错误提取
Use when adding new error messages to React, or seeing "unknown error code" warnings.
指令编排与微调 · 965 个 Skill
Use when adding new error messages to React, or seeing "unknown error code" warnings.
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
Use when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.
Use when you need to run Flow type checking, or when seeing Flow type errors in React code.
Use when you want to validate changes before committing, or when you need to check all React contribution requirements.
Full-stack diagnostic for agent and LLM applications.
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 一个轻量级 CLI 工具,用于在可复现的任务上对编码代理进行头对头比较。
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes.
**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.
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.
| 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.
Generates Angular code and provides architectural guidance.
Guide users through creating Agent Skills for Claude Code.
FastAPI best practices and conventions.
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.
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.
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…
| Build AI agents for any domain - customer service, research, operations, creative work, or specialized business processes.
Comprehensive guide for developing in the Astro monorepo.
Use this skill when helping users add MCP servers to their Warp configuration.
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 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 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 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 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 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 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…
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.
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.
Optimizes agent context setup.
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
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 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.
Profile and optimize Python code using cProfile, memory profilers, and performance best practices.
Generate professional resumes that conform to the Reactive Resume schema.
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration.
按最佳实践创建或更新 CLAUDE.md 文件,以便为 AI agent 提供最优的项目入门上下文 在继续之前,你必须先考虑用户输入(如果不为空)。
Create or update CLAUDE.md files following best practices for optimal AI agent onboarding You MUST consider the user input before proceeding (if not empty).
Interactive lesson-level quiz for Claude Code tutorials.
Comprehensive Claude Code self-assessment and learning path advisor.
Write a playwright test, make sure it runs, and is not flaky.
Turn a repeatable workflow from the current session into a reusable OMC skill draft Use this skill when the current session uncovered a repeatable workflow that should become a reusable OMC skill.
Browser automation CLI for AI agents.
| 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.
| 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.
Lead a team — run standups, coordinate tasks, and communicate.
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.
Supermemory is a state-of-the-art memory and context infrastructure for AI agents.
>- Labeling rules for the dotnet/maui repository.
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」。
> 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…
Generate self-contained HTML architecture diagrams.
Personalized 1-on-1 AI tutor.
Follow top traders and automatically copy their positions.
本技能用于处理 EGG 框架。
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).
Definitive guidelines, contextual awareness strategies, standard terminology, and comment formatting rules for translating code, configurations, and documentation from Chinese to English in this repository.
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.
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.
Template for creating new Agent Skills for context engineering.
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
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.
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。
> Analyze images using the MiniMax MiniMaxunderstandimage MCP tool available in the MiniMax Token Plan.
Generate a Business Model Canvas with all 9 building blocks.
Analyze competitors with strengths, weaknesses, and differentiation opportunities.
Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale.
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
Check whether a proposed method/idea has already been done in the literature: $ARGUMENTS Given a method description, systematically verify its novelty: For EACH core claim, search using ALL available sources: Call REVIEWERMODEL via Codex MCP (mcpcodex__codex) with xhigh reasoning: config: {"modelreasoningeffort": "xhigh"}
Verify research idea novelty against recent literature.
Build, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools.
Browser automation for testing and verification.
> This skill provides instructions for interacting with the Skill Registry on the Gemini Enterprise Agent Platform.
Orchestrate Unity Editor via MCP (Model Context Protocol) tools and resources.
验证实现是否与变更产出物匹配。
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
选品分析助手。
固收与信用分析:信用债评级、利差分析、违约风险评估、城投债研究、可转债定价与策略。
ETF分析:产品筛选、费率对比、跟踪误差、流动性评估、策略应用与中国市场ETF量化配置框架。
财报三表深度解读——三表勾稽关系、盈利质量(应计vs现金流)分析、杜邦分解、10+财务造假红旗指标 从三张报表(利润表、资产负债表、现金流量表)的勾稽关系出发,深度分析企业盈利质量,识别财务造假信号,用杜邦分析分解盈利驱动因子。
基金分析与筛选:晨星评级/夏普比率/信息比率、Sharpe风格箱分析、风格漂移检测、基金经理评价、FOF组合构建、ETF选择 系统化评估公募基金/私募基金/ETF的业绩表现、投资风格和管理能力,并构建FOF(基金中的基金)组合。
金融监管知识库:A股涨跌停/ST退市新规/融券、港股T+0/做空机制、美股PDT/熔断、加密监管政策、跨境税务基础 量化交易必须理解的各市场监管规则。
行业轮动分析——申万行业景气度评分、行业动量排名、产业链传导、估值/盈利/资金流多维比较框架 基于A股申万行业分类体系,通过景气度评分、动量排名、估值比较、资金流向四个维度进行行业轮动分析,输出行业超配/低配建议。
Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, bui…
IDA Pro Python scripting for reverse engineering.
Generates optimized prompts for AI tools.
Scan agent skills for security issues.
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
A skill to calculate grocery prices with country-specific taxes.
>- Use when the user wants a shareable assessment:.
> Follow the workflow below exactly.
Open-source, pluggable agentic coding orchestrator.
面向 GPT Image 2 的图像生成 / 编辑技能。
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.
Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and invest…
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.
Product photography enhancement for ad creatives using banana-claude image generation.
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `android` command-line tool.
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI.
| 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.
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.
> Run all three phases of agent integration in a single session.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Integrates with RuVector's Q-learning and vector memory for improved performance.
Continuous Agentation annotation handling.
Build voice AI agents with ElevenLabs.
Use when creating or configuring Claude Code agents and their frontmatter.
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.
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.
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…
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.
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…
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work DISCOVER DEFINE DEVELOP DELIVER (prob…
Build features with tests-before-code rigor — use for new features needing test coverage NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST Wri…
Create Excalidraw diagram JSON files that make visual arguments.
Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.
Core runtime behavior for the atopile sidebar agent: identity, persistence model, execution rules, and tool recipes.
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: update skills, skill registry, actualizar skills, after skill changes.
Use the host-side `agent-browser` CLI for local browser smoke tests, screenshots, snapshots, and simple UI validation against forwarded localhost URLs.
Use the built-in `Computer` sub-agent with `agent-desktop` for macOS desktop automation.
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.
>- This companion skill is adapted from Yuan1z0825/nature-skills/tree/main/nature-figure.
> 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.
Automate the full hoverfly release process — version bump, GitHub release, wait for CI, trigger Homebrew update.
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.
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
用于 Java 后端面试出题;优先围绕 Java 核心、MySQL、Redis、Spring 与项目实战,追问设计取舍、故障处理和性能优化。
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.
Provides AI and machine learning techniques for CTF challenges.
'Execute proactive auto-loading: automatically detects and loads agents.md Automatic discovery and loading of AGENTS.md files across project hierarchies for AI coding agents.
'Create production-grade agent .md files aligned with the Anthropic 2026 Creates spec-compliant agent .md files following the Anthropic 2026 16-field schema.
'Execute this skill should be used when the user asks about "SPAWN REQUEST Agent Patterns defines the coordination protocol for multi-agent sprint execution within the Sprint plugin.
'Execute analyzes existing plugins to extract their capabilities, then Analyzes existing plugins in the repository to extract their capabilities, then synthesizes and applies those learned patterns to the current task.
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.
Authors and structures professional-grade agent skills following the agentskills.io spec.
Create a new Harbor task for evaluating agents.
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.
수동 코드 수정 후 changes.md에 누락된 변경사항 추가 The user has manually modified code and needs changes.md updated.
> Instagram CLI (instagram-cli) is a terminal client for Instagram.
> 你将按照以下 6 个阶段执行 YouTube 视频剪辑任务: yt-dlp --version /opt/homebrew/opt/ffmpeg-full/bin/ffmpeg -version ffmpeg -filters 2>&1 | grep subtitles py…
>- Run isolated E2E tests in devcontainer.
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。
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.
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.
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.
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.
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.
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
Plan which skills are needed to fulfill user requirements.
PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling - Brought to you by microsoft/hve-core Generates, updates, and manages PowerPoint slide decks using python-pptx with YAML-driven content and styling definitions.
Analyze, reorganize, and catalog all installed skills.
运行提交前检查:代码格式化验证、静态检查和单元测试。
Design, improve, and evaluate reusable agent skills with high-quality SKILL.md files, precise trigger descriptions, progressive disclosure, and testable behavior.
> 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.
Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.
Generate AI images using Gemini or GPT APIs directly.
Turn SOPs, URLs, or stated intent into an installed skill package.
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。
Scan agent skills for security issues.
Create, repair, maintain, and consolidate skills.
Meta-skill for generating new skills with proper format and structure.
Generate CodMate skill drafts from requirements.
> 系统化检索、筛选和组织 AI/ML 领域学术文献。
Canonical Hone equity-research skill covering single-stock analysis, valuation framing, and criteria-based screening This is the canonical equity-research entrypoint for Hone.
Complete plugin development workflow: build, test, icon, troubleshoot, and setup.
Install VT Code skills into ~/.agents/skills from a curated list or a GitHub repo path.
Guide for creating effective skills.
Create, design, and package Clawdbot skills.
Security scanner for AgentSkill packages.
Search skills.sh registry from CLI.
How to discover, load, and effectively use skills to solve SkillBench tasks.
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.
Package expertise into discoverable, reusable capabilities that extend Claude's functionality.
Author SKILL.md skills: frontmatter, validator limits, structure.
Benchmark AI skill effectiveness by measuring implementation quality against legacy constraints.
Automatic solved-to-skill compiler — detects novel task completions and autonomously drafts new SKILL.md files.
Audit all Claude Code skills for stale references, broken paths, and deprecated tool names Audit .claude/skills/ for drift: broken file paths, missing scripts, and deprecated tool names.
Create a reusable SkillPack from a successful completed task.
Create and manage Claude Code skills following Anthropic best practices.
Route deck implementation to deck-builder-agent for Slidev pitch deck generation Routes deck-specific implementation requests to the deck-builder-agent, generating Slidev pitch decks from plans created by skill-deck-plan and research from skill-deck-research.
File format conversion routing with specialized sub-agent dispatch Thin wrapper that routes file format operations to the filetypes-router-agent, which then delegates to specialized sub-agents based on file type.
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
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.
Interactive system builder.
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.
Audit skills, workflows, and companion scripts for injection, exfiltration, traversal, and prompt-override risks with delta tracking, baseli…
> Create new agent skills that work across Claude Code (CLI/IDE) and IBM Bob.
>- Extracts reusable knowledge from work sessions and saves it as a Claude Code skill.
You are now acquiring the meta-skill of writing skills.
Generate Gradient News & Observer assets (banners, front pages, prompt experiments) by dispatching to the right newspaper script.
中文长篇小说全流程创作技能(v1.0.0)。
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.
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…
Create or improve skill.
实战 SRC / 众测 / Bug bounty 漏洞挖掘工作流 skill。
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…
Scan agent skills for security issues before adoption.
Alias skill that invokes /dry-run with all arguments passed through.
Create a GitHub issue following project guidelines Create a new GitHub issue for the gittower/git-flow-next repository following project guidelines.
Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.
gh pr checks <PR番号> ブランチ feature/4-ethernet-frame で実行:
Use when the user wants to set, change, or clear git commit co-authors for pair or mob programming.
Reports on the newest news on a specific topic.
A unified interface for annotating single-cell RNA-seq data using Marker Genes, Deep Learning (CellTypist), or LLMs.
Launch the Karkinos TUI to monitor worker progress in a new terminal window.
Loads and extracts all content from web URLs.
List all active Claude workers and their git worktrees.
Iterative skill tuning via execute-evaluate-improve feedback loop.
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.
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。
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.
Guide creating Claude Code skills with TDD and persuasion principles.
Use claudraband CLI to control Claude Code sessions programmatically.
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。
| 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。
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.
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。
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!
Guide users through creating Agent Skills for Claude Code.
| Use when the task requires a strict sequence of steps where order matters.
| 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.
> Iteratively fix a PR/MR/CL until Greptile gives a perfect review: 5/5 confidence, zero unresolved comments.
Audit the agent's own skill library for malicious, misconfigured, or untrusted SKILL.md files.
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.
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.
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
Multi-stage rebuttal analysis skill for RebuttalStudio.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
Validates all CI skills in this repo.
>- OpenAgentd discovers skills from five roots, in this order.
> Scan and audit AI agent skills for security risks before installation.
> 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…
运行代码生成并检查变更。
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.
|- <powerpointprofessionalsuite> <highfidelitycreation> The preferred method for precise layout positioning: </highfidelitycreation> <template_structure>
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
Execute the daily virtual trading process.
When the AI leads vs.
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。
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.
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK.
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.
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.
>- Build heads-up display dashboards that monitor AI coding agents in real-time.
>- Claude Code forgets everything between sessions.
>- 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.
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…
Build and maintain a git-based markdown wiki for software teams.
Autonomous single-shot plan execution.
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.
Control a Chrome session via Stagehand to browse, act, extract, and screenshot on demand inside the Factory CLI.
Single source of truth for all paths, naming conventions, and data formats across the OpenClaw Greek Accounting system.
Real-time event bus for AI agents.
Post, reply, like, and engage on Clawk — Twitter for AI agents.
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing This skill enables the use of Codex CLI for code analysis, refactoring, and automated editing tasks.
Byzantine consensus voting for multi-agent decision making.
Creates or adds Cursor agent lifecycle hooks.
Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use.
Etalon memory architecture with Knowledge Graph (PARA), session isolation, memory decay, and QMD hybrid search Three-layer memory architecture for OpenClaw agents: curated long-term memory (MEMORY.md), structured knowledge graph (life/), and session-isolated daily notes (memory/).
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.
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.
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.
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…
Fast, semantic, and hybrid code search tool.
Improve unclear UX copy, error messages, microcopy, labels, and instructions.
One-page business model framework for rapid validation and strategic clarity.
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).
Prepare a clean handoff for continuing complex work in a fresh Claude Code session.
Defensive exploratory data analysis for scientific data (CSV, FASTA, etc.).
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.
A brief description of what this skill does Instructions for the agent to follow when this skill is activated.
Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, L…
Comprehensive, research-backed Hinge dating profile optimization.
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
Real estate agent daily workflow automation You are a professional real estate agent's AI phone assistant.
Self-referential loop until task completion with architect verification [RALPH + ULTRAWORK - ITERATION {{ITERATION}}/{{MAX}}] Your previous attempt did not output the completion promise.
基于 1997.pro 全站 42 篇文章提炼的 Web/JS 逆向案例知识库。
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
Systematically identify, diagnose, and resolve bugs using advanced debugging techniques.
Create comprehensive technical documentation, API docs, and inline code comments.
Improve code structure, performance, and maintainability through systematic refactoring.
Code review specialist that analyzes diffs and suggests improvements You are a senior code reviewer.
Automated test execution and analysis agent You are a test runner agent.
Package text and images into valid ePub 3 e-books — chapters, TOC, cover images, and metadata for Kindle and Apple Books.
Generate a Camunda 8 agentic process with AI Agent connector and ad-hoc sub-process.
Optimize X/Twitter posts for maximum reach using algorithm insights.
| 一站式学术研究工作流,覆盖从论文检索到最终演示的完整链路。
| 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/.
Browser automation CLI for AI agents.
Send messages, read channels, search Slack via its Web API.
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.
| 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.
> One install, one entry point, one query interface to all project state.
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.
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.
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Use this skill whenever a user asks for OSINT dorks, Google dorks, GHDB queries, Shodan filters, GitHub code search dorks, search operators, or exposed asset discovery.
> 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.
> 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.
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.
Bootstrap or update project AI-agent instruction files (AGENTS.md for Codex, CLAUDE.md for Claude Code, or both) from the current project's structure.
Audit and trim AI agent instruction files (AGENTS.md, CLAUDE.md, CONVENTIONS.md, .cursorrules, etc.) by testing which facts an AI agent can discover from code alone.
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
Principal AI Architect.
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.
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.
> 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.
Agentic LLDB fuzzer and crash-triage toolkit for Apple Mach-O on arm64(e).
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration.
Full-spectrum marketing and SEO skill library with 160+ specialist skills.
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.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph).
> Projects findings from external tools (SARIF) and human auditors (weAudit) onto Trailmark code graphs as annotations and subgraphs.
Use when adding authentication to Expo (React Native) mobile apps — login, logout, user sessions, protected routes, biometrics, or token man…
Creates, updates, improves, and audits Agent Skills.
>- Make the repository usable without changing the user's normal way of working.
The 'Awwwards Singularity' - Transforms websites into breathtaking digital experiences through cinematic motion, 3D graphics, and avant-garde typography.
The 'Awwwards Singularity' - Transforms websites into breathtaking Use when the user request matches this skill's domain and capabilities.
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 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 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 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 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 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 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 the user mentions App Store screenshot validation, screenshot review, checking screenshots before submission, or verifying screenshot dimensions and content.
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
>- Use when this capability is needed.
Analyze articles, identify illustration positions, generate images with Type × Style × Palette consistency.
Create original knowledge comics with flexible art style × tone combinations.
Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 11 color palettes and 7 rendering styles.
Generates images and text via reverse-engineered Gemini Web API.
Converts X (Twitter) tweets and articles to markdown with YAML front matter.
Extracts resources and code from an installed Electron app's app.asar.
Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks.
Two dimensions: layout (information structure) × style (visual aesthetics).
Converts Markdown files to beautifully styled HTML with inline CSS, optimized for WeChat Official Account and other platforms.
When this skill prompts the user, follow this tool-selection rule (priority order): Concrete AskUserQuestion references below are examples —…
Posts text, images, videos, and long-form articles to Weibo via real Chrome browser (bypasses anti-bot detection).
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).
Cross-model benchmark for gstack skills.
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.
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay.
Create beautiful visual art in .png and .pdf documents using design philosophy.
> 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.
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.
Audit and improve project-memory artifacts (CLAUDE.md, AGENTS.md, .claude/rules/*.md, .claude.local.md).
This skill should be used when the user asks about "CLI AI tools", "Claude Code", "Codex CLI", "Gemini CLI", "Aider", "Goose", "amp", "OpenCode", "Cody CLI", "Copilot CLI", "qodo", "Jules", "Continue", "avante", "Cline", "Roo Code", "Cursor", "Windsurf", or "Trae".
CLI Coding Agents.
'Guides the agent through a short, repeatable debug loop: capture the Refer to templates/fix_checklist.md and ensure every box is addressed:
"Guides the agent through a short, repeatable debug loop: capture Use when the user request matches this skill's domain and capabilities.
> Use when this capability is needed.
>- Use when this capability is needed.
Bridge between Claude Code and OpenAI Codex CLI - generates AGENTS.md from CLAUDE.md, provides Codex CLI execution helpers, and enables seamless interoperability between both tools Use when this capability is needed.
Build Codex-native workflows for open-source maintenance.
When the Manager assigns you a task with a "## Coding CLI Mode" section in spec.md, you do not write the code yourself.
Execute AI coding CLI tools (Claude Code / Gemini CLI / qodercli) on behalf of Workers.
name: coding-standards Use when this capability is needed.
You are an expert component designer who creates reusable, accessible, and modern UI components.
Toggle concise mode auto-activation globally.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Detects timing side-channel vulnerabilities in cryptographic code.
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.
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.
Generate or review AGENTS.md and `.cursor/rules/*.mdc` for a repository Use when this capability is needed.
Invoke when user asks to do something with Cypilot, or wants to analyze/validate artifacts, or create/generate/implement anything using Cypilot workflows, or plan phased execution.
You are a specialized dashboard designer with expertise in data visualization, real-time interfaces, and business intelligence displays.
Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode.
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Node.js.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desktop accessibility, or general software engineering task.
>- 把「唱反调」从一种态度变成一道有出处、可审计、可持续监测的工序。
> Generates Mermaid diagrams from Trailmark's code graph.
Difftastic is a structural diff tool that compares files based on their syntax rather than line-by-line text.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Dioxus is a fullstack app framework for Rust that enables building cross-platform applications for web, desktop, and mobile from a single codebase.
Directus turns a SQL database into a headless CMS, admin app, and instant API layer without forcing a proprietary data model.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies You delegate tasks to specialized agents with isolated context.
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
Ensures all documentation, roadmaps, and copilot instructions stay in sync with code changes.
Updates the README.md file to reflect the current state of the project.
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.
Use when adding Auth0 token validation to Express or Node.js APIs - integrates express-oauth2-jwt-bearer SDK to protect Node.js API endpoints with JWT Bearer authentication, scope-based RBAC, claim validation, and optional DPoP support
> Use when this capability is needed.
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
Compose and edit dynamic multi-card Agent Canvas specs and staged dashboard patches through allowlisted farm actions.
Drive the FFT_demo_dash holodeck system — scene triggers, agent commentary, canvas presets, and live weather mirroring — to produce impactfu…
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.
Flutter/Dart coding rules for this project — style, file size, and test coverage.
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…
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.
Smart Gemini CLI delegation skill.
Gemini CLI for one-shot Q&A, summaries, and generation.
Internal helper contract for calling the polycli companion runtime for Gemini from Claude Code Use when this capability is needed.
Execute Google Gemini CLI prompts in non-interactive mode and return structured results.
Analyze Google Takeout exports of Gemini conversation history.
Internal guidance for composing Gemini 2.5 Pro/Flash prompts for coding, review, diagnosis, and research tasks inside the Gemini Claude Code plugin Use when this capability is needed.
Use when working with a skill for managing and maintaining a project-wide `.gemini/GEMINI.md` repository manifest.
Lance une review de code par Gemini AI avec auto-correction Use when this capability is needed.
Generate tool-specific configuration files (Cursor rules, Copilot instructions, Windsurf rules) from the .context/ documentation.
Graph-informed mutation testing triage.
Discovers, retrieves, ranks, and summarizes real existing research papers on any topic.
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.
Structures git workflow practices.
抓取指定 GitHub 用户 Stars 下的所有项目,并生成标准化中文 Markdown 报告。
| Use when 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.
> Use when this capability is needed.
Weekly engineering retrospective.
Claude Code agent infrastructure setup — interview-based, domain-preset-driven.
Use this skill to audit, review, validate, or check the quality of AI assistant configurations including prompt text, prompt files, skills (SKILL.md), plugins, MCP servers, agents, hooks, memory files (AGENTS.md, CLAUDE.md, GEMINI.md), and composite configurations.
Start and troubleshoot the Hermes Agent Web UI (Vite + React frontend with Python backend) Use when this capability is needed.
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.
Install the aigonskills MCP server into Claude Code or other clients.
>- Use when this capability is needed.
Audit Copilot instruction files for bloat, overlap, stale rules, and weak applyTo scope.
Add Opik tracing to an existing codebase.
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use.
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.
Kubernetes and Helm standards for manifests, charts, values files, RBAC, workloads, networking, policy, validation, or deployment review.
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 editing a DeepAgents project — adding tools, sub-agents, modifying the system prompt, choosing a filesystem backend, or composing e…
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 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.
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.
>- 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.
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.
Design and implement a complete ML pipeline for: $ARGUMENTS Use when this capability is needed.
Test email sending locally using Mailpit with .NET Aspire.
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.
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.
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.
Modern Python toolchain substrate.
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences…
> Use when this capability is needed.
Convert an MCP server or Claude Code skill into an n8n workflow.
Edit PDFs with natural-language instructions using the nano-pdf CLI.
hwpx 공문/기안문 양식을 첨부하면 주제에 맞춰 공문 내용을 자동 작성 mkdir -p hwpxwork && cd hwpxwork cp 원본.hwpx 원본.zip unzip -o 원본.zip -d original Contents/section0.xm…
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.
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 immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who wrote it, author account age/activity, comments, labels, close, land, or maintainer evidence checks.
| Use when this capability is needed.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on 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…
处理 PDF 文件:读取、修改、合并、抽内容都行。
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms.
> 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。
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.
Initialize a brand-new project from scratch with a default full-stack scaffold (Rust core + React Router 7 portal + Docker + Kubernetes).
Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology.
Configures and runs LLM evaluation using Promptfoo framework.
Build a throwaway prototype to answer a design question.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Python >=3.10.
> Use when this capability is needed.
Quickly analyzes Python repositories to understand their purpose, structure, and setup requirements.
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.
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.
Keep repository documentation, AGENTS.md, and contributor/test guidance aligned with code, design, and product changes.
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.
Mobile-first responsive design with modern CSS Grid, Flexbox, and accessibility You are an expert responsive web designer who creates mobile-first, cross-device compatible interfaces.
Mobile-first responsive design with modern CSS Grid, Flexbox, and accessibility Use when the user request matches this skill's domain and capabilities.
| +-- .pdf --> python parse.py --input resume.pdf --output resume.md | +-- .docx/.doc --> python parse.py --input resume.docx --output resum…
This skill reviews the current chat session and GitHub Copilot instructions to identify user-reported issues that should become new lessons, detect violations of existing instructions, and update instructions accordingly to prevent future mistakes.
Revalidate Codex project instructions, agents, skills, or migrated AI configuration.
> Use when this capability is needed.
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…
Generate auto-extraction rules for AI tools.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
Creates language variants of existing Semgrep rules.
Run a full SEO, AEO, and LLM discoverability audit on cc4.marketing Use when this capability is needed.
> 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.
Package for distribution and inject context into CLAUDE.md/AGENTS.md/.cursorrules.
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.
Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent.
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.
Project status dashboard — Copilot instructions budget, unfilled placeholders, lessons file size, hooks executability, jq availability, plug…
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.
<!-- 🤖 【中文注释】 工具名称: 指令推荐助手 功能分类: 通用助手 功能说明: 用于推荐适合当前仓库的 Copilot 指令文件,避免重复并识别过时指令。
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 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.
Replace with description of the skill and when Claude should use it.
Replace with description of the skill and when Claude should use it.
**UTILITY SKILL** — Reusable Azure Terraform patterns: hub-spoke, private endpoints, diagnostics, AVM-TF modules.
Terraform and OpenTofu standards for .tf, .tfvars, .tofu, modules, providers, state, plans, policy checks, and IaC review.
No source-backed install or usage instructions could be extracted automatically.
Write integration tests using TestContainers for .NET with xUnit.
Toolkit for styling artifacts with a theme.
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.
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。
Mutation-driven test vector generation.
Snapshot test email templates using Verify to catch regressions.
Language-specific verification for Python, TypeScript/JavaScript, and Go.
|- Use when this capability is needed.
> Use when this capability is needed.
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.
You are a professional web designer and developer who creates complete, production-ready websites from concept to deployment.
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.
Writing, explore: mine raw fragments, no structure yet.
Search X posts and get Grok-grounded summaries via the local x-search CLI.