feature-flags
Use when feature flag tests fail, flags need updating, understanding @gate pragmas, debugging channel-specific test failures, or adding new…
⌘K Publish AI / ML engineer
Prompts, agents, evals · 1499 skills
Filter and sort1499 results
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
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…
receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable -…
requesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements Dispatch a code reviewer subagen…
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session Execute plan by dispatching fresh subagent per task, w…
using-superpowers
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including c…
n8n-cli
Use the n8n CLI to manage workflows, credentials, executions, and more on an n8n instance.
n8n:content-design
> You are a Senior Content Designer specializing in SaaS tools.
n8n:create-issue
Create Linear tickets or GitHub issues following n8n conventions.
n8n:design-system
Guidelines on using Design System styles and components.
agent-architecture-audit
Full-stack diagnostic for agent and LLM applications.
agent-eval
一个轻量级 CLI 工具，用于在可复现的任务上对编码代理进行头对头比较。每个“哪个编码代理最好？”的比较都基于感觉——本工具将其系统化。
agent-introspection-debugging
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
agent-payment-x402
让AI代理能够自主支付并内置消费控制。使用x402 HTTP支付协议和MCP工具，使代理能够为外部服务、API或其他代理支付，无需托管风险。
agent-sort
Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY bu…
skill-comply
通过以下方式测量编码代理是否实际遵循技能、规则或代理定义： uv run python -m scripts.run ~/.claude/rules/common/testing.md uv run python -m scripts.run --dry-run ~/.claud…
agent-customization
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
open-pr
Open a pull request with proper PR template, test coverage, and review workflow.
orchestrate
Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows.
write-frontend-tests
Analyze the current branch diff against dev, plan integration tests for changed frontend pages/components, and write them.
find-release
A skill to find the lowest Dart and Flutter release containing a given commit.
flutter-pr-checks-finder
Find failing checks on a Flutter PR and locate the corresponding LUCI log URLs.
rebuilding-flutter-tool
Rebuilds the Flutter tool and CLI.
karpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes.
agents-sdk
Build AI agents on Cloudflare Workers using the Agents SDK.
agentmail
Give the agent its own dedicated email inbox via AgentMail.
skill-lookup
> search_skills({"query": "code review", "limit": 5, "category": "coding"}) get_skill({"id": "abc123"}) Use these prompts.chat MCP tools: Ca…
claude-api
|- This skill helps you build LLM-powered applications with Claude.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-design…
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance.
xlsx
Use this skill any time a spreadsheet file is the primary input or output.
frontend-code-review
Review frontend code (.tsx, .ts, .js files) for quality, performance, and correctness against Langflow's frontend conventions.
frontend-testing
Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities.
caveman
> Respond terse like smart caveman.
design-an-interface
Generate multiple radically different interface designs for a module using parallel sub-agents.
diagnose
Disciplined diagnosis loop for hard bugs and performance regressions.
edit-article
Edit and improve articles by restructuring sections, improving clarity, and tightening prose.
git-guardrails-claude-code
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.
grill-with-docs
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, A…
improve-codebase-architecture
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/.
obsidian-vault
Search, create, and manage notes in the Obsidian vault with wikilinks and index notes.
prototype
Build a throwaway prototype to flesh out a design before committing to it.
request-refactor-plan
Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue.
scaffold-exercises
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting.
setup-matt-pocock-skills
Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHu…
triage
Triage issues through a state machine driven by triage roles.
ubiquitous-language
Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms.
write-a-skill
Create new agent skills with proper structure, progressive disclosure, and bundled resources.
writing-beats
Shape an article as a journey of beats, choose-your-own-adventure style.
writing-fragments
Grilling session that mines the user for fragments — heterogeneous nuggets of writing (claims, vignettes, sharp sentences, half-thoughts) —…
writing-shape
Take a markdown file of raw material and shape it into an article through a conversational session — drafting candidate openings, growing th…
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"…
academic-researcher
| You are an academic research assistant with expertise across disciplines for literature reviews, paper analysis, and scholarly writing.
content-creator
| You are an expert content creator who produces engaging, audience-focused content for blogs, social media, and marketing.
content-writer
Writes marketing copy for landing pages, emails, and social media posts.
data-analyst
| You are an expert data analyst with expertise in SQL, Python (pandas), and statistical analysis.
debugger
| You are an expert debugger who uses systematic approaches to identify and resolve software issues efficiently.
decision-helper
| You are an expert at facilitating structured decision-making using proven frameworks.
deep-research
| You are an expert researcher who provides thorough, well-cited analysis by synthesizing information from multiple perspectives.
editor
| You are a professional editor who improves clarity, correctness, and impact of written content.
email-drafter
| You are an expert at composing professional, effective business emails.
fact-checker
| You are an expert fact-checker who evaluates claims systematically using evidence-based analysis.
fullstack-developer
| You are an expert full-stack web developer specializing in modern JavaScript/TypeScript stacks with React, Node.js, and databases.
project-planner
| You are an expert project planner who breaks down complex projects into achievable, well-structured tasks.
python-expert
| You are a senior Python developer with 10+ years of experience.
sprint-planner
| You are an expert scrum master who facilitates effective sprint planning for agile teams.
strategy-advisor
| You are a strategic advisor who provides high-level thinking and business decision guidance.
technical-writer
| You are an expert technical writer who creates clear, user-friendly documentation for technical products.
visualization-expert
| You are an expert in data visualization and effective visual communication of data insights.
benchmark-models
Cross-model benchmark for gstack skills.
cso
Chief Security Officer mode.
devex-review
Live developer experience audit.
document-generate
Generate missing documentation from scratch for a feature, module, or entire project.
document-release
Post-ship documentation update.
gstack-openclaw-office-hours
Use when asked to brainstorm, evaluate whether an idea is worth building, run office hours, or think through a new product idea or design di…
ios-design-review
Visual design audit for iOS apps on real hardware.
ios-sync
Regenerate the iOS debug bridge against the latest upstream gstack templates.
pair-agent
Pair a remote AI agent with your browser.
plan-eng-review
Eng manager-mode plan review.
plan-tune
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational).
review
Pre-landing PR review.
setup-gbrain
Set up gbrain for this coding agent: install the CLI, initialize a local PGLite or Supabase brain, register MCP, capture per-remote trust po…
sync-gbrain
Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md.
unfreeze
Clear the freeze boundary set by /freeze, allowing edits to all directories again.
agent-tui
> When using agent-tui in this macOS environment, the default background daemonization process crashes, causing Connection refused (os error…
studio-testing
Testing strategy for Supabase Studio.
angular-developer
Generates Angular code and provides architectural guidance.
skill-writer
Guide users through creating Agent Skills for Claude Code.
fastapi
FastAPI best practices and conventions.
antd-test-review
一、只判断测试用例是否合理，不负责创建或补充测试。
javascriptcore-garbage-collector
JSC GC reference for Bun.
playwright-dev
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.
performance-investigation
Investigate performance regressions and find opportunities for optimization pnpm bench:compare main foo If you pass one branch, bench:compar…
humanizer
Remove signs of AI-generated writing from text.
learn-codebase
Prime a codebase by reading every source file in full.
mem-search
Search claude-mem's persistent cross-session memory database.
agent-runtime-hooks
Agent runtime lifecycle hooks for observing and intercepting agent execution.
agent-signal
Build or extend LobeHub Agent Signal pipelines for background or quiet agent work driven by event sources, semantic signals, and action hand…
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…
paperclip-dev
> This skill covers the day-to-day workflows for developing and operating a local Paperclip instance.
caveman
> Respond terse like smart caveman.
caveman-compress
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
caveman-help
> Display this reference card when invoked.
caveman-review
> Write code review comments terse and actionable.
caveman-stats
> This skill is delivered by hooks/caveman-stats.js (read by hooks/caveman-mode-tracker.js on /caveman-stats).
agent-builder
| Build AI agents for any domain - customer service, research, operations, creative work, or specialized business processes.
skill-share
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
docling-document-intelligence
> Use this skill to parse, convert, chunk, and analyze documents with Docling.
astro-developer
Comprehensive guide for developing in the Astro monorepo.
agent-add-mcp
Use this skill when helping users add MCP servers to their Warp configuration.
memory-triage
> You have persistent long-term memory powered by mem0.
agent-adaptive-coordinator
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator name: adaptive-coordinator type: coordinator color: "#9C27B0"…
agent-agent
Agent skill for agent - invoke with $agent-agent name: sublinear-goal-planner description: "Goal-Oriented Action Planning (GOAP) specialist…
agent-agentic-payments
Agent skill for agentic-payments - invoke with $agent-agentic-payments name: agentic-payments description: Multi-agent payment authorization…
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-app-store
Agent skill for app-store - invoke with $agent-app-store name: flow-nexus-app-store description: Application marketplace and template manage…
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-architecture
Agent skill for architecture - invoke with $agent-architecture name: architecture description: SPARC Architecture phase specialist for syste…
agent-authentication
Agent skill for authentication - invoke with $agent-authentication name: flow-nexus-auth description: Flow Nexus authentication and user man…
agent-automation-smart-agent
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent name: smart-agent type: automation description: Intellige…
agent-base-template-generator
Agent skill for base-template-generator - invoke with $agent-base-template-generator name: base-template-generator description: Use this age…
agent-benchmark-suite
Agent skill for benchmark-suite - invoke with $agent-benchmark-suite name: Benchmark Suite category: optimization description: Comprehensive…
agent-byzantine-coordinator
Agent skill for byzantine-coordinator - invoke with $agent-byzantine-coordinator name: byzantine-coordinator type: coordinator color: "#9C27…
agent-challenges
Agent skill for challenges - invoke with $agent-challenges name: flow-nexus-challenges description: Coding challenges and gamification speci…
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-collective-intelligence-coordinator
Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator name: collective-intelligence-c…
agent-consensus-coordinator
Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator name: consensus-coordinator description: Distributed consen…
agent-coordination
> Spawn and coordinate agents for complex multi-agent tasks.
agent-coordinator-swarm-init
Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init name: swarm-init type: coordination description: Swarm in…
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-github-pr-manager
Agent skill for github-pr-manager - invoke with $agent-github-pr-manager name: pr-manager type: development description: Complete pull reque…
agent-goal-planner
Agent skill for goal-planner - invoke with $agent-goal-planner name: goal-planner description: "Goal-Oriented Action Planning (GOAP) special…
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-implementer-sparc-coder
Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder name: sparc-coder type: development description: Transf…
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-matrix-optimizer
Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer Use when you need to analyze matrix properties, optimize matrix opera…
agent-memory-coordinator
Agent skill for memory-coordinator - invoke with $agent-memory-coordinator name: memory-coordinator type: coordination description: Manage p…
agent-mesh-coordinator
Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator name: mesh-coordinator type: coordinator color: "#00BCD4" description…
agent-migration-plan
Agent skill for migration-plan - invoke with $agent-migration-plan name: migration-planner description: Comprehensive migration plan for con…
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-pagerank-analyzer
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer name: pagerank-analyzer description: Expert agent for graph analysi…
agent-payments
Agent skill for payments - invoke with $agent-payments name: flow-nexus-payments description: Credit management and billing specialist.
agent-performance-analyzer
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer name: perf-analyzer description: Performance bottleneck analy…
agent-performance-benchmarker
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker name: performance-benchmarker color: "#607D8B" descript…
agent-performance-monitor
Agent skill for performance-monitor - invoke with $agent-performance-monitor name: Performance Monitor category: optimization description: R…
agent-performance-optimizer
Agent skill for performance-optimizer - invoke with $agent-performance-optimizer name: performance-optimizer description: System performance…
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-pseudocode
Agent skill for pseudocode - invoke with $agent-pseudocode name: pseudocode description: SPARC Pseudocode phase specialist for algorithm des…
agent-queen-coordinator
Agent skill for queen-coordinator - invoke with $agent-queen-coordinator name: queen-coordinator description: The sovereign orchestrator of…
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-refinement
Agent skill for refinement - invoke with $agent-refinement name: refinement description: SPARC Refinement phase specialist for iterative imp…
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-resource-allocator
Agent skill for resource-allocator - invoke with $agent-resource-allocator name: Resource Allocator category: optimization description: Adap…
agent-reviewer
Agent skill for reviewer - invoke with $agent-reviewer color: "#E74C3C" description: Code review and quality assurance specialist priority:…
agent-safla-neural
Agent skill for safla-neural - invoke with $agent-safla-neural name: safla-neural description: "Self-Aware Feedback Loop Algorithm (SAFLA) n…
agent-sandbox
Agent skill for sandbox - invoke with $agent-sandbox name: flow-nexus-sandbox description: E2B sandbox deployment and management specialist.
agent-scout-explorer
Agent skill for scout-explorer - invoke with $agent-scout-explorer name: scout-explorer description: Information reconnaissance specialist t…
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-sparc-coordinator
Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator name: sparc-coord type: coordination description: SPARC methodology…
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-memory-manager
Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager name: swarm-memory-manager description: Manages distributed m…
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-topology-optimizer
Agent skill for topology-optimizer - invoke with $agent-topology-optimizer name: Topology Optimizer category: optimization description: Dyna…
agent-trading-predictor
Agent skill for trading-predictor - invoke with $agent-trading-predictor name: trading-predictor description: Advanced financial trading age…
agent-user-tools
Agent skill for user-tools - invoke with $agent-user-tools name: flow-nexus-user-tools description: User management and system utilities spe…
agent-v3-integration-architect
Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect name: v3-integration-architect version: "3.0.0-alpha"…
agent-v3-memory-specialist
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist name: v3-memory-specialist version: "3.0.0-alpha" updated: "2…
agent-v3-performance-engineer
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer name: v3-performance-engineer version: "3.0.0-alpha" up…
agent-v3-queen-coordinator
Agent skill for v3-queen-coordinator - invoke with $agent-v3-queen-coordinator name: v3-queen-coordinator version: "3.0.0-alpha" updated: "2…
agent-v3-security-architect
Agent skill for v3-security-architect - invoke with $agent-v3-security-architect name: v3-security-architect version: "3.0.0-alpha" updated:…
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…
AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and dist…
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
AgentDB Memory Patterns
Implement persistent memory patterns for AI agents using AgentDB.
AgentDB Performance Optimization
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
AgentDB Vector Search
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying.
agentdb-query
Query AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/search…
agentic-jujutsu
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Use agentic-juju…
Skill Builder
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization.
agent-browser
| Use agent-browser for local Open Design preview validation: inspect rendered state, click/type when requested, and capture one screenshot…
bmad-agent-analyst
Strategic business analyst and requirements expert.
career-ops
AI job search command center -- evaluate offers, generate CVs, scan portals, track applications Determine the mode from $mode: | Input | Mod…
code-review-and-quality
Conducts multi-axis code review.
code-simplification
Simplifies code for clarity.
context-engineering
Optimizes agent context setup.
idea-refine
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
playwright-mcp-metabase
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*).
typescript-review
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues.
analyzing-financial-statements
This skill calculates key financial ratios and metrics from financial statement data for investment analysis This skill provides comprehensi…
creating-financial-models
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario plann…
frontend-unit-testing
Write comprehensive, behaviour-driven unit tests for Gradio frontend Svelte components using Vitest browser mode, Playwright, and the @self/…
chrome-devtools
Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation.
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.
agent-browser-electron
Use when Codex needs to inspect, debug, or automate an Electron app through `agent-browser` and Chrome DevTools Protocol, especially when th…
resume-builder
Generate professional resumes that conform to the Reactive Resume schema.
presentations
Create, edit, inspect, or convert PowerPoint decks and PPTX slide presentations with practical layout and verification steps.
architecture-patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
competitive-landscape
Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, B…
design-system-patterns
Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns.
dotnet-backend-patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
interaction-design
Design and implement microinteractions, motion design, transitions, and user feedback patterns.
langchain-architecture
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration.
python-design-patterns
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
startup-financial-modeling
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early…
tailwind-design-system
Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns.
visual-design-foundations
Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs.
claude-md
在继续之前，你必须先考虑用户输入（如果不为空）。用户可能会指定： 围绕三个维度组织 CLAUDE.md： 对于较大的项目，建议创建 agent_docs/ 文件夹： |- buildingtheproject.md |- running_tests.md;
claude-md
Create or update CLAUDE.md files following best practices for optimal AI agent onboarding You MUST consider the user input before proceeding…
lesson-quiz
Interactive lesson-level quiz for Claude Code tutorials.
self-assessment
Comprehensive Claude Code self-assessment and learning path advisor.
playwright-test
Write a playwright test, make sure it runs, and is not flaky.
skillify
Turn a repeatable workflow from the current session into a reusable OMC skill draft Use this skill when the current session uncovered a repe…
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…
agent-governance
| Patterns for adding safety, trust, and policy enforcement to AI agent systems.
agent-owasp-compliance
| Evaluate AI agent systems against the OWASP Agentic Security Initiative (ASI) Top 10 — the industry standard for agent security posture.
agent-supply-chain
| Generate and verify integrity manifests for AI agent plugins and tools.
agentic-eval
| Patterns for self-improvement through iterative evaluation and refinement.
ai-seo
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
marketing-psychology
When the user wants to apply psychological principles, mental models, or behavioral science to marketing.
pptx-author
Produce a .pptx file on disk (headless) instead of driving a live PowerPoint document — for managed-agent sessions with no open Office app.
xlsx-author
Produce a .xlsx file on disk (headless) instead of driving a live Excel workbook — for managed-agent sessions with no open Office app.
agent-setup-maintenance
| Use this skill when changing the shared agent setup for the repository.
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.
gpt-researcher
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations.
markitdown
Convert files and office documents to Markdown.
academic-paper
A general-purpose academic paper writing tool — 12-agent pipeline covering all disciplines, with higher education domain as the default refe…
deep-research
Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic.
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-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.
deep-question
Generate quiz questions with answers on any topic.
supermemory
Supermemory is a state-of-the-art memory and context infrastructure for AI agents.
agentic-labeler
>- Labeling rules for the dotnet/maui repository.
token-efficiency
Activate ultra-compressed output mode for maximum token efficiency.
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…
agents-md-sync
Analyze code changes on the current branch and recommend updates to AGENTS.md files that have become stale.
andrej-karpathy-perspective
| 🛑 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」。后续对话绝不重复。
taleb-perspective
| 这不是塔勒布本人。这是基于Incerto五部曲、50+场访谈、Twitter/Medium碎片表达、外部批评分析提炼的思维框架。
humanizer
| You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human.
baoyu-article-illustrator
Analyze articles, identify illustration positions, generate images with Type × Style × Palette consistency.
baoyu-comic
Create original knowledge comics with flexible art style × tone combinations.
baoyu-cover-image
Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 11 color palettes and 7 rendering styles.
baoyu-danger-gemini-web
Generates images and text via reverse-engineered Gemini Web API.
baoyu-danger-x-to-markdown
Converts X (Twitter) tweets and articles to markdown with YAML front matter.
baoyu-electron-extract
Extracts resources and code from an installed Electron app's app.asar.
baoyu-format-markdown
Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks.
baoyu-infographic
Two dimensions: layout (information structure) × style (visual aesthetics).
baoyu-markdown-to-html
Converts Markdown files to beautifully styled HTML with inline CSS, optimized for WeChat Official Account and other platforms.
baoyu-post-to-wechat
When this skill prompts the user, follow this tool-selection rule (priority order): Concrete AskUserQuestion references below are examples —…
baoyu-post-to-x
Posts content and articles to X (Twitter).
baoyu-slide-deck
Generates professional slide deck images from content.
baoyu-translate
>- Three-mode translation skill: quick for direct translation, normal for analysis-informed translation, refined for full publication-qualit…
baoyu-url-to-markdown
Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters).
baoyu-wechat-summary
群聊精华提取专家。把零散的微信群聊记录提炼成结构化、可读性强的简报，并维护跨次运行的群聊历史与群友画像。底层依赖外部 wx-cli 二进制（wx 命令），不打包脚本。
elasticsearch-onboarding
> You are an Elasticsearch solutions architect in Kibana Agent Builder.
agent-browser
Browser automation CLI for AI agents.
daily-dev-ask
Your agent's WebSearch for development.
daily.dev
Overcome LLM knowledge cutoffs with real-time developer content.
agent-reach
> | 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…
skill-test
Validate skill files for structural compliance and behavioral correctness.
diagram-generation
Generate self-contained HTML architecture diagrams.
teach-me
Personalized 1-on-1 AI tutor.
ai-trader
AI-Trader - AI Trading Signal Platform.
polymarket-public-data
Read Polymarket public market metadata and orderbook prices directly from Polymarket APIs without routing traffic through AI-Trader.
comp-analysis
Analyze compensation — benchmarking, band placement, and equity modeling.
interview-prep
Create structured interview plans with competency-based questions and scorecards.
legal-risk-assessment
Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria.
recruiting-pipeline
Track and manage recruiting pipeline stages.
system-design
Design systems, services, and architectures.
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？
skillify
| A feature is "properly skilled" when all 11 checklist items pass.
skillpack-harvest
| This skill is the inverse of gbrain skillpack scaffold.
Explore Codebase
Navigate and understand codebase structure using the knowledge graph Use the code-review-graph MCP tools to explore and understand the codeb…
editing-videos
Performs video editing using the Volcengine cloud editing API with native Track structure.
generating-drama-recaps
Generates narrated recap videos from short drama clips using AI-powered script generation and voice synthesis.
a0-create-agent
Create a new Agent Zero agent profile (subordinate).
data-analyst
Data analysis expert for statistics, visualization, pandas, and exploration You are a data analysis specialist.
interview-prep
Technical interview preparation expert for algorithms, system design, and behavioral questions A seasoned engineering hiring manager and int…
pdf-reader
PDF content extraction and analysis specialist You are a PDF analysis specialist.
project-manager
Project management expert for Agile, estimation, risk management, and stakeholder communication A certified project management professional…
researcher-hand-skill
Expert knowledge for AI deep research — methodology, source evaluation, search optimization, cross-referencing, synthesis, and citation form…
trader-hand-skill
Expert knowledge for autonomous market intelligence and trading — technical analysis, risk management, Alpaca API, financial data sources Fo…
web-search
Web search and research specialist for finding and synthesizing information You are a research specialist.
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。
multi_agent_collaboration
当你需要其他 agent 的专业能力、上下文、workspace 内容或协作支持时，使用本 skill。
agent-native-reviewer
Reviews code to ensure agent-native parity -- any action a user can take, an agent can also take.
9router-web-search
Web search via 9Router /v1/search using Tavily / Exa / Brave / Serper / SearXNG / Google PSE / Linkup / SearchAPI / You.com / Perplexity.
nature-academic-search
>- This skill is split into two layers: Do not try to apply the search logic from memory or from this router.
nature-citation
>- This skill is split into two layers: Do not try to apply the citation logic from memory or from this router.
nature-data
>- This skill is split into two layers: Do not try to apply the data-availability logic from memory or from this router.
nature-figure
>- This skill is split into two layers: Do not try to apply the figure logic from memory or from this router.
nature-paper2ppt
This skill is split into two layers: Do not try to apply the deck-building logic from memory or from this router.
nature-paper2ppt
Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure…
nature-polishing
This skill is split into two layers: Do not try to apply the polishing logic from memory or from this router.
nature-reader
This skill is split into two layers: Do not try to apply the reading logic from memory or from this router.
nature-response
>- This skill is split into two layers: Do not try to apply the response logic from memory or from this router.
nature-writing
This skill is split into two layers: Do not try to apply the drafting logic from memory or from this router.
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-security-auditor
> Scan and audit AI agent skills for security risks before installation.
skill-template
Template for creating new Agent Skills for context engineering.
guizang-ppt-skill
生成一份单文件 HTML的横向翻页 PPT，提供两种可选的视觉基调： <!-- provenance: guizang-ppt-skill | author: 歸藏 | sponsors: 360 Security Lobster Gold Sponsor;
agents
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
implementing-purdue-model-network-segmentation
'Implement network segmentation based on the Purdue Enterprise Reference Classify all network assets and data flows according to the Purdue…
skill-builder
Automatically detect source types and build AI skills using Skill Seekers.
harness-eval
This skill should be used when the user asks to "test the harness", "run integration tests", "validate features with real API", "test with r…
lark-doc
lark-cli docs +fetch --api-version v2 --doc "文档URL或token" lark-cli docs +create --api-version v2 --content '<title>标题</title><p>内容</p>' lark…
lark-workflow-meeting-summary
仅支持 user 身份。执行前确保已授权： lark-cli auth login --domain vc # 基础（查询+纪要） lark-cli auth login --domain vc,drive # 含读取纪要文档正文、生成文档 {时间范围} ─► vc +searc…
grid-image-generator
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。
storyboard-breaker
每个镜头聚焦单一动作，描述要详尽具体。每个镜头时长 10-15 秒。
minimax-pdf
> Three tasks.
minimax-xlsx
Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv).
ppt-orchestra-skill
Plan and orchestrate multi-slide PowerPoint creation from scratch.
vision-analysis
> Analyze images using the MiniMax MiniMaxunderstandimage MCP tool available in the MiniMax Token Plan.
business-model
Generate a Business Model Canvas with all 9 building blocks.
customer-journey-map
Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.
marketing-ideas
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale.
swot-analysis
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations.
novelty-check
Check whether a proposed method/idea has already been done in the literature: $ARGUMENTS Given a method description, systematically verify i…
novelty-check
Verify research idea novelty against recent literature.
patent-novelty-check
Assess patentability of: $ARGUMENTS Adapted from /novelty-check for patent legal standards.
patent-pipeline
Draft a complete patent application based on: $ARGUMENTS This skill orchestrates the full patent drafting lifecycle -- from prior art search…
patent-review
Get a multi-round patent examiner review of the patent application based on: $ARGUMENTS Adapted from /research-review.
agent-deep-links
Build, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools.
agent-browser
Browser automation for testing and verification.
agent-platform-skill-registry
> This skill provides instructions for interacting with the Skill Registry on the Gemini Enterprise Agent Platform.
unity-mcp-orchestrator
Orchestrate Unity Editor via MCP (Model Context Protocol) tools and resources.
agent-customization
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
product-selection
你是一个选品分析专家。根据用户提供的市场信息，输出简短的选品建议。
credit-analysis
当用户提出以下类型问题时，优先调用本 skill： | 类型 | 定义 | 评级对象 | |------|------|----------| | 主体评级（Issuer Rating） | 发行人整体偿债能力 | 企业、政府、金融机构 | | 债项评级（Issue Rating…
doc-reader
Read any common document/data file — PDF, Word (.docx), Excel (.xlsx/.xls), PowerPoint (.pptx), images (OCR), CSV/TSV, plain text, JSON/YAML…
etf-analysis
ETF（交易所交易基金）是被动投资与资产配置的核心工具。本 skill 覆盖 ETF 产品分析、选择方法论、策略应用、中国市场特色以及数据驱动的量化分析方法，为构建基于 ETF 的量化策略与组合提供完整框架。
financial-statement
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。
fund-analysis
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。核心目标：找到"可持续的超额收益来源"而非"过去业绩最好的基金"。
regulatory-knowledge
量化交易必须理解的各市场监管规则。错误的交易规则假设会导致回测失真（如A股回测不考虑涨跌停限制）、实盘违规（如美股PDT限制）或税务损失。
sector-rotation
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。
architecture-designer
Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
pandas-pro
Performs pandas DataFrame operations for data analysis, manipulation, and transformation.
postgres-pro
Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features.
spring-boot-engineer
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data J…
fix-bug
End-to-end bug fix workflow for the Exposed project.
agentcore-investigation
Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, bui…
mvp
Guide building a minimum viable product the minimalist entrepreneur way — manual first, then processized, then productized.
prompt-master
Generates optimized prompts for AI tools.
skill-scanner
Scan agent skills for security issues.
reddit-fetch
Fetch content from Reddit using Gemini CLI or curl JSON API fallback.
finance-weekly-outlook
Generate a source-backed weekly financial trading outlook from daily-finance, finance-core-analysis, and finance-explosive-article outputs p…
agent-session-monitor
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
ppt-maker
从文稿内容生成专业 .pptx 演示文稿。支持： pip install python-pptx pillow 本脚本依赖 python-pptx；建议安装 pillow 以便生成时保持图片比例。若 python-pptx 未安装，脚本会提示安装命令。
xhs-content-ops
用于代替用户在小红书（xhs）平台上完成多步骤组合的运营任务。
tester
Use when running tests.
wechat-article-downloader
Download WeChat official account articles in multiple formats (HTML, PDF, Word, Markdown, TXT, MHTML), including single article download, co…
stop-slop
Remove AI writing patterns from prose.
harness-creator
>- Use when the user wants a shareable assessment:.
yao-agent
Agent management expert.
skill-installer
> Follow the workflow below exactly.
skills-qa
> for evaluating whether the skill fits the user's team and workflow, and whether it duplicates something already installed) This QA check r…
newsblur-cli
Manage your NewsBlur from the terminal.
agent-orchestrator
Open-source, pluggable agentic coding orchestrator.
gpt-image-2
这是一个面向 GPT Image 2 的聚焦型技能，在 3 种运行环境下都能用，但行为差异显著。第一步必须先确定当前运行模式。
web-video-presentation
把一篇文章或口播稿，一步步做成可录屏的"伪装成视频的网页"，可选合成 口播音频。产出物 = Vite + React + TS 项目 + 按章节切分的音频。
agent-device
Interact with iOS simulator or Android emulator/device using snapshot-based coordinates.
gpt-image-2-style-library
Choose GPT-Image2 / gpt-image-2 visual styles and industrial prompt templates from the awesome-gpt-image-2 style library.
inkos
Autonomous novel writing CLI agent with web workbench (InkOS Studio) - use for creative fiction writing, standalone short-fiction packages,…
financial-analysis
Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and invest…
nuxt-ui
Build UIs with @nuxt/ui v4 — 125+ accessible Vue components with Tailwind CSS theming.
release
Bump the Plano version across all required files.
portfolio-distribution
Use this skill for making final portfolio allocation decisions, determining optimal position sizing, and providing actionable trading recomm…
trading-strategy
Use this skill for developing and evaluating trading strategies by synthesizing technical analysis, market sentiment, and risk management pr…
agent-harness
Guide for AI agents running in the isolated agent-harness environment.
agentic-actions-auditor
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex…
algorand-vulnerability-scanner
Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validatio…
atheris
> Atheris is a coverage-guided Python fuzzer built on libFuzzer.
audit-augmentation
> Projects findings from external tools (SARIF) and human auditors (weAudit) onto Trailmark code graphs as annotations and subgraphs.
audit-context-building
Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding.
audit-prep-assistant
Prepares codebases for security review using Trail of Bits' checklist.
cairo-vulnerability-scanner
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address c…
chrome-mcp-troubleshooting
Diagnose and fix Claude in Chrome MCP extension connectivity issues.
code-maturity-assessor
Systematic code maturity assessment using Trail of Bits' 9-category framework.
constant-time-analysis
Detects timing side-channel vulnerabilities in cryptographic code.
constant-time-testing
> Timing attacks exploit variations in execution time to extract secret information from cryptographic implementations.
cosmos-vulnerability-scanner
Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities — chain halts, fund loss, state divergence…
coverage-analysis
> Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing.
crypto-protocol-diagram
Extracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) mode…
debug-buttercup
> All pods run in namespace crs.
designing-workflow-skills
>- Build workflow-based skills that execute reliably by following structural patterns, not prose.
devcontainer-setup
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
diagramming-code
> Generates Mermaid diagrams from Trailmark's code graph.
differential-review
> Security-focused code review for PRs, commits, and diffs.
dimensional-analysis
Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling.
firebase-apk-scanner
Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed clo…
fuzzing-dictionary
> A fuzzing dictionary provides domain-specific tokens to guide the fuzzer toward interesting inputs.
fuzzing-obstacles
> Codebases often contain anti-fuzzing patterns that prevent effective coverage.
genotoxic
Graph-informed mutation testing triage.
graph-evolution
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
guidelines-advisor
Smart contract development advisor based on Trail of Bits' best practices.
let-fate-decide
Draws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated.
libfuzzer
> libFuzzer is an in-process, coverage-guided fuzzer that is part of the LLVM project.
mermaid-to-proverif
Translates Mermaid sequenceDiagrams describing cryptographic protocols into ProVerif formal verification models (.pv files).
ossfuzz
> OSS-Fuzz is an open-source project developed by Google that provides free distributed infrastructure for continuous fuzz testing.
property-based-testing
Provides guidance for property-based testing across multiple languages and smart contracts.
ruzzy
> Ruzzy is a coverage-guided fuzzer for Ruby built on libFuzzer.
second-opinion
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits.
secure-workflow-guide
Guides through Trail of Bits' 5-step secure development workflow.
semgrep-rule-variant-creator
Creates language variants of existing Semgrep rules.
sharp-edges
Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes.
skill-improver
Iteratively reviews and fixes Claude Code skill quality issues until they meet standards.
solana-vulnerability-scanner
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and…
supply-chain-risk-auditor
Identifies dependencies at heightened risk of exploitation or takeover.
token-integration-analyzer
Token integration and implementation analyzer based on Trail of Bits' token integration checklist.
ton-vulnerability-scanner
Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and…
trailmark
Builds and queries multi-language source code graphs for security analysis.
trailmark-structural
Runs full Trailmark structural analysis on Trailmark 0.2.x by building a graph, running `preanalysis()`, and reporting hotspots, taint, blas…
trailmark-summary
Runs a Trailmark summary analysis on a codebase.
vector-forge
Mutation-driven test vector generation.
wycheproof
> Wycheproof is an extensive collection of test vectors designed to verify the correctness of cryptographic implementations and test against…
zeroize-audit
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-lev…
ads-amazon
Amazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl.
ads-google
Google Ads deep analysis covering Search, Performance Max, AI Max, Display, YouTube, and Demand Gen campaigns.
ads-linkedin
LinkedIn Ads deep analysis for B2B advertising.
ads-meta
Meta Ads deep analysis covering Facebook, Instagram, and Threads advertising in the Andromeda + GEM + Lattice era.
ads-photoshoot
Product photography enhancement for ad creatives using banana-claude image generation.
ads-tiktok
TikTok Ads deep analysis covering creative quality, tracking, bidding, campaign structure, and TikTok Shop under the TikTok USDS Joint Ventu…
cad
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
shadcn
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI.
html-ppt
Use when the user asks for any kind of slide-based output or wants to turn.
dbs-agent-migration
| 你是 dontbesilent 的 Agent 工作台迁移工具。你的任务不是直接“帮用户改几个文件”，而是把一个项目从混乱、半迁移、不可维护的状态，整理成一套可长期维护的 Agent 工作台。
agent-device
Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification.
skill-vetter
Security-first skill vetting protocol for AI agents.
chinese-documentation
中文技术文档最常见的问题不是内容不够，而是读起来别扭——中英文挤在一起没有空格、全角半角混用、一股机翻味。本技能提供一套完整的中文技术文档写作规范，让你的文档专业、好读、不出戏。
agent-readiness-audit
> Audit the live site, not the source tree alone.
agent-goal
Write `/goal` prompts for long-running agent work in Codex or Claude Code.
agentic-workflows
Route gh-aw workflow create/debug/upgrade requests to the right prompts.
skill-authoring-workflow
Turn raw PM content into a compliant, publish-ready skill.
skill-creator-pro
Create new skills, modify and improve existing skills, and measure skill performance.
skill-architect
Expert guide for designing and building high-quality skills from scratch through structured conversation.
agent-integration
> Run all three phases of agent integration in a single session.
drawio
Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, cla…
agentic-jujutsu
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination Integrates with…
agentation-watch-mode
Continuous Agentation annotation handling.
wecom-doc
这个 skill 只负责通过 mcporter 调用企业微信文档 MCP，不要直接调用企业微信 Wedoc API。
agents
Build voice AI agents with ElevenLabs.
agent-identifier
Use when creating or configuring Claude Code agents and their frontmatter.
skill-quality-reviewer
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or…
book-to-skill
Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extract…
skill2gene
本 Skill 自身采用 Gene 理念编写——紧凑、控制导向、面向行为而非文档。
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-claude-proxy
Guide for integrating Agentica SDK with Claude Code CLI proxy Use this skill when developing or debugging the Agentica-Claude proxy integrat…
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-sdk
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration Build AI agents in Python using the Agenti…
agentica-server
Agentica server + Claude proxy setup - architecture, startup sequence, debugging Complete reference for running Agentica SDK with a local Cl…
agentica-spawn
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
skill-development
Skill Development Rules When working with files in .claude/skills/: For skills that wrap MCP scripts:
skill-upgrader
Upgrade any skill to v5 Hybrid format using decision theory + modal logic Meta-skill that upgrades any SKILL.md to Decision Theory v5 Hybrid…
docetl
Build and run LLM-powered data processing pipelines with DocETL.
agentation
Add Agentation visual feedback toolbar to a Next.js project Set up the Agentation annotation toolbar in this project.
agent-supply-chain-newsletter
Generate the Agent Supply Chain newsletter by researching team activity on GitHub and Confluence, then creating a Confluence draft and Gmail…
codegraphcontext
>-
skills-manager
Search for and install skills from the skills registry to agent workspaces.
skill-forge
Create high-quality, production-grade skills for Claude Code.
skill-review
Quality review and audit for Claude Code skills.
cover-letter
Describe the role and your background, get a concise, compelling cover letter paragraph.
company-research
| Discover and deeply research companies to sell to.
skill-writing
Write and improve agent skills (SKILL.md files).
skill-audit
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review Comprehensive, methodical auditing t…
skill-code-review
Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis Invokes the code-reviewer persona for t…
skill-content-pipeline
Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages Multi-stage pipeline for deep content an…
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-copilot-provider
GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode GitHub Copilot CLI (GA since Feb 2026) serves as an optio…
skill-cost-projections
Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns Projects remaining workflow cost based on per-pha…
skill-council
Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.
skill-coverage-audit
Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs Trace every codepath in a diff, map ea…
skill-debate
Structured four-way AI debates between Claude, Sonnet, Gemini, and Codex — use for critical decisions 🐙 CLAUDE OCTOPUS ACTIVATED - AI Debat…
skill-debug
Debug issues methodically — use when stuck on errors, test failures, or unexpected behavior NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST…
skill-decision-support
Present options with trade-offs for informed decision-making — use when choosing between approaches Structured approach to presenting option…
skill-deck
Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries Generate professional slide decks…
skill-design-lineage
Persist design documents with branch tracking, revision chains, and cross-session discovery Persist design documents from brainstorming and…
skill-doc-delivery
Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables Convert knowledge work outputs from m…
skill-doc-sync
Post-ship doc sync across project markdown.
skill-doctor
Environment diagnostics — check providers, auth, config, hooks, scheduler, and more Run environment diagnostics across 11 check categories.
skill-extract
Reverse-engineer design systems, tokens, and components from live products or screenshots The extract skill provides comprehensive reverse-e…
skill-factory
Run a full build-and-ship pipeline from a spec — use for hands-off project generation DO NOT call Skill() again.
skill-finish-branch
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done This generated Codex skill preserves an enforced…
skill-intent-contract
Lock in user goals upfront and validate outputs against them — use to prevent scope drift The intent contract creates a persistent record of…
skill-issues
Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage Cross-session issue tracking for persistent…
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-meta-prompt
Craft better prompts using proven optimization techniques — use when your prompt needs refinement Generate well-structured, verifiable promp…
skill-native-escalation-routing
Route ordinary init, review, and security requests to Claude-native capabilities first;
skill-parallel-agents
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work DISCOVER DEFINE DEVELOP DELIVER (prob…
skill-prd
Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product Before writing ANY PRD content, you MUST…
skill-resume
Pick up where you left off from a previous session — use after context resets, compaction, or new conversations Restore context from a previ…
skill-review-response
How to handle code review feedback — verify before implementing, push back when wrong, never agree blindly Code review requires technical ev…
skill-rollback
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert Safely rollback to a previous checkpoint wh…
skill-security-framing
URL validation and content sanitization for untrusted sources — use when handling external input safely This skill defines security patterns…
skill-ship
Package and finalize completed work for delivery — use when a feature is done and ready to ship Finalize and deliver completed work with Mul…
skill-staged-review
Review code in two passes: spec compliance then quality — use for thorough PR or feature reviews This generated Codex skill preserves an enf…
skill-status
Show where you are in the workflow and what to do next — use for progress checks and orientation Display current project status, roadmap pro…
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-tdd
Build features with tests-before-code rigor — use for new features needing test coverage NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST Wri…
skill-thought-partner
Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration Act as a creative thought partner who hel…
skill-verification-gate
Evidence before claims — run verification commands before declaring work complete, fixed, or passing NO COMPLETION CLAIMS WITHOUT FRESH VERI…
skill-verify
Evidence before claims — run verification commands before declaring work complete, fixed, or passing NO COMPLETION CLAIMS WITHOUT FRESH VERI…
skill-visual-feedback
Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs Systematic approach to processing im…
skill-writing-plans
Create zero-context implementation plans with bite-sized tasks — use for multi-step feature planning Write comprehensive implementation plan…
muapi-floor-plan-rendering
Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.
agent
Core runtime behavior for the atopile sidebar agent: identity, persistence model, execution rules, and tool recipes.
dev
LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and d…
sexp
How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing,…
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…
darwin-skill
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。
sn-da-image-caption
Analyze, extract data from, or understand image files (.png, .jpg, .jpeg, .gif, .webp, .bmp).
skill-improver
Trigger: improve skills, audit skills, refactor skills, skill quality.
skill-registry
Trigger: update skills, skill registry, actualizar skills, after skill changes.
research-paper-writing
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presenta…
remult
Remult patterns - entities, fields, repo() usage, lifecycle hooks, permissions (allowApi + apiPrefilter), upsert, customFilter, sqlExpressio…
agent-browser
Use the host-side `agent-browser` CLI for local browser smoke tests, screenshots, snapshots, and simple UI validation against forwarded loca…
agent-desktop
Use the built-in `Computer` sub-agent with `agent-desktop` for macOS desktop automation.
feishu-bitable
|
qiaomu-mondo-poster-design
Generate AI image prompts AND create actual designs in Mondo's distinctive alternative aesthetic - known for limited-edition screen-printed…
tradingview-mcp
AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs,…
l-pr
Create a draft pull request targeting develop.
agent-analytics
Analytics your AI agent can actually use.
skill-share
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
nature-figure
>- This companion skill is adapted from Yuan1z0825/nature-skills/tree/main/nature-figure.
uml
Create UML diagrams using PlantUML syntax.
apm-usage
> APM (Agent Package Manager) is the open-source package manager for AI coding agents.
self-improvement
Captures learnings, errors, and corrections to enable continuous improvement.
agent-conduct
Shared hard rules enforced across all squad agents Every squad agent must follow these two hard rules.
skill-writer
Guide users through creating Agent Skills for Claude Code.
agent-academy-mission-builder
> This skill scaffolds new content for the microsoft/agent-academy repository at https://github.com/microsoft/agent-academy.
agent-academy-stargazers
> This skill fetches the list of users who have starred the microsoft/agent-academy repository on GitHub.
agent-stream-nesting-logic
本指南针对万悟平台中「主消息 -> 子会话 (Skill/Tool/Knowledge) -> 孙级会话」的递归序列化渲染标准，定义了 AI 助手及后续维护者必须遵守的底层逻辑。
agent-module-architecture
修改 Agent 启动、守护和进程管理 处理心跳、Ask 轮询、任务拉起或任务结束流程 修改 Agent 升级、组件升级和构建机环境管理 排查 Agent 与 Dispatch、Worker 的交互问题 只是修改 Worker 内部的任务执行 只是修改插件定义、task.json…
agent-deck
Terminal session manager for AI coding 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"…
click
Best practices for building CLI applications with Click including commands, groups, options, and testing.
django
Best practices for Django web development including models, views, templates, and testing.
numpy
Best practices for numerical computing with NumPy including arrays, broadcasting, and vectorization.
bug-bounty
Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report.
agent-framework-azure-ai-py
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
skill-evolution
Use before creating, editing, or deciding whether to update any AI coding agent skill in this repository, including corrections to existing…
anysearch
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
ctf-ai-ml
Provides AI and machine learning techniques for CTF challenges.
agent-creator
'Create production-grade agent .md files aligned with the Anthropic 2026 Creates spec-compliant agent .md files following the Anthropic 2026…
agent-patterns
'Execute this skill should be used when the user asks about "SPAWN REQUEST Agent Patterns defines the coordination protocol for multi-agent…
markitdown
Convert files and office documents to Markdown.
patent-disclosure-skill
本技能覆盖 专利点挖掘 → 查新与差异化 → 交底书生成 → 自检完善 全流程；分步指令在 prompts/，每步执行前 Read 对应文件，与步骤的对照见「Prompt 文件映射」。
agent-teams
Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming.
literature-review
Use when writing literature review sections - guides searching, organizing, and synthesizing academic sources 本技能指导文献搜索、整理和综述写作。
skill-best-practices
Authors and structures professional-grade agent skills following the agentskills.io spec.
create-task
Create a new Harbor task for evaluating agents.
drawio-skill
Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/D…
nsfc-roadmap
隐藏中间产物位于 output_dir/.nsfc-roadmap/： Nano Banana 模式仅交付： python3 nsfc-roadmap/scripts/generate_roadmap.py \ python3 nsfc-roadmap/scripts/nanob…
skill-iter-tune
Iterative skill tuning via execute-evaluate-improve feedback loop.
Agent Browser
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages…
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-reach
> Upstream tools for 13+ platforms.
agent-team-builder
> Build a custom multi-agent collaboration team on OpenClaw — step by step, with correct architecture, workspace files, routing config, and…
agent-team-orchestration
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows.
skill-install-guardian
Inspect third-party Claude/OpenClaw/Codex/OpenCode skills, plugins, repos, npm packages, pip packages, shell installers, and GitHub Actions…
skill-vetter
Security vetting protocol before installing any AI agent skill.
skill-vetting
Vet ClawHub skills for security and utility before installation.
changes
수동 코드 수정 후 changes.md에 누락된 변경사항 추가 The user has manually modified code and needs changes.md updated.
instagram-skill
> Instagram CLI (instagram-cli) is a terminal client for Instagram.
story-cover
| 你是小说封面设计师。根据书名和题材，调用 GPT-Image-2 一次性生成包含书名和作者名的完整封面。
skillshare-cli-e2e-test
>- Run isolated E2E tests in devcontainer.
skillshare-ui-website-style
>- Enforce the skillshare design system across the two frontends.
seedance
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。
skill-judge
Evaluate Agent Skill design quality against official specifications and best practices.
xiaohongshu-ops
目标：构建可复用的“小红书运营”流程，让任何账号类型都能复用同一套动作框架。
skill-optimizer
Optimizes AI skills for activation, clarity, and cross-model reliability.
skill-evolve
Refine, create, or retire your own skills based on recurring patterns from past sessions You are evolving your own skills.
llm-wiki
| llm-wiki 帮你构建一个持续增长的个人知识库。它不是传统的笔记软件，而是一个让 AI 帮你维护的 wiki 系统： 传统方式（RAG/聊天记录）的问题：每次问问题，AI 都要从头阅读原始文件，没有积累。知识库的价值在于知识被编译一次，然后持续维护，而不是每次重新推导。
skill-developer
Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practic…
skill-writer
Use when analyzing data files or transforming datasets.
skill-designer
Design new Claude skills from structured idea specifications.
skill-idea-miner
Mine Claude Code session logs for skill idea candidates.
skill-test
Testing framework for evaluating Databricks skills.
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
video-analytics
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
SVG Diagram Generation
Generating rich inline SVG diagrams to visually explain systems, processes, architectures, and abstract concepts.
niche-research
> When this skill triggers, go straight to Step 1.
video-claw
video-claw/ ← OpenClaw 调用的 skill 根目录 ├── video-claw/ ← 前后端项目代码 │ ├── backend/ ← FastAPI 后端（端口 8000） │ │ ├── api/ ← API 路由、Schema 和服务 │ │ ├──…
skillsbench
SkillsBench contribution workflow.
Skill Authoring
Author or update onscreen agent skills under ext/skills Use this skill when creating or updating skills for the onscreen chat agent.
skill-find
Find a public Agent Skill on GitHub, install it, and load it.
spring-boot
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
asr-transcribe-to-text
Transcribe audio/video files to text using Qwen3-ASR.
bigdata-skill
>- Get the structured substrate the Bigdata.com MCP server doesn't hand over.
claude-md-progressive-disclosurer
| 这些词触发的本能是「砍行数」。先 reframe，再动手：① 当场声明「行数不是目标，单一信息源 / 认知相关性才是」；② 直接进 Step 2.1 信号分诊，用「这段有没有 canonical source 重复 / 是不是反信号」决定去留，不是用「文件多长」；
claude-usage-analyst
Analyze Claude Code and Claude Desktop Code token usage, cost, quota burn, model mix, cache read/write, and 5-hour block consumption using c…
cloudflare-troubleshooting
Investigate and resolve Cloudflare configuration issues using API-driven evidence gathering.
continue-claude-work
Recover actionable context from local `.claude` session artifacts and continue interrupted work without running `claude --resume`.
doc-to-markdown
Convert documents to high-quality markdown with intelligent multi-tool orchestration and automatic DOCX post-processing.
docs-cleaner
Consolidates redundant documentation while preserving all valuable content.
excel-automation
Create, parse, and control Excel files on macOS.
fact-checker
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation.
feishu-doc-scraper
Extract a Feishu/Lark source into faithful local Markdown.
financial-data-collector
Collect real financial data for any US publicly traded company from free public sources (yfinance).
gangtise-copilot
One-command installer, credential configurator, and diagnostic layer for the full Gangtise (岗底斯投研) OpenAPI skill suite.
i18n-expert
This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or si…
llm-icon-finder
Finding and accessing AI/LLM model brand icons from lobe-icons library.
llm-wiki-setup
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。
macos-cleaner
Analyze and reclaim macOS disk space through intelligent cleanup recommendations.
mermaid-tools
Extracts Mermaid diagrams from markdown files and generates high-quality PNG images using bundled scripts.
ppt-creator
Create professional slide decks from topics or documents.
product-analysis
Multi-path parallel product analysis that combines Claude Code agent teams and Codex CLI for cross-model test-time compute scaling.
prompt-optimizer
Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology.
promptfoo-evaluation
Configures and runs LLM evaluation using Promptfoo framework.
qa-expert
This skill should be used when establishing comprehensive QA testing processes for any software project.
repomix-safe-mixer
Safely package codebases with repomix by automatically detecting and removing hardcoded credentials before packing.
skill-reviewer
Reviews and improves Claude Code skills against official best practices.
skills-search
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
slides-creator
Narrative-first slide deck creation.
statusline-generator
> A single-source-of-truth statusline for Claude Code.
stepfun-asr
Transcribe audio with StepFun's stepaudio-2.5-asr (released 2026-04, verified 2026-04-23).
stepfun-tts
Generate Chinese / Japanese speech with stepaudio-2.5-tts (released 2026-04, verified 2026-04-23).
teams-channel-post-writer
Creates educational Teams channel posts for internal knowledge sharing about Claude Code features, tools, and best practices.
ui-designer
Extract design systems from reference UI images and generate implementation-ready UI design prompts.
video-comparer
This skill should be used when comparing two videos to analyze compression results or quality differences.
youtube-downloader
Download YouTube videos and HLS streams (m3u8) from platforms like Mux, Vimeo, etc.
structured-itinerary-responses
Present time-aware itineraries with clear actions and citations
weather-safety-guardrails
Keep activity suggestions safe and respect local conditions
skill-authoring
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
eval
Evaluate a trained checkpoint with visualization Parse the user's request from $ARGUMENTS and run evaluation.
train
Launch a training run for a robot environment using PPO Parse the user's request from $ARGUMENTS and construct a training command.
skill-authoring
Creates and structures SKILL.md files for AI coding agents, including YAML frontmatter, trigger phrases, directive instructions, decision tr…
skill-evolver
Analyze skill execution traces to identify issues and automatically evolve/improve skills.
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.
moai-domain-database
> Enterprise Database Expertise - Comprehensive database patterns and implementations covering PostgreSQL, MongoDB, Redis, Oracle, and advan…
skill-organizer
Analyze, reorganize, and catalog all installed skills.
check
开始时声明："我正在使用 check skill 运行提交前检查。" 如果有未格式化的文件，列出文件清单并提示运行 gofmt -s -w .
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,…
akka-net-management
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation witho…
api-design
Design stable, compatible public APIs using extend-only design principles.
aspire-integration-testing
Write integration tests using .NET Aspire's testing facilities with xUnit.
crap-analysis
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
csharp-concurrency-patterns
Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful ent…
database-performance
Database access patterns for performance.
dotnet-slopwatch
Use Slopwatch to detect LLM reward hacking in .NET code changes.
mailpit-integration
Test email sending locally using Mailpit with .NET Aspire.
mjml-email-templates
Build responsive email templates using MJML markup language.
modern-csharp-coding-standards
Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API…
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…
testcontainers-integration-tests
Write integration tests using TestContainers for .NET with xUnit.
verify-email-snapshots
Snapshot test email templates using Verify to catch regressions.
java-code-reviewer
> Review a Java OpenInference instrumentation package against the project's established patterns and conventions.
karpathy-llm-wiki
Use when building or maintaining a personal LLM-powered knowledge base.
axiom-ai
Use when implementing ANY Apple Intelligence or on-device AI feature.
axiom-analyze-swift-performance
Use when the user mentions Swift performance audit, code optimization, or performance review.
axiom-analyze-swiftui-performance
Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues.
axiom-analyze-test-failures
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 specifi…
axiom-audit-accessibility
Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.
axiom-audit-camera
Use this agent to scan Swift code for camera, video, and audio capture issues including deprecated APIs, missing interruption handlers, thre…
axiom-audit-codable
Use when the user mentions Codable review, JSON encoding/decoding issues, data serialization audit, or modernizing legacy code.
axiom-audit-concurrency
Use when the user mentions concurrency checking, Swift 6 compliance, data race prevention, or async code review.
axiom-audit-core-data
Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.
axiom-audit-database-schema
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
axiom-audit-energy
Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check.
axiom-audit-foundation-models
Use when the user mentions Foundation Models review, on-device AI audit, LanguageModelSession issues, @Generable checking, or Apple Intellig…
axiom-audit-grdb-performance
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, or pre-release GRDB scan.
axiom-audit-iap
Use when the user mentions in-app purchase review, IAP audit, StoreKit issues, purchase bugs, transaction problems, or subscription manageme…
axiom-audit-icloud
Use when the user mentions iCloud sync issues, CloudKit errors, ubiquitous container problems, or asks to audit cloud sync.
axiom-audit-memory
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
axiom-audit-networking
Use when the user mentions networking review, deprecated APIs, connection issues, or App Store submission prep.
axiom-audit-spritekit
Use when the user wants to audit SpriteKit game code for common issues.
axiom-audit-storage
Use when the user mentions file storage issues, data loss, backup bloat, or asks to audit storage usage.
axiom-audit-swiftdata
Use when the user mentions SwiftData review, @Model issues, SwiftData migration safety, or SwiftData performance checking.
axiom-audit-swiftui-architecture
Use when the user mentions SwiftUI architecture review, separation of concerns, testability issues, or "logic in view" problems.
axiom-audit-swiftui-layout
Use when the user mentions SwiftUI layout review, adaptive layout issues, GeometryReader problems, or multi-device layout checking.
axiom-audit-swiftui-nav
Use when the user mentions SwiftUI navigation issues, deep linking problems, state restoration bugs, or navigation architecture review.
axiom-audit-testing
Use when the user wants to audit test quality, find flaky test patterns, speed up test execution, or prepare for Swift Testing migration.
axiom-audit-textkit
Use when the user mentions TextKit review, text layout issues, Writing Tools integration, or UITextView/NSTextView code review.
axiom-audit-ux-flow
Use when the user mentions UX flow issues, dead-end views, dismiss traps, missing empty states, broken user journeys, or wants a UX audit of…
axiom-data
Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization.
axiom-graphics
Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performanc…
axiom-health
Use when working with HealthKit, WorkoutKit, health data, workouts, or fitness features on iOS or watchOS.
axiom-health-check
Use when the user wants a comprehensive project-wide audit, full health check, or scan across all domains.
axiom-implement-iap
Use when the user wants to add in-app purchases, implement StoreKit 2, or set up subscriptions.
axiom-integration
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, b…
axiom-media
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
axiom-modernize
Use when the user wants to modernize iOS code to iOS 17/18 patterns, migrate from ObservableObject to @Observable, update @StateObject to @S…
axiom-scan-security-privacy
Use when the user mentions security review, App Store submission prep, Privacy Manifest requirements, hardcoded credentials, or sensitive da…
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-test-simulator
Use when the user mentions simulator testing, visual verification, push notification testing, location simulation, screenshot capture, OR li…
axiom-uikit
Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, Pencil…
axiom-validate-screenshots
Use when the user mentions App Store screenshot validation, screenshot review, checking screenshots before submission, or verifying screensh…
axiom-watchos
Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, Relev…
axiom-xcode-mcp
Use when connecting to Xcode via MCP, using xcrun mcpbridge, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunTests, RenderPr…
create-ex
你是一个帮助用户重建前任数字人格的助手。
skill-doctor
Use when a repo skill fails, produces errors, gives wrong instructions, or references stale information.
skill-creation
Create a new Stencila workspace skill.
skill-review
Critically review a workspace skill and suggest improvements.
skill-store
Browse, install, update, and manage skill packages from the registry.
paper-reader
| 专注 CV/DL 领域，支持 Zotero 集成和 Obsidian 笔记保存。
skill-authoring
Refine draft skills into strict, reusable SKILL.md documents with stable triggers, preconditions, and failure branches.
ai-image-generator
Generate AI images using Gemini or GPT APIs directly.
skill-evolution
Track and improve skill effectiveness over time using VOYAGER-style skill library patterns.
skill-auditor
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
superpowers-debug
Systematic debugging: reproduce, isolate, form hypotheses, instrument, fix, and add regression tests.
superpowers-plan
Writes an implementation plan with small steps, exact files to touch, and verification commands.
superpowers-tdd
Applies tests-first discipline (red/green/refactor) and adds regression tests for bugs.
superpowers-workflow
Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with verification (prefe…
ppt-agent
| Step | Subagent 类型 | 职责 | 产物 | 主 agent 行为边界 | |------|--------------|------|------|------------------| | P2A | ResearchSynth | 联网检索 + 素材整理…
skillnet
| Search a global skill library, download with one command, create from repos/docs/logs, evaluate quality, and analyze relationships.
skill-scanner
Scan agent skills for security issues.
skill-writer
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.
huashu-md-html
| 用户说什么 | 走哪个能力 | 用什么工具 | |------|------|------| | 「把这个PDF/DOCX/PPTX/XLSX/EPUB/图片/音频转成md」「import文档」 | 能力1：万物→md | scripts/anytomd.py（封装 mark…
skill-creator-doctor
Create, repair, maintain, and consolidate skills.
skill-generator
Meta-skill for generating new skills with proper format and structure.
financial-analysis
用于对上市公司或非上市主体的财务报表与经营质量进行结构化分析；不替代持牌投资顾问意见，需提示用户自主决策与合规边界。
literature-scout
> 系统化检索、筛选和组织 AI/ML 领域学术文献。
Skill Management
Design, inspect, create, and update Hone skills using the Claude Code-style runtime contract.
Stock Research
Canonical Hone equity-research skill covering single-stock analysis, valuation framing, and criteria-based screening This is the canonical e…
dbt-troubleshoot
Debug dbt errors — compilation failures, runtime database errors, test failures, wrong data, and performance issues.
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.
skill-scanner
Scan Clawdbot and MCP skills for malware, spyware, crypto-miners, and malicious code patterns before you install them.
skill-vetter
Security-first skill vetting for AI agents.
skillguard
Security scanner for AgentSkill packages.
crawl4ai
This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, o…
branding
When the user wants to define, audit, or apply brand strategy—purpose, values, positioning, storytelling, voice, narrative (not only visuals…
hello_js_reverse_skill
> AI 输出格式（必须以此结构复述并填空）： ═══ SKILL 启动 Checklist（v3.2.0）═══ [CHECK-1] MCP 版本检查 + 环境自检 调用: check_environment() 结果: MCP 版本 = ______ makes outbou…
lunwen
这个技能用于把“真实项目事实 + 样文/模板 + 文献约束 + 图表截图 + Word 成稿要求”稳定转化为一篇可交付的中文论文。目标不是把论文写厚，而是按样文体量、真实项目能力和版式规则，输出结构完整、字数可控、图表齐全的 .docx 成稿。
patent-architect
You are Patent Architect, a senior patent engineer specializing in AI systems, XR devices, and software-hardware co-design.
cnki-advanced-search
Perform a filtered search on CNKI using the old-style advanced search interface (only interface with source category checkboxes).
tpp
Work on a Technical Project Plan.
Viral Writer
> 你是一个专业的内容策划与创作引擎，服务于自媒体从业者。你的目标是帮助用户将一个主题或素材转化为适配特定平台、能够打动读者的完整内容。
skills-discovery
Search for and install Agent Skills that give you specialized capabilities.
tradingagents-analysis
>- 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。
ai-video-generation
Generate AI videos with Google Veo, Seedance 2.0, HappyHorse, Wan, Grok and 40+ models via inference.sh CLI.
openfoam
Use when working on CFD cases with OpenFOAM, including solver selection, dictionary setup, mesh workflows, turbulence models, or flow and he…
pymapdl-cli
How to use the PyMAPDL command-line interface to start, stop, list, and execute commands on MAPDL instances from a terminal.
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-developer
Meta-skill for creating and managing Claude Code skills Meta-skill for creating new Claude Code skills, including skills that wrap MCP pipel…
skill-development
Skill Development Rules When working with files in .claude/skills/: For skills that wrap MCP scripts:
skill-evolution
Self-evolving skill system.
skill-upgrader
Upgrade any skill to v5 Hybrid format using decision theory + modal logic Meta-skill that upgrades any SKILL.md to Decision Theory v5 Hybrid…
skills-writer
Creates and updates skill files (.claude/skills/*/SKILL.md).
datasheets
Extract structured specifications from electronic component datasheet PDFs — pinouts, electrical characteristics, peripherals, topology, and…
skill-name-here
>- 本技能可调用以下 MCP 数据服务，执行流程中按需选用： 如果用户未提供必填信息，主动追问获取。
home-assistant-best-practices
> Follow this sequence when creating any automation: If your change affects entity IDs or cross-component references — renaming entities, re…
Geek-skills-a-share-analyst
专业的A股市场分析工具，整合多数据源，提供技术面、基本面综合分析和智能选股策略。
skillpack-creator
Create a reusable SkillPack from a successful completed task.
skill-developer
Create and manage Claude Code skills following Anthropic best practices.
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-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-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-fix-it
Scan codebase for FIX:/NOTE:/TODO:/QUESTION: tags and create structured tasks with interactive selection.
skill-funds
Funding landscape analysis with funder portfolio mapping.
skill-grant
Grant proposal research and drafting with funder analysis.
skill-implementer
Execute general implementation tasks following a plan.
skill-latex-research
Research LaTeX documentation tasks.
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-memory
Memory vault management - create, search, classify, and index memories.
skill-meta
Interactive system builder.
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-planner
Create phased implementation plans from research findings.
skill-python-research
Research Python development tasks.
skill-researcher
Conduct general research using web search, documentation, and codebase exploration.
skill-reviser
Thin wrapper that delegates plan revision to reviser-agent subagent.
skill-slide-critic
Interactive critique loop for slide presentations.
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-tag
Create and push semantic version tags for CI/CD deployment.
skill-team-implement
Orchestrate multi-agent implementation with parallel phase execution.
skill-team-plan
Orchestrate multi-agent planning with parallel plan generation.
skill-team-research
Orchestrate multi-agent research with wave-based parallel execution.
skill-typst-research
Research Typst documentation tasks.
skill-web-implementation
Implement web (Astro/Tailwind/TypeScript) changes following a plan.
skill-z3-research
Research Z3/SMT tasks.
Skill Evals
Validate skill outputs against assertions, diff vs prior eval to flag regressions, file issues for new failures, and queue concrete fixes <!…
Skill Security Scan
Audit skills, workflows, and companion scripts for injection, exfiltration, traversal, and prompt-override risks with delta tracking, baseli…
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.
Presentation Skills Index
| Tools and workflows for creating presentations and visual documentation.
skill-author
> Create new agent skills that work across Claude Code (CLI/IDE) and IBM Bob.
winforms
Build, maintain, or modernize Windows Forms applications with practical guidance on designer-driven UI, event handling, data binding, MVP se…
skill-extractor
>- Extracts reusable knowledge from work sessions and saves it as a Claude Code skill.
newspaper
Generate Gradient News & Observer assets (banners, front pages, prompt experiments) by dispatching to the right newspaper script.
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。
skill-eval
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
skill-evaluator
Evaluates agent skills against Anthropic's best practices.
skills-hub
Browse and install community skills from the BioClaw Skills Hub.
skill-best-practices
Authors and structures professional-grade agent skills following the agentskills.io spec.
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-auditor
'Audit an existing SKILL.md against the unified AgentOps template (15 Use when ` markers OR `metadata.
{skill-name}
python skills/{skill-name}/scripts/main.py --param value | パラメータ | 必須 | デフォルト | 説明 | |-----------|------|----------|------| | --param1 | はい…
debug
Debug a failing test or build error in WooCommerce iOS Debug a build failure or test failure in the WooCommerce iOS project.
review
Review code changes against WooCommerce iOS standards Review the current changes for compliance with WooCommerce iOS conventions.
verify
Build the app, launch on simulator, and verify feature behavior via mobile-mcp interaction.
skill-stats
Use when reviewing which QE skills are being used, finding undertriggering skills, or analyzing skill effectiveness.
skill-builder
Create or improve skill.
src-hunter
这是一个带强制 checkpoint 的工作流,不是参考手册。每个阶段有 MUST 输出,未通过不进下一阶段。详细 payload / playbook / H1 案例按需 Read,不准凭记忆生成。
compiling
Compile and build the SkyWalking BanyanDB project.
skills-download
Downloads skills from a AgentKit skill space to the local machine.
skills-registration
Registers a local skill to the AgentKit platform by uploading it.
skill-creator-ultra
| 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…
skill-monitor
Analyze skill effectiveness across sessions.
wevu-best-practices
在小程序运行时里用 wevu 写出边界清晰、更新可控、契约明确的页面、组件和 store。
skill-scanner
Scan agent skills for security issues before adoption.
clean
Remove temporary artifacts Remove Claude Code artifacts.
collab
Start or resume a collab session - session management only Entry point for collab workflow.
dr
Alias skill that invokes /dry-run with all arguments passed through.
dry
Detect duplicate code and suggest DRY refactors using jscpd Detect duplicate code across your codebase using jscpd.
gates
9-language quality gate validation: linting, formatting, type checking, and test execution.
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.
list-mcp
インストール済みの MCP サーバー一覧を表示します。
mob
Use when the user wants to set, change, or clear git commit co-authors for pair or mob programming.
models
Imported skill models from agentskills """Data models for Agent Skills.""" from dataclasses import dataclass, field from typing import Optio…
safety-monitor
Safety Monitor Agent responsible for compliance and safety checks.
schemas
YAML frontmatter schemas for Claude Code agents and commands.
status
Show sprint progress Show current sprint progress with minimal token usage.
tdd-flow
RED-GREEN-REFACTOR 워크플로우를 강제하는 TDD 개발 스킬 이 스킬은 ForkLore 프로젝트에서 TDD(Test-Driven Development) 워크플로우를 강제합니다.
token 省流原则
核心原则：在不影响任务完成质量的前提下，减少不必要的token消耗。
ui-check
Use Playwright MCP to check UI styles and usability.
universal-single-cell-annotator
A unified interface for annotating single-cell RNA-seq data using Marker Genes, Deep Learning (CellTypist), or LLMs.
vibesafe
Uses the Vibesafe MCP server to scan, compile, test, save, diff, and report status for Vibesafe units.
voices
List, apply, or delete saved voice profiles.
web-load2
Loads and extracts all content from web URLs.
skill-iter-tune
Iterative skill tuning via execute-evaluate-improve feedback loop.
skills-audit
Audit AI Agent skills for security vulnerabilities including malicious code, remote execution, credential leaks, and supply chain risks.
stock-research-executor
You are a Stock Investment Research Executor responsible for conducting comprehensive, multi-phase investment due diligence using a structur…
bggg-skill-taotie
> 你是一个技能进化引擎。你的使命是把一个 skill（参考源 B）的优势"吃掉"，消化理解后， 将精华注入另一个 skill（目标 A），使 A 变得更强。
skill-hub
Use the skill-hub CLI to search, install, update, and publish agent skills from skill-hub.com.
wxmini-security-audit
微信小程序全自动安全审计 Skill。使用 Agent Teams 编排多个 Agent，分阶段完成从反编译到报告生成的全流程静态安全分析。
test-creator
我是一个测试创建专家，专门为 xiaozhi-client 项目生成符合标准的测试用例。
wps-excel
你现在是 WPS 表格智能助手，专门帮助用户解决 Excel 相关问题。你的存在是为了让那些被公式折磨的用户解脱，让他们用人话就能操作 Excel。
econml
EconML (Microsoft) — heterogeneous treatment effect estimation.
category-selection
python .claude/skills/category-selection/scripts/workflow.py "Sofas" US 20 | 步骤 | 工具/操作 | 用途 | 返回数据大小 | |------|----------|------|----------…
pluto-pair
Pair Codex with Pluto.jl notebooks using MCP tools.
promote-skill
Use when publishing a SKILL.md-style agent skill across uGig, sh1pt, GitHub/gists, and follow-on skill marketplaces such as ClawHub, Goose,…
skill-feedback-collection
> Run this at the end of any session where you loaded one or more SKILL.md files.
skill-generate
> Use when the primary action is "check these things" not "learn patterns":.
skill-staleness-check
> You are a coding agent.
skill-tree-generator
> You produce and maintain a tree of SKILL.md files for a library.
skill-update
Skill creation, update and management — generates skill directory structure, validates against best practices, enforces line count limits.
skill-authoring
Guide creating Claude Code skills with TDD and persuasion principles.
skill-graph-audit
Audit Skill() refs; detect hubs, isolates, and dangling targets.
skills-eval
Evaluate Claude skill quality through auditing.
skills-governance
Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep,…
xilinx-suite
> 本 skill 帮助你完成 Xilinx（AMD）完整设计流程，生成可直接运行的脚本和文件。
skill-judge
Evaluate Agent Skill design quality against official specifications and best practices.
claudraband
Use claudraband CLI to control Claude Code sessions programmatically.
skill-auto-improver
Improve a SKILL.md to pass the skill-creator standard (quick_validate, frontmatter audit, ≤500 lines) AND the asm-eval 85/8 floor.
skill-index-updater
Add GitHub skill repos to the ASM index: clone, audit, eval, regenerate index, rebuild catalog, open PR.
skill-upstream-pr
Improve an open-source GitHub skill and open a friendly suggestion PR upstream: fork, run skill-auto-improver, attach asm eval before/after…
skill-security-auditor
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。对 OpenClaw Skill 进行从源码到运行时的全生命周期安全审查，覆盖供应链投毒、Prompt 注入载荷、恶意代码模式、权限越权等威胁向量。
prd-v05-technical-stack-selection
Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review.
skill-installierer
Neue Skills in der KI-Anwaltskanzlei installieren: Verfuegbarkeitscheck, Abhaengigkeiten, Konfiguration.
skill-verwalter
Übersicht und Verwaltung aller installierten Skills: Status, Version, Abhaengigkeiten.
skill-improver
| Turn every hard-earned lesson into a reusable improvement.
agnix
Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'.
agnix
Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'.
skill_debug
Autonomous Debugging Instructions for Visual Studio Code: for [plugin].
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.
skills_creator
| 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。下次遇到类似问题时，需要重新探索，浪费时间和精力。需要将对话中的知识提取为可复用的 skill。
skill-architect
基于官方 skill-creator 的增强版技能架构师向导，内置合规检查规则，支持两种使用模式： 创建新技能时使用，遵循以下流程： 跳过此步骤的条件：技能的使用模式已经非常清晰。
dify-dsl-generator
专业的 Dify 工作流 DSL/YML 文件自动生成工具，基于对 86+ 实际工作流案例的深度学习，能够根据用户的业务需求自动生成符合 Dify 规范的完整工作流配置文件。
skill-distiller
Converts Opus-quality skills into deterministic Haiku-executable workflows via trace-driven distillation and cross-model validation.
skill-library
Agent-native catalog and installer for armory packages across all 7 types.
harmonyos-device-automation
> Automate HarmonyOS NEXT devices using npx -y @midscene/harmony@1.
skill-smith
铁律：每一行内容都要对得起 token 消耗。不写 Claude 已经知道的东西，只写它不知道的领域知识、流程规范和决策框架。
skill-sync
Sync skills between local installation and the GitHub source-of-truth repository.
skill-reinforcement
Always and Automatically improve skills after each use by capturing learnings and anti-patterns After ANY skill is used, this meta-skill tri…
math-modeling
本技能为数学建模竞赛和项目提供结构化的三阶段工作流程：建模分析、代码实现、论文撰写。确保建模、编程、论文撰写三个环节紧密衔接，产出高质量的数学建模成果。
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-developer
Create and manage Claude Code skills following Anthropic best practices.
skill-navigator
The 100th skill!
skill-share
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery…
skill-writer
Guide users through creating Agent Skills for Claude Code.
skill-studio
Interview-driven automation design tool.
amazon-listing-optimization
Amazon listing builder and optimizer for sellers.
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-compass
> You are SkillCompass, a skill quality and management tool for Claude Code.
audio-tts
Generate speech audio from text using Qwen3 TTS, or clone a voice from reference audio.
dropshipping-product-research
Product research for dropshipping businesses.
research-writing
| 本 Skill 提供 30 个论文写作场景的 Prompt 模板，覆盖文献调研→大纲撰写→初稿写作→润色修改→图表制作→投稿回复→基金申请全流程。
skill-optimization
Evaluates and optimizes skill file quality using 8 content patterns and 9 editing principles.
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-security-audit
Audit the agent's own skill library for malicious, misconfigured, or untrusted SKILL.md files.
post-pr-for-review
Post a `lifinance/contracts` pull request to `#dev-sc-review` and enable auto-merge (squash).
skill-authoring
Guidelines for writing Agent Skills that comply with the agentskills.io specification.
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-authoring
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
ecommerce-search
你是一个电商比价助手。当用户要求搜索商品、比价、找最低价时，按以下流程操作。
skill-ledger
对 Skill 执行安全状态查看、默认快速扫描认证，以及用户确认后的深度扫描认证。
skillshare-cli-e2e-test
>- Run isolated E2E tests in devcontainer.
skillshare-ui-website-style
>- Enforce the skillshare design system across the two frontends.
resource-scout
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries.
vacation-planner
> An interactive thinking partner for vacation planning and ideation.
ring:testing-skills-with-subagents
| Run scenarios without the skill (RED — watch agent fail), write skill addressing those failures (GREEN), then close loopholes (REFACTOR).
cjournal-analyzer
> 使用Chrome DevTools MCP工具从知网采集数据。
skill-pipeline
> The conductor, not a player.
skill-tester
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
skill-tester-ci
Validates all CI skills in this repo.
mudblazor-theming
Apply consistent Material Design UI theming in Egroo using MudBlazor.
skill-check
Use when the user wants to validate, lint, or audit agent skill files (SKILL.md).
skill-installer
>- OpenAgentd discovers skills from five roots, in this order.
skill-security-auditor
> Scan and audit AI agent skills for security risks before installation.
plan
> !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。
web-reverse-env
使用这个技能时，不要把“补环境”理解成给 window/document/navigator 随便补几个值。
ecommerce-image-suite
> 本 Skill 实现从「商品原始图片 + 卖点信息」到「完整电商套图」的一键生成流程： ① 上传商品图片（必须）+ 输入卖点信息（可选） ② AI 视觉分析：提取商品主体，智能生成卖点文案（可编辑） ③ 选择平台规范 + 套图类型（7种标准图） ④ AI 生成每张图的详细 P…
IDA-Skill
对新样本进行初始化分析，自动生成 i64 数据库并提取所有基础信息： python skills/IDA-Skill/tools/init_analysis.py target.exe stringsusesubagenttoanalyse.txt 文件通常包含数千行字符串，直接…
character-creator
你是一位资深的角色设计专家，擅长创造立体、真实、有深度的人物角色。
website-builder-setup
Install the full AI website builder stack — UI/UX Pro Max, Framer Motion animations, and 21st.dev components.
defect-detection-ai
AI-powered construction defect detection using computer vision.
gen
开始时声明："我正在使用 gen skill 运行代码生成。" 默认运行 API 代码生成（storagev2、iam、media、audit）： 如果用户提到 sandbox，则运行： make generate-sandbox 对比生成前后的变更，列出生成产生的文件差异。
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。
strategy-compare
Compare multiple strategies or directions (long vs short vs both) on the same symbol.
ui-design
基于Step 1确立的设计方向定义Token，每个Token选择须有设计意图: 若 {INSTRUCTION_FILE} 设计工具 为 penpot，调用 penpot-sync 将token同步到Penpot项目和 tokens.css 从PRD功能需求推导页面和组件需求:
JMeter Load Testing
Load and performance testing skill using Apache JMeter, covering test plans, thread groups, assertions, listeners, timers, and distributed t…
happycapy-skill-creator
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
oss-contributor-swarm
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
bird
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
trade
Execute the daily virtual trading process.
decomposition-reconstruction
Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottl…
dingtalk-ai-table
mcporter call '<DINGTALKMCPURL>' .list_bases limit=5 python3 scripts/importrecords.py basexxx tbl_xxx data.csv makes outbound network calls;…
best-minds
output: 领域专家视角的回答 pos: 辅助 skill，思维方法论 架构守护者：一旦我被修改，请同步更新： 要问：这个问题，世界上谁最懂？TA 会怎么说？
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…
gh-issues
Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments.
mathmodel-skill
Codex 优先按 skill 目录发现本文件: 当 skill 已安装后, 用户可直接说"开始建模"或显式说"使用 $mathmodel-skill 开始建模"。
survey-generation
Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and…
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…
boltzgen
BoltzGen is an all-atom diffusion model that generates antibody, nanobody, and de novo miniprotein backbones conditioned on a target structu…
protenix
Protenix v1 is an AF3-class structure prediction model (368M parameters) for proteins, complexes, and protein-ligand systems.
academic-research
一套完整的學術研究 Skill 套件，涵蓋從論文閱讀到撰寫、審稿的完整研究流程。支援 Claude Code、ChatGPT/Codex CLI、Gemini CLI。
chart-craft-plus
| 你是一位擅长信息可视化的设计师，能把文字描述转化为设计精美、布局清晰的图表 HTML 文件。每一张图都要做到：信息准确、视觉舒适、截图即可分享。
ansys-expert
ANSYS expert: FEA, CFD, structural analysis, thermal analysis, meshing.
autocad-expert
You are a senior CAD drafter and engineering documentation specialist with 10+ years of AutoCAD experience.
comsol-expert
Invoke when: User needs help with COMSOL multiphysics coupling, parametric sweeps, or physics-based simulations.
photoshop-expert
You are a senior digital imaging professional with 10+ years of Adobe Photoshop expertise.
solidworks-expert
You are a senior mechanical engineer with 10+ years of SolidWorks experience in product design, tooling, and manufacturing.
pbi-doc
Documenta projeto Power BI (PBIP) inteiro em markdown estruturado + HTML navegável (mini-site de doc).
testcase-writer-plus
默认使用 Markdown，除非需求明确要求其他格式。
testcase-writer-plus
Parse requirement and analysis files, then generate high-quality test cases.
prompt-engineering
Universal prompt engineering techniques for any LLM.
build-tailored-resume
Use this skill whenever the user wants to create a tailored resume for a specific job posting.
lawyer-analyst
| Analyze events through the disciplinary lens of law, applying rigorous legal methodologies (statutory interpretation, case law analysis, l…
claude-hud
>- Build heads-up display dashboards that monitor AI coding agents in real-time.
feishu-drive
通过 Drive API 管理文件和文件夹。
microsoft-word
>- This skill helps AI agents create and manipulate Word documents programmatically.
medusa-mcp
Dynamic access to medusa-mcp MCP server (299 tools) This skill provides dynamic access to the medusa-mcp MCP server without loading all tool…
plutonium-ui
Use BEFORE building or customizing any Plutonium UI — page classes, forms, displays, tables, custom Phlex components, layouts, Stimulus cont…
grill-me
Clarify ambiguous or conflicting requests by researching first, then exhaustively interrogating assumptions, constraints, dependencies, trad…
recall
Fan-out search across all memory sources when context is unclear or vaguely referenced.
babycai-agent
AI trading agent executing crypto trades across multiple DEXes with NFT minting and floor price analysis.
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…
github-actions-docs
Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, m…
llm-wiki
Build and maintain a git-based markdown wiki for software teams.
scan-organizer
OCR, classify, and organize scanned PDFs into category subfolders using AI vision and language models.
autobuild
Autonomous single-shot plan execution.
kernel-dev-skill
Linux kernel development skill grounded in local references/labs and references/lectures materials.
bds-port
Port a Mode S Comm-B BDS register decoder from pyModeS into FlightJar.Decoder.ModeS.CommB, wire it into the aircraft registry + snapshot + d…
design-rules
Design phase rules for /designer command.
aisync
Sync AI coding sessions from 14 tools (Claude Code, Codex, Cursor, Aider, Cline, Gemini CLI, Continue, Copilot, Roo Code, Windsurf, Zed AI,…
anime
CLI for AI agents to search and lookup anime info for their humans.
book-detailing
Book detailing services through Lokuli MCP.
canonical-data-map
Single source of truth for all paths, naming conventions, and data formats across the OpenClaw Greek Accounting system.
claw
Real-time event bus for AI agents.
clawk
Post, reply, like, and engage on Clawk — Twitter for AI agents.
coding-kotlin
Kotlin: coroutines, data classes, sealed classes, extension functions, Gradle, KMM multiplatform This skill equips the AI to generate, debug…
consensus-voting
Byzantine consensus voting for multi-agent decision making.
create-hook
Creates or adds Cursor agent lifecycle hooks.
debugging-dags
Comprehensive DAG failure diagnosis and root cause analysis.
engram
Etalon memory architecture with Knowledge Graph (PARA), session isolation, memory decay, and QMD hybrid search Three-layer memory architectu…
gltch
Local-first AI agent with personality.
heath-ledger
AI bookkeeping agent for Mercury bank accounts.
hire
Interactive hiring wizard to set up a new AI team member.
JAX
Essential tools for using JAX in machine learning and mathematical analysis, covering core concepts, transformations, ML specifics, control…
mess-mcp
MCP server tools for creating and managing MESS physical-world task requests.
mhc
Implements Manifold-Constrained Hyper-Connections (mHC) to solve residual connection issues using Doubly Stochastic Matrices.
moltmoon-sdk
Agent-ready SDK for MoltMoon—launch tokens, trade with lowest fees, earn USDC rewards, all programmatic.
moneydevkit
Accept payments on any website using moneydevkit.
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.
qmd
Fast local search for markdown files, notes, and docs using qmd CLI.
rdkit
Modern RDKit workflows for cheminformatics, including molecular fingerprints, drawing, and property calculations.
rei
Set up Rei Qwen3 Coder as a model provider.
risk-management
Manages financial risks through quantitative analysis, modeling, and mitigation strategies.
setup-asdlc
Initialize a repository for ASDLC adoption with AGENTS.md and directory structure Enable teams to quickly adopt ASDLC patterns by automating…
spacex
CLI for AI agents to lookup SpaceX launches and rockets for their humans.
uwu
MizukiAI's UwU Club.
verification
Path-conditional verification checklist (basic/standard/strict) with retry loop | 工具 | 类型 | 用法 | 调用方式 | |:---|:---|:---|:---| | Superpowers…
vox
Lightweight voice MCP server with local Moonshine STT + Kokoro TTS Vox is a lightweight voice MCP server (~1,500 lines of Rust) providing lo…
wprdc
Query Pittsburgh's Western PA Regional Data Center (WPRDC) — 363+ datasets covering property assessments, air quality, 311 requests, jail ce…
xradio
CLI tool for pulling, caching, and reading Twitter/X posts offline A command-line tool for managing a local cache of Twitter/X posts.
zift
Fast, semantic, and hybrid code search tool.
business-plan-advisor
Expert business planning consultant for creating comprehensive, investor-ready business plans from scratch or refining existing plans.
lean-canvas
One-page business model framework for rapid validation and strategic clarity.
content-publish
> EVERY piece of content MUST go through the voice-master skill before publishing.
10x-chat
Chat with web AI agents (ChatGPT, Gemini, Claude, Grok, Perplexity, NotebookLM) via browser automation.
erne-init
Initialize ERNE — the AI agent harness for React Native & Expo projects.
erne-perf
ERNE — Performance profiling and optimization using the performance-profiler agent You are executing the /erne-perf command.
agent-teams
Configure Claude Code agent teams (TeamCreate, SendMessage, TaskUpdate).
ollama
Ollama API Documentation Comprehensive assistance with Ollama development - the local AI model runtime for running and interacting with larg…
web-reverse
必须收集四字段：target、objective、requirements、boundaries。
handoff
Prepare a clean handoff for continuing complex work in a fresh Claude Code session.
afsim-script-generator
Generate and execute AFSIM (Advanced Framework for Simulation, Integration and Modeling) scripts.
mlx
Use when working with Apple's MLX or MLX-LM: fact-checking current behavior against upstream source/runtime, patching MLX-based repos, porti…
angular-spa
Angular 21.x SPA development skill with TailwindCSS 4.x and daisyUI 5.5.5.
ai-skill-improve
Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, L…
cc-safe-setup
Safety hooks for Claude Code — 700 pre-built hooks that prevent file deletion, credential leaks, git disasters, and token waste during auton…
hinge-profile-optimizer
Comprehensive, research-backed Hinge dating profile optimization.
hs
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
verekia-architecture
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
document-hub
| 处理、生成、发送、转换、编辑 Word、Excel、PDF、Markdown 等文档的统一中心。
memories-sdk
Build against the memories.sh SDK packages in application code.
real-estate
Real estate agent daily workflow automation You are a professional real estate agent's AI phone assistant.
case-simplifier
> 你是一名测试用例精简专家。你的目标是读取 {output_dir} 中与算子对应的 .json 文件，对其中的输入 cases 进行精简，使 case 数量尽量不超过 10 个，同时保证覆盖度。
global-health-data
> This skill provides tools for accessing and analyzing global health data from major open sources: the WHO Global Health Observatory API, I…
sales-talkdesk
Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality managem…
nhero
Aftermarket cybernetic network device framework.
ralph
Self-referential loop until task completion with architect verification [RALPH + ULTRAWORK - ITERATION {{ITERATION}}/{{MAX}}] Your previous…
skills
Package map and reading order for Better Translate product skills.
slot-machine
Use when a well-specified task has meaningful design choices and you want to maximize quality by comparing multiple independent attempts.
1997-pro-web-reverse-casebook
这个 skill 把 1997.pro 公开文章语料压成“案例知识库 + 场景路由器”。
chat-system
Chat system — MVP pattern, message bus decorators, commands, auto-translation, encrypted history, state machine.
codemap
Navigate codebases efficiently using structural indexes.
Pest Testing Framework
Integration with the Pest PHP testing framework for writing and running tests Pest is an elegant PHP testing framework with a focus on simpl…
solidworks-cad
Automate parametric pump impeller design in SolidWorks via API This skill provides guidance for automating parametric pump impeller design a…
upstash-search-js
Entry point for documentation skills covering Upstash Search quick starts, core concepts, and TypeScript SDK usage.
anysite-market-research
Conduct comprehensive market research using Y Combinator data, SEC filings, social media insights, and web scraping via anysite MCP server.
eda-sim
Offline EDA simulation workflow for ASIC DV projects using Synopsys VCS/Verdi.
metabase-embedding-sso-implementation
Implements JWT SSO authentication for Metabase embedding in a project.
metabase-full-app-to-modular-embedding-upgrade
Migrates a project from Metabase Full App / Interactive (iframe-based) embedding to Modular (web-component-based) embedding.
metabase-modular-embedding-version-upgrade
Upgrades a project's Metabase Modular embedding SDK (@metabase/embedding-sdk-react) or Modular embedding (embed.js) version.
add-agent-target
Use when adding support for a new AI agent target to agentsmesh.
agilab-runbook
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
agilab-streamlit-pages
Streamlit page authoring patterns for AGILAB (session_state safety, keys, rerun, UX).
am-agent-code-debugger
Systematically identify, diagnose, and resolve bugs using advanced debugging techniques.
am-agent-code-refactor
Improve code structure, performance, and maintainability through systematic refactoring.
am-agent-code-reviewer
Code review specialist that analyzes diffs and suggests improvements You are a senior code reviewer.
am-agent-code-security-auditor
Comprehensive security analysis and vulnerability detection for codebases.
am-agent-test-runner
Automated test execution and analysis agent You are a test runner agent.
am-agent-typescript-developer
Build type-safe applications with advanced TypeScript features, generics, and strict type checking.
accept-feature
Validate business behavior against BDD examples from the end user's perspective Available knowledge: [[requirements/gherkin#key-takeaways]],…
new-agent
Generate a Camunda 8 agentic process with AI Agent connector and ad-hoc sub-process.
auto-research
| 一站式学术研究工作流，覆盖从论文检索到最终演示的完整链路。; runs on Python.
evjs
React fullstack framework with type-safe routing, data fetching, and server functions.
gmsh
The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation.
lovable
| This skill enables Claude Code to work effectively with Lovable.dev projects while respecting Lovable's deployment requirements.
octo
Query Octopus observability platform — logs, alerts, traces, metrics, issues, services, LLM, RUM, events.
squidsquad
Orchestrates a multi-agent AI development team — handles setup, workflow coordination, role management, and autonomous dev cycles.
cloudflare-agent
Enable ControlKeel governance for Cloudflare Agents with policy gates, budget enforcement, PII detection, and secure execution.
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…
cpp-modern-features
Use when modern C++ features from C++11/14/17/20 including auto, lambdas, range-based loops, structured bindings, and concepts.
agent-browser
Browser automation CLI for AI agents.
frida-stalker-android
Trace native execution on Android with Frida Stalker (Frida 17+): call summaries, event parsing, transforms, and performance-safe start/stop…
slack
Send messages, read channels, search Slack via its Web API.
ps-batchplay
BatchPlay/batchplay reference for Photoshop MCP execute_batchplay tool.
ps-fundamentals
Photoshop MCP mandatory workflow rules (R1-R7), coordinate system, layer stack order, canvas rotation, selection fundamentals, mask fundamen…
ps-text-effects
19 verified Photoshop text effect recipes with exact parameters: liquid drip/melting, chrome/metallic, neon glow, glass/frosted, fire/flame,…
ps-tool-catalog
Complete catalog of all 323 dedicated Photoshop MCP tools across 36 categories: document operations, layer operations, layer masks, text, se…
agent-browser
| 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%。当用户需要浏览器自动化操作时，立即使用 agent-browser CLI 工具完成任务。
agent-browser-installer
| Automated installer that sets up the complete agent-browser environment with a single command.
ml-causal
| This skill covers modern ML-based causal inference methods: Causal Forests (GRF) for heterogeneous treatment effects, Double/Debiased Mach…
slack-personal
Access a personal Slack workspace via session tokens (no app install required).
agentera
> One install, one entry point, one query interface to all project state.
functional-cohesion-components
Guide frontend component design and code review using functional cohesion.
pocketbase
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data ma…
rapid-research
Lightweight research playbook optimized for the FF-Terminal agent.
adr
Anton ADR lifecycle — author new architectural decision records, list existing ones by status or affects-category, and mark old decisions su…
autonomous-agent-loop
>- Use when a user asks for an autonomous run, epic execution, goal-until-complete.
cluster-intake
Intake gate for adding new system or infrastructure components to Anton.
expose-service
Expose a workload for access.
minimax-music
高质量歌词必须同时满足：叙事性 + 意象性 + 韵律感 + 情感共鸣 检查标准：有没有具体的时间/地点/人物/物品？有没有直接说"心痛/悲伤"？
ntfy-alert-triage
Triage ntfy.sh-routed alerts in Anton — identify which alert fired, why it fired (or why it didn't deliver), and propose a fix.
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…
accessibility-auditor
Audit interfaces for accessibility issues across semantics, keyboard use, focus management, color contrast, labels, and announcements.
acpx
Use acpx as a headless ACP CLI for agent-to-agent communication, including prompt/exec/sessions workflows, session scoping, queueing, permis…
agent-forge
Создание, улучшение и аудит скиллов и агентов OpenClaw.
api-regression-guard
Check whether code changes silently broke API contracts, behavior, schemas, or compatibility expectations.
backup-restore-validator
Check whether backup and restore plans are actually restorable, verifiable, and operationally safe.
bom-cost-optimizer
Propose lower-cost bill-of-material substitutions while preserving critical requirements, interfaces, and risk constraints.
citation-checker
Check whether claims are adequately supported by cited sources and flag weak or mismatched citations.
cost-hotspot-finder
Identify cloud and platform spend hotspots, waste, and likely optimization wins.
creative-specialized-skill-38
Master creative specialized skill 38 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
design-system-enforcer
Review UI changes against spacing, typography, tokens, component usage, and design-system constraints.
dockerfile-hardener
Improve Dockerfiles for image size, caching, security, reproducibility, and multi-stage build hygiene.
e2e-test-scenario-designer
Design realistic end-to-end test scenarios from product flows, state transitions, and critical user journeys.
figma-to-code
Convert Figma designs to pixel-perfect, responsive code.
finance-data-retrieval
> 根据用户的自然语言需求，自动检索金融数据。
grant-application-packager
Organize grant proposal sections, milestones, evaluation plans, and impact framing into a coherent application package.
ifind-http-api
| 本技能提供同花顺 iFinD HTTP API 的完整函数参考，用于编写通过 HTTP 请求获取金融数据的 Python 代码。
k8s-deployment-sheriff
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
knowledge-base-gap-finder
Identify what documentation is missing by comparing support issues, product behavior, and existing docs.
manufacturing-test-plan-writer
Design factory, bench, or end-of-line validation procedures for hardware products.
mobile-release-checker
Validate mobile release readiness by checking build artifacts, versioning, store requirements, crash risk, config, and pre-ship blockers.
query-optimizer
Review SQL queries, execution plans, schema usage, and indexes to propose safer faster alternatives.
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.
solar-skill-creator
> Create and maintain skills that fit Solar architecture without depending on external skill folders.
start-app
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
start-app
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
tapd-openapi
if [ -n "$TAPDWORKSPACEIDS" ]; then WSLIST=$(echo "$TAPDWORKSPACE_IDS" | tr ',' ' ') WSLIST="$TAPDWORKSPACE_ID" curl -s -H "Authorization: B…
acpx-review
Use before DaoFlow commits when running self-review through acpx with Gemini and Claude Code, triaging blocking findings, and revalidating f…
adapting-transfer-learning-models
| Use when this capability is needed.
add-gmail
Add Gmail integration to FFT_nano.
add-language-hook
Add a chunking hook for a new or existing language in the ingest pipeline.
add-telegram
Add Telegram as a channel.
add-telegram-swarm
Add Agent Swarm (Teams) support to Telegram.
adevsync
Sync constitution to CLAUDE.md, AGENTS.md, and other agent files declared in manifest.yaml.
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-definition-auditor
Audit and score an agent-definition markdown such as `AGENTS.md`, `CLAUDE.md`, `SKILL.md`, `SOUL.md`, `.cursorrules`, or a system prompt usi…
agent-design-best-practices
Best practices for designing Claude Code agent files (.claude/agents/*.md).
agent-eval
一个轻量级 CLI 工具，用于在可复现的任务上对编码代理进行头对头比较。每个“哪个编码代理最好？”的比较都基于感觉——本工具将其系统化。
agent-factory
Claude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP…
agent-instruction-forge
Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, Aider, AGENTS.md, CLAUD…
agent-instructions
Creates or updates an AGENTS.md file for the current repository, or converts existing agent/copilot instruction files into AGENTS.md.
agent-squad
Manage persistent AI coding squads that run in tmux sessions with task queues, progress reports, and automatic health monitoring.
agent-teams
Coordinate Claude Code Agent Teams through filesystem-based protocol.
agents-md
Generates and improves AGENTS.md files for software projects.
agents-md-lint
Audit and trim AI agent instruction files (AGENTS.md, CLAUDE.md, CONVENTIONS.md, .cursorrules, etc.) by testing which facts an AI agent can…
ai-agent-architect
Use when designing, building, or debugging LLM-based agent systems — tool use, function calling, multi-agent orchestration, memory, RAG, eva…
ai-agent-builder
Principal AI Architect.
ai-agent-design
> Use when this capability is needed.
ai-agent-development
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custo…
ai-agent-engineer
Specialist skill for AI agent engineering in the IdeaFlow codebase.
ai-agent-implementation-workflow
Implement agentic behaviors safely with clear tool boundaries, deterministic contracts, and incremental verification across prompts, tools,…
ai-agent-patterns
>- Use when this capability is needed.
ai-agent-sdd
Write a professional Software Design Document (SDD) for an AI agent or AI-powered product before writing code.
ai-agent-super-skill
Comprehensive AI agent building skill merging Perplexity Computer's skill creation, webserver, and automation capabilities with Claude Code'…
ai-context-compiler
Generate or refresh CLAUDE.md, AGENTS.md, Cursor rules, and llms.txt for a repository using source evidence and scoped rules.
ai-review
Review Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
ai-saas-redesign
End-to-end workflow for redesigning a SaaS or AI product landing page and building an interactive AI agent UX flow.
aide
> Use when this capability is needed.
aider-ai-pair-programming-cli-agent
Aider is an open-source AI pair programming tool that runs in your terminal, letting you collaborate with LLMs to edit code across your enti…
aidex
Swap tokens on Ethereum via the AIDEX aggregator.
alf
Agentic LLDB fuzzer and crash-triage toolkit for Apple Mach-O on arm64(e).
analyzing-machine-learning-in-investing
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
apideck-rest
Apideck Unified REST API reference for any language.
arc-mcp-server
MCP server exposing Arc's task queue, skills, and memory to external Claude instances Use when this capability is needed.
arcan-glass
BroomVA trademark web styling system — Arcan Glass design language for Next.js + Tailwind v4 + shadcn/ui projects.
architecture-design
Use when building, extracting, reviewing, rendering, validating, or looking up ArchiMate® or UML® dediren packages, SVG/OEF/XMI evidence, dr…
ArgoCD MCP Server
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
ask-graphql-mcp
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph).
auth0-expo
Use when adding authentication to Expo (React Native) mobile apps — login, logout, user sessions, protected routes, biometrics, or token man…
authoring-skills
Creates, updates, improves, and audits Agent Skills.
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-openai-to-responses
>- Use when this capability is needed.
azure-sql
Operate Azure SQL Database, Cosmos DB, and managed database services.
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…
backend-architecture
> Use when this capability is needed.
backend-fundamentals
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture.
bcsc-core-native-testing
Create native unit tests for Swift (iOS) and Kotlin (Android) code in the bcsc-core package.
bootstrap
Auto-configure .github/copilot-instructions.md and context/ knowledge docs for a new project.
bquery-ai-guidance-sync
Refresh bQuery AI guidance and release metadata.
brian-api
Brian API — natural language to executable Web3 transactions.
bun
| Use when this capability is needed.
bunny-graphql
Direct GraphQL API integration with Bunny — the subscription billing and management platform.
buyer-eval
| for _D in "$HOME/.claude/skills/buyer-eval-skill" ".claude/skills/buyer-eval-skill";
cad-modeling
Generate parametric 3D CAD models using OpenSCAD scripting language.
cca2a
> Use when this capability is needed.
Checkov IaC Scanner
Python or Docker Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage o…
ci-cd-generator
Scaffold/audit GitHub Actions CI/CD — Go/Rust/TS.
ci-cd-pipeline
Design and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and envir…
ci-cd-review
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
ci-cd-watchdog
将冗长构建日志转化为“阶段定位→根因诊断→修复命令→安全回滚→预防清单”的标准化运维闭环，缩短 MTTR（平均恢复时间）。
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-ai-tools
This skill should be used when the user asks about "CLI AI tools", "Claude Code", "Codex CLI", "Gemini CLI", "Aider", "Goose", "amp", "OpenC…
cli-coding-agents
CLI Coding Agents.
cloudron-server-ops
Manage apps on a Cloudron server using the cloudron CLI.
cockpit-cms-headless-content-platform-with-rest-and-graphql-apis
Cockpit CMS is a lightweight headless content platform for teams that want flexible models, REST and GraphQL APIs, and self-hosted deploymen…
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.
code-review
Review code changes, diffs, commits, branches, or PRs for correctness, regressions, security-sensitive mistakes, maintainability issues, and…
code-reviewer
> Use when this capability is needed.
codex-cli-bridge
Bridge between Claude Code and OpenAI Codex CLI - generates AGENTS.md from CLAUDE.md, provides Codex CLI execution helpers, and enables seam…
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.
coding-standards
name: coding-standards Use when this capability is needed.
commit
Automate git commit and push following the project's review workflow.
Conftest Policy Tester
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
connect-claude
>- Use when this capability is needed.
contentful-api
Comprehensive Contentful REST API guide.
copilot-instructions
Use quando precisar criar ou atualizar instruções do Copilot CLI — copilot-instructions.md, SKILL.md, .agent.md ou arquivos de instrução por…
copilot-instructions-blueprint-generator
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code c…
create-agent
Scaffold a new Trinity-compatible Claude Code agent from scratch on any topic.
create-copilot-instructions
Create a new domain-specific instruction file when current coverage gaps require file-scoped guidance Use when this capability is needed.
cursor-rules-compiler
Generate or review AGENTS.md and `.cursor/rules/*.mdc` for a repository Use when this capability is needed.
customize
Add new capabilities or modify nano-core behavior.
cypilot
Invoke when user asks to do something with Cypilot, or wants to analyze/validate artifacts, or create/generate/implement anything using Cypi…
data-fair-session
How to use the @data-fair/lib session management system in services that consume sessions (not login/account management).
Database Migration Validator
Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode.
database-review
**Database Design & SQL Review**: Expert guide for schema design, database migrations, query optimization, indexing strategy, and database p…
database-sql
Design database schemas, write efficient SQL queries, create migrations, and optimize database performance.
deploying-machine-learning-models
| Use when this capability is needed.
design-system-builder
Generates the full visual language (color palette, typography, spacing grid, elevation, interactive states) for a website based on a chosen…
dev-specialismsinit-local-tooling
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos.
Devcontainer Setup Agent
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started…
difftastic-structural-syntax-aware-diff-tool
Difftastic is a structural diff tool that compares files based on their syntax rather than line-by-line text.
DigitalOcean Droplet Manager
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started…
dioxus-rust-fullstack-cross-platform-application-framework
Dioxus is a fullstack app framework for Rust that enables building cross-platform applications for web, desktop, and mobile from a single co…
directus-sql-native-headless-cms-and-internal-app-platform
Directus turns a SQL database into a headless CMS, admin app, and instant API layer without forcing a proprietary data model.
discord-server
Complete Discord server interaction via Discord bot API for posting messages, uploading/downloading images and files, editing/deleting messa…
django-admin
Django admin customization patterns for Nudge.
django-clean-arch
> Use when this capability is needed.
django-fat-model
Lógica de negócio no model ou em services; views finas Use when this capability is needed.
django-patterns
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
django-pytest-performance-suite
>- Use when this capability is needed.
django-smoke-alarm
Run and triage Django/DRF security smoke checks for settings hardening, throttling, safe HTML, ORM race/idempotency patterns, and model inte…
django-tdd
Applies Django testing strategies with pytest-django, TDD, factory_boy, mocking, coverage, and DRF test patterns.
django-verification
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before rele…
Docker MCP Server
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:20…
docker-compose-generator-skill
Use the upstream install or setup path that matches your environment: Use when this capability is needed.
docs
Generate professional software documentation with rigorous Use when the user request matches this skill's domain and capabilities.
dokku-docker-powered-mini-heroku-self-hosted-paas
Dokku is a self-hosted Platform-as-a-Service built on Docker that provides Heroku-like git-push deployment on your own infrastructure.
domain-driven-design
Domain-Driven Design patterns for TypeScript.
dotnet-security
| Use when this capability is needed.
drizzle-orm-typescript-sql-database-toolkit
Drizzle ORM is a lightweight TypeScript ORM that provides type-safe SQL schema declarations, relational and SQL-like query builders, and aut…
effect-language-service-cc
> Use when this capability is needed.
embedded-dev-antigravity
> 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…
engineering-features-for-machine-learning
| Use when this capability is needed.
engineering-foundations
Language-agnostic engineering methodology — DDD, Hexagonal Architecture, TDD, architecture planning, requirements gathering, code review, an…
evaluating-machine-learning-models
| Use when this capability is needed.
explaining-machine-learning-models
| Use when this capability is needed.
express-oauth2-jwt-bearer
Use when adding Auth0 token validation to Express or Node.js APIs - integrates express-oauth2-jwt-bearer SDK to protect Node.js API endpoint…
fastapi
> Use when this capability is needed.
fastapi-async
FastAPI com endpoints async, Pydantic v2 e dependency injection Use when this capability is needed.
fastapi-patterns
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production r…
fastapi-route-change
Use when adding, renaming, or modifying a FastAPI route in genereviews-link.
fastmcp
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
federated-learning-homomorphic
This skill covers the implementation of privacy-preserving machine learning Use when this capability is needed.
fft-canvas-dynamic-ops
Compose and edit dynamic multi-card Agent Canvas specs and staged dashboard patches through allowlisted farm actions.
fft-demo-holodeck-ops
Drive the FFT_demo_dash holodeck system — scene triggers, agent commentary, canvas presets, and live weather mirroring — to produce impactfu…
file-upload
| Use when this capability is needed.
flai
Install and use FlAI AI chat components in Flutter projects.
flight-controls
Design and simulate control systems — transfer functions, PID controllers, Bode plots, root locus, stability analysis, state-space modeling.
flutter
Flutter/Dart coding rules for this project — style, file size, and test coverage.
flutter-bloc-forms
Models form fields as `formz` value objects and drives form state with a Bloc, including round-tripping Laravel 422 validation errors back t…
flutter-china-deploy
当用户需要部署 Flutter 项目时，按以下步骤执行： 在终端执行或写入 ~/.zshrc： export PUBHOSTEDURL=https://pub.flutter-io.cn export FLUTTERSTORAGEBASE_URL=https://storage.…
flutter-mcp
Use this skill whenever inspecting, interacting with, or live-editing a running Flutter app via the Flutter MCP toolkit server (`mcpServers`…
flutter-mcp-cli-runtime-validation
Run Flutter MCP runtime validation from CLI in two steps (launch app, then run validate-runtime), including toolkit-extension gating, screen…
flutter-mcp-toolkit-custom-tools
Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcp_toolki…
flutter-mcp-toolkit-debug
Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes.
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…
flutter-mcp-toolkit-setup
Verify the flutter-mcp-toolkit install, run doctor preflight, troubleshoot connection issues.
follow-workspace-rules
Aligns code with this repository's Cursor rules in `.cursor/rules/` (layered architecture, naming, styling, performance, anti-patterns).
free-image-and-video-generation
Free local AI image and video processing toolkit with cloud AI generation.
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-code-review
作業完了後に、Gemini CLI と Code Review 拡張（/code-review, /pr-code-review）でレビューしたいときに使います。
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-review
Lance une review de code par Gemini AI avec auto-correction Use when this capability is needed.
geniml
Machine learning toolkit for genomic interval (BED) data; use it when you need to tokenize BED collections and train embeddings for regions/…
get-research-paper
Discovers, retrieves, ranks, and summarizes real existing research papers on any topic.
git-workflow-and-versioning
Structures git workflow practices.
github-pr-stats
Compute PR statistics (total, merged, closed, avg merge time, top contributor) from GitHub API data using Python or jq.
github-repo-stats
> Use when this capability is needed.
github-skill
curl -s "https://api.github.com/..." \ 以下规则具有最高优先级，适用于所有后续操作。
github-stars-analyzer
通过 GitHub 公开 API 抓取用户所有 starred 仓库，按大类自动分组，生成标准化中文 Markdown 报告文件。
gitleaks-git-repository-secret-scanner
Gitleaks is an open-source SAST tool for detecting hardcoded secrets like passwords, API keys, and tokens in Git repositories, files, and di…
go-backend-patterns
| Use when this capability is needed.
golang-development
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
golang-slog
Implement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance…
golang-testcontainers
Write Go integration tests with testcontainers-go Use when this capability is needed.
golang-testing
Write idiomatic Go tests.
google-agents-cli-scaffold
> Use when this capability is needed.
grill-me
Deep interview to reach shared understanding before building.
harness-init
Claude Code agent infrastructure setup — interview-based, domain-preset-driven.
health
Verify Codex configuration health — AGENTS.md, hooks, config.toml, agents, skills, secrets scan, and MCP reachability.
hello-auditkit
Use this skill to audit, review, validate, or check the quality of AI assistant configurations including prompt text, prompt files, skills (…
hermes-web-ui-startup
Start and troubleshoot the Hermes Agent Web UI (Vite + React frontend with Python backend) Use when this capability is needed.
hf-evaluation-manager
Adapted from Hugging Face's evaluation manager skill for Use when another skill is a better direct match for the task.
hs-init-project
Bootstrap Codex-oriented repository structure for both brand-new and already-existing projects.
Hugging Face Evaluation Manager
This skill enables you to manage, track, and analyze evaluation results for machine learning models used in agricultural applications.
Hugging Face Paper Publisher
This skill helps you publish and manage research papers on the Hugging Face Hub, enabling seamless integration with models, datasets, and re…
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.
implementing-file-integrity-monitoring-with-aide
Configure AIDE (Advanced Intrusion Detection Environment) for file integrity monitoring including baseline creation, Use when this capabilit…
import-host
Detect existing AI-context files on the host (CLAUDE.md, AGENTS.md, .cursorrules, .windsurfrules, .continuerules, .aider.conf.yml, instructi…
install
Install the aigonskills MCP server into Claude Code or other clients.
instruction-generator
>- Use when this capability is needed.
instrument
Add Opik tracing to an existing codebase.
ios-swift-patterns
SwiftUI, UIKit, MVVM, Combine, async/await, Core Data, and App Store submission patterns Use when this capability is needed.
java-security
| Use when this capability is needed.
javascript
| Use when this capability is needed.
jujutsu-git-compatible-version-control-system
Jujutsu (jj) is a powerful Git-compatible version control system that reimagines VCS workflows with automatic rebasing, first-class conflict…
KICS IaC Linter
No source-backed install or usage instructions could be extracted automatically.
kimi-writing
Kimi-K2.5 Writing Skill.
knowledge-repo-workflow
这个 skill 用于在当前仓库中执行一整套知识库整理流程。它假定仓库使用如下目录结构： 在下面这些任务里优先使用这个 skill： 当用户刚把资料放进 原始资料/ 后： 当用户希望从资料形成可复用知识时： 当用户提问或要求生成分析结果时：
kubernetes-etcd-kubernetes-analyze
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encrypt…
kubernetes-native
> Use when this capability is needed.
kubernetes-ontology-access
Use this skill whenever a user wants to onboard, deploy, install, or operate kubernetes-ontology;
kubernetes-pentest-kubernetes-analyze
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet,…
kubernetes-pod-crash-loop-analyzer
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
kubernetes-upgrade
Use when the user asks to "upgrade Kubernetes", "upgrade k8s", "update Kubernetes version", "bump Kubernetes version", mentions a target ver…
landing-page-demo-sections
>- Use when this capability is needed.
langchain-agents-deepagents-code
Use when editing a DeepAgents project — adding tools, sub-agents, modifying the system prompt, choosing a filesystem backend, or composing e…
langchain-agents-deploy
Use when productionising or deploying a LangChain / LangGraph / DeepAgents agent.
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-agents-langgraph-code
Use when building a custom-graph LangGraph agent — when `create_agent(...)` + middleware isn't enough and you need explicit StateGraph contr…
langchain-agents-langsmith-evals
Use when authoring eval datasets, writing evaluators, running evals against a LangChain / LangGraph / DeepAgents project, comparing eval res…
langchain-agents-middleware
Use when building or productionising any agent — adding retries, fallbacks, summarization, human-in-the-loop, PII redaction, call limits, or…
langchain-agents-observability
Use when debugging an agent's behaviour, reading LangSmith traces, setting up tracing in production (LangSmith + OpenTelemetry), wiring dist…
langchain-agents-scaffold
Use when creating a new LangChain / LangGraph / DeepAgents project from scratch.
langchain-agents-workflow
Use when starting work on any LangChain / LangGraph / DeepAgents project.
langchain-builder
Build LangChain chains, agents, and tool integrations with scaffolding, validation, and template generation.
langchain-stack
Router for LangChain, LangGraph, and Deep Agents skills.
langextract-llm-powered-structured-text-extraction
LangExtract by Google is a Python library for extracting structured information from unstructured text using LLMs with precise source ground…
lm-studio-private
Private LLM and vision via LM Studio.
lsp
Multi-language code navigation via persistent LSP daemons.
m365-agents-py
Microsoft 365 Agents SDK for Python.
machine-learning
Expert ML engineer specializing in MLOps, ML platform design, distributed training, model optimization, and production ML systems.
machine-learning-algorithms
Use when answering CLRS-style machine-learning algorithm questions about k-means clustering, Lloyd's procedure, multiplicative weights, weig…
manager-getting-started
Getting started with Manager — the 48-tool multi-AI orchestrator.
markdown-writer
Write and review Markdown (.md) files with consistent structure, correct links, and repo-friendly conventions.
matilha-init
Use when starting a new project or initializing Matilha in an existing one — scaffolds project-status.md, AGENTS.md, CLAUDE.md/GEMINI.md, an…
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-design…
mcp-headless-test
Run live tests of the Ariadne MCP server using Claude Code in headless mode.
mcp-server
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude",…
mcp-server-builder
> Use when this capability is needed.
mcp-server-dev
> Use when this capability is needed.
mcp-server-go
Authoritative reference for building MCP (Model Context Protocol) servers in Go using the official Anthropic+Google SDK.
mcp-server-orchestrator
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
mcp-server-patterns
Patterns pour construire ses propres MCP servers (Model Context Protocol) — outil pour exposer des capabilities custom à Claude Code.
microsoft-foundry
Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batc…
migrate-agents-to-codex
>- Use when this capability is needed.
mine-corrections
Mine the chat-arch corpus for correction patterns — moments where the user pushed back on the AI — and propose concrete upgrades to CLAUDE.m…
mnemos-codex
Use when Codex users or Codex agents need to install, configure, validate, troubleshoot, or operate Mnemos through MCP, or when they mention…
mobile-development
React Native mobile app development patterns with Expo 54, Tamagui, and expo-router.
Model Trainer
This skill helps you train and fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face infrastructure.
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-python-substrate
Modern Python toolchain substrate.
motion-advanced
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences…
mugiwara
> Use when this capability is needed.
multi-lsp
This skill should be used when the user asks about "LSP", "language server", "gopls", "pyright", "rust-analyzer", "typescript-language-serve…
n8n-cli-from-mcp
Convert an MCP server or Claude Code skill into an n8n workflow.
new_hwpx_master
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…
newsbox
newsbox 是「采集层」CLI + SDK：从 RSS / 网页采集 AI 信源 → 落进 ~/.newsbox/raw.db（业务投影是 articlesraw 表；
nodejs-express
Node.js + Express backend patterns.
noui-generalize
Use this skill when the user wants to generalize a recorded MCP workflow, rename tools to readable names, replace raw API params with natura…
noui-generate-mcp
Use this skill when the user wants to start, stop, check, or list generated NoUI MCP servers, or connect a server to Claude Code.
oauth-ops
Use when diagnosing, operating, or standardizing Hub LLM OAuth refresh/reimport incidents for Claude Code OAuth, OpenAI Codex OAuth, Gemini…
objc-swift-ios
Objective-C-first layout, headers, and Swift interop for this iOS persistence repo 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…
ollama-local-llm-runner-and-model-server
Ollama runs large language models locally with a simple CLI and REST API.
onefetch-git-repository-information-and-statistics-cli
onefetch is a Rust CLI tool that displays project information and code statistics for Git repositories directly in the terminal.
Open Policy Agent (OPA)
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
openclaw-pr-maintainer
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener id…
openlore-write-tests
Write real tests for a function or spec scenario — language-agnostic (TypeScript, Python, C++…).
orquestra-mcp-connect
| Use when this capability is needed.
owasp-security-standards
Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web appl…
Packer Image Builder
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
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.
performing-kubernetes-penetration-testing
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability…
Pod CrashLoop Runbook
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:20…
pr-flow
| Use when this capability is needed.
pymapdl-cli
How to use the PyMAPDL command-line interface to start, stop, list, and execute commands on MAPDL instances from a terminal.
Pytest Fixture Generator
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->;
qprisma-doc-sync
Keep QPrisma documentation, Copilot instructions, agents, skills, PR templates, and changelog synchronized with implementation and workflow…
quicktype-json-schema-to-typed-code-generator
Generate strongly-typed models and serializers from JSON, JSON Schema, TypeScript, and GraphQL queries in 20+ programming languages.
Rapid Research Loop
Lightweight research playbook optimized for the FF-Terminal agent.
rapid-research
Lightweight research playbook optimized for the FF-Terminal agent.
readme-blueprint-generator
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation.
refactor
| Use when this capability is needed.
release-and-publish
> Use when this capability is needed.
research-paper
Enterprise-grade autonomous research paper generation skill for AI coding agents — full papers, literature reviews, theses, whitepapers, sur…
research-summarizer
这是一个结构化的研究摘要工作流程，能够将冗长的原始材料转化为实用的简报。专为产品经理、分析师、创业者以及所有需要阅读大量资料的人设计。
resolve-code-review
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 ite…
rest-assured
| Use when this capability is needed.
retrospect
This skill reviews the current chat session and GitHub Copilot instructions to identify user-reported issues that should become new lessons,…
revalidation
Revalidate Codex project instructions, agents, skills, or migrated AI configuration.
review
| Use when this capability is needed.
roast-me
Sharp professional roast-style critique for code, architecture, docs, UI, specs, plans, prompts, or ideas when user asks for brutal feedback…
rule-creator
为不同 IDE 工具创建有效的 AI 代理规则。
rule-quality-evaluator
Evaluate the quality of existing agent instruction rule sets — CLAUDE.md, AGENTS.md, .cursorrules, copilot-instructions.md, or any coding-ag…
rust-quality-gates
Set up Rust quality gates (cargo check/build, clippy, rustfmt, dead code, unused deps via cargo-machete, doc build, tests) in any Rust repo,…
rust-security
| Use when this capability is needed.
scaffold-go-cli
>- Use when this capability is needed.
scaffold-go-library
>- Use when this capability is needed.
scaffold-new-repo
>- Use when this capability is needed.
scaffold-rust-cli
>- Use when this capability is needed.
senior-architect
Comprehensive software architecture skill for designing scalable, maintainable systems across web, mobile, and backend stacks (React, Next.j…
sentry-selfhosted
| Use when this capability is needed.
seo-audit
Run a full SEO, AEO, and LLM discoverability audit on cc4.marketing Use when this capability is needed.
seo-content
2026 SEO content writing for marketing sites — search intent, on-page structure, keyword research, E-E-A-T, internal linking, and AI Overvie…
server
Test, analyze, or start Docker for the server project Use when this capability is needed.
setup-agent-files
Set up or update repository agent instruction files after installing skills.
setup-caliber
Sets up Caliber for automatic AI agent context sync.
setup-codex-agenticapps-workflow
| Use when this capability is needed.
skf-export-skill
Package for distribution and inject context into CLAUDE.md/AGENTS.md/.cursorrules.
skill-audit
Audits a Claude Code / Agent SDK skill (or folder of skills) against 10 QA Use when this capability is needed.
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.
splunk-observability-aws-integration
>- Use when this capability is needed.
sql-database-assistant
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs…
sql-database-patterns
Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
sql-fundamentals
| Use when this capability is needed.
sql-server
| Use when this capability is needed.
sqlmodel
Build SQL database integrations with SQLModel for FastAPI projects.
supabase-mcp-server-for-database-and-project-management
Use when working with an official MCP server that connects Supabase projects to AI assistants like Claude, Cursor, and Windsurf.
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 -->
swift-development
> Use when this capability is needed.
swift-ios-development
>- Use when this capability is needed.
swift-review
Review Swift/iOS code: SwiftUI, Combine, UIKit, App Store guidelines and iOS architecture Use when this capability is needed.
sync-context
| Use when this capability is needed.
telegram-bot-creator
Complete Telegram bot creation for AI agents and pipelines.
Terraform Cloud MCP Server
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
terraform-module-registry
Basic usage or getting-started notes: Use when this capability is needed.
Terrascan Policy Scanner
No source-backed install or usage instructions could be extracted automatically.
todoist-api
Manage Todoist tasks, projects, sections, labels, and comments via the REST API v2 using curl and jq.
tokenkey-stage0-edge-ip-rotation
>- The deploy workflow now owns rotation end-to-end; this skill is a thin wrapper that decides which workflow input to pass, not a sequence…
tokenkey-stage0-edge-lightsail-expansion
>- 适用于 TokenKey fork of sub2api。Lightsail Edge 与 EC2 Edge 并行（不是替代）。
tokenkey-stage0-edge-lightsail-ip-rotation
>- 适用于通过 deploy-edge-lightsail-stage0.yml 部署的 Lightsail Edge（与 EC2 EIP 路径不通用）。
tool-fabricator
When no existing engineering tool fits the problem, the fabricator creates a new one from scratch.
tracecat-repo-sync
Activate when user asks to sync, push, or publish local Tracecat MCP server code or Claude Code skills to their GitHub repositories Use when…
training-machine-learning-models
| Use when this capability is needed.
trello
Manage Trello boards, lists, and cards via the Trello REST API.
ui-prompt-generator
你是 UI 提示词设计师，负责根据产品需求文档（Product-Spec.md）自动生成原型图提示词。你的核心职责是： 根据产品特点和目标用户，选择合适的视觉风格： 按照 templates/ui-prompt-template.md 的格式，为每个核心功能生成： 严格按照 te…
ui-to-vue
Use when the user has UI screenshots or design exports that need batch conversion into Vue 3 components, especially with Vant, Element Plus,…
universal-skills-marketplace
Use when building, designing, extending, or consuming the ClaudOpenAI unofficial cross-ecosystem skills marketplace — a Context7-pattern MCP…
using-git-branchless
Use when working in a git repo that uses git-branchless or stacked-diffs workflow.
usmds
Use when building React Native mobile apps with the U.S.
veda-ui-system
World-class UI для Veda на Untitled UI React v8.
verify-language
Language-specific verification for Python, TypeScript/JavaScript, and Go.
vfs-developer
Implement features and fix bugs for the vfs-s3 project.
vllm-configuration
|- Use when this capability is needed.
voice
> Use when this capability is needed.
vscode-copilot-customization
> Use when this capability is needed.
wave-planner-claude
Plan and execute large multi-step, multi-stack changes with contract-first waves, parallel worker ownership, user approval gates, ordered in…
wecom-smartsheet-add-records
本skill提供了企业微信智能表格添加记录的正确操作方法，确保不同数据类型（数字、日期、文本等）都能按照企业微信API的要求正确处理。
weights-biases-run-monitor
Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs.
wiki-js-modern-open-source-wiki-platform-on-node-js
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…
wren-mcp-setup
Set up Wren Engine MCP server via Docker and register it with an AI agent.
x-search-skill
Search X posts and get Grok-grounded summaries via the local x-search CLI.