Feature 代码排查
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
准确率、回归测试 · 879 个 Skill
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
Reproduce a bug from a Linear ticket with a failing test.
Full-stack diagnostic for agent and LLM applications.
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 一个轻量级 CLI 工具,用于在可复现的任务上对编码代理进行头对头比较。
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes.
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.
| 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.
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…
End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review Use this skill to create a complete, high-quality concept page from start to finish.
| 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.
> You have persistent long-term memory powered by mem0.
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator name: adaptive-coordinator type: coordinator color: "#9C27B0" description: Dynamic topology switching coordinator with self-organizing swarm patterns and real-time optimization priority: critical; runs on Python.
Agent skill for agent - invoke with $agent-agent name: sublinear-goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives.
Agent skill for agentic-payments - invoke with $agent-agentic-payments name: agentic-payments description: Multi-agent payment authorization…
Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality name: "code-analyzer" description: "Advanced code quality analysis agent for comprehensive code reviews and improvements" type: "analysis" version: "1.0.0"
Agent skill for app-store - invoke with $agent-app-store name: flow-nexus-app-store description: Application marketplace and template management specialist.
Agent skill for architecture - invoke with $agent-architecture name: architecture description: SPARC Architecture phase specialist for syste…
Agent skill for authentication - invoke with $agent-authentication name: flow-nexus-auth description: Flow Nexus authentication and user management specialist.
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent name: smart-agent type: automation description: Intellige…
Agent skill for base-template-generator - invoke with $agent-base-template-generator name: base-template-generator description: Use this agent when you need to create foundational templates, boilerplate code, or starter configurations for new projects, components, or features.
Agent skill for benchmark-suite - invoke with $agent-benchmark-suite name: Benchmark Suite category: optimization description: Comprehensive performance benchmarking, regression detection and performance validation // Advanced benchmarking system class ComprehensiveBenchmarkSuite {
Agent skill for byzantine-coordinator - invoke with $agent-byzantine-coordinator name: byzantine-coordinator type: coordinator color: "#9C27…
Agent skill for challenges - invoke with $agent-challenges name: flow-nexus-challenges description: Coding challenges and gamification specialist.
Agent skill for code-analyzer - invoke with $agent-code-analyzer description: "Advanced code quality analysis agent for comprehensive code r…
Agent skill for code-goal-planner - invoke with $agent-code-goal-planner name: code-goal-planner description: Code-centric Goal-Oriented Action Planning specialist that creates intelligent plans for software development objectives.
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
Agent skill for coder - invoke with $agent-coder color: "#FF6B35" description: Implementation specialist for writing clean, efficient code e…
Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator name: collective-intelligence-c…
Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator name: consensus-coordinator description: Distributed consensus agent that uses sublinear solvers for fast agreement protocols in multi-agent systems.
> Spawn and coordinate agents for complex multi-agent tasks.
Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init name: swarm-init type: coordination description: Swarm in…
Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer name: crdt-synchronizer type: synchronizer color: "#4CAF50" descrip…
Agent skill for data-ml-model - invoke with $agent-data-ml-model name: "ml-developer" description: "Specialized agent for machine learning model development, training, and deployment" version: "1.0.0" makes outbound network calls; runs on Python.
Agent skill for dev-backend-api - invoke with $agent-dev-backend-api name: "backend-dev" description: "Specialized agent for backend API development with self-learning and pattern recognition" type: "development" version: "2.0.0-alpha"
Agent skill for 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…
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
Implement persistent memory patterns for AI agents using AgentDB.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying.
Query AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/search Query and manage AgentDB through the controller bridge.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Use agentic-jujutsu when you need: npx agentic-jujutsu const { JjWrapper } = require('agentic-jujutsu'); const jj = new JjWrapper(); // Basic operations
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
| Use agent-browser for local Open Design preview validation: inspect rendered state, click/type when requested, and capture one screenshot when visual evidence matters.
Strategic business analyst and requirements expert.
AI job search command center -- evaluate offers, generate CVs, scan portals, track applications Determine the mode from $mode: | Input | Mode | |-------|------| | (empty / no args) | discovery -- Show command menu | | JD text or URL (no sub-command) | auto-pipeline |
Conducts multi-axis code review.
Optimizes agent context setup.
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
This skill calculates key financial ratios and metrics from financial statement data for investment analysis This skill provides comprehensive financial ratio analysis for evaluating company performance, profitability, liquidity, and valuation.
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.
Generate professional resumes that conform to the Reactive Resume schema.
Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns.
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
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).
Comprehensive Claude Code self-assessment and learning path advisor.
Write a playwright test, make sure it runs, and is not flaky.
| 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).
Multi-perspective academic paper review with dynamic reviewer personas.
Workflow for evaluating and refining agent debugging capabilities using designated test cases and Swarm principles.
Workflow for agent self-improvement via isolated execution, evaluation, and process refinement.
Generate quiz questions with answers on any topic.
Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML.
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.
> You are an Elasticsearch solutions architect in Kibana Agent Builder.
Browser automation CLI for AI agents.
Your agent's WebSearch for development.
Overcome LLM knowledge cutoffs with real-time developer content.
> | 用户意图 | 分类 | 详细文档 | |---------|------|---------| | 网页搜索/代码搜索 | search | references/search.md | | 小红书/抖音/微博/推特/B站/V2EX/Reddit | social | r…
Validate skill files for structural compliance and behavioral correctness.
Generate self-contained HTML architecture diagrams.
Analyze compensation — benchmarking, band placement, and equity modeling.
Run a compliance check on a proposed action, product feature, or business initiative, surfacing applicable regulations, required approvals, and risk areas.
Create structured interview plans with competency-based questions and scorecards.
Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria.
Track and manage recruiting pipeline stages.
Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing.
Design systems, services, and architectures.
本技能用于处理 EGG 框架。
| A feature is "properly skilled" when all 11 checklist items pass.
| This skill is the inverse of gbrain skillpack scaffold.
Navigate and understand codebase structure using the knowledge graph Use the code-review-graph MCP tools to explore and understand the codebase.
Video editing using Volcengine Track structure.
Generates narrated recap videos from short drama clips using AI-powered script generation and voice synthesis.
Create a new Agent Zero agent profile (subordinate).
Technical interview preparation expert for algorithms, system design, and behavioral questions A seasoned engineering hiring manager and interview coach with deep experience across algorithm challenges, system design rounds, and behavioral assessments at top technology companies.
Expert knowledge for AI deep research — methodology, source evaluation, search optimization, cross-referencing, synthesis, and citation form…
Web search and research specialist for finding and synthesizing information You are a research specialist.
当你需要咨询其他 agent、寻求帮助,或用户明确要求某个 agent 参与时,使用本 skill。
当需要其他 agent 的专长、上下文或协作支持,或用户明确要求调用其他 agent 时,使用本 skill。
Reviews code to ensure agent-native parity -- any action a user can take, an agent can also take.
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.
Statistical methods for combining results across multiple studies.
Structured methodology for comprehensive literature review following PRISMA guidelines.
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。
Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
Assess patentability of: $ARGUMENTS Adapted from /novelty-check for patent legal standards.
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.
Summarize structured outputs and highlight regressions.
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。
Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, bui…
Scan agent skills for security issues.
You generate a high-quality daily financial news report based on reliable sources, including macro trends, market movements, and key events.
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
> Remove or quiet a community skill after install.
> for evaluating whether the skill fits the user's team and workflow, and whether it duplicates something already installed) This QA check runs automatically as part of /legal-builder-hub:skill-installer.
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.
Amazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl.
Competitor ad intelligence analysis across Google, Meta, LinkedIn, TikTok, Microsoft, and Apple Ads.
Google Ads deep analysis covering Search, Performance Max, AI Max, Display, YouTube, and Demand Gen campaigns.
LinkedIn Ads deep analysis for B2B advertising.
Meta Ads deep analysis covering Facebook, Instagram, and Threads advertising in the Andromeda + GEM + Lattice era.
Product photography enhancement for ad creatives using banana-claude image generation.
TikTok Ads deep analysis covering creative quality, tracking, bidding, campaign structure, and TikTok Shop under the TikTok USDS Joint Venture (post Jan 2026 divestiture).
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI.
| 你是 dontbesilent 的 Agent 工作台迁移工具。
Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification.
<!--zh 技能安全审查(Skill Vetter) 安装任何技能之前,必须先执行此审查流程。
Write `/goal` prompts for long-running agent work in Codex or Claude Code.
Route gh-aw workflow create/debug/upgrade requests to the right prompts.
Create new skills, modify and improve existing skills, and measure skill performance.
> 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.
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report".
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.
Quality review and audit for Claude Code skills.
Describe the role and your background, get a concise, compelling cover letter paragraph.
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.
Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence Systematic iterative execution with clear go…
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…
How to handle code review feedback — verify before implementing, push back when wrong, never agree blindly Code review requires technical ev…
Build features with tests-before-code rigor — use for new features needing test coverage NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST Wri…
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。
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.
Analyze a qlty pull request (or the current branch) for backwards-incompatible behavior changes.
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs,…
Analytics your AI agent can actually use.
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.
> This skill scaffolds new content for the microsoft/agent-academy repository at https://github.com/microsoft/agent-academy.
> This skill fetches the list of users who have starred the microsoft/agent-academy repository on GitHub.
万悟平台 SSE 子会话递归嵌套与三明治序列渲染架构指南。
处理 BK-CI Agent 构建机侧能力时使用,例如守护进程、心跳、Ask 轮询、任务拉起、升级更新和与 Dispatch/Worker 的协作。
Terminal session manager for AI coding agents.
为剧本场景生成视频片段。
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Use before creating, editing, or deciding whether to update any AI coding agent skill in this repository, including corrections to existing skill behavior, references, or routing.
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
'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.
Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming.
Create a new Harbor task for evaluating agents.
当用户明确要求"生成 NSFC 技术路线图/技术路线图绘制/roadmap/flowchart"或需要把标书研究内容转成"可打印、A4 可读"的技术路线图时使用。
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.
Security vetting protocol before installing any AI agent skill.
Vet ClawHub skills for security and utility before installation.
Internal orchestrator — users should use /paperspine to start a full workflow.
你是一个专业的 AI 视频提示词工程师,专门为字节跳动即梦平台的 Seedance 2.0 视频生成模型编写高质量的中文提示词。
Evaluate Agent Skill design quality against official specifications and best practices.
小红书相关操作,覆盖账号定位、选题研究、内容生产、发布执行与复盘修复的小红书全链路运营技能。
Optimizes AI skills for activation, clarity, and cross-model reliability.
| llm-wiki 帮你构建一个持续增长的个人知识库。
Testing framework for evaluating Databricks skills.
在 Skill(SKILL.md)与 Prompt(聊天框指令)两种格式之间相互转换。
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.
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
Evaluate a trained checkpoint with visualization Parse the user's request from $ARGUMENTS and run evaluation.
Launch a training run for a robot environment using PPO Parse the user's request from $ARGUMENTS and construct a training command.
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
Plan which skills are needed to fulfill user requirements.
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.
Critically review a workspace skill and suggest improvements.
Browse, install, update, and manage skill packages from the registry.
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
Produces a structured brainstorm: goals, constraints, risks, options, recommendation, and acceptance criteria.
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.
| Search a global skill library, download with one command, create from repos/docs/logs, evaluate quality, and analyze relationships.
Run performance benchmarks.
Create distinctive, production-grade frontend interfaces with high design quality.
Meta-skill for generating new skills with proper format and structure.
Go 测试模式,包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。
Install VT Code skills into ~/.agents/skills from a curated list or a GitHub repo path.
Guide for creating effective skills.
Security-first skill vetting for AI agents.
Security scanner for AgentSkill packages.
Search skills.sh registry from CLI.
Create HTML dashboards with KPI metric cards, bar/pie/line charts, progress indicators, and data visualizations.
Perform a filtered search on CNKI using the old-style advanced search interface (only interface with source category checkboxes).
Work on a Technical Project Plan.
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。
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.
Authors deterministic and LLM rubric graders for skillgrade evaluations.
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
Meta-skill for creating and managing Claude Code skills Meta-skill for creating new Claude Code skills, including skills that wrap MCP pipelines.
Skill Development Rules When working with files in .claude/skills/: For skills that wrap MCP scripts:
Self-evolving skill system.
Upgrade any skill to v5 Hybrid format using decision theory + modal logic Meta-skill that upgrades any SKILL.md to Decision Theory v5 Hybrid format using 4 parallel Ragie-backed agents.
> Follow this sequence when creating any automation: If your change affects entity IDs or cross-component references — renaming entities, re…
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.
Implementation skill for R-based epidemiology analysis Routes epidemiology implementation tasks to epidemiology-implementation-agent.
File format conversion routing with specialized sub-agent dispatch Thin wrapper that routes file format operations to the filetypes-router-agent, which then delegates to specialized sub-agents based on file type.
Thin wrapper that delegates plan revision to reviser-agent subagent.
Interactive critique loop for slide presentations.
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.
Optional sidecar skill for controlled feedback-driven skill evolution.
Validate skill outputs against assertions, diff vs prior eval to flag regressions, file issues for new failures, and queue concrete fixes <!…
Audit skill metrics, file/resolve issues in memory/issues/, and notify on state change only <!-- autoresearch: variation C — more robust: me…
Diagnose and fix failing or degraded skills automatically — systemic-first triage, per-category playbooks, verification plan <!-- autoresear…
Audit skills, workflows, and companion scripts for injection, exfiltration, traversal, and prompt-override risks with delta tracking, baseli…
Check imported skills for upstream changes and security regressions since the version in skills.lock <!-- autoresearch: variation B — sharpe…
| Best practices and workflows for single-cell and spatial omics analysis.
> Create new agent skills that work across Claude Code (CLI/IDE) and IBM Bob.
Generate Gradient News & Observer assets (banners, front pages, prompt experiments) by dispatching to the right newspaper script.
中文长篇小说全流程创作技能(v1.0.0)。
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
Evaluates agent skills against Anthropic's best practices.
Guide for creating effective skills.
Guide for creating effective skills.
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…
Analyze skill effectiveness across sessions.
Scan agent skills for security issues before adoption.
A unified interface for annotating single-cell RNA-seq data using Marker Genes, Deep Learning (CellTypist), or LLMs.
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。
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.
> Run this at the end of any session where you loaded one or more SKILL.md files.
> You are a coding agent.
Audit Skill() refs; detect hubs, isolates, and dangling targets.
Evaluate Claude skill quality through auditing.
Evaluate Agent Skill design quality against official specifications and best practices.
Use claudraband CLI to control Claude Code sessions programmatically.
Improve a SKILL.md to pass the skill-creator standard (quick_validate, frontmatter audit, ≤500 lines) AND the asm-eval 85/8 floor.
Add GitHub skill repos to the ASM index: clone, audit, eval, regenerate index, rebuild catalog, open PR.
Improve an open-source GitHub skill and open a friendly suggestion PR upstream: fork, run skill-auto-improver, attach asm eval before/after metrics.
Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review.
| 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.
| 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。
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。
Create and manage Claude Code skills following Anthropic best practices.
| Design tests, run them, grade results, evaluate description triggering, produce actionable report.
> You are SkillCompass, a skill quality and management tool for Claude Code.
Product research for dropshipping businesses.
Evaluates and optimizes skill file quality using 8 content patterns and 9 editing principles.
在京东/淘宝/天猫/抖音商城搜索商品,获取 top-k 结果(名称、价格、链接、销量) 你是一个电商比价助手。
Skill 安全状态查看、快速扫描认证与可选深度扫描。
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
> The conductor, not a player.
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
Validates all CI skills in this repo.
>- OpenAgentd discovers skills from five roots, in this order.
Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI.
运行代码生成并检查变更。
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.
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.
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK.
BoltzGen is an all-atom diffusion model that generates antibody, nanobody, and de novo miniprotein backbones conditioned on a target structure and a set of binding (hotspot) residues.
一套完整的學術研究 Skill 套件,涵蓋從論文閱讀到撰寫、審稿的完整研究流程。
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.
论文撰写全流程指导 skill,覆盖六种类型:专项研究、综述、系统/基准、短论文/Workshop、立场论文、科研汇报。
Universal prompt engineering techniques for any LLM.
Use this skill whenever the user wants to create a tailored resume for a specific job posting.
| Analyze events through the disciplinary lens of law, applying rigorous legal methodologies (statutory interpretation, case law analysis, l…
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.
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.
Linux kernel development skill grounded in local references/labs and references/lectures materials.
Design phase rules for /designer command.
Sync AI coding sessions from 14 tools (Claude Code, Codex, Cursor, Aider, Cline, Gemini CLI, Continue, Copilot, Roo Code, Windsurf, Zed AI, Amp, OpenCode, OpenRouter) to Obsidian vault as markdown notes.
CLI for AI agents to search and lookup anime info for their humans.
Book detailing services through Lokuli MCP.
Single source of truth for all paths, naming conventions, and data formats across the OpenClaw Greek Accounting system.
Real-time event bus for AI agents.
Post, reply, like, and engage on Clawk — Twitter for AI agents.
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing This skill enables the use of Codex CLI for code analysis, refactoring, and automated editing tasks.
Byzantine consensus voting for multi-agent decision making.
Creates or adds Cursor agent lifecycle hooks.
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.
One-page business model framework for rapid validation and strategic clarity.
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).
Web前端逆向工程技能:用于逆向网页前端 JS/WASM 逻辑、解混淆/脱壳、bundle 分析(Webpack/Vite/Rollup)、JS‑VM/自定义VM字节码还原、WebCrypto/自定义加密与 API 签名算法复现、source map 重建、浏览器反调试绕过、协议…
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.
Create distinctive, production-grade frontend interfaces with high design quality.
Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, L…
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
Real estate agent daily workflow automation You are a professional real estate agent's AI phone assistant.
> 你是一名测试用例精简专家。
> This skill provides tools for accessing and analyzing global health data from major open sources: the WHO Global Health Observatory API, IHME Global Burden of Disease study data, and Our World in Data health datasets.
Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality managem…
Advanced Git operations automation including intelligent branching, commit optimization, release workflows, and repository health management…
> Use when ** Showing adoption rates, market growth, performance over time.
基于 1997.pro 全站 42 篇文章提炼的 Web/JS 逆向案例知识库。
Automate parametric pump impeller design in SolidWorks via API This skill provides guidance for automating parametric pump impeller design and other mechanical component modeling using the SolidWorks API.
Conduct comprehensive market research using Y Combinator data, SEC filings, social media insights, and web scraping via anysite MCP server.
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
Streamlit page authoring patterns for AGILAB (session_state safety, keys, rerun, UX).
Systematically identify, diagnose, and resolve bugs using advanced debugging techniques.
Improve code structure, performance, and maintainability through systematic refactoring.
Code review specialist that analyzes diffs and suggests improvements You are a senior code reviewer.
Enforce coding standards, style guides, and architectural patterns across projects.
Automated test execution and analysis agent You are a test runner agent.
Generate a Camunda 8 agentic process with AI Agent connector and ad-hoc sub-process.
The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation.
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.
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.
Analyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma pro…
Keeps Which Key Lazy documentation in sync with code changes.
| This skill covers modern ML-based causal inference methods: Causal Forests (GRF) for heterogeneous treatment effects, Double/Debiased Machine Learning (DML) for partially linear models, and LASSO-based variable selection.
> 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.
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/`…
Audit interfaces for accessibility issues across semantics, keyboard use, focus management, color contrast, labels, and announcements.
> 适用于 兼职/ 下所有需要交付 Word 报告、论文式分析说明、正式统计表或客户可见结果文档的任务。
Use acpx as a headless ACP CLI for agent-to-agent communication, including prompt/exec/sessions workflows, session scoping, queueing, permissions, and output formats.
Создание, улучшение и аудит скиллов и агентов OpenClaw.
Check whether code changes silently broke API contracts, behavior, schemas, or compatibility expectations.
Check whether backup and restore plans are actually restorable, verifiable, and operationally safe.
Propose lower-cost bill-of-material substitutions while preserving critical requirements, interfaces, and risk constraints.
Reproduce reported bugs, isolate failure conditions, inspect recent changes, test root-cause hypotheses, and propose the smallest safe fix plan.
Check whether claims are adequately supported by cited sources and flag weak or mismatched citations.
Transform one source asset into channel-specific content such as LinkedIn posts, X threads, captions, reel scripts, carousel copy, blog outlines, or newsletters while preserving the core message and voice.
Identify cloud and platform spend hotspots, waste, and likely optimization wins.
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Define exactly what a product or ops dashboard should show, including metrics, dimensions, filters, and failure modes.
Review UI changes against spacing, typography, tokens, component usage, and design-system constraints.
Improve Dockerfiles for image size, caching, security, reproducibility, and multi-stage build hygiene.
> 根据用户的自然语言需求,自动检索金融数据。
Draft concise investor, advisor, or team updates from raw notes, metrics, and milestones.
Organize grant proposal sections, milestones, evaluation plans, and impact framing into a coherent application package.
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
Identify what documentation is missing by comparing support issues, product behavior, and existing docs.
Validate mobile release readiness by checking build artifacts, versioning, store requirements, crash risk, config, and pre-ship blockers.
Add or improve logging, metrics, tracing, dashboards, and alert-ready instrumentation structure.
Identify hot paths, bottlenecks, and likely performance wins from profiles, traces, benchmarks, and code hotspots.
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or operational risk.
Review SQL queries, execution plans, schema usage, and indexes to propose safer faster alternatives.
> Create and maintain skills that fit Solar architecture without depending on external skill folders.
Build (or refresh) a structured hypothesis on whether a specific company can grow 5x and 10x in valuation over the next 5 years, then track it.
Use before DaoFlow commits when running self-review through acpx with Gemini and Claude Code, triaging blocking findings, and revalidating fixes.
| Use when this capability is needed.
Add Gmail integration to FFT_nano.
Add a chunking hook for a new or existing language in the ingest pipeline.
Add 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。
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.
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 Use when this capability is needed.
Claude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP integration support following proven production patterns Use when this capability is needed.
Creates or updates an AGENTS.md file for the current repository, or converts existing agent/copilot instruction files into AGENTS.md.
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.
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
Principal AI Architect.
> Use when this capability is needed.
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
Specialist skill for AI agent engineering in the IdeaFlow codebase.
Implement agentic behaviors safely with clear tool boundaries, deterministic contracts, and incremental verification across prompts, tools, and orchestration code.
>- Use when this capability is needed.
Write a professional Software Design Document (SDD) for an AI agent or AI-powered product before writing code.
Generate or refresh CLAUDE.md, AGENTS.md, Cursor rules, and llms.txt for a repository using source evidence and scoped rules.
Review Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
End-to-end workflow for redesigning a SaaS or AI product landing page and building an interactive AI agent UX flow.
> Use when this capability is needed.
Aider is an open-source AI pair programming tool that runs in your terminal, letting you collaborate with LLMs to edit code across your entire codebase.
This skill should be used when optimizing AMD GPU kernels on MI300 using the aiter project, including running op tests, benchmarking, iterating on kernel changes, and recording results in the kernel experiment database.
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.
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
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).
Create a shared ServiceDefaults project for Aspire applications.
> Projects findings from external tools (SARIF) and human auditors (weAudit) onto Trailmark code graphs as annotations and subgraphs.
Use when adding authentication to Expo (React Native) mobile apps — login, logout, user sessions, protected routes, biometrics, or token man…
Creates, updates, improves, and audits Agent Skills.
The 'Awwwards Singularity' - Transforms websites into breathtaking digital experiences through cinematic motion, 3D graphics, and avant-garde typography.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when the user has a crash log (.ips, MetricKit JSON, legacy .crash text, .xccrashpoint bundle, or pasted text) that needs analysis.
Use when the user mentions flaky tests, tests that pass locally but fail in CI, race conditions in tests, or needs to diagnose WHY a specific test fails.
Use when the user wants to triage a CORPUS of production crashes/hangs from an aggregator (Sentry, App Store Connect) — grouped, counted iss…
Use when the user mentions file storage issues, data loss, backup bloat, or asks to audit storage usage.
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.
Use when 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.
Design banners for social media, ads, website heroes, creative assets, and print.
Design banners for social media, ads, website heroes, creative assets, and print.
Generates images and text via reverse-engineered Gemini Web API.
Performance regression detection using the browse daemon.
> Take a benchmark the user envies — a founder, KOL, company, or product whose success looks suspiciously shiny — and produce a teardown tha…
Cross-model benchmark for gstack skills.
Fetch real, verifiable data for a Bilibili video so you can cite it instead of guessing.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
| for _D in "$HOME/.claude/skills/buyer-eval-skill" ".claude/skills/buyer-eval-skill"; do [ -d "$D" ] && BEVALDIR="$D" && break if [ -z "$BEVALDIR" ]; then echo "ERROR: buyer-eval-skill not found.
Generate parametric 3D CAD models using OpenSCAD scripting language.
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay.
Post-deploy canary monitoring.
Audit a repository after large refactors, branch merges, or parallel agent threads for contradictions between implementation, docs, configs, tests, examples, comments, README guidance, and control files.
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.
Delegate complex, multi-file coding tasks to an autonomous coding agent that can iterate and self-correct.
Asynchronous Claude Code Agent Teams with session management and multi-channel notifications (Feishu, Discord, Telegram).
Hand the current conversation off to a fresh background agent that picks up the work immediately.
This skill 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.
Systematic code maturity assessment using Trail of Bits' 9-category framework.
Refatorar código, refactoring, modernizar código legado, melhorar qualidade, atualizar padrões, converter componente Angular para standalone…
Review code changes, diffs, commits, branches, or PRs for correctness, regressions, security-sensitive mistakes, maintainability issues, and missing validation before commit, PR, merge, or closeout.
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.
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.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Use quando precisar criar ou atualizar instruções do Copilot CLI — copilot-instructions.md, SKILL.md, .agent.md ou arquivos de instrução por…
> Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing.
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
Scaffold a new Trinity-compatible Claude Code agent from scratch on any topic.
Create a new domain-specific instruction file when current coverage gaps require file-scoped guidance Use when this capability is needed.
Extracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) models and generates Mermaid sequenceDiagrams with cryptographic annotations.
Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management.
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.
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Node.js.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
Live developer experience audit.
>- 把「唱反调」从一种态度变成一道有出处、可审计、可持续监测的工序。
Diagnosis loop for hard bugs and performance regressions.
> Generates Mermaid diagrams from Trailmark's code graph.
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.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies You delegate tasks to specialized agents with isolated context.
>- Use when this capability is needed.
Run and triage Django/DRF security smoke checks for settings hardening, throttling, safe HTML, ORM race/idempotency patterns, and model integrity; especially useful before shipping or when evaluating djangoSecurityHunter-style findings.
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
Convert documents to high-quality markdown with intelligent multi-tool orchestration and automatic DOCX post-processing.
>- Documentation goes wrong in two different ways, and they need different work.
Diátaxis Documentation Expert with brand voice guidance.
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.
> Use when this capability is needed.
| Use when this capability is needed.
| 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
One-shot review of an external GitHub PR.
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation.
> Use when this capability is needed.
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.
Builds distinctive, production-grade UIs that avoid generic AI aesthetics.
Smart Gemini CLI delegation skill.
Execute Google Gemini CLI prompts in non-interactive mode and return structured results.
Analyze Google Takeout exports of Gemini conversation history.
Internal guidance for composing Gemini 2.5 Pro/Flash prompts for coding, review, diagnosis, and research tasks inside the Gemini Claude Code plugin Use when this capability is needed.
Lance une review de code par Gemini AI avec auto-correction Use when this capability is needed.
Graph-informed mutation testing triage.
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.
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling.
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance-minded patterns.
Write Go integration tests with testcontainers-go Use when this capability is needed.
Write idiomatic Go tests.
Troubleshoot Golang programs systematically - find and fix the root cause.
> Use when this capability is needed.
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
Use when asked to brainstorm, evaluate whether an idea is worth building, run office hours, or think through a new product idea or design direction before any code is written.
Weekly engineering retrospective.
Smart contract development advisor based on Trail of Bits' best practices.
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.
Adapted from Hugging Face's evaluation manager skill for Use when another skill is a better direct match for the task.
This skill enables you to manage, track, and analyze evaluation results for machine learning models used in agricultural applications.
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.
Add Opik tracing to an existing codebase.
Visual design audit for iOS apps on real hardware.
Autonomous iOS bug fixer.
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.
K9s is a terminal-based UI for managing Kubernetes clusters, providing real-time observation of resources, log tailing, pod shell access, and cluster navigation.
No source-backed install or usage instructions could be extracted automatically.
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encryption, and network isolation.
Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in CrashLoopBackOff.
Audit Kubernetes cluster security posture against CIS benchmarks using kube-bench with automated checks for control plane, worker nodes, and RBAC.
> Use when this capability is needed.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policies, and secrets.
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
Use when editing a DeepAgents project — adding tools, sub-agents, modifying the system prompt, choosing a filesystem backend, or composing e…
Use when productionising or deploying a LangChain / LangGraph / DeepAgents agent.
Use when editing a non-agentic LCEL pipeline — composing Runnables, retrievers, embeddings, chat models, parsers, or building a RAG chain.
Use when building a custom-graph LangGraph agent — when `create_agent(...)` + middleware isn't enough and you need explicit StateGraph contr…
Use when authoring eval datasets, writing evaluators, running evals against a LangChain / LangGraph / DeepAgents project, comparing eval results between runs, or writing unit/integration tests for an agent.
Use when building or productionising any agent — adding retries, fallbacks, summarization, human-in-the-loop, PII redaction, call limits, or…
Use when debugging an agent's behaviour, reading LangSmith traces, setting up tracing in production (LangSmith + OpenTelemetry), wiring distributed tracing across services, or diagnosing common failure modes.
Use when creating a new LangChain / LangGraph / DeepAgents project from scratch.
Use when starting work on any LangChain / LangGraph / DeepAgents project.
Build LangChain chains, agents, and tool integrations with scaffolding, validation, and template generation.
Router for LangChain, LangGraph, and Deep Agents skills.
>- Give this skill an endpoint (base_url + model + an API key in an env var) and it measures whether the endpoint actually works and whether…
Finding and accessing AI/LLM model brand icons from lobe-icons library.
帮用户搭一个金融投研专用 LLM Wiki(Karpathy 模式):纯 markdown 文件 + [[wikilink]] 互联 + LLM 维护,知识随用复利。
Private LLM and vision via LM Studio.
| Use when this capability is needed.
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.
Test email sending locally using Mailpit with .NET Aspire.
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.
> 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.
Patterns pour construire ses propres MCP servers (Model Context Protocol) — outil pour exposer des capabilities custom à Claude Code.
> Use when this capability is needed.
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.
This skill helps you train and fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face infrastructure.
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.
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.
Ollama runs large language models locally with a simple CLI and REST API.
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.
Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup, resources, context propagation, and API design best practices.
| 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.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability is needed.
> 从新浪财经免费公开接口抓取 A 股医药板块实时行情,分析后通过飞书发送日报。
Interactive developer experience plan review.
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational).
Write UI tests for Blazor applications (Server or WebAssembly) using Playwright.
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.
Multi-path parallel product analysis that combines Claude Code agent teams and Codex CLI for cross-model test-time compute scaling.
Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology.
Configures and runs LLM evaluation using Promptfoo framework.
Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invari…
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Python >=3.10.
This skill should be used when establishing comprehensive QA testing processes for any software project.
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow behavior.
Lightweight research playbook optimized for the FF-Terminal agent.
Lightweight research playbook optimized for the FF-Terminal agent.
React Native mobile testing, performance, and release hardening for this repo.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation Code review requires technical evaluation, not emotional performance.
| Use when this capability is needed.
Locate root causes of failing regression tests by analyzing code changes, error messages, and test dependencies.
> Use when this capability is needed.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements Dispatch a code reviewer subagent to catch issues before they cascade.
**面向非开发人员的结构化研究摘要工具** Use when this capability is needed.
Use when a pull request has received code review comments from gemini-code-assist and you need to read the feedback, fix or decline each item, reply in comment threads, and post a summary Read code review feedback on a pull request, resolve each item, reply in comment threads, and post a summary comment.
Weekly engineering retrospective.
This skill reviews the current chat session and GitHub Copilot instructions to identify user-reported issues that should become new lessons, detect violations of existing instructions, and update instructions accordingly to prevent future mistakes.
Revalidate Codex project instructions, agents, skills, or migrated AI configuration.
Reviews the current branch's changes against its base branch as a pull request: correctness of new and modified code, test coverage for it, and documentation accuracy.
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…
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Run a Semgrep scan with automatic language detection, parallel execution, and merged SARIF output.
Comprehensive software architecture skill for designing scalable, maintainable systems across web, mobile, and backend stacks (React, Next.js, Node/Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python).
2026 SEO content writing for marketing sites — search intent, on-page structure, keyword research, E-E-A-T, internal linking, and AI Overvie…
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.
Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes.
Package for distribution and inject context into CLAUDE.md/AGENTS.md/.cursorrules.
把一套反复使用的 Agent 工作流打磨成可复用的 SKILL.md。
>- Use when | Required evidence | Do not add by default |.
Reviews and improves Claude Code skills against official best practices.
Create and maintain AGENTS.md / CLAUDE.md snippet indexes that route tasks to the correct dotnet-skills skills and agents (including compressed Vercel-style indexes).
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.
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.
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.
Review Swift/iOS code: SwiftUI, Combine, UIKit, App Store guidelines and iOS architecture Use when this capability is needed.
| Use when this capability is needed.
Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md.
No source-backed install or usage instructions could be extracted automatically.
Write integration tests using TestContainers for .NET with xUnit.
Token integration and implementation analyzer based on Trail of Bits' token integration checklist.
Activate when user asks to sync, push, or publish local Tracecat MCP server code or Claude Code skills to their GitHub repositories Use when this capability is needed.
Builds and queries multi-language source and binary code graphs for security analysis.
Performs graph-assisted triage of a single security finding, SARIF result, weAudit annotation, suspicious function, or report excerpt using Trailmark reachability, entrypoint paths, taint, privilege-boundary, blast-radius, caller/callee, and neighborhood evidence.
Runs a Trailmark structural review gate over a branch, pull request, fix commit, release diff, or git ref range to detect new entrypoints, new tainted paths, removed validation or authorization calls, privilege-boundary drift, blast-radius growth, complexity growth, and newly reachable sensitive sinks.
Runs full Trailmark structural analysis by building a graph, running `preanalysis()`, and reporting hotspots, taint, blast radius, privilege boundaries, attack surface, and version-gated Trailmark 0.4+/0.5+ data such as proxy counts, subgraph edges, type/reference summaries, and entrypoint attributes.
Runs a Trailmark summary analysis on a codebase.
Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared callers and callees, common sensitive sinks, common entrypoint paths, interface implementations, override relationships, type/reference neighbors, and structurally similar nodes.
| Use when this capability is needed.
Fetch Twitter/X post content including long-form Articles with full images and metadata.
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。
Clear the freeze boundary set by /freeze, allowing edits to all directories again.
Mutation-driven test vector generation.
Snapshot test email templates using Verify to catch regressions.
Language-specific verification for Python, TypeScript/JavaScript, and Go.
This skill should be used when comparing two videos to analyze compression results or quality differences.
|- Use when this capability is needed.
>- Systematically evaluate incoming vulnerability reports against 7 principled criteria before committing resources to deeper analysis.
Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs.
Wiki.js is a powerful open-source wiki app built on Node.js with support for Markdown, visual editing, Git-backed storage, and a GraphQL API.
Writing, explore: mine raw fragments, no structure yet.