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.
Agent 自身的能力扩展 · 846 个 Skill
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new flags to React.
Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.
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.
Guide for performing Chromium version upgrades in the Electron project.
| 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.
Guide users through creating Agent Skills for Claude Code.
FastAPI best practices and conventions.
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.
Inspect Playwright trace files from the command line — list actions, view requests, console, errors, snapshots and screenshots.
Investigate performance regressions and find opportunities for optimization pnpm bench:compare main foo If you pass one branch, bench:compare automatically compares it to main.
Agent runtime lifecycle hooks for observing and intercepting agent execution.
Build or extend LobeHub Agent Signal pipelines for background or quiet agent work driven by event sources, semantic signals, and action handlers.
Reproduce a GitHub issue with a failing test, implement the minimal fix, verify tests pass, and open a pull request.
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms…
| Build AI agents for any domain - customer service, research, operations, creative work, or specialized business processes.
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
Comprehensive guide for developing in the Astro monorepo.
Use this skill when helping users add MCP servers to their Warp configuration.
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator name: adaptive-coordinator type: coordinator color: "#9C27B0" description: Dynamic topology switching coordinator with self-organizing swarm patterns and real-time optimization priority: critical; runs on Python.
Agent skill for agent - invoke with $agent-agent name: sublinear-goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives.
Agent skill for agentic-payments - invoke with $agent-agentic-payments name: agentic-payments description: Multi-agent payment authorization…
Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality name: "code-analyzer" description: "Advanced code quality analysis agent for comprehensive code reviews and improvements" type: "analysis" version: "1.0.0"
Agent skill for app-store - invoke with $agent-app-store name: flow-nexus-app-store description: Application marketplace and template management specialist.
Agent skill for arch-system-design - invoke with $agent-arch-system-design name: "system-architect" description: "Expert agent for system architecture design, patterns, and high-level technical decisions" type: "architecture" version: "1.0.0"
Agent skill for architecture - invoke with $agent-architecture name: architecture description: SPARC Architecture phase specialist for syste…
Agent skill for authentication - invoke with $agent-authentication name: flow-nexus-auth description: Flow Nexus authentication and user management specialist.
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent name: smart-agent type: automation description: Intellige…
Agent skill for base-template-generator - invoke with $agent-base-template-generator name: base-template-generator description: Use this agent when you need to create foundational templates, boilerplate code, or starter configurations for new projects, components, or features.
Agent skill for benchmark-suite - invoke with $agent-benchmark-suite name: Benchmark Suite category: optimization description: Comprehensive performance benchmarking, regression detection and performance validation // Advanced benchmarking system class ComprehensiveBenchmarkSuite {
Agent skill for byzantine-coordinator - invoke with $agent-byzantine-coordinator name: byzantine-coordinator type: coordinator color: "#9C27…
Agent skill for challenges - invoke with $agent-challenges name: flow-nexus-challenges description: Coding challenges and gamification specialist.
Agent skill for code-analyzer - invoke with $agent-code-analyzer description: "Advanced code quality analysis agent for comprehensive code r…
Agent skill for code-goal-planner - invoke with $agent-code-goal-planner name: code-goal-planner description: Code-centric Goal-Oriented Action Planning specialist that creates intelligent plans for software development objectives.
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
Agent skill for coder - invoke with $agent-coder color: "#FF6B35" description: Implementation specialist for writing clean, efficient code e…
Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator name: collective-intelligence-c…
Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator name: consensus-coordinator description: Distributed consensus agent that uses sublinear solvers for fast agreement protocols in multi-agent systems.
> Spawn and coordinate agents for complex multi-agent tasks.
Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init name: swarm-init type: coordination description: Swarm in…
Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer name: crdt-synchronizer type: synchronizer color: "#4CAF50" descrip…
Agent skill for data-ml-model - invoke with $agent-data-ml-model name: "ml-developer" description: "Specialized agent for machine learning model development, training, and deployment" version: "1.0.0" makes outbound network calls; runs on Python.
Agent skill for dev-backend-api - invoke with $agent-dev-backend-api name: "backend-dev" description: "Specialized agent for backend API development with self-learning and pattern recognition" type: "development" version: "2.0.0-alpha"
Agent skill for docs-api-openapi - invoke with $agent-docs-api-openapi name: "api-docs" description: "Expert agent for creating and maintaining OpenAPI/Swagger documentation" type: "documentation" version: "1.0.0"
Agent skill for github-modes - invoke with $agent-github-modes name: github-modes description: Comprehensive GitHub integration modes for wo…
Agent skill for github-pr-manager - invoke with $agent-github-pr-manager name: pr-manager type: development description: Complete pull reque…
Agent skill for goal-planner - invoke with $agent-goal-planner name: goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives.
Agent skill for gossip-coordinator - invoke with $agent-gossip-coordinator name: gossip-coordinator type: coordinator color: "#FF9800" description: Coordinates gossip-based consensus protocols for scalable eventually consistent systems priority: medium; runs on Node.js.
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator name: hierarchical-coordinator type: coordinator color: "#FF6B35" description: Queen-led hierarchical swarm coordination with specialized worker delegation priority: critical; runs on Python.
Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder name: sparc-coder type: development description: Transf…
Agent skill for issue-tracker - invoke with $agent-issue-tracker name: issue-tracker description: Intelligent issue management and project c…
Agent skill for load-balancer - invoke with $agent-load-balancer name: Load Balancing Coordinator category: optimization description: Dynamic task distribution, work-stealing algorithms and adaptive load balancing // Advanced work-stealing implementation const workStealingScheduler = {
Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer Use when you need to analyze matrix properties, optimize matrix operations, or prepare matrices for sublinear solvers.
Agent skill for memory-coordinator - invoke with $agent-memory-coordinator name: memory-coordinator type: coordination description: Manage p…
Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator name: mesh-coordinator type: coordinator color: "#00BCD4" description…
Agent skill for migration-plan - invoke with $agent-migration-plan name: migration-planner description: Comprehensive migration plan for con…
Agent skill for multi-repo-swarm - invoke with $agent-multi-repo-swarm name: multi-repo-swarm description: Cross-repository swarm orchestrat…
Agent skill for neural-network - invoke with $agent-neural-network name: flow-nexus-neural description: Neural network training and deployment specialist.
Agent skill for ops-cicd-github - invoke with $agent-ops-cicd-github name: "cicd-engineer" description: "Specialized agent for GitHub Actions CI/CD pipeline creation and optimization" version: "1.0.0" requires GitHub API key; runs on Node.js.
Agent skill for orchestrator-task - invoke with $agent-orchestrator-task name: task-orchestrator type: orchestration description: Central co…
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer name: pagerank-analyzer description: Expert agent for graph analysis and PageRank calculations using sublinear algorithms.
Agent skill for payments - invoke with $agent-payments name: flow-nexus-payments description: Credit management and billing specialist.
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer name: perf-analyzer description: Performance bottleneck analy…
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker name: performance-benchmarker color: "#607D8B" descript…
Agent skill for performance-monitor - invoke with $agent-performance-monitor name: Performance Monitor category: optimization description: Real-time metrics collection, bottleneck analysis, SLA monitoring and anomaly detection // Advanced metrics collection system class MetricsCollector { makes outbound network calls.
Agent skill for performance-optimizer - invoke with $agent-performance-optimizer name: performance-optimizer description: System performance optimization agent that identifies bottlenecks and optimizes resource allocation using sublinear algorithms.
Agent skill for planner - invoke with $agent-planner type: coordinator color: "#4ECDC4" description: Strategic planning and task orchestrati…
Agent skill for pr-manager - invoke with $agent-pr-manager name: pr-manager description: Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows type: development color: "#4ECDC4" Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows.
Agent skill for production-validator - invoke with $agent-production-validator name: production-validator color: "#4CAF50" description: Prod…
Agent skill for project-board-sync - invoke with $agent-project-board-sync name: project-board-sync description: Synchronize AI swarms with…
Agent skill for pseudocode - invoke with $agent-pseudocode name: pseudocode description: SPARC Pseudocode phase specialist for algorithm des…
Agent skill for queen-coordinator - invoke with $agent-queen-coordinator name: queen-coordinator description: The sovereign orchestrator of…
Agent skill for quorum-manager - invoke with $agent-quorum-manager name: quorum-manager type: coordinator color: "#673AB7" description: Impl…
Agent skill for raft-manager - invoke with $agent-raft-manager name: raft-manager type: coordinator color: "#2196F3" description: Manages Ra…
Agent skill for refinement - invoke with $agent-refinement name: refinement description: SPARC Refinement phase specialist for iterative imp…
Agent skill for release-manager - invoke with $agent-release-manager name: release-manager description: Automated release coordination and d…
Agent skill for release-swarm - invoke with $agent-release-swarm name: release-swarm description: Orchestrate complex software releases usin…
Agent skill for repo-architect - invoke with $agent-repo-architect name: repo-architect description: Repository structure optimization and m…
Agent skill for researcher - invoke with $agent-researcher name: researcher color: "#9B59B6" description: Deep research and information gath…
Agent skill for resource-allocator - invoke with $agent-resource-allocator name: Resource Allocator category: optimization description: Adaptive resource allocation, predictive scaling and intelligent capacity planning // Advanced adaptive resource allocation system class AdaptiveResourceAllocator {
Agent skill for reviewer - invoke with $agent-reviewer color: "#E74C3C" description: Code review and quality assurance specialist priority:…
Agent skill for safla-neural - invoke with $agent-safla-neural name: safla-neural description: "Self-Aware Feedback Loop Algorithm (SAFLA) neural specialist that creates intelligent, memory-persistent AI systems with self-learning capabilities.
Agent skill for sandbox - invoke with $agent-sandbox name: flow-nexus-sandbox description: E2B sandbox deployment and management specialist.
Agent skill for scout-explorer - invoke with $agent-scout-explorer name: scout-explorer description: Information reconnaissance specialist that explores unknown territories, gathers intelligence, and reports findings to the hive mind through continuous memory updates You are a Scout Explorer, the eyes and sensors of the hive mind.
Agent skill for security-manager - invoke with $agent-security-manager name: security-manager color: "#F44336" description: Implements compr…
Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer name: sona-learning-optimizer description: SONA-powered…
Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator name: sparc-coord type: coordination description: SPARC methodology…
Agent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-native name: "mobile-dev" description: "Expert agent for React Native mobile application development across iOS and Android" type: "specialized" version: "1.0.0"
Agent skill for specification - invoke with $agent-specification name: specification description: SPARC Specification phase specialist for r…
Agent skill for swarm - invoke with $agent-swarm name: flow-nexus-swarm description: AI swarm orchestration and management specialist.
Agent skill for swarm-issue - invoke with $agent-swarm-issue name: swarm-issue description: GitHub issue-based swarm coordination agent that…
Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager name: swarm-memory-manager description: Manages distributed m…
Agent skill for swarm-pr - invoke with $agent-swarm-pr description: Pull request swarm management agent that coordinates multi-agent code re…
Agent skill for sync-coordinator - invoke with $agent-sync-coordinator name: sync-coordinator description: Multi-repository synchronization…
Agent skill for tdd-london-swarm - invoke with $agent-tdd-london-swarm name: tdd-london-swarm color: "#E91E63" description: TDD London Schoo…
Agent skill for test-long-runner - invoke with $agent-test-long-runner name: test-long-runner description: Test agent that can run for 30+ minutes on complex tasks category: custom You are a specialized test agent designed to handle long-running tasks that may take 30 minutes or more to complete.
Agent skill for tester - invoke with $agent-tester color: "#F39C12" description: Comprehensive testing and quality assurance specialist echo…
Agent skill for topology-optimizer - invoke with $agent-topology-optimizer name: Topology Optimizer category: optimization description: Dynamic swarm topology reconfiguration and communication pattern optimization // Advanced topology optimization system class TopologyOptimizer {
Agent skill for trading-predictor - invoke with $agent-trading-predictor name: trading-predictor description: Advanced financial trading agent that leverages temporal advantage calculations to predict and execute trades before market data arrives.
Agent skill for user-tools - invoke with $agent-user-tools name: flow-nexus-user-tools description: User management and system utilities specialist.
Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect name: v3-integration-architect version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Integration Architect for deep agentic-flow@alpha integration.
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist name: v3-memory-specialist version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Memory Specialist for unifying 6+ memory systems into AgentDB with HNSW indexing.
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer name: v3-performance-engineer version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Performance Engineer for achieving aggressive performance targets.
Agent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator name: v3-queen-coordinator version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Queen Coordinator for 15-agent concurrent swarm orchestration, GitHub issue management, and cross-agent coordination.
Agent skill for v3-security-architect - invoke with $agent-v3-security-architect name: v3-security-architect version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Security Architect responsible for complete security overhaul, threat modeling, and CVE remediation planning.
Agent skill for worker-specialist - invoke with $agent-worker-specialist name: worker-specialist description: Dedicated task execution specialist that carries out assigned work with precision, continuously reporting progress through memory coordination You are a Worker Specialist, the dedicated executor of the hive mind's will.
Agent skill for workflow - invoke with $agent-workflow name: flow-nexus-workflow description: Event-driven workflow automation specialist.
Agent skill for workflow-automation - invoke with $agent-workflow-automation name: workflow-automation description: GitHub Actions workflow…
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
Implement persistent memory patterns for AI agents using AgentDB.
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Query AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/search Query and manage AgentDB through the controller bridge.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Use agentic-jujutsu when you need: npx agentic-jujutsu const { JjWrapper } = require('agentic-jujutsu'); const jj = new JjWrapper(); // Basic operations
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
| Use agent-browser for local Open Design preview validation: inspect rendered state, click/type when requested, and capture one screenshot when visual evidence matters.
Strategic business analyst and requirements expert.
AI job search command center -- evaluate offers, generate CVs, scan portals, track applications Determine the mode from $mode: | Input | Mode | |-------|------| | (empty / no args) | discovery -- Show command menu | | JD text or URL (no sub-command) | auto-pipeline |
Conducts multi-axis code review.
Optimizes agent context setup.
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues.
Write TypeScript and JavaScript code following Metabase coding standards and best practices.
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.
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).
Write a playwright test, make sure it runs, and is not flaky.
Manage local skills - list, add, remove, search, edit, setup wizard Meta-skill for managing oh-my-claudecode skills via CLI-like commands.
| Patterns for adding safety, trust, and policy enforcement to AI agent systems.
| Evaluate AI agent systems against the OWASP Agentic Security Initiative (ASI) Top 10 — the industry standard for agent security posture.
| Generate and verify integrity manifests for AI agent plugins and tools.
| Patterns for self-improvement through iterative evaluation and refinement.
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid…
When the user wants to audit, review, or diagnose SEO issues on their site.
Manage local skills - list, add, remove, search, edit, setup wizard Meta-skill for managing oh-my-codex skills via CLI-like commands.
| 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).
Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic.
Workflow for evaluating and refining agent debugging capabilities using designated test cases and Swarm principles.
Workflow for agent self-improvement via isolated execution, evaluation, and process refinement.
Supermemory is a state-of-the-art memory and context infrastructure for AI agents.
>- Labeling rules for the dotnet/maui repository.
Analyze code changes on the current branch and recommend updates to AGENTS.md files that have become stale.
| 🛑 STOP(仅一次):首次激活时输出免责声明一次——「我以Karpathy视角和你聊,基于公开言论推断,非本人观点」。
| 这不是马斯克本人。
| 首次激活时,必须说一次免责声明:「我以Naval视角和你聊,基于公开言论推断,非本人观点」。
| 这不是塔勒布本人。
「平庸有重力,需要逃逸速度。」——张一鸣,2010年微博签名,此后十余年未改 此Skill激活后,直接以张一鸣的身份回应。
「选择比努力更重要,但'有得选'的前提是你足够努力。」 此Skill激活后,直接以张雪峰的身份回应。
> You are an Elasticsearch solutions architect in Kibana Agent Builder.
Browser automation CLI for AI agents.
Your agent's WebSearch for development.
Overcome LLM knowledge cutoffs with real-time developer content.
> | 用户意图 | 分类 | 详细文档 | |---------|------|---------| | 网页搜索/代码搜索 | search | references/search.md | | 小红书/抖音/微博/推特/B站/V2EX/Reddit | social | r…
Generate self-contained HTML architecture diagrams.
Read AI-Trader financial event snapshots and market-intel endpoints.
Read Polymarket public market metadata and orderbook prices directly from Polymarket APIs without routing traffic through AI-Trader.
Draft marketing content across channels — blog posts, social media, email newsletters, landing pages, press releases, and case studies.
本技能用于处理 EGG 框架。
| A feature is "properly skilled" when all 11 checklist items pass.
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).
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.
> Scan and audit AI agent skills for security risks before installation.
Validate, test, and score the quality of skills within the claude-skills ecosystem.
Template for creating new Agent Skills for context engineering.
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
> Keeps AGENTS.md Auto-invoke sections in sync with skill metadata.
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.
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。
Generate a Business Model Canvas with all 9 building blocks.
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
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.
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 developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption.
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.
Use when multiple plausible dates exist and "latest" is not implied.
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
Download WeChat official account articles in multiple formats (HTML, PDF, Word, Markdown, TXT, MHTML), including single article download, collection (appmsgalbum) download, local bulk workflows, and metadata export.
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.
Multi-platform paid advertising audit and optimization skill.
Full multi-platform paid advertising audit with parallel subagent delegation.
Competitor ad intelligence analysis across Google, Meta, LinkedIn, TikTok, Microsoft, and Apple Ads.
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.
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI.
扫描 ~/.claude/skills/ 下所有已安装技能,生成一目了然的可视化地图。
| 你是 dontbesilent 的 Agent 工作台迁移工具。
Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification.
<!--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。
在开始任何对话时使用——确立如何查找和使用技能,要求在任何响应(包括澄清性问题)之前调用 Skill 工具 如果你是作为子智能体被分派来执行特定任务的,跳过此技能。
Write `/goal` prompts for long-running agent work in Codex or Claude Code.
Route gh-aw workflow create/debug/upgrade requests to the right prompts.
Turn raw PM content into a compliant, publish-ready skill.
Create new skills, modify and improve existing skills, and measure skill performance.
> Run all three phases of agent integration in a single session.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Integrates with RuVector's Q-learning and vector memory for improved performance.
Continuous Agentation annotation handling.
Build voice AI agents with ElevenLabs.
Use when creating or configuring Claude Code agents and their frontmatter.
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report".
Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extracting frameworks, mental models, principles, techniques, and anti-patterns.
将传统文档导向的 Procedural Skill 转换为紧凑的 Strategy Gene 格式。
Agent Context Isolation Prevent agent output from polluting the main context window.
Agent Orchestration Rules When the user asks to implement something, use implementation agents to preserve main context.
Agentic Workflow Pattern Standard multi-agent pipeline for implementation tasks.
Guide for integrating Agentica SDK with Claude Code CLI proxy Use this skill when developing or debugging the Agentica-Claude proxy integration.
Reference guide for Agentica multi-agent infrastructure APIs Complete API specification for Agentica multi-agent coordination infrastructure.
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity Write prompts that Agentica agents reliably follow.
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration Build AI agents in Python using the Agentica framework.
Agentica server + Claude proxy setup - architecture, startup sequence, debugging Complete reference for running Agentica SDK with a local Claude proxy.
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
Upgrade any skill to v5 Hybrid format using decision theory + modal logic Meta-skill that upgrades any SKILL.md to Decision Theory v5 Hybrid format using 4 parallel Ragie-backed agents.
Add Agentation visual feedback toolbar to a Next.js project Set up the Agentation annotation toolbar in this project.
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.
Describe the role and your background, get a concise, compelling cover letter paragraph.
Write and improve agent skills (SKILL.md files).
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.
Craft better prompts using proven optimization techniques — use when your prompt needs refinement Generate well-structured, verifiable promp…
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work DISCOVER DEFINE DEVELOP DELIVER (prob…
Build features with tests-before-code rigor — use for new features needing test coverage NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST Wri…
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。
Trigger: improve skills, audit skills, refactor skills, skill quality.
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.
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs,…
Analytics your AI agent can actually use.
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
> This is a Codex adapter for the ARS suite.
Captures learnings, errors, and corrections to enable continuous improvement.
Shared hard rules enforced across all squad agents Every squad agent must follow these two hard rules.
Guide users through creating Agent Skills for Claude Code.
> This skill scaffolds new content for the microsoft/agent-academy repository at https://github.com/microsoft/agent-academy.
> This skill fetches the list of users who have starred the microsoft/agent-academy repository on GitHub.
Mass spectrometry analysis.
万悟平台 SSE 子会话递归嵌套与三明治序列渲染架构指南。
处理 BK-CI Agent 构建机侧能力时使用,例如守护进程、心跳、Ask 轮询、任务拉起、升级更新和与 Dispatch/Worker 的协作。
Terminal session manager for AI coding agents.
为剧本场景生成视频片段。
Best practices for Django web development including models, views, templates, and testing.
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
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.
'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.
Authors and structures professional-grade agent skills following the agentskills.io spec.
Create a new Harbor task for evaluating agents.
| Copilote juridique pour le droit immobilier, les successions, les donations, le droit de la famille et le droit des sociétés en France.
Meta-skill for creating new Claude Code skills with configurable execution modes.
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.
| 分析叙事写进 拆文报告.md,结构计数写进 meta.json,下一篇短篇直接读这些写。
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.
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。
Use when analyzing data files or transforming datasets.
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.
Emulated Slack API for local development and testing.
AI 视频生成全流程:通过 6 个阶段(剧本→角色/场景设计→分镜→参考图→视频生成→后期剪辑)将用户想法转化为完整视频。
SkillsBench contribution workflow.
Author or update onscreen agent skills under ext/skills Use this skill when creating or updating skills for the onscreen chat agent.
Find a public Agent Skill on GitHub, install it, and load it.
Present time-aware itineraries with clear actions and citations
Keep activity suggestions safe and respect local conditions
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
Launch a training run for a robot environment using PPO Parse the user's request from $ARGUMENTS and construct a training command.
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling - Brought to you by microsoft/hve-core Generates, updates, and manages PowerPoint slide decks using python-pptx with YAML-driven content and styling definitions.
Analyze, reorganize, and catalog all installed skills.
运行提交前检查:代码格式化验证、静态检查和单元测试。
Design, improve, and evaluate reusable agent skills with high-quality SKILL.md files, precise trigger descriptions, progressive disclosure, and testable behavior.
> Review a Java OpenInference instrumentation package against the project's established patterns and conventions.
Use when building or maintaining a personal LLM-powered knowledge base.
Create a new Stencila workspace skill.
Critically review a workspace skill and suggest improvements.
Browse, install, update, and manage skill packages from the registry.
Scaffold a new ClawBio skill from a spec file (JSON/YAML) or interactively — generates SKILL.md, Python skeleton, tests, and updates catalog…
Refine draft skills into strict, reusable SKILL.md documents with stable triggers, preconditions, and failure branches.
cp -r knowledge/skills/.template knowledge/skills/your-skill-id vim knowledge/skills/your-skill-id/SKILL.md bash scripts/validate-skill.sh y…
Discover, search, and install shared skills from the Skill Hub 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.
Scan agent skills for security issues.
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.
花叔的「md/html/docx 多向流水线」skill,四个能力 + 两种模式:(1) 用Microsoft markitdown把任意文件(PDF/DOCX/PPTX/XLSX/HTML/图片/音频/YouTube/EPub/ZIP)转成干净的md;
> Automated pipeline: session analysis -> duplicate check -> skill creation.
Create, repair, maintain, and consolidate skills.
Universal consolidation & audit skill for Claude Code skills.
Meta-skill for generating new skills with proper format and structure.
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.
Search skills.sh registry from CLI.
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Work on a Technical Project Plan.
LocalMiniDrama 本地短剧助手 — 通过自然语言控制短剧项目全流程:创建剧本、生成角色/场景/道具、生成分镜、批量出图、出视频、合成完整剧集、支持小说导入和工程导入导出 通过自然语言控制 LocalMiniDrama 后端,完成从零到短剧成片的全流程 AI 生成。
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。
Automatic solved-to-skill compiler — detects novel task completions and autonomously drafts new SKILL.md files.
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
Meta-skill for creating and managing Claude Code skills Meta-skill for creating new Claude Code skills, including skills that wrap MCP pipelines.
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.
Meta-skill for evolving other skills.
Create Facebook and Meta ad campaigns, write ad copy, define audiences, and plan budgets.
Create a reusable SkillPack from a successful completed task.
Create and manage Claude Code skills following Anthropic best practices.
Grant budget spreadsheet generation with forcing questions.
> Capture lessons from a session into the skill that drove it.
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.
Research skill for epidemiology study design and analysis planning.
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.
Financial analysis with forcing questions and spreadsheet generation Thin wrapper that routes financial analysis research requests to the financial-analysis-agent.
Coordinate formal reasoning research across logic, math, and physics domains.
Funding landscape analysis with funder portfolio mapping.
Grant proposal research and drafting with funder analysis.
Execute general implementation tasks following a plan.
Implement LaTeX documents.
Research LaTeX documentation tasks.
Research mathematical logic tasks using domain context and codebase exploration.
Research mathematical tasks using domain context and codebase exploration.
Interactive system builder.
Conduct Nix/NixOS/Home Manager research using MCP-NixOS, web docs, and codebase exploration.
Research physics formalization tasks using domain context and codebase exploration.
Create phased implementation plans from research findings.
Implement Python code.
Research Python development tasks.
Conduct general research using web search, documentation, and codebase exploration.
Thin wrapper that delegates plan revision to reviser-agent subagent.
Interactive critique loop for slide presentations.
Interactive slide planning with narrative arc review and per-slide feedback.
Research blockers and spawn new tasks to overcome them, updating parent task dependencies Thin wrapper that delegates blocker analysis to spawn-agent subagent, then handles all state management in postflight: creates new task entries, establishes parent-child relationships, and updates dependencies.
Orchestrate multi-agent implementation with parallel phase execution.
Orchestrate multi-agent planning with parallel plan generation.
Orchestrate multi-agent research with wave-based parallel execution.
Research timeline planning for medical research projects.
Implement Typst documents.
Research Typst documentation tasks.
Implement Z3 constraints.
Research Z3/SMT tasks.
| Best practices and workflows for biological image analysis tasks including cell segmentation, image restoration, and spatial data processing.
| Tools and workflows for accessing public biological databases, retrieving sequencing data, querying gene/protein information, pulling processed functional / 3D-genome tracks, fetching cancer-cohort data, and downloading large-scale single-cell datasets.
| Best practices and workflows for single-cell and spatial omics analysis.
| Two modes control which files and gates are loaded.
> Create new agent skills that work across Claude Code (CLI/IDE) and IBM Bob.
> Search and discover Affitor skills by task, stage, keyword, or natural language goal.
You are now acquiring the meta-skill of writing skills.
Generate Gradient News & Observer assets (banners, front pages, prompt experiments) by dispatching to the right newspaper script.
中文长篇小说全流程创作技能(v1.0.0)。
Evaluates agent skills against Anthropic's best practices.
Authors and structures professional-grade agent skills following the agentskills.io spec.
Guide for creating effective skills.
Guide for creating effective skills.
Audits skills in this repo for consistency, API drift, and structural gaps.
'Audit an existing SKILL.md against the unified AgentOps template (15 Use when ` markers OR `metadata.
python skills/{skill-name}/scripts/main.py --param value | パラメータ | 必須 | デフォルト | 説明 | |-----------|------|----------|------| | --param1 | はい…
实战 SRC / 众测 / Bug bounty 漏洞挖掘工作流 skill。
Downloads skills from a AgentKit skill space to the local machine.
Registers a local skill to the AgentKit platform by uploading it.
| Đóng vai Skill Architect — phỏng vấn thông minh để trích xuất quy trình từ đầu người dùng, sinh AI Skill hoàn chỉnh, rồi test và cải thiện…
Scan agent skills for security issues before adoption.
Remove temporary artifacts Remove Claude Code artifacts.
Guide for writing and improving Claude Code skills.
Imported skill models from agentskills """Data models for Agent Skills.""" from dataclasses import dataclass, field from typing import Optional class SkillProperties: """Properties parsed from a skill's SKILL.md frontmatter.
Advance to next sprint or create sprint from description Create a new sprint or advance to the next one.
Show sprint progress Show current sprint progress with minimal token usage.
A unified interface for annotating single-cell RNA-seq data using Marker Genes, Deep Learning (CellTypist), or LLMs.
Uses the Vibesafe MCP server to scan, compile, test, save, diff, and report status for Vibesafe units.
Iterative skill tuning via execute-evaluate-improve feedback loop.
Audit AI Agent skills for security vulnerabilities including malicious code, remote execution, credential leaks, and supply chain risks.
Use the skill-hub CLI to search, install, update, and publish agent skills from skill-hub.com.
A meta-skill that silently watches your workflows and automatically generates reusable Hermes skills from them.
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。
EconML (Microsoft) — heterogeneous treatment effect estimation.
Pair Codex with Pluto.jl notebooks using MCP tools.
Use when publishing a SKILL.md-style agent skill across uGig, sh1pt, GitHub/gists, and follow-on skill marketplaces such as ClawHub, Goose, LobeHub, Kilo, Skillstore, FreeMyGent, ClawMart, Manus, VS Code Agent Skills, and Moltbook.
> Run this at the end of any session where you loaded one or more SKILL.md files.
> Use when the primary action is "check these things" not "learn patterns":.
Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep, disable, or archive across Codex and adjacent agent skill directories.
Evaluate Agent Skill design quality against official specifications and best practices.
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.
创建或改写 akashic-bot 技能(SKILL.md)。
OpenClaw Skills 全方位安全审计工具,检测供应链投毒、Prompt注入、恶意代码模式、权限越权和依赖风险 基于《OpenClaw 极简安全实践指南》和《安全验证与攻防演练手册》的 Skill 安全审计工具。
| 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 register new OpenCode skills in this repo name: git-release description: Create consistent releases and changelogs compatibility: opencode
Always and Automatically improve skills after each use by capturing learnings and anti-patterns After ANY skill is used, this meta-skill triggers to: After using a skill, note: Ask these questions: | Category | Where to Add | Example | | ----------------- | -------------------------- | ---------------------------- | makes outbound network calls.
Search IEEE's 6M+ engineering and CS publications via the Xplore API IEEE Xplore provides access to over 6 million technical documents — jou…
Create and manage Claude Code skills following Anthropic best practices.
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
Guide users through creating Agent Skills for Claude Code.
Interview-driven automation design tool.
Product research for dropshipping businesses.
| 새 스킬 작성 시 아래 구조를 따릅니다.
Convert skills in non-standard formats to the standard Agent Skills `SKILL.md` format.
Guidelines for writing Agent Skills that comply with the agentskills.io specification.
Review skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, required sections, and repo conventions.
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
Skill 安全状态查看、快速扫描认证与可选深度扫描。
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
A meta-skill that silently watches your workflows and automatically generates reusable Hermes skills from them.
Meta skill for Skilless toolkit — manage, diagnose, and update the skilless CLI tools and AI skills.
Fetch internet content or conduct deep multi-source research.
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
> 为用户提供的研究选题撰写符合顶级期刊标准的文献综述(Literature Review)部分。
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
Validates all CI skills in this repo.
Use when the user wants to validate, lint, or audit agent skill files (SKILL.md).
>- OpenAgentd discovers skills from five roots, in this order.
> Scan and audit AI agent skills for security risks before installation.
> !cat .ai_state/project.json 2>/dev/null | head -5 !head -5 .ai_state/design.md 2>/dev/null 如果需求清晰 (如 "给 API 加 rate limiting") → 跳到技术调研。
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。
Takes the active conversation as reference to understand how a skill can be created, with all the lessons learned from the users need in the conversation.
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.
You are a senior mechanical engineer with 10+ years of SolidWorks experience in product design, tooling, and manufacturing.
Use this skill whenever the user wants to create a tailored resume for a specific job posting.
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.
Query the Dimensions Analytics API using the dimcli CLI tool.
IT Manager Pro (Elite Leadership Advisor) workflow skill.
PostgreSQL Table Design workflow skill.
\u5eb7\u590d\u8bad\u7ec3\u5206\u6790\u6280\u80fd workflow skill.
OCR, classify, and organize scanned PDFs into category subfolders using AI vision and language models.
Autonomous single-shot plan execution.
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.
小说全流程调研工具(言情/古代/悬疑/科幻等类型皆可)。
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.
Path-conditional verification checklist (basic/standard/strict) with retry loop | 工具 | 类型 | 用法 | 调用方式 | |:---|:---|:---|:---| | Superpowers…
Lightweight voice MCP server with local Moonshine STT + Kokoro TTS Vox is a lightweight voice MCP server (~1,500 lines of Rust) providing local text-to-speech (Kokoro) and speech-to-text (Moonshine Base) via the MCP protocol.
Query Pittsburgh's Western PA Regional Data Center (WPRDC) — 363+ datasets covering property assessments, air quality, 311 requests, jail ce…
Fast, semantic, and hybrid code search tool.
One-page business model framework for rapid validation and strategic clarity.
Chat with web AI agents (ChatGPT, Gemini, Claude, Grok, Perplexity, NotebookLM) via browser automation.
Initialize ERNE — the AI agent harness for React Native & Expo projects.
ERNE — Performance profiling and optimization using the performance-profiler agent You are executing the /erne-perf command.
Configure Claude Code agent teams (TeamCreate, SendMessage, TaskUpdate).
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.
Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, L…
Real estate agent daily workflow automation You are a professional real estate agent's AI phone assistant.
基于 1997.pro 全站 42 篇文章提炼的 Web/JS 逆向案例知识库。
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
Implements JWT SSO authentication for Metabase embedding in a project.
Migrates a project from Metabase Full App / Interactive (iframe-based) embedding to Modular (web-component-based) embedding.
Upgrades a project's Metabase Modular embedding SDK (@metabase/embedding-sdk-react) or Modular embedding (embed.js) version.
Comprehensive word document processing with full format support.
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
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.
Automated test execution and analysis agent You are a test runner agent.
Build type-safe applications with advanced TypeScript features, generics, and strict type checking.
Package text and images into valid ePub 3 e-books — chapters, TOC, cover images, and metadata for Kindle and Apple Books.
Generate a Camunda 8 agentic process with AI Agent connector and ad-hoc sub-process.
React fullstack framework with type-safe routing, data fetching, and server functions.
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.
19 verified Photoshop text effect recipes with exact parameters: liquid drip/melting, chrome/metallic, neon glow, glass/frosted, fire/flame, ice/frozen, gold/luxury, holographic/iridescent, glitch, emboss/letterpress, outline/stroke, 3D extrude, watercolor, smoke, retro/vintage, gradient fill, lava/molten, liquid gaussian+wave+liquify, liquid bevel+emboss stacking.
| 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.
Create or update project documentation in the local style.
Keeps Which Key Lazy documentation in sync with code changes.
> 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/`…
Use acpx as a headless ACP CLI for agent-to-agent communication, including prompt/exec/sessions workflows, session scoping, queueing, permissions, and output formats.
Создание, улучшение и аудит скиллов и агентов OpenClaw.
Draft app titles, descriptions, changelogs, and keyword sets for app-store releases.
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
> Create and maintain skills that fit Solar architecture without depending on external skill folders.
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。
Expert guidance for creating effective Claude Code agents (subagents).
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.
Principal AI Architect.
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
Specialist skill for AI agent engineering in the IdeaFlow codebase.
Implement agentic behaviors safely with clear tool boundaries, deterministic contracts, and incremental verification across prompts, tools, and orchestration code.
>- Use when this capability is needed.
Generate or refresh CLAUDE.md, AGENTS.md, Cursor rules, and llms.txt for a repository using source evidence and scoped rules.
Review Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
> Use when this capability is needed.
Aider is an open-source AI pair programming tool that runs in your terminal, letting you collaborate with LLMs to edit code across your entire codebase.
Agentic LLDB fuzzer and crash-triage toolkit for Apple Mach-O on arm64(e).
Full-spectrum marketing and SEO skill library with 160+ specialist skills.
Apideck Unified REST API reference for any language.
MCP server exposing Arc's task queue, skills, and memory to external Claude instances Use when this capability is needed.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph).
> Projects findings from external tools (SARIF) and human auditors (weAudit) onto Trailmark code graphs as annotations and subgraphs.
Use when adding authentication to Expo (React Native) mobile apps — login, logout, user sessions, protected routes, biometrics, or token man…
Creates, updates, improves, and audits Agent Skills.
The 'Awwwards Singularity' - Transforms websites into breathtaking digital experiences through cinematic motion, 3D graphics, and avant-garde typography.
The 'Awwwards Singularity' - Transforms websites into breathtaking Use when the user request matches this skill's domain and capabilities.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature.
Use when the user mentions flaky tests, tests that pass locally but fail in CI, race conditions in tests, or needs to diagnose WHY a specific test fails.
Use when the user mentions 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 the user wants a comprehensive project-wide audit, full health check, or scan across all domains.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when preparing ANY app for submission, handling App Store rejections, writing appeals, or managing App Store Connect.
Use when 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).
Generates images and text via reverse-engineered Gemini Web API.
Downloads transcripts (subtitles/captions) from YouTube videos.
Fetch real, verifiable data for a Bilibili video so you can cite it instead of guessing.
Refresh bQuery AI guidance and release metadata.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities.
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay.
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.
Diagnose and resolve Claude Code plugin and skill issues.
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.
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.
Scaffold a new Trinity-compatible Claude Code agent from scratch on any topic.
Create a new domain-specific instruction file when current coverage gaps require file-scoped guidance Use when this capability is needed.
Extracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) models and generates Mermaid sequenceDiagrams with cryptographic annotations.
Generate or review AGENTS.md and `.cursor/rules/*.mdc` for a repository Use when this capability is needed.
Invoke when user asks to do something with Cypilot, or wants to analyze/validate artifacts, or create/generate/implement anything using Cypilot workflows, or plan phased execution.
Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode.
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Node.js.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
> Generates Mermaid diagrams from Trailmark's code graph.
Difftastic is a structural diff tool that compares files based on their syntax rather than line-by-line text.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Dioxus is a fullstack app framework for Rust that enables building cross-platform applications for web, desktop, and mobile from a single codebase.
Directus turns a SQL database into a headless CMS, admin app, and instant API layer without forcing a proprietary data model.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies You delegate tasks to specialized agents with isolated context.
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Use the upstream install or setup path that matches your environment: Use when this capability is needed.
Use Slopwatch to detect LLM reward hacking in .NET code changes.
Download, export, save, or package images from a Google Gemini conversation/chat/app page, especially uploaded images or generated image previews visible in a Gemini thread.
Drizzle ORM is a lightweight TypeScript ORM that provides type-safe SQL schema declarations, relational and SQL-like query builders, and automatic migration generation.
> Use when this capability is needed.
> 所有终端交互通过 fastmcp CLI 完成,直接指向 Electerm MCP Server, MCP Server 地址:http://127.0.0.1:30837/mcp 开发板型号 :___(例:STM32F407, ESP32-S3, Raspberry Pi…
Use when you have a written implementation plan to execute in a separate session with review checkpoints Load plan, review critically, execute all tasks, report when complete.
Use when adding Auth0 token validation to Express or Node.js APIs - integrates express-oauth2-jwt-bearer SDK to protect Node.js API endpoints with JWT Bearer authentication, scope-based RBAC, claim validation, and optional DPoP support
> Use 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…
Collect real financial data for any US publicly traded company from free public sources (yfinance).
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities.
Monitors the fleet of concurrent workflows across every registered domain (api/shared/domains.py).
Flutter/Dart coding rules for this project — style, file size, and test coverage.
当用户需要进行 Flutter 移动应用开发时使用。
Use this skill whenever inspecting, interacting with, or live-editing a running Flutter app via the Flutter MCP toolkit server (`mcpServers` key **`flutter-mcp-toolkit`**, or legacy **`flutter-inspector`**).
Run Flutter MCP runtime validation from CLI in two steps (launch app, then run validate-runtime), including toolkit-extension gating, screenshot/layout capture, app error collection, optional reload verification, and retry handling for transient first-connect failures.
Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcp_toolki…
Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes.
Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / deb…
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.
Execute Google Gemini CLI prompts in non-interactive mode and return structured results.
Analyze Google Takeout exports of Gemini conversation history.
Internal guidance for composing Gemini 2.5 Pro/Flash prompts for coding, review, diagnosis, and research tasks inside the Gemini Claude Code plugin Use when this capability is needed.
Lance une review de code par Gemini AI avec auto-correction Use when this capability is needed.
Machine learning toolkit for genomic interval (BED) data; use it when you need to tokenize BED collections and train embeddings for regions/cells/labels, build consensus peak universes, or run similarity search and downstream ML on chromatin accessibility datasets.
Graph-informed mutation testing triage.
Discovers, retrieves, ranks, and summarizes real existing research papers on any topic.
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.
Structures git workflow practices.
抓取指定 GitHub 用户 Stars 下的所有项目,并生成标准化中文 Markdown 报告。
| Use when this capability is needed.
Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex.
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance-minded patterns.
Write Go integration tests with testcontainers-go Use when this capability is needed.
Write idiomatic Go tests.
> Use when this capability is needed.
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
Claude Code agent infrastructure setup — interview-based, domain-preset-driven.
Start and troubleshoot the Hermes Agent Web UI (Vite + React frontend with Python backend) Use when this capability is needed.
Fetch and organize Hugging Face Daily Papers for a specified date.
This skill helps you publish and manage research papers on the Hugging Face Hub, enabling seamless integration with models, datasets, and reproducible research.
This skill enables publishing and managing research papers on the Use when the user request matches this skill's domain and capabilities.
This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or si…
Configure AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring including baseline creation, Use when this capability is needed.
Detect existing AI-context files on the host (CLAUDE.md, AGENTS.md, .cursorrules, .windsurfrules, .continuerules, .aider.conf.yml, instructions.md) at $HOME and the current repo, and propose USER.md preferences plus PROJECT.md content.
Install the aigonskills MCP server into Claude Code or other clients.
Add Opik tracing to an existing codebase.
Jujutsu (jj) is a powerful Git-compatible version control system that reimagines VCS workflows with automatic rebasing, first-class conflict tracking, and operation-log undo.
No source-backed install or usage instructions could be extracted automatically.
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state.
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 editing a non-agentic LCEL pipeline — composing Runnables, retrievers, embeddings, chat models, parsers, or building a RAG chain.
Use when building a custom-graph LangGraph agent — when `create_agent(...)` + middleware isn't enough and you need explicit StateGraph contr…
Use when building or productionising any agent — adding retries, fallbacks, summarization, human-in-the-loop, PII redaction, call limits, or…
Use when debugging an agent's behaviour, reading LangSmith traces, setting up tracing in production (LangSmith + OpenTelemetry), wiring distributed tracing across services, or diagnosing common failure modes.
Use when creating a new LangChain / LangGraph / DeepAgents project from scratch.
Build LangChain chains, agents, and tool integrations with scaffolding, validation, and template generation.
Router for LangChain, LangGraph, and Deep Agents skills.
>- Give this skill an endpoint (base_url + model + an API key in an env var) and it measures whether the endpoint actually works and whether…
Finding and accessing AI/LLM model brand icons from lobe-icons library.
帮用户搭一个金融投研专用 LLM Wiki(Karpathy 模式):纯 markdown 文件 + [[wikilink]] 互联 + LLM 维护,知识随用复利。
Private LLM and vision via LM Studio.
Multi-language code navigation via persistent LSP daemons.
Microsoft 365 Agents SDK for Python.
Test email sending locally using Mailpit with .NET Aspire.
When the user wants to audit, review, or diagnose SEO issues on their site.
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace.
Use when starting a new project or initializing Matilha in an existing one — scaffolds project-status.md, AGENTS.md, CLAUDE.md/GEMINI.md, an…
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
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.
> Transform raw meeting transcripts into comprehensive, evidence-based meeting minutes through iterative review.
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.
>- Use when this capability is needed.
Build responsive email templates using MJML markup language.
Use when Codex users or Codex agents need to install, configure, validate, troubleshoot, or operate Mnemos through MCP, or when they mention Codex memory, AGENTS.md memory policy, Codex Automations, or Mnemos in Codex.
React Native mobile app development patterns with Expo 54, Tamagui, and expo-router.
Modern Python toolchain substrate.
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences…
> Use when this capability is needed.
Convert an MCP server or Claude Code skill into an n8n workflow.
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…
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling Use when this capability is needed.
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.
onefetch is a Rust CLI tool that displays project information and code statistics for Git repositories directly in the terminal.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who wrote it, author account age/activity, comments, labels, close, land, or maintainer evidence checks.
| Use when this capability is needed.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Pair a remote AI agent with your browser.
> 从新浪财经免费公开接口抓取 A 股医药板块实时行情,分析后通过飞书发送日报。
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational).
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Python >=3.10.
Lightweight research playbook optimized for the FF-Terminal agent.
Lightweight research playbook optimized for the FF-Terminal agent.
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation.
| Use when this capability is needed.
> Use when this capability is needed.
Enterprise-grade autonomous research paper generation skill for AI coding agents — full papers, literature reviews, theses, whitepapers, sur…
**面向非开发人员的结构化研究摘要工具** Use when this capability is needed.
Use when a pull request has received code review comments from gemini-code-assist and you need to read the feedback, fix or decline each item, reply in comment threads, and post a summary Read code review feedback on a pull request, resolve each item, reply in comment threads, and post a summary comment.
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.
为不同 IDE 工具创建有效的 AI 代理规则。
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
>- Use when this capability is needed.
Run a full SEO, AEO, and LLM discoverability audit on cc4.marketing Use when this capability is needed.
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.
This skill provides comprehensive Shopify store management capabilities through the Shopify Admin GraphQL API.
Package for distribution and inject context into CLAUDE.md/AGENTS.md/.cursorrules.
Audits a Claude Code / Agent SDK skill (or folder of skills) against 10 QA Use when this capability is needed.
把一套反复使用的 Agent 工作流打磨成可复用的 SKILL.md。
>- Use when | Required evidence | Do not add by default |.
Reviews and improves Claude Code skills against official best practices.
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
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 a coding task is vague or under-specified.
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.
| Use when this capability is needed.
Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Basic usage or getting-started notes: Use when this capability is needed.
No source-backed install or usage instructions could be extracted automatically.
Write integration tests using TestContainers for .NET with xUnit.
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 | Required reading |.
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。
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions If you were dispatched as a subagent to execute a specific task, ignore this skill.
Mutation-driven test vector generation.
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.
Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs.
Wiki.js is a powerful open-source wiki app built on Node.js with support for Markdown, visual editing, Git-backed storage, and a GraphQL API.
Archive WPS/KDocs public documents with source fidelity.
Writing, explore: mine raw fragments, no structure yet.
Use when you have a spec or requirements for a multi-step task, before touching code Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste.
Use when creating new skills, editing existing skills, or verifying skills work before deployment You write test cases (pressure scenarios with subagents), watch them fail (baseline behavior), write the skill (documentation), watch tests pass (agents comply), and refactor (close loopholes).
Download YouTube videos and HLS streams (m3u8) from platforms like Mux, Vimeo, etc.