying the system prompt, choosing a filesystem backend, or composing e…
Use when productionising or deploying a LangChain / LangGraph / DeepAgents agent.
Use when editing a non-agentic LCEL pipeline — composing Runnables, retrievers, embeddings, chat models, parsers, or building a RAG chain.
Use when building a custom-graph LangGraph agent — when `create_agent(...)` + middleware isn't enough and you need explicit StateGraph contr…
Use when authoring eval datasets, writing evaluators, running evals against a LangChain / LangGraph / DeepAgents project, comparing eval results between runs, or writing unit/integration tests for an agent.
Use when building or productionising any agent — adding retries, fallbacks, summarization, human-in-the-loop, PII redaction, call limits, or…
Use when debugging an agent's behaviour, reading LangSmith traces, setting up tracing in production (LangSmith + OpenTelemetry), wiring distributed tracing across services, or diagnosing common failure modes.
Use when creating a new LangChain / LangGraph / DeepAgents project from scratch.
Use when starting work on any LangChain / LangGraph / DeepAgents project.
Audit LangChain configuration and security Use when: "audit langchain, Use when this capability is needed.
Backup LangChain data and configuration Use when: "backup langchain, Use when this capability is needed.
Build LangChain chains, agents, and tool integrations with scaffolding, validation, and template generation.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Configure LangChain settings Use when: "configure langchain, langchain Use when this capability is needed.
Export data from LangChain Use when: "export langchain, langchain export, Use when this capability is needed.
Check LangChain service health Use when: "health langchain, langchain Use when this capability is needed.
Import data into LangChain Use when: "import langchain, langchain import, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
Install LangChain service Use when: "install langchain, langchain install, Use when this capability is needed.
View LangChain service logs Use when: "logs langchain, langchain logs, Use when this capability is needed.
Migrate data to/from LangChain Use when: "migrate langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Monitor LangChain status and health Use when: "monitor langchain, langchain Use when this capability is needed.
Generate reports from LangChain Use when: "report langchain, langchain Use when this capability is needed.
Restart LangChain service Use when: "restart langchain, langchain restart, Use when this capability is needed.
Restore LangChain from backup Use when: "restore langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Set up and configure LangChain Use when: "setup langchain, langchain Use when this capability is needed.
Router for LangChain, LangGraph, and Deep Agents skills.
Sync data between LangChain and other services Use when: "sync langchain, Use when this capability is needed.
Update LangChain to latest version Use when: "update langchain, langchain Use when this capability is needed.
| Защита интересов ИП Баканова Вадима и Вадима Баканова как физлица: юридические/финансовые/репутационные риски, доказуемость в споре, сниже…
| Use when this capability is needed.
>- Give this skill an endpoint (base_url + model + an API key in an env var) and it measures whether the endpoint actually works and whether…
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。
Private LLM and vision via LM Studio.
| Use when this capability is needed.
Launch and manage OpenAI Codex CLI (local agent) as a non-interactive coding sub-agent.
>- Use when this capability is needed.
Multi-language code navigation via persistent LSP daemons.
Microsoft 365 Agents SDK for Python.
Design and implement a complete ML pipeline for: $ARGUMENTS Use when this capability is needed.
Test email sending locally using Mailpit with .NET Aspire.
| they're done, append an entry to CHANGELOG.md in the repo root.
Getting started with Manager — the 48-tool multi-AI orchestrator.
Write and review Markdown (.md) files with consistent structure, correct links, and repo-friendly conventions.
When the user wants to audit, review, or diagnose SEO issues on their site.
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace.
Use when starting a new project or initializing Matilha in an existing one — scaffolds project-status.md, AGENTS.md, CLAUDE.md/GEMINI.md, an…
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Run live tests of the Ariadne MCP server using Claude Code in headless mode.
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "develop MCP tools", "implement MCP resources", or discusses building something with the Model Context Protocol.
> Use when this capability is needed.
> Use when this capability is needed.
Authoritative reference for building MCP (Model Context Protocol) servers in Go using the official Anthropic+Google SDK.
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.
> Use when this capability is needed.
>- Use when this capability is needed.
Translates Mermaid sequenceDiagrams describing cryptographic protocols into ProVerif formal verification models (.pv files).
Extracts Mermaid diagrams from markdown files and generates high-quality PNG images using bundled scripts.
Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model fine-tuning (SFT/DPO/RFT).
>- Use when this capability is needed.
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.
Machine learning pipelines - use when working on related tasks Use when this capability is needed.
Use when Codex users or Codex agents need to install, configure, validate, troubleshoot, or operate Mnemos through MCP, or when they mention Codex memory, AGENTS.md memory policy, Codex Automations, or Mnemos in Codex.
React Native mobile app development patterns with Expo 54, Tamagui, and expo-router.
>- Use when this capability is needed.
This skill helps you train and fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face infrastructure.
This skill enables training and fine-tuning of language models Use when the user request matches this skill's domain and capabilities.
Use at session start and before running shell commands involving Python, Node.js, file search, or HTTP requests.
Modern Python toolchain substrate.
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences…
> Use when this capability is needed.
Convert an MCP server or Claude Code skill into an n8n workflow.
Edit PDFs with natural-language instructions using the nano-pdf CLI.
hwpx 공문/기안문 양식을 첨부하면 주제에 맞춰 공문 내용을 자동 작성 mkdir -p hwpxwork && cd hwpxwork cp 원본.hwpx 원본.zip unzip -o 원본.zip -d original Contents/section0.xm…
使用 newsbox CLI 与 Python SDK 采集 AI 内容信源、读取 raw.db、二次加工成日报/摘要/筛选结果。
Add new language to a Next.js + next-intl application 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.
Baseline guidance for App Router apps.
>- Use when this capability is needed.
Use this skill when the user wants to generalize a recorded MCP workflow, rename tools to readable names, replace raw API params with natural-language parameters, fix bot detection issues (Akamai, Cloudflare, PerimeterX), rewrite operations to use CDP browser execution, or make a generated MCP server usable by Claude Code.
Use this skill when the user wants to start, stop, check, or list generated NoUI MCP servers, or connect a server to Claude Code.
Use when diagnosing, operating, or standardizing Hub LLM OAuth refresh/reimport incidents for Claude Code OAuth, OpenAI Codex OAuth, Gemini OAuth, Gemini CLI OAuth, Gemini Code Assist service, and Groq pool readiness.
Objective-C-first layout, headers, and Swift interop for this iOS persistence repo Use when this capability is needed.
Use when working on Odoo 19 server-side code or backend tests: Python models, ORM recordsets, fields/decorators, domains, SQL/cache, `__manifest__.py`, XML/CSV data, ACLs/rules, `sudo`, controllers, `@route`, `ir.cron`, JSON-2/XML-RPC, QWeb reports, `TransactionCase`, `HttpCase`, `Form`, tours, `start_tour`, or `--test-tags`.
Ollama runs large language models locally with a simple CLI and REST API.
Agent-driven cold-start onboarding.
onefetch is a Rust CLI tool that displays project information and code statistics for Git repositories directly in the terminal.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who wrote it, author account age/activity, comments, labels, close, land, or maintainer evidence checks.
Use oRPC inside a Next.js project (App Router and Pages Router).
| Use when this capability is needed.
Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Pair a remote AI agent with your browser.
Reviews a code target by launching a panel of specialist auditor agents and merging their reports.
自动爬取 arXiv cs.CV 当天所有新论文,两阶段筛选:先由 agent 读全量摘要快速初筛,再对 Top N 下载 PDF 全文精读;精读阶段从 paper-read-reviewer skill 注入完整 subagent prompt,结合 OpenJudge 五阶段…
Turn a PDF into a single, self-contained, readable HTML file — images, tables, charts and reading order preserved — and optionally translate…
> 从新浪财经免费公开接口抓取 A 股医药板块实时行情,分析后通过飞书发送日报。
>- Two related pipelines, same destination look, different starting point: phone photos of paper documents, or a digital document that needs a synthetic signature before it looks signed.
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational).
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
>- PPT 工具链于 2026-08-07 合并:ppt-creator / slides-creator / html-to-ppt / 项目内嵌 pptx_builder 四个工具合并为单一入口 deck-creator。
PPT Master - AI 视觉内容生成系统 基于 AI 多角色协作的 SVG 内容生成系统,支持演示文稿、社交媒体、营销海报等多种格式。
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。
Scaffold a polyglot library project as TypeScript + Python twin packages under `packages/ts/` + `packages/py/`, with a shared `SPEC.md`, cross-language `tests/parity/fixtures.json`, side-by-side `examples/sdk/` + `examples/api/` documentation, per-package `Makefile`, and a root orchestrator that exposes `make ci`.
Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology.
> Use when this capability is needed.
Python test generation assistant Use when this capability is needed.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Python >=3.10.
When the user wants to design, implement, debug, or scale Python API tests using pytest + requests/httpx.
Pytest com fixtures e parametrize, sem unittest.TestCase Use when this capability is needed.
> Use when this capability is needed.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow behavior.
Autonomous "night shift" loop agent for research, testing, documentation, and background tasks using sessions_spawn, exec, Git, and message tools.
Lightweight research playbook optimized for the FF-Terminal agent.
Lightweight research playbook optimized for the FF-Terminal agent.
> Use when this capability is needed.
React Native mobile patterns, platform-specific code Use when this capability is needed.
> Use when this capability is needed.
| Use when this capability is needed.
> Use when this capability is needed.
Universal release workflow supporting any project type with multi-language changelog.
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.
从产品原型或用户描述中梳理功能点与细节要求,产出结构化需求文档。
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo.
Enterprise-grade autonomous research paper generation skill for AI coding agents — full papers, literature reviews, theses, whitepapers, sur…
**面向非开发人员的结构化研究摘要工具** Use when this capability is needed.
Use when publishing or updating the ResearchBuddy Homebrew tap.
| Use when this capability is needed.
| +-- .pdf --> python parse.py --input resume.pdf --output resume.md | +-- .docx/.doc --> python parse.py --input resume.docx --output resum…
Conduct a retrospective on a coding session.
This skill reviews the current chat session and GitHub Copilot instructions to identify user-reported issues that should become new lessons, detect violations of existing instructions, and update instructions accordingly to prevent future mistakes.
Revalidate Codex project instructions, agents, skills, or migrated AI configuration.
| Use when this capability is needed.
> Use when this capability is needed.
Sharp professional roast-style critique for code, architecture, docs, UI, specs, plans, prompts, or ideas when user asks for brutal feedback.
为不同 IDE 工具创建有效的 AI 代理规则。
Evaluate the quality of existing agent instruction rule sets — CLAUDE.md, AGENTS.md, .cursorrules, copilot-instructions.md, or any coding-ag…
>- Use when this capability is needed.
Execute and orchestrate external CLI-based agents to delegate subtasks, obtain specialized outputs, or compose multi-agent workflows.
Rust com clippy warnings-as-errors, sem unwrap fora de testes Use when this capability is needed.
>- Use when this capability is needed.
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.
| Use when this capability is needed.
One-file-at-a-time Rust quality pass for Citum, using jcodemunch to target the highest-value cleanup.
Open satellite imagery using deeplinks with coordinates and zoom Use when the user request matches this skill's domain and capabilities.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
| Use when this capability is needed.
Run a full SEO, AEO, and LLM discoverability audit on cc4.marketing Use when this capability is needed.
Test, analyze, or start Docker for the server project Use when this capability is needed.
| Use when this capability is needed.
Start Docker Compose services for local development and testing.
> Use when this capability is needed.
Set up or update repository agent instruction files after installing skills.
Sets up Caliber for automatic AI agent context sync.
| Use when this capability is needed.
Set up gbrain for this coding agent: install the CLI, initialize a local PGLite or Supabase brain, register MCP, capture per-remote trust policy.
Configure this repo for the engineering skills: set up its issue tracker, triage label vocabulary, and domain doc layout.
Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes.
This skill provides comprehensive Shopify store management capabilities through the Shopify Admin GraphQL API.
Package for distribution and inject context into CLAUDE.md/AGENTS.md/.cursorrules.
Audits a Claude Code / Agent SDK skill (or folder of skills) against 10 QA Use when this capability is needed.
把一套反复使用的 Agent 工作流打磨成可复用的 SKILL.md。
>- Use when | Required evidence | Do not add by default |.
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.
Create and maintain AGENTS.md / CLAUDE.md snippet indexes that route tasks to the correct dotnet-skills skills and agents (including compressed Vercel-style indexes).
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent.
>- PPT 工具链于 2026-08-07 合并:ppt-creator / slides-creator / html-to-ppt / 项目内嵌 pptx_builder 四个工具合并为单一入口 deck-creator。
Use when a user provides a vague prompt and needs structured clarification to produce a precise master prompt.
Use when a coding task is vague or under-specified.
Turn vague intent into a precise, executable spec in five phases.
When the user/agent
>- Use when this capability is needed.
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 this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
| Use when this capability is needed.
| Use when this capability is needed.
Perform real structural engineering calculations — beam deflection, stress analysis, buckling, safety factors.
Use when executing implementation plans with independent tasks in the current session Execute plan by dispatching a fresh implementer subagent per task, a task review (spec compliance + code quality) after each, and a broad whole-branch review at the end.
Use when working with an official MCP server that connects Supabase projects to AI assistants like Claude, Cursor, and Windsurf.
Audits a project's dependencies for supply-chain risk: version-matched advisories for direct dependencies and the full lockfile tree, abandoned or archived upstreams, npm publisher concentration, and install-time script execution.
Multi-agent swarm orchestration through filesystem communication.
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.
>- 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.
Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md.
Complete Telegram bot creation for AI agents and pipelines.
Replace with description of the skill and when Claude should use it.
Terraform IaC - use when working on related tasks Use when this capability is needed.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
State management, modules, workspaces, remote backends, and multi-environment strategies Use when this capability is needed.
Basic usage or getting-started notes: Use when this capability is needed.
> Use when this capability is needed.
Terraform IaC management skill.
No source-backed install or usage instructions could be extracted automatically.
Write integration tests using TestContainers for .NET with xUnit.
Remote-control tmux sessions for interactive CLIs by sending Use when the user request matches this skill's domain and capabilities.
>- The deploy workflow now owns rotation end-to-end; this skill is a thin wrapper that decides which workflow input to pass, not a sequence of bash commands.
>- 适用于 TokenKey fork of sub2api。
>- 适用于通过 deploy-edge-lightsail-stage0.yml 部署的 Lightsail Edge(与 EC2 EIP 路径不通用)。
Activate when user asks to sync, push, or publish local Tracecat MCP server code or Claude Code skills to their GitHub repositories Use when this capability is needed.
Builds and queries multi-language source and binary code graphs for security analysis.
Performs graph-assisted triage of a single security finding, SARIF result, weAudit annotation, suspicious function, or report excerpt using Trailmark reachability, entrypoint paths, taint, privilege-boundary, blast-radius, caller/callee, and neighborhood evidence.
Runs a Trailmark structural review gate over a branch, pull request, fix commit, release diff, or git ref range to detect new entrypoints, new tainted paths, removed validation or authorization calls, privilege-boundary drift, blast-radius growth, complexity growth, and newly reachable sensitive sinks.
Runs full Trailmark structural analysis by building a graph, running `preanalysis()`, and reporting hotspots, taint, blast radius, privilege boundaries, attack surface, and version-gated Trailmark 0.4+/0.5+ data such as proxy counts, subgraph edges, type/reference summaries, and entrypoint attributes.
Runs a Trailmark summary analysis on a codebase.
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.
>- Use when | Required reading |.
Manage Trello boards, lists, and cards via the Trello REST API.
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
Mobile UI patterns - React Native, iOS/Android, touch targets Use when this capability is needed.
UI 提示词设计师技能包,负责根据产品需求文档自动生成原型图提示词。
Use when the user has UI screenshots or design exports that need batch conversion into Vue 3 components, especially with Vant, Element Plus, or Ant Design Vue.
Use when building, designing, extending, or consuming the ClaudOpenAI unofficial cross-ecosystem skills marketplace — a Context7-pattern MCP…
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions If you were dispatched as a subagent to execute a specific task, ignore this skill.
Mutation-driven test vector generation.
World-class UI для Veda на Untitled UI React v8.
Use this skill when the user asks to "verify my deployment", "check if everything is working", "test my deployment", "check if my services are up", "run health checks", or when invoked by deploy-project as the final step after CI/CD setup.
Snapshot test email templates using Verify to catch regressions.
Language-specific verification for Python, TypeScript/JavaScript, and Go.
Implement features and fix bugs for the vfs-s3 project.
Extract frames or short clips from videos using ffmpeg.
|- Use when this capability is needed.
> Use when this capability is needed.
> Use when this capability is needed.
>- Use when this capability is needed.
>- Systematically evaluate incoming vulnerability reports against 7 principled criteria before committing resources to deeper analysis.
Plan and execute large multi-step, multi-stack changes with contract-first waves, parallel worker ownership, user approval gates, ordered integration, and final verification/docs updates using Claude Code Agent subagents.
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.
提供企业微信智能表格添加记录的正确操作方法,包括不同数据类型的处理格式。
Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs.
Wiki.js is a powerful open-source wiki app built on Node.js with support for Markdown, visual editing, Git-backed storage, and a GraphQL API.
Windsurf editor - use when working on related tasks Use when this capability is needed.
Generate an interactive bash wizard that walks a human through steps only they can perform.
Set up Wren Engine MCP server via Docker and register it with an AI agent.
Update, Synchronize, and Generate documentation for this repository.
Writing documents for agents.
Writing, explore: mine raw fragments, no structure yet.
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).