Feature 代码排查
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
Prompt、Agent、模型评估 · 1557 个 Skill
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
Use the n8n CLI to manage workflows, credentials, executions, and more on an n8n instance.
> You are a Senior Content Designer specializing in SaaS tools.
Create Linear tickets or GitHub issues following n8n conventions.
Guidelines on using Design System styles and components.
Full-stack diagnostic for agent and LLM applications.
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 一个轻量级 CLI 工具,用于在可复现的任务上对编码代理进行头对头比较。
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
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.
检查 Skill 合规性:用分级场景验证规则与 Agent 定义是否真的被遵循。
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Open a pull request with proper PR template, test coverage, and review workflow.
Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows.
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.
Behavioral guidelines to reduce common LLM coding mistakes.
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.
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 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 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.
Generates Angular code and provides architectural guidance.
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。
JSC GC reference for Bun.
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.
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.
Remove signs of AI-generated writing from text.
Prime a codebase by reading every source file in full.
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…
> 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.
> Write code review comments terse and actionable.
> 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.
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
> Use this skill to parse, convert, chunk, and analyze documents with Docling.
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.
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.
Strategic business analyst and requirements expert.
AI job search command center -- evaluate offers, generate CVs, scan portals, track applications Determine the mode from $mode: | Input | Mode | |-------|------| | (empty / no args) | discovery -- Show command menu | | JD text or URL (no sub-command) | auto-pipeline |
Conducts multi-axis code review.
Simplifies code for clarity.
Optimizes agent context setup.
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues.
This skill calculates key financial ratios and metrics from financial statement data for investment analysis This skill provides comprehensive financial ratio analysis for evaluating company performance, profitability, liquidity, and valuation.
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions A comprehensive financial modeling toolkit for investment analysis, valuation, and risk assessment using industry-standard methodologies.
Write comprehensive, behaviour-driven unit tests for Gradio frontend Svelte components using Vitest browser mode, Playwright, and the @self/tootils test utilities.
Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation.
Use this skill to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via CLI.
Use when Codex needs to inspect, debug, or automate an Electron app through `agent-browser` and Chrome DevTools Protocol, especially when the app has multiple `BrowserWindow` instances, lazy-created windows, duplicate URLs, or misleading `agent-browser tab list` output.
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.
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.
Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Design and implement microinteractions, motion design, transitions, and user feedback patterns.
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration.
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns.
Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs.
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.
Comprehensive Claude Code self-assessment and learning path advisor.
Write a playwright test, make sure it runs, and is not flaky.
Turn a repeatable workflow from the current session into a reusable OMC skill draft Use this skill when the current session uncovered a repeatable workflow that should become a reusable OMC skill.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
| 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 optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
When the user wants to apply psychological principles, mental models, or behavioral science to marketing.
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.
| Use this skill when changing the shared agent setup for the repository.
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.
Convert files and office documents to Markdown.
A general-purpose academic paper writing tool — 12-agent pipeline covering all disciplines, with higher education domain as the default refe…
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.
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.
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」。
| 这不是塔勒布本人。
| You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human.
> You are an Elasticsearch solutions architect in Kibana Agent Builder.
Browser automation CLI for AI agents.
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…
Validate skill files for structural compliance and behavioral correctness.
Generate self-contained HTML architecture diagrams.
Personalized 1-on-1 AI tutor.
AI-Trader - AI Trading Signal Platform.
Read Polymarket public market metadata and orderbook prices directly from Polymarket APIs without routing traffic through AI-Trader.
Analyze compensation — benchmarking, band placement, and equity modeling.
Create structured interview plans with competency-based questions and scorecards.
Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria.
Track and manage recruiting pipeline stages.
Design systems, services, and architectures.
本技能用于处理 EGG 框架。
| A feature is "properly skilled" when all 11 checklist items pass.
| 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.
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.
Technical interview preparation expert for algorithms, system design, and behavioral questions A seasoned engineering hiring manager and interview coach with deep experience across algorithm challenges, system design rounds, and behavioral assessments at top technology companies.
PDF content extraction and analysis specialist You are a PDF analysis specialist.
Project management expert for Agile, estimation, risk management, and stakeholder communication A certified project management professional with deep experience leading software projects using Agile methodologies, managing cross-functional teams, and delivering complex products on schedule.
Expert knowledge for AI deep research — methodology, source evaluation, search optimization, cross-referencing, synthesis, and citation form…
Expert knowledge for autonomous market intelligence and trading — technical analysis, risk management, Alpaca API, financial data sources Fo…
Web search and research specialist for finding and synthesizing information You are a research specialist.
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。
Reviews code to ensure agent-native parity -- any action a user can take, an agent can also take.
Web search via 9Router /v1/search using Tavily / Exa / Brave / Serper / SearXNG / Google PSE / Linkup / SearchAPI / You.com / Perplexity.
>- 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 deck-building logic from memory or from this router.
Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure legends, or reading notes.
This skill is split into two layers: Do not try to apply the polishing logic from memory or from this router.
This skill is split into two layers: Do not try to apply the reading 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.
This skill is split into two layers: Do not try to apply the drafting logic from memory or from this router.
Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure handling, and cost/context controls.
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.
生成横向翻页网页 PPT(单 HTML 文件),含 WebGL 背景、章节幕封、数据大字报、图片网格等模板。
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
'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.
飞书云文档 / Docx / 知识库 Wiki 文档(v2):创建、打开、读取、获取、查看、总结、整理、改写、翻译、审阅和编辑飞书文档内容。
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。
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。
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。
> 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.
Generate a Business Model Canvas with all 9 building blocks.
Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale.
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
Check whether a proposed method/idea has already been done in the literature: $ARGUMENTS Given a method description, systematically verify its novelty: For EACH core claim, search using ALL available sources: Call REVIEWERMODEL via Codex MCP (mcpcodex__codex) with xhigh reasoning: config: {"modelreasoningeffort": "xhigh"}
Verify research idea novelty against recent literature.
Assess patentability of: $ARGUMENTS Adapted from /novelty-check for patent legal standards.
Draft a complete patent application based on: $ARGUMENTS This skill orchestrates the full patent drafting lifecycle -- from prior art search through jurisdiction-formatted filing documents.
Get a multi-round patent examiner review of the patent application based on: $ARGUMENTS Adapted from /research-review.
Build, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools.
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.
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
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。
Read any common document/data file — PDF, Word (.docx), Excel (.xlsx/.xls), PowerPoint (.pptx), images (OCR), CSV/TSV, plain text, JSON/YAML…
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。
Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features.
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints.
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…
Guide building a minimum viable product the minimalist entrepreneur way — manual first, then processized, then productized.
Generates optimized prompts for AI tools.
Scan agent skills for security issues.
Fetch content from Reddit using Gemini CLI or curl JSON API fallback.
Generate a source-backed weekly financial trading outlook from daily-finance, finance-core-analysis, and finance-explosive-article outputs plus fresh authoritative market data.
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。
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.
> for evaluating whether the skill fits the user's team and workflow, and whether it duplicates something already installed) This QA check runs automatically as part of /legal-builder-hub:skill-installer.
Manage your NewsBlur from the terminal.
Open-source, pluggable agentic coding orchestrator.
面向 GPT Image 2 的图像生成 / 编辑技能。
把一篇文章或口播稿,做成"看起来像视频"的点击驱动 16:9 网页演示,可选合成口播音频。
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…
Build UIs with @nuxt/ui v4 — 125+ accessible Vue components with Tailwind CSS theming.
Bump the Plano version across all required files.
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.
Amazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl.
Google Ads deep analysis covering Search, Performance Max, AI Max, Display, YouTube, and Demand Gen campaigns.
LinkedIn Ads deep analysis for B2B advertising.
Meta Ads deep analysis covering Facebook, Instagram, and Threads advertising in the Andromeda + GEM + Lattice era.
Product photography enhancement for ad creatives using banana-claude image generation.
TikTok Ads deep analysis covering creative quality, tracking, bidding, campaign structure, and TikTok Shop under the TikTok USDS Joint Venture (post Jan 2026 divestiture).
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI.
Use when the user asks for any kind of slide-based output or wants to turn.
| 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.
<!--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。
中文文档排版参考——中英文空格、全半角标点、术语保留、链接格式、中文文案排版指北约定。
> Audit the live site, not the source tree alone.
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.
Turn raw PM content into a compliant, publish-ready skill.
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.
Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, class diagram, network diagram, mockup, wireframe, or UI sketch, or mentions draw.io, drawio, drawoi, .drawio files, or diagram export to PNG/SVG/PDF.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Integrates with RuVector's Q-learning and vector memory for improved performance.
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 "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report".
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.
Build and run LLM-powered data processing pipelines with DocETL.
Add Agentation visual feedback toolbar to a Next.js project Set up the Agentation annotation toolbar in this project.
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.
>-
Search for and install skills from the skills registry to agent workspaces.
Create high-quality, production-grade skills for Claude Code.
Quality review and audit for Claude Code skills.
Describe the role and your background, get a concise, compelling cover letter paragraph.
| Discover and deeply research companies to sell to.
Write and improve agent skills (SKILL.md files).
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review Comprehensive, methodical auditing t…
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…
Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.
Core runtime behavior for the atopile sidebar agent: identity, persistence model, execution rules, and tool recipes.
LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and discover/debug ConfigFlags.
How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing, formatting, and freeing.
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。
图片理解与数据提取 skill。
Trigger: improve skills, audit skills, refactor skills, skill quality.
Trigger: update skills, skill registry, actualizar skills, after skill changes.
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation.
Remult patterns - entities, fields, repo() usage, lifecycle hooks, permissions (allowApi + apiPrefilter), upsert, customFilter, sqlExpression, ValueList enums, relations.
Use the 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);
一句话生成大师级海报、书籍封面、专辑封面和各类设计作品。
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.
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
>- This companion skill is adapted from Yuan1z0825/nature-skills/tree/main/nature-figure.
Create UML diagrams using PlantUML syntax.
> APM (Agent Package Manager) is the open-source package manager for AI coding agents.
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.
> 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。
Terminal session manager for AI coding 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 numerical computing with NumPy including arrays, broadcasting, and vectorization.
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Use before creating, editing, or deciding whether to update any AI coding agent skill in this repository, including corrections to existing skill behavior, references, or routing.
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
Provides AI and machine learning techniques for CTF challenges.
'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.
Convert files and office documents to Markdown.
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.
Use when writing literature review sections - guides searching, organizing, and synthesizing academic sources 本技能指导文献搜索、整理和综述写作。
Authors and structures professional-grade agent skills following the agentskills.io spec.
Create a new Harbor task for evaluating agents.
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any visualization.
当用户明确要求"生成 NSFC 技术路线图/技术路线图绘制/roadmap/flowchart"或需要把标书研究内容转成"可打印、A4 可读"的技术路线图时使用。
Iterative skill tuning via execute-evaluate-improve feedback loop.
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.
Skill Install Guardian v3.0 - Professional Security Audit 当执行安全审计时,必须: 1.
Security vetting protocol before installing any AI agent skill.
Vet ClawHub skills for security and utility before installation.
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.
| 你是小说封面设计师。
>- Run isolated E2E tests in devcontainer.
>- Enforce the skillshare design system across the two frontends.
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。
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。
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。
Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the 500-line rule and progressive disclosure Automatically activates when you mention: handling.
Use when analyzing data files or transforming datasets.
Design new Claude skills from structured idea specifications.
Mine Claude Code session logs for skill idea candidates.
Testing framework for evaluating Databricks skills.
在 Skill(SKILL.md)与 Prompt(聊天框指令)两种格式之间相互转换。
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.
> When this skill triggers, go straight to Step 1.
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。
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.
Analyze skill execution traces to identify issues and automatically evolve/improve skills.
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
Plan which skills are needed to fulfill user requirements.
> Enterprise Database Expertise - Comprehensive database patterns and implementations covering PostgreSQL, MongoDB, Redis, Oracle, and advanced data management for scalable modern applications.
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。
AI-powered comprehensive codebase documentation generator.
Design, improve, and evaluate reusable agent skills with high-quality SKILL.md files, precise trigger descriptions, progressive disclosure, and testable behavior.
> 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.
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。
Use when a repo skill fails, produces errors, gives wrong instructions, or references stale information.
Create a new Stencila workspace skill.
Critically review a workspace skill and suggest improvements.
Browse, install, update, and manage skill packages from the registry.
| 专注 CV/DL 领域,支持 Zotero 集成和 Obsidian 笔记保存。
Refine draft skills into strict, reusable SKILL.md documents with stable triggers, preconditions, and failure branches.
Generate AI images using Gemini or GPT APIs directly.
Track and improve skill effectiveness over time using VOYAGER-style skill library patterns.
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.
Scan agent skills for security issues.
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.
花叔的「md/html/docx 多向流水线」skill,四个能力 + 两种模式:(1) 用Microsoft markitdown把任意文件(PDF/DOCX/PPTX/XLSX/HTML/图片/音频/YouTube/EPub/ZIP)转成干净的md;
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。
> 系统化检索、筛选和组织 AI/ML 领域学术文献。
Design, inspect, create, and update Hone skills using the Claude Code-style runtime contract.
Canonical Hone equity-research skill covering single-stock analysis, valuation framing, and criteria-based screening This is the canonical equity-research entrypoint for Hone.
Debug dbt errors — compilation failures, runtime database errors, test failures, wrong data, and performance issues.
Install VT Code skills into ~/.agents/skills from a curated list or a GitHub repo path.
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.
Security scanner for AgentSkill packages.
Search skills.sh registry from CLI.
This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines.
When the user wants to define, audit, or apply brand strategy—purpose, values, positioning, storytelling, voice, narrative (not only visuals…
> 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。
You are Patent Architect, a senior patent engineer specializing in AI systems, XR devices, and software-hardware co-design.
Perform a filtered search on CNKI using the old-style advanced search interface (only interface with source category checkboxes).
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。
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。
Generate AI videos with Google Veo, Seedance 2.0, HappyHorse, Wan, Grok and 40+ models via inference.sh CLI.
用 OpenFOAM 做 CFD:从 case 结构、网格、求解器、湍流模型到后处理和验证。
How to use the PyMAPDL command-line interface to start, stop, list, and execute commands on MAPDL instances from a terminal.
Automatic solved-to-skill compiler — detects novel task completions and autonomously drafts new SKILL.md files.
Authors deterministic and LLM rubric graders for skillgrade evaluations.
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).
Extract structured specifications from electronic component datasheet PDFs — pinouts, electrical characteristics, peripherals, topology, and…
>- 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。
> Follow this sequence when creating any automation: If your change affects entity IDs or cross-component references — renaming entities, re…
A股专业分析师助手,提供每日股价分析、选股策略和投资建议。
Create a reusable SkillPack from a successful completed task.
Create and manage Claude Code skills following Anthropic best practices.
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.
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 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.
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
Funding landscape analysis with funder portfolio mapping.
Grant proposal research and drafting with funder analysis.
Execute general implementation tasks following a plan.
Research LaTeX documentation tasks.
Research Lean 4 and Mathlib for theorem proving tasks.
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
Memory vault management - create, search, classify, and index memories.
Interactive system builder.
Implement Nix configuration changes from plans.
Conduct Nix/NixOS/Home Manager research using MCP-NixOS, web docs, and codebase exploration.
Create phased implementation plans from research findings.
Research Python development tasks.
Conduct general research using web search, documentation, and codebase exploration.
Thin wrapper that delegates plan revision to reviser-agent subagent.
Interactive critique loop for slide presentations.
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.
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 Typst documentation tasks.
Implement web (Astro/Tailwind/TypeScript) changes following a plan.
Research Z3/SMT tasks.
Validate skill outputs against assertions, diff vs prior eval to flag regressions, file issues for new failures, and queue concrete fixes <!…
Audit skills, workflows, and companion scripts for injection, exfiltration, traversal, and prompt-override risks with delta tracking, baseli…
| Best practices and workflows for biological image analysis tasks including cell segmentation, image restoration, and spatial data processing.
| Best practices and workflows for single-cell and spatial omics analysis.
| Tools and workflows for creating presentations and visual documentation.
> Create new agent skills that work across Claude Code (CLI/IDE) and IBM Bob.
Build, maintain, or modernize Windows Forms applications with practical guidance on designer-driven UI, event handling, data binding, MVP separation, and migration to modern .NET.
>- Extracts reusable knowledge from work sessions and saves it as a Claude Code skill.
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)。
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
Evaluates agent skills against Anthropic's best practices.
Browse and install community skills from the BioClaw Skills Hub.
Authors and structures professional-grade agent skills following the agentskills.io spec.
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.
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…
Debug a failing test or build error in WooCommerce iOS Debug a build failure or test failure in the WooCommerce iOS project.
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。
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…
Analyze skill effectiveness across sessions.
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.
Remove temporary artifacts Remove Claude Code artifacts.
Start or resume a collab session - session management only Entry point for collab workflow.
Alias skill that invokes /dry-run with all arguments passed through.
Detect duplicate code and suggest DRY refactors using jscpd Detect duplicate code across your codebase using jscpd.
9-language quality gate validation: linting, formatting, type checking, and test execution.
Automatically authenticate GitHub CLI using .gh-token.txt when seeing errors about "gh auth login", "GH_TOKEN environment variable", or "not logged into any GitHub hosts"
Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.
インストール済みの MCP サーバー一覧を表示します。
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.
Safety Monitor Agent responsible for compliance and safety checks.
YAML frontmatter schemas for Claude Code agents and commands.
Show sprint progress Show current sprint progress with minimal token usage.
RED-GREEN-REFACTOR 워크플로우를 강제하는 TDD 개발 스킬 이 스킬은 ForkLore 프로젝트에서 TDD(Test-Driven Development) 워크플로우를 강제합니다.
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.
Loads and extracts all content from web URLs.
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。
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。
EconML (Microsoft) — heterogeneous treatment effect estimation.
亚马逊品类自动化选品分析技能。
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.
> 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.
Skill creation, update and management — generates skill directory structure, validates against best practices, enforces line count limits.
Guide creating Claude Code skills with TDD and persuasion principles.
Audit Skill() refs; detect hubs, isolates, and dangling targets.
Evaluate Claude skill quality through auditing.
Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep, disable, or archive across Codex and adjacent agent skill directories.
> 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.
Use claudraband CLI to control Claude Code sessions programmatically.
Improve a SKILL.md to pass the skill-creator standard (quick_validate, frontmatter audit, ≤500 lines) AND the asm-eval 85/8 floor.
Add GitHub skill repos to the ASM index: clone, audit, eval, regenerate index, rebuild catalog, open PR.
Improve an open-source GitHub skill and open a friendly suggestion PR upstream: fork, run skill-auto-improver, attach asm eval before/after metrics.
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。
Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review.
Neue Skills in der KI-Anwaltskanzlei installieren: Verfuegbarkeitscheck, Abhaengigkeiten, Konfiguration.
Übersicht und Verwaltung aller installierten Skills: Status, Version, Abhaengigkeiten.
| 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'.
Autonomous Debugging Instructions for Visual Studio Code: for [plugin].
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。
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…
Converts Opus-quality skills into deterministic Haiku-executable workflows via trace-driven distillation and cross-model validation.
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.
Always and Automatically improve skills after each use by capturing learnings and anti-patterns After ANY skill is used, this meta-skill triggers to: After using a skill, note: Ask these questions: | Category | Where to Add | Example | | ----------------- | -------------------------- | ---------------------------- | makes outbound network calls.
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.
The 100th skill!
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
Guide users through creating Agent Skills for Claude Code.
Interview-driven automation design tool.
Amazon listing builder and optimizer for sellers.
| 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.
Generate speech audio from text using Qwen3 TTS, or clone a voice from reference audio.
Product research for dropshipping businesses.
| 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。
Evaluates and optimizes skill file quality using 8 content patterns and 9 editing principles.
Convert skills in non-standard formats to the standard Agent Skills `SKILL.md` format.
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.
Review skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, required sections, and repo conventions.
Step-by-step guide for creating your own Claude Skills, from deciding whether a skill is the right tool to writing the SKILL.md file, structuring reference material, and making it trigger reliably.
>- 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。
>- Run isolated E2E tests in devcontainer.
>- Enforce the skillshare design system across the two frontends.
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
> An interactive thinking partner for vacation planning and ideation.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
> 使用Chrome DevTools MCP工具从知网采集数据。
> 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.
Apply consistent Material Design UI theming in Egroo using MudBlazor.
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.
> !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。
面向 Web/JS 逆向中的浏览器补环境技能,覆盖 Proxy 吐环境、原型链修复、native toString 保护、描述符保护、navigator/document/storage/canvas/WebGL/crypto/performance/WebRTC/Worker…
> 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…
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。
Install the full AI website builder stack — UI/UX Pro Max, Framer Motion animations, and 21st.dev components.
AI-powered construction defect detection using computer vision.
运行代码生成并检查变更。
TAPD 敏捷研发管理平台集成。
Compare multiple strategies or directions (long vs short vs both) on the same symbol.
UI设计 — 页面布局、组件规范、交互流程、组件目录维护。
Load and performance testing skill using Apache JMeter, covering test plans, thread groups, assertions, listeners, timers, and distributed testing.
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
Execute the daily virtual trading process.
Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottlenecks, critical failure points, and redesign opportunities.
钉钉 AI 表格(多维表)操作技能。
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.
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.
Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement.
| Use when MCP returns no images, or when page-region cropping is needed:.
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK.
Generate interior design planning artifacts, 2D SVG floorplans, BOM outputs, analysis boards, and renovation image sets from structured requirements.
BoltzGen is an all-atom diffusion model that generates antibody, nanobody, and de novo miniprotein backbones conditioned on a target structure and a set of binding (hotspot) residues.
Protenix v1 is an AF3-class structure prediction model (368M parameters) for proteins, complexes, and protein-ligand systems.
一套完整的學術研究 Skill 套件,涵蓋從論文閱讀到撰寫、審稿的完整研究流程。
| 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。
FEA, CFD, structural analysis, thermal analysis, meshing.
You are a senior CAD drafter and engineering documentation specialist with 10+ years of AutoCAD experience.
Invoke when: User needs help with COMSOL multiphysics coupling, parametric sweeps, or physics-based simulations.
You are a senior digital imaging professional with 10+ years of Adobe Photoshop expertise.
You are a senior mechanical engineer with 10+ years of SolidWorks experience in product design, tooling, and manufacturing.
Documenta projeto Power BI (PBIP) inteiro em markdown estruturado + HTML navegável (mini-site de doc).
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.
Universal prompt engineering techniques for any LLM.
Use this skill whenever the user wants to create a tailored resume for a specific job posting.
| Analyze events through the disciplinary lens of law, applying rigorous legal methodologies (statutory interpretation, case law analysis, l…
>- Build heads-up display dashboards that monitor AI coding agents in real-time.
飞书云空间文件管理。
>- This skill helps AI agents create and manipulate Word documents programmatically.
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.
Use BEFORE building or customizing any Plutonium UI — page classes, forms, displays, tables, custom Phlex components, layouts, Stimulus cont…
Clarify ambiguous or conflicting requests by researching first, then exhaustively interrogating assumptions, constraints, dependencies, trade-offs, edge cases, and failure modes before planning or implementation.
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…
Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, m…
Build and maintain a git-based markdown wiki for software teams.
OCR, classify, and organize scanned PDFs into category subfolders using AI vision and language models.
Autonomous single-shot plan execution.
Linux kernel development skill grounded in local references/labs and references/lectures materials.
Port a Mode S Comm-B BDS register decoder from pyModeS into FlightJar.Decoder.ModeS.CommB, wire it into the aircraft registry + snapshot + detail panel, and verify against pyModeS golden vectors.
Design phase rules for /designer command.
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.
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.
Kotlin: coroutines, data classes, sealed classes, extension functions, Gradle, KMM multiplatform This skill equips the AI to generate, debug…
Byzantine consensus voting for multi-agent decision making.
Creates or adds Cursor agent lifecycle hooks.
Comprehensive DAG failure diagnosis and root cause analysis.
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/).
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.
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.
Fast local search for markdown files, notes, and docs using qmd CLI.
Modern RDKit workflows for cheminformatics, including molecular fingerprints, drawing, and property calculations.
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.
CLI for AI agents to lookup SpaceX launches and rockets for their humans.
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.
Expert business planning consultant for creating comprehensive, investor-ready business plans from scratch or refining existing plans.
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.
Initialize ERNE — the AI agent harness for React Native & Expo projects.
ERNE — Performance profiling and optimization using the performance-profiler agent You are executing the /erne-perf command.
Configure Claude Code agent teams (TeamCreate, SendMessage, TaskUpdate).
Ollama API Documentation Comprehensive assistance with Ollama development - the local AI model runtime for running and interacting with large language models programmatically.
Web前端逆向工程技能:用于逆向网页前端 JS/WASM 逻辑、解混淆/脱壳、bundle 分析(Webpack/Vite/Rollup)、JS‑VM/自定义VM字节码还原、WebCrypto/自定义加密与 API 签名算法复现、source map 重建、浏览器反调试绕过、协议…
Prepare a clean handoff for continuing complex work in a fresh Claude Code session.
Generate and execute AFSIM (Advanced Framework for Simulation, Integration and Modeling) scripts.
Use when working with Apple's MLX or MLX-LM: fact-checking current behavior against upstream source/runtime, patching MLX-based repos, porting PyTorch/JAX code to MLX, validating lazy evaluation, indexing, compilation, streams, channels-last layouts, Metal kernels, quantization, caches, and local MLX model loading or generation on Apple silicon.
Angular 21.x SPA development skill with TailwindCSS 4.x and daisyUI 5.5.5.
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…
Comprehensive, research-backed Hinge dating profile optimization.
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
| 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。
> This skill provides tools for accessing and analyzing global health data from major open sources: the WHO Global Health Observatory API, IHME Global Burden of Disease study data, and Our World in Data health datasets.
Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality managem…
Aftermarket cybernetic network device framework.
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.
基于 1997.pro 全站 42 篇文章提炼的 Web/JS 逆向案例知识库。
Chat system — MVP pattern, message bus decorators, commands, auto-translation, encrypted history, state machine.
Navigate codebases efficiently using structural indexes.
Integration with the Pest PHP testing framework for writing and running tests Pest is an elegant PHP testing framework with a focus on simplicity.
Automate parametric pump impeller design in SolidWorks via API This skill provides guidance for automating parametric pump impeller design and other mechanical component modeling using the SolidWorks API.
Entry point for documentation skills covering Upstash Search quick starts, core concepts, and TypeScript SDK usage.
Conduct comprehensive market research using Y Combinator data, SEC filings, social media insights, and web scraping via anysite MCP server.
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
Implements JWT SSO authentication for Metabase embedding in a project.
Migrates a project from Metabase Full App / Interactive (iframe-based) embedding to Modular (web-component-based) embedding.
Upgrades a project's Metabase Modular embedding SDK (@metabase/embedding-sdk-react) or Modular embedding (embed.js) version.
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
Use when adding support for a new AI agent target to agentsmesh.
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.
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.
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.
Validate business behavior against BDD examples from the end user's perspective Available knowledge: [[requirements/gherkin#key-takeaways]], [[software-craft/test-design#key-takeaways]], [[software-craft/test-stubs#concepts]].
Generate a Camunda 8 agentic process with AI Agent connector and ad-hoc sub-process.
| 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.
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.
Browser automation CLI for AI agents.
Trace native execution on Android with Frida Stalker (Frida 17+): call summaries, event parsing, transforms, and performance-safe start/stop patterns.
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.
| This skill covers modern ML-based causal inference methods: Causal Forests (GRF) for heterogeneous treatment effects, Double/Debiased Machine Learning (DML) for partially linear models, and LASSO-based variable selection.
Access a personal Slack workspace via session tokens (no app install required).
> One install, one entry point, one query interface to all project state.
Guide frontend component design and code review using functional cohesion.
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data management scripts, and real-time integration patterns for building backend services with PocketBase.
Lightweight research playbook optimized for the FF-Terminal agent.
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.
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/`…
This skill should be used when the user asks to "set up structure index", "add codebase structure tracking", "create structure files", "set up code structure YAML", or needs to set up the codebase structure index system in a project.
Audit interfaces for accessibility issues across semantics, keyboard use, focus management, color contrast, labels, and announcements.
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.
Check whether code changes silently broke API contracts, behavior, schemas, or compatibility expectations.
Check whether backup and restore plans are actually restorable, verifiable, and operationally safe.
Propose lower-cost bill-of-material substitutions while preserving critical requirements, interfaces, and risk constraints.
Check whether claims are adequately supported by cited sources and flag weak or mismatched citations.
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.
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.
Design realistic end-to-end test scenarios from product flows, state transitions, and critical user journeys.
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。
Organize grant proposal sections, milestones, evaluation plans, and impact framing into a coherent application package.
| 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。
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.
Design factory, bench, or end-of-line validation procedures for hardware products.
Validate mobile release readiness by checking build artifacts, versioning, store requirements, crash risk, config, and pre-ship blockers.
Review SQL queries, execution plans, schema usage, and indexes to propose safer faster alternatives.
> 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.
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
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…
> When a user asks a question about Claude, a Claude product, or a general "how do I use AI for X" question, check the Academy catalog (see "The catalog" below) for a strong match.
Use before DaoFlow commits when running self-review through acpx with Gemini and Claude Code, triaging blocking findings, and revalidating fixes.
| 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.
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.
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.
Swap tokens on Ethereum via the AIDEX aggregator.
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation without static seed nodes.
Agentic LLDB fuzzer and crash-triage toolkit for Apple Mach-O on arm64(e).
Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues.
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
Design stable, compatible public APIs using extend-only design principles.
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.
BroomVA trademark web styling system — Arcan Glass design language for Next.js + Tailwind v4 + shadcn/ui projects.
Use when building, extracting, reviewing, rendering, validating, or looking up ArchiMate® or UML® dediren packages, SVG/OEF/XMI evidence, dr…
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
>- 从多个公开中文财经/政策/社交来源抓取 A 股相关情报,输出结构化条目。
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.
>- Transcribe audio/video to speaker-labeled text.
> Atheris is a coverage-guided Python fuzzer built on libFuzzer.
> Projects findings from external tools (SARIF) and human auditors (weAudit) onto Trailmark code graphs as annotations and subgraphs.
Understand a codebase before looking for bugs in it - what each function assumes, what it guarantees, and what it depends on elsewhere.
Prepares codebases for security review using Trail of Bits' checklist.
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.
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when the user mentions Swift performance audit, code optimization, or performance review.
Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues.
Use when the user mentions flaky tests, tests that pass locally but fail in CI, race conditions in tests, or needs to diagnose WHY a specific test fails.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when ANY question involves Apple framework APIs, Swift compiler errors, or Xcode-bundled documentation.
Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.
Use this agent to scan Swift code for camera, video, and audio capture issues including deprecated APIs, missing interruption handlers, threading violations, and permission anti-patterns.
Use when the user mentions Codable review, JSON encoding/decoding issues, data serialization audit, or modernizing legacy code.
Use when the user mentions concurrency checking, Swift 6 compliance, data race prevention, or async code review.
Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check.
Use when the user mentions Foundation Models review, on-device AI audit, LanguageModelSession issues, @Generable checking, or Apple Intelligence integration review.
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, a ValueObservation that stopped updating, or pre-release GRDB scan.
Use when the user mentions in-app purchase review, IAP audit, StoreKit issues, purchase bugs, transaction problems, or subscription management.
Use when the user mentions iCloud sync issues, CloudKit errors, ubiquitous container problems, or asks to audit cloud sync.
Use when the user mentions 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 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 when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when working with HealthKit, WorkoutKit, health data, workouts, or fitness features on iOS or watchOS.
Use when working with HealthKit, WorkoutKit, health data, workouts, or fitness features on iOS or watchOS.
Use when working with HealthKit, WorkoutKit, health data, workouts, or fitness features on iOS or watchOS.
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 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 app feels slow, memory grows, battery drains, or diagnosing ANY performance issue.
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 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 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 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 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 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).
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.
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.
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture.
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 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).
Create native unit tests for Swift (iOS) and Kotlin (Android) code in the bcsc-core package.
Cross-model benchmark for gstack skills.
>- Get the structured substrate the Bigdata.com MCP server doesn't hand over.
Auto-configure .github/copilot-instructions.md and context/ knowledge docs for a new project.
Refresh bQuery AI guidance and release metadata.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
Brand voice, visual identity, messaging frameworks, asset management, brand consistency.
Brand voice, visual identity, messaging frameworks, asset management, brand consistency.
Brian API — natural language to executable Web3 transactions.
| Use when this capability is needed.
Direct GraphQL API integration with Bunny — the subscription billing and management platform.
| 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.
Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities.
Generate parametric 3D CAD models using OpenSCAD scripting language.
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.
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.
Scaffold/audit GitHub Actions CI/CD — Go/Rust/TS.
Design and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and environment management.
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
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.
| 这些词触发的本能是「砍行数」。
>- This skill creates an isolated-but-shared profile system for Claude Code CLI.
Analyze Claude Code and Claude Desktop Code token usage, cost, quota burn, model mix, cache read/write, and 5-hour block consumption using ccusage evidence.
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.
Investigate and resolve Cloudflare configuration issues using API-driven evidence gathering.
Manage apps on a Cloudron server using the cloudron CLI.
Cockpit CMS is a lightweight headless content platform for teams that want flexible models, REST and GraphQL APIs, and self-hosted deployment without a heavy stack.
'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.
Systematic code maturity assessment using Trail of Bits' 9-category framework.
Review code changes, diffs, commits, branches, or PRs for correctness, regressions, security-sensitive mistakes, maintainability issues, and missing validation before commit, PR, merge, or closeout.
> Use when this capability is needed.
Shared vocabulary for designing deep modules.
>- Supported languages: Python, JavaScript/TypeScript, Go, Java/Kotlin, C/C++, C#, Ruby, Swift.
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.
Automate git commit and push following the project's review workflow.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
>- Use when this capability is needed.
Detects timing side-channel vulnerabilities in cryptographic code.
> Timing attacks exploit variations in execution time to extract secret information from cryptographic implementations.
Comprehensive Contentful REST API guide.
Recover actionable context from local `.claude` session artifacts and continue interrupted work without running `claude --resume`.
Use quando precisar criar ou atualizar instruções do Copilot CLI — copilot-instructions.md, SKILL.md, .agent.md ou arquivos de instrução por…
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.
Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities — chain halts, fund loss, state divergence…
> Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing.
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
Scaffold a new Trinity-compatible Claude Code agent from scratch on any topic.
Create a new domain-specific instruction file when current coverage gaps require file-scoped guidance Use when this capability is needed.
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.
Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management.
Guidelines for introducing and using nullable reference types (NRT) and System.Diagnostics.CodeAnalysis nullable attributes in C# / .NET codebases.
Chief Security Officer mode.
Generate or review AGENTS.md and `.cursor/rules/*.mdc` for a repository 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.
How to use the @data-fair/lib session management system in services that consume sessions (not login/account management).
Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode.
Database access patterns for performance.
**Database Design & SQL Review**: Expert guide for schema design, database migrations, query optimization, indexing strategy, and database performance.
Design database schemas, write efficient SQL queries, create migrations, and optimize database performance.
|- 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。
| Use when this capability is needed.
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (5…
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (5…
Token architecture, component specifications, and slide generation.
Token architecture, component specifications, and slide generation.
Generates the full visual language (color palette, typography, spacing grid, elevation, interactive states) for a website based on a chosen mood.
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.
Live developer experience audit.
>- 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。
Diagnosis loop for hard bugs and performance regressions.
> Generates Mermaid diagrams from Trailmark's code graph.
> Security-focused code review for PRs, commits, and diffs.
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.
> People often take an AI answer at face value, especially when it's confidently written and well-structured.
Complete Discord server interaction via Discord bot API for posting messages, uploading/downloading images and files, editing/deleting messages, reading channel content, responding to mentions, and full server integration.
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.
Django admin customization patterns for Nudge.
> Use when this capability is needed.
Lógica de negócio no model ou em services; views finas Use when this capability is needed.
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
>- Use when this capability is needed.
Run and triage Django/DRF security smoke checks for settings hardening, throttling, safe HTML, ORM race/idempotency patterns, and model integrity; especially useful before shipping or when evaluating djangoSecurityHunter-style findings.
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Convert documents to high-quality markdown with intelligent multi-tool orchestration and automatic DOCX post-processing.
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.
>- Documentation goes wrong in two different ways, and they need different work.
Generate missing documentation from scratch for a feature, module, or entire project.
Post-ship documentation update.
读取、新建或精细编辑 DOCX,并检查版式、修订与评论结构。
Dokku is a self-hosted Platform-as-a-Service built on Docker that provides Heroku-like git-push deployment on your own infrastructure.
Domain-Driven Design patterns for TypeScript.
Build and sharpen a project's domain model.
| 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.
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.
> 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…
| Use when this capability is needed.
Language-agnostic engineering methodology — DDD, Hexagonal Architecture, TDD, architecture planning, requirements gathering, code review, an…
| Use when this capability is needed.
Create, parse, and control Excel files on macOS.
| Use when this capability is needed.
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
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation.
> Use when this capability is needed.
FastAPI com endpoints async, Pydantic v2 e dependency injection Use when this capability is needed.
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production readiness.
Use when adding, renaming, or modifying a FastAPI route in genereviews-link.
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
This skill covers the implementation of privacy-preserving machine learning Use when this capability is needed.
Extract a Feishu/Lark source into faithful local Markdown.
Compose and edit dynamic multi-card Agent Canvas specs and staged dashboard patches through allowlisted farm actions.
Drive the FFT_demo_dash holodeck system — scene triggers, agent commentary, canvas presets, and live weather mirroring — to produce impactfu…
| Use when this capability is needed.
Collect real financial data for any US publicly traded company from free public sources (yfinance).
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.
Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions.
Install and use FlAI AI chat components in Flutter projects.
Design and simulate control systems — transfer functions, PID controllers, Bode plots, root locus, stability analysis, state-space modeling.
Flutter/Dart coding rules for this project — style, file size, and test coverage.
Models form fields as `formz` value objects and drives form state with a Bloc, including round-tripping Laravel 422 validation errors back to per-field UI errors.
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。
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).
Free local AI image and video processing toolkit with cloud AI generation.
You are an expert frontend/UI/UX designer with deep knowledge of modern design principles, accessibility standards, and responsive design patterns.
> A fuzzing dictionary provides domain-specific tokens to guide the fuzzer toward interesting inputs.
> Codebases often contain anti-fuzzing patterns that prevent effective coverage.
One-command installer, credential configurator, and diagnostic layer for the full Gangtise (岗底斯投研) OpenAPI skill suite.
Smart Gemini CLI delegation skill.
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.
Lance une review de code par Gemini AI avec auto-correction Use when this capability is needed.
Machine learning toolkit for genomic interval (BED) data; use it when you need to tokenize BED collections and train embeddings for regions/cells/labels, build consensus peak universes, or run similarity search and downstream ML on chromatin accessibility datasets.
Graph-informed mutation testing triage.
Discovers, retrieves, ranks, and summarizes real existing research papers on any topic.
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.
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.
在用户提及 GitHub 仓库、Issue、Pull Request、Actions、代码管理相关内容与操作时使用此技能。
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。
Gitleaks is an open-source SAST tool for detecting hardcoded secrets like passwords, API keys, and tokens in Git repositories, files, and directories.
| Use when this capability is needed.
Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex.
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
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.
> Use when this capability is needed.
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
Deep interview to reach shared understanding before building.
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
Grill the user relentlessly about a plan, decision, or idea.
Use when asked to brainstorm, evaluate whether an idea is worth building, run office hours, or think through a new product idea or design direction before any code is written.
Smart contract development advisor based on Trail of Bits' best practices.
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.
Adapted from Hugging Face's evaluation manager skill for Use when another skill is a better direct match for the task.
Bootstrap Codex-oriented repository structure for both brand-new and already-existing projects.
This skill enables you to manage, track, and analyze evaluation results for machine learning models used in agricultural applications.
This skill helps you publish and manage research papers on the Hugging Face Hub, enabling seamless integration with models, datasets, and reproducible research.
This skill enables publishing and managing research papers on the Use when the user request matches this skill's domain and capabilities.
This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or si…
Configure AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring including baseline creation, 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.
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
Install the aigonskills MCP server into Claude Code or other clients.
>- Use when this capability is needed.
Add Opik tracing to an existing codebase.
Visual design audit for iOS apps on real hardware.
SwiftUI, UIKit, MVVM, Combine, async/await, Core Data, and App Store submission patterns Use when this capability is needed.
Regenerate the iOS debug bridge against the latest upstream gstack templates.
| 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…
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encryption, and network isolation.
> 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.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policies, and secrets.
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.
Build LangChain chains, agents, and tool integrations with scaffolding, validation, and template generation.
Router for LangChain, LangGraph, and Deep Agents skills.
LangExtract by Google is a Python library for extracting structured information from unstructured text using LLMs with precise source grounding.
Draws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated.
> libFuzzer is an in-process, coverage-guided fuzzer that is part of the LLVM project.
>- 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.
Multi-language code navigation via persistent LSP daemons.
Microsoft 365 Agents SDK for Python.
Expert ML engineer specializing in MLOps, ML platform design, distributed training, model optimization, and production ML systems.
Use when answering CLRS-style machine-learning algorithm questions about k-means clustering, Lloyd's procedure, multiplicative weights, weighted majority, online experts, gradient descent, projected gradient descent, convex optimization, linear regression, or regularization.
Test email sending locally using Mailpit with .NET Aspire.
Getting started with Manager — the 48-tool multi-AI orchestrator.
Write and review Markdown (.md) files with consistent structure, correct links, and repo-friendly conventions.
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.
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.
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.
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.
Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns.
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.
This skill should be used when the user asks about "LSP", "language server", "gopls", "pyright", "rust-analyzer", "typescript-language-server", "multi-language project", "code completion", "diagnostics", or "editor language support".
Convert an MCP server or Claude Code skill into an n8n workflow.
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。
Node.js + Express backend patterns.
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.
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 when - "为什么甲虾能用 DeepSeek,乙虾不行?
>- Switch or repair an OpenClaw instance's model configuration by safely editing openclaw.json.
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who wrote it, author account age/activity, comments, labels, close, land, or maintainer evidence checks.
Write real tests for a function or spec scenario — language-agnostic (TypeScript, Python, C++…).
| Use when this capability is needed.
> OSS-Fuzz is an open-source project developed by Google that provides free distributed infrastructure for continuous fuzz testing.
Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security.
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…
Propose a code patch for a finding.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability is needed.
> 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。
Eng manager-mode plan review.
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.
| Use when this capability is needed.
Multi-path parallel product analysis that combines Claude Code agent teams and Codex CLI for cross-model test-time compute scaling.
Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology.
Configures and runs LLM evaluation using Promptfoo framework.
Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invari…
Build a throwaway prototype to answer a design question.
How to use the PyMAPDL command-line interface to start, stop, list, and execute commands on MAPDL instances from a terminal.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Python >=3.10.
This skill should be used when establishing comprehensive QA testing processes for any software project.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow behavior.
Generate strongly-typed models and serializers from JSON, JSON Schema, TypeScript, and GraphQL queries in 20+ programming languages.
Build reactive/event-driven C# with R3 (Cysharp's modern reimplementation of Reactive Extensions).
Lightweight research playbook optimized for the FF-Terminal agent.
Lightweight research playbook optimized for the FF-Terminal agent.
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation Code review requires technical evaluation, not emotional performance.
| Use when this capability is needed.
> Use when this capability is needed.
Universal release workflow supporting any project type with multi-language changelog.
Safely package codebases with repomix by automatically detecting and removing hardcoded credentials before packing.
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.
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 a pull request has received code review comments from gemini-code-assist and you need to read the feedback, fix or decline each item, reply in comment threads, and post a summary Read code review feedback on a pull request, resolve each item, reply in comment threads, and post a summary comment.
| Use when this capability is needed.
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.
Pre-landing PR review.
| Use when this capability is needed.
Reviews the current branch's changes against its base branch as a pull request: correctness of new and modified code, test coverage for it, and documentation accuracy.
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…
Set up Rust quality gates (cargo check/build, clippy, rustfmt, dead code, unused deps via cargo-machete, doc build, tests) in any Rust repo, wired through `prek` (pre-commit reimagined) with a `check.sh` orchestrator underneath.
| Use when this capability is needed.
> Ruzzy is a coverage-guided fuzzer for Ruby built on libFuzzer.
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits.
Guides through Trail of Bits' 5-step secure development workflow.
Comprehensive software architecture skill for designing scalable, maintainable systems across web, mobile, and backend stacks (React, Next.js, Node/Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python).
| Use when this capability is needed.
Run a full SEO, AEO, and LLM discoverability audit on cc4.marketing Use when this capability is needed.
2026 SEO content writing for marketing sites — search intent, on-page structure, keyword research, E-E-A-T, internal linking, and AI Overvie…
Test, analyze, or start Docker for the server project 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.
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 |.
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.
Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies.
Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies.
Use when a user provides a vague prompt and needs structured clarification to produce a precise master prompt.
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing.
Use when a coding task is vague or under-specified.
>- Use when this capability is needed.
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
| Use when this capability is needed.
| Use when this capability is needed.
Build SQL database integrations with SQLModel for FastAPI projects.
> A single-source-of-truth statusline for Claude Code.
Transcribe audio with StepFun's stepaudio-2.5-asr (released 2026-04, verified 2026-04-23).
Generate Chinese / Japanese speech with stepaudio-2.5-tts (released 2026-04, verified 2026-04-23).
Use when executing implementation plans with independent tasks in the current session Execute plan by dispatching a fresh implementer subagent per task, a task review (spec compliance + code quality) after each, and a broad whole-branch review at the end.
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.
Creates educational Teams channel posts for internal knowledge sharing about Claude Code features, tools, and best practices.
Complete Telegram bot creation for AI agents and pipelines.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Basic usage or getting-started notes: Use when this capability is needed.
No source-backed install or usage instructions could be extracted automatically.
Write integration tests using TestContainers for .NET with xUnit.
Manage Todoist tasks, projects, sections, labels, and comments via the REST API v2 using curl and jq.
Token integration and implementation analyzer based on Trail of Bits' token integration checklist.
>- 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)。
Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward TON without gas checks.
When no existing engineering tool fits the problem, the fabricator creates a new one from scratch.
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.
Manage Trello boards, lists, and cards via the Trello REST API.
Extract design systems from reference UI images and generate implementation-ready UI design prompts.
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。
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs.
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs.
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.
Clear the freeze boundary set by /freeze, allowing edits to all directories again.
Use when building, designing, extending, or consuming the ClaudOpenAI unofficial cross-ecosystem skills marketplace — a Context7-pattern MCP…
Use when working in a git repo that uses git-branchless or stacked-diffs workflow.
Use when building React Native mobile apps with the U.S.
Mutation-driven test vector generation.
World-class UI для Veda на Untitled UI React v8.
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.
This skill should be used when comparing two videos to analyze compression results or quality differences.
|- 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.
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.
Archive WPS/KDocs public documents with source fidelity.
Set up Wren Engine MCP server via Docker and register it with an AI agent.
Writing, explore: mine raw fragments, no structure yet.
Writing, exploit: shape raw material into an article, paragraph by paragraph.
> Wycheproof is an extensive collection of test vectors designed to verify the correctness of cryptographic implementations and test against known attacks.
Search X posts and get Grok-grounded summaries via the local x-search CLI.
Use this skill any time a spreadsheet file is the primary input or output.
Download YouTube videos and HLS streams (m3u8) from platforms like Mux, Vimeo, etc.
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification.