n8n:design-system
Guidelines on using Design System styles and components.
⌘K Publish Productivity
General productivity · 672 skills
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agent-introspection-debugging
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
agentic-os
Build persistent multi-agent operating systems on Claude Code.
skill-scout
Search existing local, marketplace, GitHub, and web skill sources before creating a new skill.
agent-customization
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
orchestrate
Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows.
karpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes.
agents-sdk
Build AI agents on Cloudflare Workers using the Agents SDK.
frontend-testing
Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities.
Agent Development
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use des…
Skill Development
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description"…
meeting-notes
| You are an expert at creating clear, actionable meeting summaries and notes.
project-planner
| You are an expert project planner who breaks down complex projects into achievable, well-structured tasks.
ux-designer
| You are a senior UX Designer with deep expertise in user-centered design, research methodologies, information architecture, and interactio…
awesome-mac-maintainer
Maintain the Awesome Mac repository when adding, updating, or relocating app entries across README.md, README-zh.md, README-ja.md, and READM…
humanizer
Remove signs of AI-generated writing from text.
agent-tracing
Agent tracing CLI for inspecting agent execution snapshots.
bug-fix
Reproduce a GitHub issue with a failing test, implement the minimal fix, verify tests pass, and open a pull request.
agent-browser
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms…
caveman-compress
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
concept-workflow
End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review Use this…
docling-document-intelligence
> Use this skill to parse, convert, chunk, and analyze documents with Docling.
frontend-ui-ux
Designer-turned-developer who crafts stunning UI/UX even without design mockups You are a designer who learned to code.
git-master
MUST USE for ANY git operations.
astro-developer
Comprehensive guide for developing in the Astro monorepo.
agent-adaptive-coordinator
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator name: adaptive-coordinator type: coordinator color: "#9C27B0"…
agent-analyze-code-quality
Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality name: "code-analyzer" description: "Advanced code quality ana…
agent-arch-system-design
Agent skill for arch-system-design - invoke with $agent-arch-system-design name: "system-architect" description: "Expert agent for system ar…
agent-automation-smart-agent
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent name: smart-agent type: automation description: Intellige…
agent-byzantine-coordinator
Agent skill for byzantine-coordinator - invoke with $agent-byzantine-coordinator name: byzantine-coordinator type: coordinator color: "#9C27…
agent-code-analyzer
Agent skill for code-analyzer - invoke with $agent-code-analyzer description: "Advanced code quality analysis agent for comprehensive code r…
agent-code-goal-planner
Agent skill for code-goal-planner - invoke with $agent-code-goal-planner name: code-goal-planner description: Code-centric Goal-Oriented Act…
agent-code-review-swarm
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
agent-coder
Agent skill for coder - invoke with $agent-coder color: "#FF6B35" description: Implementation specialist for writing clean, efficient code e…
agent-coordination
> Spawn and coordinate agents for complex multi-agent tasks.
agent-crdt-synchronizer
Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer name: crdt-synchronizer type: synchronizer color: "#4CAF50" descrip…
agent-data-ml-model
Agent skill for data-ml-model - invoke with $agent-data-ml-model name: "ml-developer" description: "Specialized agent for machine learning m…
agent-dev-backend-api
Agent skill for dev-backend-api - invoke with $agent-dev-backend-api name: "backend-dev" description: "Specialized agent for backend API dev…
agent-docs-api-openapi
Agent skill for docs-api-openapi - invoke with $agent-docs-api-openapi name: "api-docs" description: "Expert agent for creating and maintain…
agent-github-modes
Agent skill for github-modes - invoke with $agent-github-modes name: github-modes description: Comprehensive GitHub integration modes for wo…
agent-gossip-coordinator
Agent skill for gossip-coordinator - invoke with $agent-gossip-coordinator name: gossip-coordinator type: coordinator color: "#FF9800" descr…
agent-hierarchical-coordinator
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator name: hierarchical-coordinator type: coordinator colo…
agent-issue-tracker
Agent skill for issue-tracker - invoke with $agent-issue-tracker name: issue-tracker description: Intelligent issue management and project c…
agent-load-balancer
Agent skill for load-balancer - invoke with $agent-load-balancer name: Load Balancing Coordinator category: optimization description: Dynami…
agent-mesh-coordinator
Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator name: mesh-coordinator type: coordinator color: "#00BCD4" description…
agent-multi-repo-swarm
Agent skill for multi-repo-swarm - invoke with $agent-multi-repo-swarm name: multi-repo-swarm description: Cross-repository swarm orchestrat…
agent-neural-network
Agent skill for neural-network - invoke with $agent-neural-network name: flow-nexus-neural description: Neural network training and deployme…
agent-ops-cicd-github
Agent skill for ops-cicd-github - invoke with $agent-ops-cicd-github name: "cicd-engineer" description: "Specialized agent for GitHub Action…
agent-orchestrator-task
Agent skill for orchestrator-task - invoke with $agent-orchestrator-task name: task-orchestrator type: orchestration description: Central co…
agent-performance-benchmarker
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker name: performance-benchmarker color: "#607D8B" descript…
agent-planner
Agent skill for planner - invoke with $agent-planner type: coordinator color: "#4ECDC4" description: Strategic planning and task orchestrati…
agent-pr-manager
Agent skill for pr-manager - invoke with $agent-pr-manager name: pr-manager description: Comprehensive pull request management with swarm co…
agent-production-validator
Agent skill for production-validator - invoke with $agent-production-validator name: production-validator color: "#4CAF50" description: Prod…
agent-project-board-sync
Agent skill for project-board-sync - invoke with $agent-project-board-sync name: project-board-sync description: Synchronize AI swarms with…
agent-quorum-manager
Agent skill for quorum-manager - invoke with $agent-quorum-manager name: quorum-manager type: coordinator color: "#673AB7" description: Impl…
agent-raft-manager
Agent skill for raft-manager - invoke with $agent-raft-manager name: raft-manager type: coordinator color: "#2196F3" description: Manages Ra…
agent-release-manager
Agent skill for release-manager - invoke with $agent-release-manager name: release-manager description: Automated release coordination and d…
agent-release-swarm
Agent skill for release-swarm - invoke with $agent-release-swarm name: release-swarm description: Orchestrate complex software releases usin…
agent-repo-architect
Agent skill for repo-architect - invoke with $agent-repo-architect name: repo-architect description: Repository structure optimization and m…
agent-researcher
Agent skill for researcher - invoke with $agent-researcher name: researcher color: "#9B59B6" description: Deep research and information gath…
agent-reviewer
Agent skill for reviewer - invoke with $agent-reviewer color: "#E74C3C" description: Code review and quality assurance specialist priority:…
agent-security-manager
Agent skill for security-manager - invoke with $agent-security-manager name: security-manager color: "#F44336" description: Implements compr…
agent-sona-learning-optimizer
Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer name: sona-learning-optimizer description: SONA-powered…
agent-spec-mobile-react-native
Agent skill for spec-mobile-react-native - invoke with $agent-spec-mobile-react-native name: "mobile-dev" description: "Expert agent for Rea…
agent-specification
Agent skill for specification - invoke with $agent-specification name: specification description: SPARC Specification phase specialist for r…
agent-swarm
Agent skill for swarm - invoke with $agent-swarm name: flow-nexus-swarm description: AI swarm orchestration and management specialist.
agent-swarm-issue
Agent skill for swarm-issue - invoke with $agent-swarm-issue name: swarm-issue description: GitHub issue-based swarm coordination agent that…
agent-swarm-pr
Agent skill for swarm-pr - invoke with $agent-swarm-pr description: Pull request swarm management agent that coordinates multi-agent code re…
agent-sync-coordinator
Agent skill for sync-coordinator - invoke with $agent-sync-coordinator name: sync-coordinator description: Multi-repository synchronization…
agent-tdd-london-swarm
Agent skill for tdd-london-swarm - invoke with $agent-tdd-london-swarm name: tdd-london-swarm color: "#E91E63" description: TDD London Schoo…
agent-test-long-runner
Agent skill for test-long-runner - invoke with $agent-test-long-runner name: test-long-runner description: Test agent that can run for 30+ m…
agent-tester
Agent skill for tester - invoke with $agent-tester color: "#F39C12" description: Comprehensive testing and quality assurance specialist echo…
agent-worker-specialist
Agent skill for worker-specialist - invoke with $agent-worker-specialist name: worker-specialist description: Dedicated task execution speci…
agent-workflow
Agent skill for workflow - invoke with $agent-workflow name: flow-nexus-workflow description: Event-driven workflow automation specialist.
agent-workflow-automation
Agent skill for workflow-automation - invoke with $agent-workflow-automation name: workflow-automation description: GitHub Actions workflow…
agent-browser
| Use agent-browser for local Open Design preview validation: inspect rendered state, click/type when requested, and capture one screenshot…
context-engineering
Optimizes agent context setup.
frontend-ui-engineering
Builds production-quality UIs.
planning-and-task-breakdown
Breaks work into ordered tasks.
spec-driven-development
Creates specs before coding.
chrome-devtools-cli
Use this skill to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via CLI.
python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices.
agent-browser
Browser automation CLI for AI agents.
agent-browser
Browser automation CLI for AI agents.
impeccable
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, e…
impeccable
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, e…
agentic-eval
| Patterns for self-improvement through iterative evaluation and refinement.
ad-creative
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid…
ai-seo
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
content-strategy
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover.
copywriting
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pa…
lead-magnets
When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation.
marketing-ideas
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product.
sales-enablement
When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts.
seo-audit
When the user wants to audit, review, or diagnose SEO issues on their site.
agent-browser
Browse the web for any task — research topics, read articles, interact with web apps, fill forms, take screenshots, extract data, and test w…
vercel-react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering.
agent-management
Create, manage, and orchestrate AI agents using the AI Maestro CLI.
agent-messaging
Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP).
skill-creation-guide
Guide for creating effective skills.
skill-installer
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
persona-team-lead
Lead a team — run standups, coordinate tasks, and communicate.Works with Claude Code, Cursor, Cline and 23 more.
agent-development
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use des…
skill-development
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description"…
agent-carnet
Use this skill when the user asks to save, recall, find, or organize notes.
agent-evaluation-framework
Workflow for evaluating and refining agent debugging capabilities using designated test cases and Swarm principles.
agent-self-improvement
Workflow for agent self-improvement via isolated execution, evaluation, and process refinement.
planning-with-files
Implements Manus-style file-based planning to organize and track progress on complex tasks.
planning-with-files
Implements Manus-style file-based planning to organize and track progress on complex tasks.
planning-with-files-zh
像 Manus 一样工作：用持久化的 Markdown 文件作为你的「磁盘工作记忆」。
humanizer
| You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human.
skill-installer
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
diagram-generation
Generate self-contained HTML architecture diagrams.
egg
本技能帮助根据用户意图和任务类型确定使用哪个专用的 EGG 技能。EGG 文档组织为两个主要领域： 询问：用户是在询问构建块/框架内部 OR 实现特定接口？
pua-trae
Trae-optimized PUA high-agency governance skill for npx skills installs.
generating-drama-recaps
Generates narrated recap videos from short drama clips using AI-powered script generation and voice synthesis.
ansible
Ansible automation expert for playbooks, roles, inventories, and infrastructure management You are a seasoned infrastructure automation engi…
chat_with_agent
当你需要向另一个 agent 询问问题、寻求帮助、请求方案、请求复核、请求决策支持，或者进行任何形式的交流时，使用本 skill。
agent-workflow-designer
Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure han…
agenthub
Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation.
skill-template
Template for creating new Agent Skills for context engineering.
notebooklm
Complete API for Google NotebookLM - full programmatic access including features not in the web UI.
agents
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
ceo-setup
One-time onboarding for the executive/manager commitment workflow — delegation-heavy, meeting prep, decision capture, morning and evening di…
minimax-docx
> Create, edit, and format DOCX documents via CLI tools or direct C# scripts built on OpenXML SDK (.NET).
minimax-pdf
> Three tasks.
minimax-xlsx
Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv).
pptx-generator
Generate, edit, and read PowerPoint presentations.
business-model
Generate a Business Model Canvas with all 9 building blocks.
competitor-analysis
Analyze competitors with strengths, weaknesses, and differentiation opportunities.
swot-analysis
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
skill-installer
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
agent-customization
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
data-analysis
Summarize structured outputs and highlight regressions.
architecture-designer
Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
embedded-systems
Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption.
pandas-pro
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
idapython
IDA Pro Python scripting for reverse engineering.
prompt-master
Generates optimized prompts for AI tools.
book-note-writer
这不是书籍摘要，也不是简单的内容提炼，而是一次思想的重建与对话。
tester
Use when running tests.
web-design-engineer
Build polished visual web artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and…
skill-template-generator
Generate properly-formatted SKILL.md files from extracted architectural patterns.
agent-browser
Browser automation CLI for AI agents.
android-cli
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `androi…
skill-installer
Install Codex skills from curated sources or GitHub paths.
agentic-workflows
Route gh-aw workflow create/debug/upgrade requests to the right prompts.
skill-creator-pro
Create new skills, modify and improve existing skills, and measure skill performance.
agent-identifier
Use when creating or configuring Claude Code agents and their frontmatter.
agent-context-isolation
Agent Context Isolation Prevent agent output from polluting the main context window.
agent-orchestration
Agent Orchestration Rules When the user asks to implement something, use implementation agents to preserve main context.
agentic-workflow
Agentic Workflow Pattern Standard multi-agent pipeline for implementation tasks.
agentica-infrastructure
Reference guide for Agentica multi-agent infrastructure APIs Complete API specification for Agentica multi-agent coordination infrastructure…
agentica-prompts
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity Write prompts that Agentica agents reliably follow.
agentica-spawn
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
docetl
Build and run LLM-powered data processing pipelines with DocETL.
agent-browser
Browser automation CLI for AI agents.
lessons
Record a lesson learned after a user correction, or review existing lessons at session start Manages the self-improvement loop.
skill-writing
Write and improve agent skills (SKILL.md files).
agent-task-handoff
Use this skill when delegating a subtask to a sub-agent, spawning a parallel worker, or handing off work across sessions.
skill-context-detection
Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type This skill provides automatic context detec…
skill-iterative-loop
Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence Systematic iterative execution with clear go…
skill-knowledge-work
Switch to Knowledge Work mode for research and writing — use when task is non-code focused All subsequent workflows will use Knowledge Conte…
skill-parallel-agents
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work DISCOVER DEFINE DEVELOP DELIVER (prob…
skill-task-management
Manage tasks with Claude Code native tools — use to track TODOs, delegate work, and monitor progress Systematic task orchestration for multi…
skill-writing-plans
Create zero-context implementation plans with bite-sized tasks — use for multi-step feature planning Write comprehensive implementation plan…
agent
Core runtime behavior for the atopile sidebar agent: identity, persistence model, execution rules, and tool recipes.
planning
Spec-driven planning for complex design tasks: when to plan, how to write specs as .ato files, and how to verify against requirements.
professor-synapse
Use when user needs expert help, wants to summon a specialist, says "help me with", "I need guidance", or has a task requiring domain expert…
remult
Remult patterns - entities, fields, repo() usage, lifecycle hooks, permissions (allowApi + apiPrefilter), upsert, customFilter, sqlExpressio…
agent-desktop
Use the built-in `Computer` sub-agent with `agent-desktop` for macOS desktop automation.
tradingview-mcp
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs,…
excalidraw-diagram
Create Excalidraw diagrams from text content with multiple output formats.
bpmn
Create business process diagrams using PlantUML syntax with BPMN, EIP, and Lean Mapping stencil icons.
self-improvement
Captures learnings, errors, and corrections to enable continuous improvement.
agent-module-architecture
Works with Claude Code, Cursor, Cline and 23 more.
work-on
Work on an issue or PR - implement changes, add tests, update docs, lint, add bump file, and create a PR You are given an issue or external…
agent-browser
Browser automation CLI for AI agents.
generate-video
MCP 工具在读取剧本后检测顶层结构，自动路由到对应 executor： | 剧本特征 | 路由 | 输出目录 | | generationmode == "referencevideo" 或存在 videounits[] | tasktype="referencevideo"…
bug-bounty
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
skill-evolution
Use before creating, editing, or deciding whether to update any AI coding agent skill in this repository, including corrections to existing…
agent-context-loader
'Execute proactive auto-loading: automatically detects and loads agents.md Automatic discovery and loading of AGENTS.md files across project…
skill-adapter
'Execute analyzes existing plugins to extract their capabilities, then Analyzes existing plugins in the repository to extract their capabili…
document-skills
Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX).
agent-teams
Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming.
wewrite
| 主管道是固定的 8 个 Step（下面逐节展开）： [1/8] 环境 + 配置 [2/8] 选题 [3/8] 框架 + 素材 [4/8] 写作 [5/8] SEO + 验证 [6/8] 视觉 AI [7/8] 排版 + 发布 [8/8] 收尾 PY="{skill_dir}/…
wewrite
| 主管道是固定的 8 个 Step（下面逐节展开）： [1/8] 环境 + 配置 [2/8] 选题 [3/8] 框架 + 素材 [4/8] 写作 [5/8] SEO + 验证 [6/8] 视觉 AI [7/8] 排版 + 发布 [8/8] 收尾 PY="{baseDir}/.v…
create-task
Create a new Harbor task for evaluating agents.
agent-autonomy-kit
Stop waiting for prompts.
agent-comm-hub
让两个或多个独立 AI 智能体之间实现实时双向通信、任务自动调度、记忆共享和策略进化。基于 MCP 协议 + SSE 推送，消息零丢失，延迟 < 50ms。
agent-team-orchestration
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows.
xhs-note-creator
根据用户提供的资料或需求，创作小红书笔记内容、生成精美图片卡片，并可选择发布到小红书。
wordpress-router
Use when the user asks about WordPress codebases (plugins, themes, block themes, Gutenberg blocks, WP core checkouts) and you need to quickl…
skill-prompt-convert
从用户消息或粘贴/附件中获取待转换内容，判断方向： name: skill-name description: 触发场景与功能描述Works with Claude Code, Cursor, Cline and 23 more.
skill-from-github
Create skills by learning from high-quality GitHub projects When users want to accomplish something, search GitHub for quality projects that…
skillify
| Use when the user wants to cherry-pick a PR to a release branch.
slack
Emulated Slack API for local development and testing.
skillsbench
SkillsBench contribution workflow.
train
Launch a training run for a robot environment using PPO Parse the user's request from $ARGUMENTS and construct a training command.
skill-finder
Helps users discover and install agent skills from the open skills ecosystem (skills.sh).
skills-planner
Plan which skills are needed to fulfill user requirements.
smart-docs
AI-powered comprehensive codebase documentation generator.
skill-authoring
Design, improve, and evaluate reusable agent skills with high-quality SKILL.md files, precise trigger descriptions, progressive disclosure,…
commit
Create git commits with user approval You are tasked with creating git commits for the changes made during this session.
youtube-script-writer
Write a tight, retention-focused YouTube script from a topic, outline, or research brief.
skill-evolution
Track and improve skill effectiveness over time using VOYAGER-style skill library patterns.
superpowers-workflow
Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with verification (prefe…
skill-creator-doctor
Create, repair, maintain, and consolidate skills.
quality-assurance
Comprehensive testing and validation strategies for spec-driven development.
skill-installer
Install VT Code skills into ~/.agents/skills from a curated list or a GitHub repo path.
skill-creator-2
Guide for creating effective skills.
crawl4ai
This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, o…
azure-hpc-cache
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns,…
skill-usage
How to discover, load, and effectively use skills to solve SkillBench tasks.
tpp
Work on a Technical Project Plan.
skills-discovery
Search for and install Agent Skills that give you specialized capabilities.
skill-compiler
Automatic solved-to-skill compiler — detects novel task completions and autonomously drafts new SKILL.md files.
skillgrade-graders
Authors deterministic and LLM rubric graders for skillgrade evaluations.
skillgrade-setup
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
skill-evolution
Self-evolving skill system.
skillpack-creator
Create a reusable SkillPack from a successful completed task.
skill-analyze
Competitive landscape research with positioning maps Thin wrapper that routes competitive analysis research requests to the analyze-agent.
skill-budget
Grant budget spreadsheet generation with forcing questions.
skill-deck
Generate YC-style investor pitch decks in Typst Thin wrapper that routes pitch deck generation requests to the deck-agent.
skill-deck-implement
Route deck implementation to deck-builder-agent for Slidev pitch deck generation Routes deck-specific implementation requests to the deck-bu…
skill-deck-research
Pitch deck content research through material synthesis Thin wrapper that routes pitch deck research requests to the deck-research-agent.
skill-docx-edit
In-place DOCX editing routing to docx-edit-agent Thin wrapper that routes in-place DOCX editing requests to the docx-edit-agent, which edits…
skill-epi-implement
Implementation skill for R-based epidemiology analysis.
skill-epi-research
Research skill for epidemiology study design and analysis planning.
skill-epidemiology-implementation
Implementation skill for R-based epidemiology analysis Routes epidemiology implementation tasks to epidemiology-implementation-agent.
skill-epidemiology-research
Research skill for epidemiology and study design Routes epidemiology research tasks to epidemiology-research-agent.
skill-filetypes
File format conversion routing with specialized sub-agent dispatch Thin wrapper that routes file format operations to the filetypes-router-a…
skill-filetypes-spreadsheet
Spreadsheet to table conversion routing Thin wrapper that routes spreadsheet-to-table operations to the filetypes-spreadsheet-agent.
skill-finance
Financial analysis and verification for founders Thin wrapper that routes financial analysis requests to the finance-agent.
skill-financial-analysis
Financial analysis with forcing questions and spreadsheet generation Thin wrapper that routes financial analysis research requests to the fi…
skill-fix-it
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
skill-formal-research
Coordinate formal reasoning research across logic, math, and physics domains.
skill-founder-implement
Execute founder plans and generate strategy reports Routes founder-specific implementation requests to the founder-implement-agent, executin…
skill-founder-plan
Create founder analysis plans with interactive forcing questions Routes founder-specific planning requests to the founder-plan-agent, enabli…
skill-founder-spreadsheet
Cost breakdown spreadsheet generation with forcing questions Thin wrapper that routes cost breakdown spreadsheet requests to the founder-spr…
skill-funds
Funding landscape analysis with funder portfolio mapping.
skill-git-workflow
Create scoped git commits for task operations.
skill-grant
Grant proposal research and drafting with funder analysis.
skill-implementer
Execute general implementation tasks following a plan.
skill-latex-implementation
Implement LaTeX documents.
skill-latex-research
Research LaTeX documentation tasks.
skill-lean-implementation
Implement Lean 4 proofs and definitions using lean-lsp tools.
skill-lean-research
Research Lean 4 and Mathlib for theorem proving tasks.
skill-learn
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
skill-legal
Contract review and legal analysis for founders Thin wrapper that routes contract review requests to the legal-council-agent.
skill-logic-research
Research mathematical logic tasks using domain context and codebase exploration.
skill-market
Market sizing research with TAM/SAM/SOM framework Thin wrapper that routes market sizing research requests to the market-agent.
skill-math-research
Research mathematical tasks using domain context and codebase exploration.
skill-meeting
Investor meeting note processing and CSV tracking Thin wrapper that routes investor meeting note processing requests to the meeting-agent.
skill-meta
Interactive system builder.
skill-neovim-implementation
Implement Neovim configuration changes from plans.
skill-neovim-research
Conduct Neovim configuration research using plugin docs and codebase exploration.
skill-nix-implementation
Implement Nix configuration changes from plans.
skill-nix-research
Conduct Nix/NixOS/Home Manager research using MCP-NixOS, web docs, and codebase exploration.
skill-orchestrate
Autonomous state machine that drives a task through its full lifecycle (research -> plan -> implement -> complete) without user confirmation…
skill-orchestrator
Route commands to appropriate workflows based on task type and status.
skill-physics-research
Research physics formalization tasks using domain context and codebase exploration.
skill-planner
Create phased implementation plans from research findings.
skill-presentation
Presentation extraction and slide generation routing Thin wrapper that routes presentation operations to the presentation-agent.
skill-project
Project research with scope analysis and timeline estimation Thin wrapper that routes project research requests to the project-agent.
skill-project-overview
Interactive repository analysis and project-overview.md generation via task creation.
skill-python-implementation
Implement Python code.
skill-python-research
Research Python development tasks.
skill-researcher
Conduct general research using web search, documentation, and codebase exploration.
skill-scrape
PDF annotation extraction routing to scrape-agent Thin wrapper that routes PDF annotation extraction to the scrape-agent, which extracts hig…
skill-sheet
XLSX creation, editing, and analysis routing to sheet-agent Thin wrapper that routes XLSX creation, editing, and analysis requests to the sh…
skill-slide-planning
Interactive slide planning with narrative arc review and per-slide feedback.
skill-slides
Research talk material synthesis, design-aware planning, and presentation assembly.
skill-spawn
Research blockers and spawn new tasks to overcome them, updating parent task dependencies Thin wrapper that delegates blocker analysis to sp…
skill-spreadsheet
Spreadsheet to table conversion routing Thin wrapper that routes spreadsheet-to-table operations to the spreadsheet-agent.
skill-status-sync
Atomically update task status across TODO.md and state.json.
skill-strategy
Go-to-market strategy research with positioning and channels Thin wrapper that routes GTM strategy research requests to the strategy-agent.
skill-team-research
Orchestrate multi-agent research with wave-based parallel execution.
skill-timeline
Research timeline planning for medical research projects.
skill-todo
Archive completed and abandoned tasks with CHANGE_LOG.md updates and memory harvest suggestions Direct execution skill for archiving tasks,…
skill-typst-implementation
Implement Typst documents.
skill-typst-research
Research Typst documentation tasks.
skill-web-implementation
Implement web (Astro/Tailwind/TypeScript) changes following a plan.
skill-web-research
Conduct web development research using framework docs and codebase exploration.
skill-z3-implementation
Implement Z3 constraints.
skill-z3-research
Research Z3/SMT tasks.
Skill Repair
Diagnose and fix failing or degraded skills automatically — systemic-first triage, per-category playbooks, verification plan <!-- autoresear…
Bio Image Processing Skills Index
| Best practices and workflows for biological image analysis tasks including cell segmentation, image restoration, and spatial data processi…
Omics Analysis Skills Index
| Best practices and workflows for single-cell and spatial omics analysis.
SC Best Practices Skills Index
| Best practices and workflows for single-cell and spatial omics data analysis, based on the Single-cell Best Practices book.
blazor
Build and review Blazor applications across server, WebAssembly, web app, and hybrid scenarios with correct component design, state flow, re…
winforms
Build, maintain, or modernize Windows Forms applications with practical guidance on designer-driven UI, event handling, data binding, MVP se…
wpf
Build and modernize WPF applications on .NET with correct XAML, data binding, commands, threading, styling, and Windows desktop migration de…
skill-finder
> Search and discover Affitor skills by task, stage, keyword, or natural language goal.
novel-claude-ai
以下约束无论用户如何要求，均不得绕过： ⛔ 禁止跳过强制章节闭环：每章生成后必须依次执行"更新记忆 → 检查一致性 → 风格校准 → 校稿 → 门禁检查"，五步缺一均视为流程中断。门禁未通过（gate_result.json 中 passed != true）时，严禁进入下一章。
storyboard-manager
Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking.
travel-planner
This skill should be used whenever users need help planning trips, creating travel itineraries, managing travel budgets, or seeking destinat…
skill-manager
| This skill provides guidance for all skill-related operations: creating, installing, modifying, and deleting skills.
skill-composer
DAG-based multi-skill orchestration with dependency resolution.
skill-eval
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
skills-hub
Browse and install community skills from the BioClaw Skills Hub.
drawnote-skill
当用户需要创建可视化笔记或流程图时，此 skill 会自动完成以下流程： 根据提示词模板生成 HTML 文件： 使用 Playwright 将 HTML 文件渲染并截图： node ~/.claude/plugins/.../drawnote-skill/scripts/capt…
fix-something
Fix a random FIXME in the codebase (in the given scope, use "." for the whole codebase) Your task is to make ONE improvement to the codebase…
skill-creator-anthropic
Guide for creating effective skills.
skill-creator-openai
Guide for creating effective skills.
skill-router
Repo-aware recommendation manager for ctx.
skill-builder
Create or improve skill.
ai-comm
Use when collaborating with other AI assistants (Codex, Gemini, Aider, Cursor, OpenCode), delegating tasks, or requesting code review.
gh-auth
Automatically authenticate GitHub CLI using .gh-token.txt when seeing errors about "gh auth login", "GH_TOKEN environment variable", or "not…
gpt
Use GPT-5.2 for long-running coding tasks: large refactors, feature implementation etc.
news
Reports on the newest news on a specific topic.
s
Discover available skills and subagents.
schemas
YAML frontmatter schemas for Claude Code agents and commands.
sprint
Advance to next sprint or create sprint from description Create a new sprint or advance to the next one.
start
Lean session start.
startup
Run full Contextium session startup sequence with all agents Run the full startup agent pipeline to initialize this session.
status
Show sprint progress Show current sprint progress with minimal token usage.
task
Manage Contextium tasks - create, update, complete, and list tasks Manage tasks in .contextium/tasks.json.
skills-audit
Audit AI Agent skills for security vulnerabilities including malicious code, remote execution, credential leaks, and supply chain risks.
skill-a
Use when doing task A.Works with Claude Code, Cursor, Cline and 23 more.
skill-b
Use when doing task B.Works with Claude Code, Cursor, Cline and 23 more.
skill-c
Use when doing task C.Works with Claude Code, Cursor, Cline and 23 more.
pluto-pair
Pair Codex with Pluto.jl notebooks using MCP tools.
wechat-article-writer
使用 WebSearch 工具搜索主题相关资料： 帮我写一篇关于 Claude Code 使用技巧的公众号文章Works with Claude Code, Cursor, Cline and 23 more.
skill-domain-discovery
> You are extracting domain knowledge for a library to produce a structured domain map.
skill-improver
| Turn every hard-earned lesson into a reusable improvement.
skill-based-architecture
> <!-- SELFROUTINGBLOCK_START --> Task routes live in references/self-hosting-routing.yaml.
skills-vote
Find the most relevant external agent skills for the current task, then submit grounded feedback about which skills were actually used and u…
skills-vote-local
Use when retrieving the most relevant skills from a local or private skill library instead of relying on network-based skill discovery.
skill-lint
对指定的 skill 进行格式合规性审查，生成结构化的审计报告。
skillify
You are capturing this session's repeatable process as a reusable skill.
skill-distiller
Converts Opus-quality skills into deterministic Haiku-executable workflows via trace-driven distillation and cross-model validation.
paper-reading
Use when user asks to read, summarize, or analyze a research paper (PDF or text).
Skill Development
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description"…
skill-navigator
The 100th skill!
skills:write
Create or edit skills with proper structure, task tracking, and naming conventions Create new skills or edit existing ones.
skill-master
| Use when the task requires a strict sequence of steps where order matters.
skill-tester
| Design tests, run them, grade results, evaluate description triggering, produce actionable report.
skill-normalizer
Convert skills in non-standard formats to the standard Agent Skills `SKILL.md` format.
skill-model-updater
Updates model references across all skill files when new Claude models are released.
skill-creation-walkthrough
Step-by-step guide for creating your own Claude Skills, from deciding whether a skill is the right tool to writing the SKILL.md file, struct…
skill-installer
Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path.
resource-scout
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
skilless.ai-writing
Help produce written content by researching topics and gathering references.
produce-anime
本技能用于自动化生成完整短剧作品的全套制作文档和脚本。每次运行生成 1部完整作品，包含 25集，每集 30秒，分为 上、下两部分（各15秒）： | 阶段 | 技能 | 产出 | |------|------|------| | 1.
skill-sonar
Lifecycle guard.
skill-pipeline
> The conductor, not a player.
tapd
本 skill 提供与 TAPD 平台交互的 Python 脚本工具，统一通过 tapd.py 调用。
fpga-emulation
> the digital-chip-design-agents:fpga-orchestrator agent and pass the full user request and any available context.
JMeter Load Testing
Load and performance testing skill using Apache JMeter, covering test plans, thread groups, assertions, listeners, timers, and distributed t…
front-end-developer
Senior Front-End Developer expertise in ReactJS, NextJS, JavaScript, TypeScript, HTML, CSS, and modern UI/UX frameworks You are a Senior Fro…
happycapy-skill-creator
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
thoroughness
Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comp…
@skene/database-skills
Backend skills for Supabase — CRM, billing, support, and more Composable backend schemas for Supabase.
session-pack
세션 종료 시 Memory, Handoff를 자동 정리.
context-window-to-skill
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…
powerpoint-slides
| Use when MCP returns no images, or when page-region cropping is needed:.
andrej-karpathy-skills
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK.
cad-skill
Generate interior design planning artifacts, 2D SVG floorplans, BOM outputs, analysis boards, and renovation image sets from structured requ…
proj-analyze-req
Step 0: 初始化任务文档 → Step 1: 需求理解 → Step 2: 规模判断 → Step 3: 需求澄清（与用户交互） → Step 4: 输出需求文档 → Step 5: 用户确认 在用户输入需求后，必须创建全流程任务文档骨架： |------|--------…
claude-hud
>- Build heads-up display dashboards that monitor AI coding agents in real-time.
openclaw-x402-skill
Discover, browse, filter, and pay for x402-compatible API endpoints and MCP tools from the x402 Bazaar — the autonomous discovery layer for…
execute
Main entry point for hierarchical task execution.
wagmios
Give your OpenClaw agent a homelab.
github-actions-docs
Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, m…
rehabilitation-analyzer-v2
\u5eb7\u590d\u8bad\u7ec3\u5206\u6790\u6280\u80fd workflow skill.
bootstrap-auto
[Implementation] Bootstrap a new project automatically <user-requirements>$ARGUMENTS</user-requirements> Follow strictly these following ste…
browser
Control a Chrome session via Stagehand to browse, act, extract, and screenshot on demand inside the Factory CLI.
codex
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated e…
coding-kotlin
Kotlin: coroutines, data classes, sealed classes, extension functions, Gradle, KMM multiplatform This skill equips the AI to generate, debug…
fullstack-feature
Load PROACTIVELY when task involves building a complete feature across multiple layers.
mess-mcp
MCP server tools for creating and managing MESS physical-world task requests.
nano-pdf
PDF processing: extraction, text mining, form filling, manipulation, OCR integration This skill provides tools for PDF processing, including…
nlss
Workspace-first R statistics suite with subskills and agent-run metaskills (including run-demo for guided onboarding, explain-statistics for…
notmcp
Local tool system for API integrations and automation.
setup-asdlc
Initialize a repository for ASDLC adoption with AGENTS.md and directory structure Enable teams to quickly adopt ASDLC patterns by automating…
erne-code
ERNE — Implement features using the senior-developer agent You are executing the /erne-code command.
agent-teams
Configure Claude Code agent teams (TeamCreate, SendMessage, TaskUpdate).
handoff
Prepare a clean handoff for continuing complex work in a fresh Claude Code session.
handoff
Capture current work context for handoff to another agent/developer.
verekia-architecture
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
memories-sdk
Build against the memories.sh SDK packages in application code.
solana-dev
Unified skill hub for Solana development.
obsidian-cli
Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more.
ralph
Self-referential loop until task completion with architect verification [RALPH + ULTRAWORK - ITERATION {{ITERATION}}/{{MAX}}] Your previous…
ruoyi-framework
<!-- AUTO-GENERATED-RESOURCE-MAP:START --> │ ├── backend-advanced/ │ │ ├── phases/ │ │ │ ├── 01-permission-control.md │ │ │ ├── 03-transacti…
slot-machine
Use when a well-specified task has meaningful design choices and you want to maximize quality by comparing multiple independent attempts.
ttal-comment
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
solidworks-cad
Automate parametric pump impeller design in SolidWorks via API This skill provides guidance for automating parametric pump impeller design a…
eda-sim
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
avalonia
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
word-document-processor
Comprehensive word document processing with full format support.
add-agent-target
Use when adding support for a new AI agent target to agentsmesh.
add-global-mode-target
Use when adding global mode support for one existing agentsmesh target from a target-structure/global-path doc.
am-agent-code-documenter
Create comprehensive technical documentation, API docs, and inline code comments.
tooyoung:frontend-slides
Create beautiful, single-file HTML slide presentations.
worklog
Update worklog files by moving tasks between todo/doing/done states.
vp-task
Manual control over individual tasks Output this banner as the first thing on every invocation — before questions, work, or any other output…
accept-feature
Validate business behavior against BDD examples from the end user's perspective Available knowledge: [[requirements/gherkin#key-takeaways]],…
epub-creator
Package text and images into valid ePub 3 e-books — chapters, TOC, cover images, and metadata for Kindle and Apple Books.
new-agent
Generate a Camunda 8 agentic process with AI Agent connector and ad-hoc sub-process.
post-start-validation
Universal validation and knowledge capture.
codex-deck-flow
Use this skill when the user asks for persistent multi-agent coding workflows with task dependencies, per-task codex sessions, git worktree…
agent-browser
Browser automation CLI for AI agents.
slack-personal
Access a personal Slack workspace via session tokens (no app install required).
agent-browser
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
fft-farm-ops
Operate the farm bridge through ledger reads and IPC action requests, using main-chat-only control flows and safety guardrails.
rapid-research
Lightweight research playbook optimized for the FF-Terminal agent.
autonomous-agent-loop
>- Use when a user asks for an autonomous run, epic execution, goal-until-complete.
expose-service
Expose a workload for access.
planner
Anton planner skill — author, update, and close multi-session initiatives (migrations, rollouts, long-running refactors) in `context/plans/`…
setup-structure-index
This skill should be used when the user asks to "set up structure index", "add codebase structure tracking", "create structure files", "set…
changelog-curator
Organize raw commits, merged changes, and unreleased notes into structured versioned changelog entries.
figma-to-code
Convert Figma designs to pixel-perfect, responsive code.
founder-update-drafter
Draft concise investor, advisor, or team updates from raw notes, metrics, and milestones.
lab-notebook-organizer
Turn raw experiment notes into clean, dated, reproducible lab notebook entries.
log-pattern-triager
Cluster large log sets into likely issue groups, repeated signatures, and probable root-cause buckets.
meeting-notes-to-action-items
Convert raw meeting notes, transcripts, or chat logs into decisions, action items, owners, due dates, risks, and follow-up questions.
neo-market
Interface with the Neo Market Collaboration Infrastructure.
newsletter-assembler
Build a full internal or external newsletter from source notes, launches, events, and updates.
oncall-handoff-summarizer
Turn alert streams, incident notes, and partial diagnostics into a clean on-call handoff.
personal-ops-assistant
Run a lightweight personal operating system by reviewing tasks and notes, clustering priorities, drafting weekly plans, surfacing risks, and…
podcast-show-notes-writer
Convert transcripts into polished show notes, summaries, timestamps, and links.
policy-diff-explainer
Explain what changed between old and new policy documents and why the differences matter.
proposal-response-writer
Draft polished client or stakeholder responses to proposals, questions, or requests using source notes and requirements.
ralph-huge
> A "Ralph loop" occurs when an agent: GATE 1 — EVIDENCE CHECK "Am I claiming I did something?" YES → "Can I point to tool output in THIS tu…
ralph-medium
> | Use ralph-small | Use ralph-medium (this) | Use ralph-huge | |---------------------|----------------------------|-------------------| |…
ralph-router
> I receive a task.
research
Use when a user asks to research something with ResearchBuddy, run web research or deep research, produce a source-backed answer, follow up…
self-improvement
Captures learnings, errors, and corrections to enable continuous improvement.
solar-async-tasks
> Provide a local-first, filesystem task runtime for Solar: Use this skill when the work should not block the current conversation, needs pr…
solar-router
> Single source of truth for all AI execution in Solar: Use this skill as infrastructure for Solar runtimes and controlled diagnostics.
weekly-report
你是一位职场汇报写作专家，深谙中国互联网/科技公司的汇报文化。你帮用户把零散的工作内容提炼成重点突出、成果量化、逻辑清晰的工作汇报，让领导 30 秒内就能看到你的价值。
academy-guide
> When a user asks a question about Claude, a Claude product, or a general "how do I use AI for X" question, check the Academy catalog (see…
adapting-transfer-learning-models
| Use when this capability is needed.
add-gmail
Add Gmail integration to FFT_nano.
agent-conductor
将所有实现工作（文件修改、脚本执行、数据处理等）分配给相应的代理程序。协调会话本身保持简洁：它负责规划、决策和验证；具体执行工作由代理程序完成。
agent-creator
Expert guidance for creating effective Claude Code agents (subagents).
agent-squad
Manage persistent AI coding squads that run in tmux sessions with task queues, progress reports, and automatic health monitoring.
agents-md
Generates and improves AGENTS.md files for software projects.
ai-agent-architect
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
aider-coder
Terminal pair programming with Aider, the AI pair programmer that edits Use when this capability is needed.
akka-hosting-actor-patterns
Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction, akka-…
alf
Agentic LLDB fuzzer and crash-triage toolkit for Apple Mach-O on arm64(e).
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration.
all-marketing
Full-spectrum marketing and SEO skill library with 160+ specialist skills.
applescript-automation
Comprehensive AppleScript expertise for enterprise-grade macOS Use when the user request matches this skill's domain and capabilities.
arc-mcp-server
MCP server exposing Arc's task queue, skills, and memory to external Claude instances Use when this capability is needed.
ask-graphql-mcp
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph).
authoring-skills
Creates, updates, improves, and audits Agent Skills.
auto-repo-setup
>- Make the repository usable without changing the user's normal way of working.
award-winning-designer
The 'Awwwards Singularity' - Transforms websites into breathtaking Use when the user request matches this skill's domain and capabilities.
axiom-accessibility
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
axiom-audit-swiftui-layout
Use when the user mentions SwiftUI layout review, adaptive layout issues, GeometryReader problems, or multi-device layout checking.
axiom-concurrency
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error.
axiom-concurrency
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error.
axiom-data
Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
axiom-design
Use when making design decisions, implementing HIG patterns, Liquid Glass, SF Symbols, typography, or structuring app entry points and authe…
axiom-design
Use when making design decisions, implementing HIG patterns, Liquid Glass, SF Symbols, typography, or structuring app entry points and authe…
axiom-design
Use when making design decisions, implementing HIG patterns, Liquid Glass, SF Symbols, typography, or structuring app entry points and authe…
axiom-games
Use when building ANY 2D or 3D game with SpriteKit, SceneKit, or RealityKit, or adding touch controls or game controller support.
axiom-games
Use when building ANY 2D or 3D game with SpriteKit, SceneKit, or RealityKit, or adding touch controls or game controller support.
axiom-games
Use when building ANY 2D or 3D game with SpriteKit, SceneKit, or RealityKit, or adding touch controls or game controller support.
axiom-health
Use when working with HealthKit, WorkoutKit, health data, workouts, or fitness features on iOS or watchOS.
axiom-health
Use when working with HealthKit, WorkoutKit, health data, workouts, or fitness features on iOS or watchOS.
axiom-health
Use when working with HealthKit, WorkoutKit, health data, workouts, or fitness features on iOS or watchOS.
axiom-integration
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, b…
axiom-integration
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, b…
axiom-integration
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, b…
axiom-location
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
axiom-location
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
axiom-location
Use when implementing location services, maps, geofencing, or debugging location/MapKit issues.
axiom-macos
Use when building ANY macOS app — windows, menus, sandboxing, distribution, AppKit bridging or modernization (control events, state restorat…
axiom-macos
Use when building ANY macOS app — windows, menus, sandboxing, distribution, AppKit bridging or modernization (control events, state restorat…
axiom-macos
Use when building ANY macOS app — windows, menus, sandboxing, distribution, AppKit bridging or modernization (control events, state restorat…
axiom-media
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
axiom-media
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
axiom-media
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
axiom-networking
Use when implementing or debugging ANY network connection, API call, or socket.
axiom-networking
Use when implementing or debugging ANY network connection, API call, or socket.
axiom-networking
Use when implementing or debugging ANY network connection, API call, or socket.
axiom-security
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code s…
axiom-security
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code s…
axiom-security
Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code s…
axiom-swift
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or bui…
axiom-swift
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or bui…
axiom-swift
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or bui…
axiom-testing
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
axiom-testing
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
axiom-testing
Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest.
axiom-uikit
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, Pencil…
axiom-uikit
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, Pencil…
axiom-uikit
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, Pencil…
axiom-using-axiom
Use when starting any iOS/Swift conversation - establishes how to find and use Axiom skills, requiring Skill tool invocation before ANY resp…
axiom-vision
Use when implementing ANY computer vision feature — image analysis, pose detection, person segmentation, subject lifting, text recognition,…
axiom-vision
Use when implementing ANY computer vision feature — image analysis, pose detection, person segmentation, subject lifting, text recognition,…
axiom-vision
Use when implementing ANY computer vision feature — image analysis, pose detection, person segmentation, subject lifting, text recognition,…
axiom-watchos
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
axiom-watchos
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
axiom-watchos
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
azure-database-migration
Expert knowledge for Azure Database Migration service development including troubleshooting, decision making, limits & quotas, security, int…
azure-database-mysql
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design…
azure-database-postgresql
Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & de…
azure-sql-database
Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patter…
azure-sql-managed-instance
Expert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & desig…
azure-sql-virtual-machines
Expert knowledge for SQL Server on Azure Virtual Machines development including troubleshooting, best practices, decision making, architectu…
bitcoin-libraries-ldk
| Use when this capability is needed.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
business-contact-recon
Free OSINT reconnaissance to discover, validate, and build outreach-ready contact lists for businesses by region/industry.
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy.
ceratops-code-consistency-audit
Audit a repository after large refactors, branch merges, or parallel agent threads for contradictions between implementation, docs, configs,…
ci-cd
Set up CI/CD pipelines - use when working on related tasks Use when this capability is needed.
ci-cd-review
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
claude-code-agent
Delegate complex, multi-file coding tasks to an autonomous coding agent that can iterate and self-correct.
claude-code-team
Asynchronous Claude Code Agent Teams with session management and multi-channel notifications (Feishu, Discord, Telegram).
cli-coding-agents
CLI Coding Agents.
Code First Responder
'Guides the agent through a short, repeatable debug loop: capture the Refer to templates/fix_checklist.md and ensure every box is addressed:
code-first-responder
"Guides the agent through a short, repeatable debug loop: capture Use when the user request matches this skill's domain and capabilities.
codex-oss-maintainer-toolkit
Build Codex-native workflows for open-source maintenance.
coding-cli
When the Manager assigns you a task with a "## Coding CLI Mode" section in spec.md, you do not write the code yourself.
coding-cli-management
Execute AI coding CLI tools (Claude Code / Gemini CLI / qodercli) on behalf of Workers.
comment-block
Insert structured START/END code comment blocks around features, sections, logical blocks, TODOs, bugfixes, refactors, or notes.
commit
Automate git commit and push following the project's review workflow.
copilot-instructions
Use quando precisar criar ou atualizar instruções do Copilot CLI — copilot-instructions.md, SKILL.md, .agent.md ou arquivos de instrução por…
create-pr
Use after implementation is complete — stages, commits, pushes, and opens PRs for all affected services.
createcli
| Use when this capability is needed.
data-fair-session
How to use the @data-fair/lib session management system in services that consume sessions (not login/account management).
database-migrations-sql-migrations
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server.
deep-research
| Create high-fidelity research reports with strict format control, evidence mapping, source governance, and multi-pass synthesis.
design
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (5…
design
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (5…
design-style-picker
Batch-generate and compare visual design directions so a user can choose the style they actually want.
developer-hub
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desk…
discord-server
Complete Discord server interaction via Discord bot API for posting messages, uploading/downloading images and files, editing/deleting messa…
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies You delegate tasks to specialized…
django-app
Django web apps - use when working on related tasks Use when this capability is needed.
django-celery
Django + Celery async task patterns — configuration, task design, beat scheduling, retries, canvas workflows, monitoring, and testing.
django-fat-model
Lógica de negócio no model ou em services; views finas Use when this capability is needed.
doc-coauthoring
Guide users through a structured workflow for co-authoring documentation.
docs
Generate professional software documentation with rigorous Use when the user request matches this skill's domain and capabilities.
document-release
Post-ship documentation update.
documentation
</applicability> 文档在docs目录下，根据文档类型进行分类存放，如docs/tasks等。
documentation-standards
>- Use when this capability is needed.
docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files).
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extract…
download-gemini-images
Download, export, save, or package images from a Google Gemini conversation/chat/app page, especially uploaded images or generated image pre…
DreamHost Manager
Complete DreamHost website management via SFTP/SSH for React JS deployments, multi-site routing, file operations, and content management.
dreamhost-manager
"Complete DreamHost website management via SFTP/SSH for React JS Use when the user request matches this skill's domain and capabilities.
engineering-features-for-machine-learning
| Use when this capability is needed.
executing-plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints Load plan, review critically, execu…
fastapi-app
FastAPI web apps - use when working on related tasks Use when this capability is needed.
fastapi-async
FastAPI com endpoints async, Pydantic v2 e dependency injection Use when this capability is needed.
fastmcp
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
fft-coder-ops
Operate FFT_nano coding delegation flows safely using /coder and /coder-plan, preserving main-chat-only policy, request-id tracking, and non…
fft-telegram-ops
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and T…
financial-data-collector
Collect real financial data for any US publicly traded company from free public sources (yfinance).
find-skills
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…
flutter-mcp-toolkit-guide
Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / deb…
follow-workspace-rules
Aligns code with this repository's Cursor rules in `.cursor/rules/` (layered architecture, naming, styling, performance, anti-patterns).
fp-check
Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with docum…
frontend_design
You are an expert frontend/UI/UX designer with deep knowledge of modern design principles, accessibility standards, and responsive design pa…
gemini
Smart Gemini CLI delegation skill.
gemini
Gemini CLI for one-shot Q&A, summaries, and generation.
gemini-cli
Use when the user asks to run Gemini CLI, Google Gemini for code tasks, or references Gemini for analysis, code generation, or automated edi…
gemini-cli-runtime
Internal helper contract for calling the polycli companion runtime for Gemini from Claude Code Use when this capability is needed.
gemini-exec
Execute Google Gemini CLI prompts in non-interactive mode and return structured results.
gemini-prompting
Internal guidance for composing Gemini 2.5 Pro/Flash prompts for coding, review, diagnosis, and research tasks inside the Gemini Claude Code…
gemini-reviewer
Use Google Gemini for parallel code reviews, complex task validation, and second opinions.
gh-cli
Enforces authenticated gh CLI workflows over unauthenticated curl/WebFetch patterns.
git-commit
Write professional git commits using conventional format for clear communication and automated workflows.
git-safe-pr-workflow
>- Use when this capability is needed.
github-ops
Provides comprehensive GitHub operations using gh CLI and GitHub API.
github-workflow
Use when working in a git repository hosted on GitHub and handling branch creation, commits, pushes, pull requests, reviews, or merges with…
goal-prompt
Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex.
golang-echo-zap
Use when adding or configuring github.com/adlandh/echo-zap-middleware/v2 in a Go Echo service.
golang-learning
This skill helps you learn Go (Golang) one topic per day.
golang-pro
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go applicatio…
grill-me
A relentless interview to sharpen a plan or design.
grilling
Grill the user relentlessly about a plan, decision, or idea.
grok
Search the web and X (Twitter) using xAI's Grok API with real-time Use when another skill is a better direct match for the task.
handoff
Compact the current conversation into a handoff document for another agent to pick up.
hf-dataset-creator
Adapted from Hugging Face's dataset creator skill for FF-Terminal, Use when another skill is a better direct match for the task.
hf-evaluation-manager
Adapted from Hugging Face's evaluation manager skill for Use when another skill is a better direct match for the task.
hugging-face-paper-publisher
This skill enables publishing and managing research papers on the Use when the user request matches this skill's domain and capabilities.
implement-spec
Implement a specification in code.
kimi-writing
Kimi-K2.5 Writing Skill.
kubernetes
Kubernetes - use when working on related tasks Use when this capability is needed.
kubernetes-patterns
Pods, deployments, services, ingress, RBAC, autoscaling, and production cluster best practices Use when this capability is needed.
kubernetes-principles
Kubernetes and Helm standards for manifests, charts, values files, RBAC, workloads, networking, policy, validation, or deployment review.
langchain-agents-langchain-code
Use when editing a non-agentic LCEL pipeline — composing Runnables, retrievers, embeddings, chat models, parsers, or building a RAG chain.
langchain-stack
Router for LangChain, LangGraph, and Deep Agents skills.
lightning-ldk
| Use when this capability is needed.
lm-studio-private
Private LLM and vision via LM Studio.
local-codex
Launch and manage OpenAI Codex CLI (local agent) as a non-interactive coding sub-agent.
machine-learning-algorithms
Use when answering CLRS-style machine-learning algorithm questions about k-means clustering, Lloyd's procedure, multiplicative weights, weig…
machine-learning-ops-ml-pipeline
Design and implement a complete ML pipeline for: $ARGUMENTS Use when this capability is needed.
manager-getting-started
Getting started with Manager — the 48-tool multi-AI orchestrator.
marketing-seo-audit
When the user wants to audit, review, or diagnose SEO issues on their site.
marketplace-publishing
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-design…
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-design…
memgentic
>- Use when this capability is needed.
ml-pipeline
Machine learning pipelines - use when working on related tasks Use when this capability is needed.
mnemos-codex
Use when Codex users or Codex agents need to install, configure, validate, troubleshoot, or operate Mnemos through MCP, or when they mention…
model-trainer
This skill enables training and fine-tuning of language models Use when the user request matches this skill's domain and capabilities.
modern-cli-tools
Use at session start and before running shell commands involving Python, Node.js, file search, or HTTP requests.
nano-pdf
Edit PDFs with natural-language instructions using the nano-pdf CLI.
nostr-sdks-update
>- Use when this capability is needed.
odoo-backend
Use when working on Odoo 19 server-side code or backend tests: Python models, ORM recordsets, fields/decorators, domains, SQL/cache, `__mani…
open-sourcing
This skill should be used when the user asks to "open source this project", "prepare this repository for public release", "make this repo pu…
panel-review
Reviews a code target by launching a panel of specialist auditor agents and merging their reports.
paper-read
脚本：爬取全量元数据（含摘要） → 输出 JSON（快，无需下载 PDF） 主 Agent（阶段 1）：读全量摘要 → 快速评分初筛 → 选出 Top N 脚本：仅下载 Top N 论文的 PDF 主 Agent：每批并行启动 5 个 Task subagent（agent=5）…
patch
Propose a code patch for a finding.
pptx
Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both.
pptx
Presentation creation, editing, and analysis.
product-analysis
Multi-path parallel product analysis that combines Claude Code agent teams and Codex CLI for cross-model test-time compute scaling.
promote
Runs the full release workflow for the current project.
r3-reactive-extensions
Build reactive/event-driven C# with R3 (Cysharp's modern reimplementation of Reactive Extensions).
ralph-wiggum
Autonomous "night shift" loop agent for research, testing, documentation, and background tasks using sessions_spawn, exec, Git, and message…
Rapid Research Loop
Lightweight research playbook optimized for the FF-Terminal agent.
rapid-research
Lightweight research playbook optimized for the FF-Terminal agent.
react-native-mobile-hardening
React Native mobile testing, performance, and release hardening for this repo.
release-skills
Universal release workflow supporting any project type with multi-language changelog.
requesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements Dispatch a code reviewer subagen…
researchbuddy-tap-maintainer
Use when publishing or updating the ResearchBuddy Homebrew tap.
responsive-web-design
Mobile-first responsive design with modern CSS Grid, Flexbox, and accessibility Use when the user request matches this skill's domain and ca…
rule-quality-evaluator
Evaluate the quality of existing agent instruction rule sets — CLAUDE.md, AGENTS.md, .cursorrules, copilot-instructions.md, or any coding-ag…
run-other-cli-agents
Execute and orchestrate external CLI-based agents to delegate subtasks, obtain specialized outputs, or compose multi-agent workflows.
rust-review
Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-indu…
rust-simplify
One-file-at-a-time Rust quality pass for Citum, using jcodemunch to target the highest-value cleanup.
satellite-osint
Open satellite imagery using deeplinks with coordinates and zoom Use when the user request matches this skill's domain and capabilities.
scaffold-exercises
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting.
secure-workflow-guide
Guides through Trail of Bits' 5-step secure development workflow.
security-best-practices
Perform language and framework specific security best-practice reviews and suggest improvements.
senior-architect
Comprehensive software architecture skill for designing scalable, maintainable systems across web, mobile, and backend stacks (React, Next.j…
services-up
Start Docker Compose services for local development and testing.
skills-index-snippets
Create and maintain AGENTS.md / CLAUDE.md snippet indexes that route tasks to the correct dotnet-skills skills and agents (including compres…
slicing-code-context
Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagen…
smart-pole-instructor
Use when a user provides a vague prompt and needs structured clarification to produce a precise master prompt.
sp-coding-agent
Use when a coding task is vague or under-specified.
status
Project status dashboard — Copilot instructions budget, unfilled placeholders, lessons file size, hooks executability, jq availability, plug…
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session Execute plan by dispatching a fresh implementer subage…
swarm
Multi-agent swarm orchestration through filesystem communication.
swift
Use when the project uses Swift for iOS, macOS, watchOS, tvOS, or visionOS development <!-- tomevault:4.0:skill_md:2026-05-23 -->
teach
Teach the user a new skill or concept, within this workspace.
teams-channel-post-writer
Creates educational Teams channel posts for internal knowledge sharing about Claude Code features, tools, and best practices.
telegram-bot-creator
Complete Telegram bot creation for AI agents and pipelines.
telegram-personal
Access a personal Telegram account's messages and chats via MTProto (Telethon).
template-skill
Replace with description of the skill and when Claude should use it.
terraform
Terraform IaC - use when working on related tasks Use when this capability is needed.
terraform-principles
Terraform and OpenTofu standards for .tf, .tfvars, .tofu, modules, providers, state, plans, policy checks, and IaC review.
tmux
Remote-control tmux sessions for interactive CLIs by sending Use when the user request matches this skill's domain and capabilities.
to-questionnaire
Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
todoist-api
Manage Todoist tasks, projects, sections, labels, and comments via the REST API v2 using curl and jq.
training-machine-learning-models
| Use when this capability is needed.
trello
Manage Trello boards, lists, and cards via the Trello REST API.
ui-ux-pro-max
UI/UX design intelligence for web, mobile, and desktop.
using-git-branchless
Use when working in a git repo that uses git-branchless or stacked-diffs workflow.
using-superpowers
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarif…
video-frames
Extract frames or short clips from videos using ffmpeg.
vscode-copilot-customization
> Use when this capability is needed.
vscode-extension
>- Use when this capability is needed.
wait-what
Stop.
wave-planner-claude
Plan and execute large multi-step, multi-stack changes with contract-first waves, parallel worker ownership, user approval gates, ordered in…
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS,…
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright.
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright.
windsurf
Windsurf editor - use when working on related tasks Use when this capability is needed.
writing-for-agents
Writing documents for agents.
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code Write comprehensive implementation plans assuming the e…
xlsx
Use this skill any time a spreadsheet file is the primary input or output.
zeroize-audit
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-lev…