fight-club

Register and fight on OpenSwarm Fight Club — an agent-vs-agent arena. Use when an agent wants to join OpenSwarm, register, fight other agents, check leaderboards, send messages, or join channels. Handles registration (reverse CAPTCHA), fights (code/debate/riddle/freestyle), messaging, and channels.


messaging-agents

Send messages to other agents on your server. Use when you need to communicate with, query, or delegate tasks to another agent.


browserless-agent

Professional web automation with headless browser - navigate, scrape, automate, test, and interact with any website.


browser-ladder

Climb the browser ladder — start free, escalate only when needed. L1 (fetch) → L2 (local Playwright) → L3 (BrowserCat) → L4 (Browserless.io for CAPTCHA/bot bypass).


nas-movie-download

Search and download movies via Jackett and qBittorrent. Use when user wants to download movies or videos from torrent sources, search for specific movie titles, or manage movie downloads.


salesforce-automation

Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.


evernote

Manage notes, notebooks, and tags via Evernote API. Create, search, and organize notes programmatically.


wps-ppt-automation

Automate common PowerPoint/WPS Presentation operations on Windows via COM (read text/notes/outline, export PDF/images, replace text, insert/delete slides, unify font/size/theme, extract images/media). Use for single-presentation actions (no batch).


rag-implementation

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.


Use Context7 to fetch up-to-date library documentation. Activates when the user asks about libraries, frameworks, API references, or needs code examples — especially for setup questions, code generation, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.


langgraph-docs

Use this skill for requests related to LangGraph in order to fetch relevant documentation to provide accurate, up-to-date guidance.


telnetshell

Use telnet to interact with IoT device shells for pentesting operations including device enumeration, vulnerability discovery, credential testing, and post-exploitation. Use when the user needs to interact with network-accessible shells, IoT devices, or telnet services.


writing-user-outputs

CLI output formatting standards for worktrunk. Use when writing user-facing messages, error handling, progress output, hints, warnings, or working with the output system.


pentest-checklist

This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "follow security testing best practices", or needs a structured methodology for penetration testing engagements.


vibe-workflow

Complete 5-step workflow to build an MVP from idea to launch. Use when the user wants to start a new project from scratch, go through the full workflow, or says "help me build an MVP", "start new project", or "vibe coding workflow".


notebooklm

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.


zlibrary-to-notebooklm

自动从 Z-Library 下载书籍并上传到 Google NotebookLM。支持 PDF/EPUB 格式，自动转换，一键创建知识库。


clawdstocks

Client/SDK + workflow for Clawdbot bots to participate on ClawdStocks.com. Fetches /spec, validates payloads, reads thread context, and posts new threads, structured 5-pillar research (Story, Growth, Valuation, News, Upcoming Catalysts), comments, and votes using X-API-Key. Use when building a bot that debates stocks on ClawdStocks or debugging API payload validation.


openapi-spec-generation

Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.


pre-release

Automates release preparation for throttled-py. Triggers when user message contains:
- "release vX.Y.Z" with a GitHub release draft URL
- "release vX.Y.Z" followed by changelog content
Tasks: update version numbers, sync CHANGELOG_EN.rst and CHANGELOG.rst, run dependency sync.


migrating-to-tuist-generated-projects

Migrates existing Xcode projects to Tuist generated workspaces with build and run validation, external dependency mapping, and migration checklists. Use when adopting Tuist for an existing app or converting a hand-edited Xcode project to generated projects.


elixir-dev

Elixir/Phoenix development companion. Run and interpret mix test, mix credo, mix dialyzer, mix format. Generate modules following OTP conventions: contexts, schemas, GenServers, supervisors, tasks. Debug compilation errors and warnings. Help with Ecto migrations, queries, changesets, and associations. Use for any Elixir or Phoenix development task including writing modules, fixing tests, refactoring code, or understanding OTP patterns.


dokku

Installs, upgrades, and uses Dokku to create apps, deploy, run one-off/background tasks, and clean up containers. Use when the user asks to install or upgrade Dokku, deploy to Dokku, install an app, run something in the background, or clean up Dokku/containers. Trigger terms: dokku, install dokku, upgrade dokku, migration guide, deploy, cleanup, prune, containers.


context

Get comprehensive context about a location including nearby places, area description, and optional weather. Use when you need to understand what's around a location or provide location-aware recommendations.


notion-research-documentation

Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.


literature-review

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).


claude-code-guide

Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best practices for interacting with the agent.


ms-onedrive-personal-graph

Access OneDrive Personal (consumer Microsoft accounts) via Microsoft Graph using OAuth device-code flow. Supports ls/mkdir/upload/download/info; safe-by-default (no delete).


excel-online

Read and write Excel files via Microsoft Graph API. Manage workbooks, worksheets, and cells in OneDrive/SharePoint.


ui-development

Build UI with Redpanda Registry components, Tailwind v4, and accessibility best practices.


outlook

Microsoft Outlook API integration with managed OAuth. Read, send, and manage emails, folders, calendar events, and contacts via Microsoft Graph. Use this skill when users want to interact with Outlook. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).


csharp-pro

Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use PROACTIVELY for C# refactoring, performance optimization, or complex .NET solutions.


workflow-skill-designer

Meta-skill for designing orchestrator+phases structured workflow skills. Creates SKILL.md coordinator with progressive phase loading, TodoWrite patterns, and data flow. Triggers on "design workflow skill", "create workflow skill", "workflow skill designer".


para-pkm

Manage PARA-based personal knowledge management (PKM) systems using Projects, Areas, Resources, and Archives organization method. Use when users need to (1) Create a new PARA knowledge base, (2) Organize or reorganize existing knowledge bases into PARA structure, (3) Decide where content belongs in PARA (Projects vs Areas vs Resources vs Archives), (4) Create AI-friendly navigation files for knowledge bases, (5) Archive completed projects, (6) Validate PARA structure, or (7) Learn PARA organizational patterns for specific use cases (developers, consultants, researchers, etc.)


codex-quota

Check OpenAI Codex CLI rate limit status (daily/weekly quotas) using local session logs. Portable Python script.


sql-queries

Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). Use when writing queries, optimizing slow SQL, translating between dialects, or building complex analytical queries with CTEs, window functions, or aggregations.


llm-models

Access Claude, Gemini, Kimi, GLM and 100+ LLMs via inference.sh CLI using OpenRouter.
Models: Claude Opus 4.5, Claude Sonnet 4.5, Claude Haiku 4.5, Gemini 3 Pro, Kimi K2, GLM-4.6, Intellect 3.
One API for all models with automatic fallback and cost optimization.
Use for: AI assistants, code generation, reasoning, agents, chat, content generation.
Triggers: claude api, openrouter, llm api, claude sonnet, claude opus, gemini api, kimi,
language model, gpt alternative, anthropic api, ai model api, llm access, chat api,
claude alternative, openai alternative


computer-use

Full desktop computer use for headless Linux servers and VPS. Creates a virtual display (Xvfb + XFCE) to control GUI applications without a physical monitor. Screenshots, mouse clicks, keyboard input, scrolling, dragging — all 17 standard actions. Model-agnostic, works with any LLM.


skill-exporter

Export Clawdbot skills as standalone, deployable microservices. Use when you want to dockerize a skill, deploy it to Railway or Fly.io, or create an independent API service. Generates Dockerfile, FastAPI wrapper, requirements.txt, deployment configs, and optional LLM client integration.


comanda

Generate, visualize, and execute declarative AI pipelines using the comanda CLI. Use when creating LLM workflows from natural language, viewing workflow charts, editing YAML workflow files, or processing/running comanda workflows. Supports multi-model orchestration (OpenAI, Anthropic, Google, Ollama, Claude Code, Gemini CLI, Codex).


phoenix-cli

Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, review experiments, and inspect datasets. Use when debugging AI/LLM applications, analyzing trace data, working with Phoenix observability, or investigating LLM performance issues.


linearis

Linear.app CLI for issue tracking. Use for listing, creating, updating, and searching Linear issues, comments, documents, cycles, and projects. Optimized for LLM agents with JSON output.


biomni

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.


test-changes

Use after making changes to run terraform fmt, validate, and plan against test environment


nuxt-modules

Use when creating Nuxt modules: (1) Published npm modules (@nuxtjs/, nuxt-), (2) Local project modules (modules/ directory), (3) Runtime extensions (components, composables, plugins), (4) Server extensions (API routes, middleware), (5) Releasing/publishing modules to npm, (6) Setting up CI/CD workflows for modules. Provides defineNuxtModule patterns, Kit utilities, hooks, E2E testing, and release automation.


unified-execute-parallel

Worktree-based parallel execution engine. Execute group tasks in isolated Git worktree. Codex-optimized.


skill-installer

Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private repos).


rust-pro

Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. Expert in the latest Rust ecosystem including Tokio, axum, and cutting-edge crates. Use PROACTIVELY for Rust development, performance optimization, or systems programming.


julia-pro

Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. Expert in the Julia ecosystem including package management, scientific computing, and high-performance numerical code. Use PROACTIVELY for Julia development, optimization, or advanced Julia patterns.


aflpp

AFL++ is a fork of AFL with better fuzzing performance and advanced features. Use for multi-core fuzzing of C/C++ projects.


benchling-integration

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.


workflow-plan

5-phase planning workflow with action-planning-agent task generation, outputs IMPL_PLAN.md and task JSONs. Triggers on "workflow:plan".


collaborative-plan-with-file

Parallel collaborative planning with Plan Note - Multi-agent parallel task generation, unified plan-note.md, conflict detection. Codex subagent-optimized.


collaborative-plan-parallel

Parallel collaborative planning with Execution Groups - Multi-codex parallel task generation, execution group assignment, multi-branch strategy. Codex-optimized.


Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, or working with webhook data in workflows.


prezentit

Generate beautiful AI-powered presentations instantly. Create professional slides with custom themes, visual designs, and speaker notes—all through natural language commands.


financial-statements

Generate income statements, balance sheets, and cash flow statements with GAAP presentation and period-over-period comparison. Use when preparing financial statements, running flux analysis, or creating P&L reports with variance commentary.


Feature development guides for OneKey. Use when adding new chains, socket events, notifications, pages, or routes. Covers blockchain integration, WebSocket subscriptions, push notifications, and navigation patterns.


bk-monitor-weekly-report

通过 GitHub MCP 获取用户 PR 并生成周报。当用户提到生成周报、写周报时使用。


jules-api

Use the Jules REST API (v1alpha) via curl to list sources, create sessions, monitor activities, approve plans, send messages, and retrieve outputs (e.g., PR URLs). Use when the user wants to delegate coding tasks to Jules programmatically.


better-auth

Implement authentication and authorization with Better Auth - a framework-agnostic TypeScript authentication framework. Features include email/password authentication with verification, OAuth providers (Google, GitHub, Discord, etc.), two-factor authentication (TOTP, SMS), passkeys/WebAuthn support, session management, role-based access control (RBAC), rate limiting, and database adapters. Use when adding authentication to applications, implementing OAuth flows, setting up 2FA/MFA, managing user sessions, configuring authorization rules, or building secure authentication systems for web applications.


database-schema-designer

Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constraint design, and performance optimization. Ensures data integrity, query performance, and maintainable data models.


schema-designer

Help design database schemas, create tables, and plan data models. Activates when users ask to create tables, design schemas, or model data relationships.


ios-developer

Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. Use PROACTIVELY for iOS-specific features, App Store optimization, or native iOS development.


openclast-wallet

Guides the agent in Openclast/Openclaw wallet usage, approvals, and safety rules. Use when users ask about wallet setup, balances, transactions, approvals, or key export.


compound-learnings

Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".


billing

Debug, edit, and fix billing endpoints. Covers legacy endpoints (attach/checkout/cancel) and the new v2 4-layer architecture (setup, compute, evaluate, execute). Use when working on billing, subscription, invoicing, or Stripe integration code.


add-pattern

Use this skill when you learn one or more design pattern(s) in the Langroid (multi) agent framework, and want to make a note for future reference for yourself. Use this either autonomously, or when asked by the user to record a new pattern.


write-script-powershell

MUST use when writing PowerShell scripts.


ve-exchange-rates

Get Venezuelan exchange rates - BCV official rate, Binance P2P USDT average, and the gap between them. Use when user asks for Venezuelan dollar rates, brecha cambiaria, dolar BCV, USDT P2P, or exchange rates in Venezuela.


pysam

Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.


ping-monitor

ICMP health check for hosts, phones, and daemons


supabase

Query Supabase projects - count users, list signups, check stats. Use for database queries and user analytics.


moai-workflow-loop

Ralph Engine - Automated feedback loop with LSP diagnostics and AST-grep integration for continuous code quality improvement. Use when implementing error-driven development, automated fixing, or continuous quality validation workflows.


spec-kit-skill

GitHub Spec-Kit integration for constitution-based spec-driven development. 7-phase workflow. Triggers: "spec-kit", "speckit", "constitution", "specify", ".specify/", "规格驱动开发", "需求规格".


openindex-cli

End-to-end encrypted messaging for AI agents. Register unique usernames and send cryptographically private messages with blinded inboxes. Create encrypted group chats with Sender Keys protocol. Set your profile with username, description, public key and EVM crypto address. Search for other AI agents based on their usernames and descriptions. Also supports multi-chain crypto transfers (ETH, Base, BSC) to @username.


shitty-email

Create and manage temporary disposable email inboxes


flomo-notes

Save notes to Flomo via the Flomo inbox webhook. Use when the user says "save to flomo", "记录到 flomo", "flomo note", or asks to store a note in flomo.


linkedin-monitor

Bulletproof LinkedIn inbox monitoring with progressive autonomy. Monitors messages hourly, drafts replies in your voice, and alerts you to new conversations. Supports 4 autonomy levels from monitor-only to full autonomous.


project-overview

Complete project architecture and structure guide. Use when exploring the codebase, understanding project organization, finding files, or needing comprehensive architectural context. Triggers on architecture questions, directory navigation, or project overview needs.


ecs

AWS ECS container orchestration for running Docker containers. Use when deploying containerized applications, configuring task definitions, setting up services, managing clusters, or troubleshooting container issues.


Write an essay that will be posted in your e-portfolio in which you describe your favorite childhood toy


create-an-asset

Generate tailored sales assets (landing pages, decks, one-pagers, workflow demos) from your deal context. Describe your prospect, audience, and goal — get a polished, branded asset ready to share with customers.


bloblang-authoring

This skill should be used when users need to create or debug Bloblang transformation scripts. Trigger when users ask about transforming data, mapping fields, parsing JSON/CSV/XML, converting timestamps, filtering arrays, or mention "bloblang", "blobl", "mapping processor", or describe any data transformation need like "convert this to that" or "transform my JSON".


positron-issue-creator

This skill should be used when drafting GitHub issues for the Positron repository. It provides workflows for searching duplicates, selecting appropriate labels, gathering complete context through questioning, and writing terse, fluff-free issues that precisely describe what is needed or wrong. The skill prepares issues for manual submission by the user. Use this skill when the user asks to draft or prepare an issue for Positron.


morning-email-rollup

Daily morning rollup of important emails and calendar events at 8am with AI-generated summaries


This skill should be used when the user asks to "style a component", "add CSS", "write SCSS", "create styles", "use Bootstrap", mentions responsive design, breakpoints, spacing utilities, or wants to customize Bootstrap components with SCSS.


Guide Claude through SCSA, MetaTiME, CellVote, CellMatch, GPTAnno, and weighted KNN transfer workflows for annotating single-cell modalities.


performance-optimization

Apply systematic performance optimization techniques for Python and Rust code: estimation + profiling, API/bulk design, algorithmic wins, cache-friendly memory layout, fewer allocations, fast paths, caching, and compiler-friendly hot loops. Use for performance code reviews, refactors, and profiling-driven optimizations. Keywords: performance, latency, throughput, cache, allocation, memory layout, PyO3, msgspec, tokio, async, pprof, py-spy, perf.


technical-writer

Creates clear documentation, API references, guides, and technical content for developers and users.
Use when: writing documentation, creating README files, documenting APIs, writing tutorials,
creating user guides, or when user mentions documentation, technical writing, or needs help
explaining technical concepts clearly.


octocode-documentaion-writer

Generate comprehensive documentation with intelligent orchestration and parallel execution


spec

Implement features using Spec Driven Development (SDD) workflow. Creates design and task documents with approval gates.


clawver-digital-products

Create and sell digital products on Clawver. Upload files, set pricing, publish listings, track downloads. Use when selling digital goods like art packs, ebooks, templates, software, or downloadable content.


stremio-cast

Busca conteúdo no Stremio Web e transmite para dispositivos Chromecast usando CATT e Playwright. Use para reproduzir filmes e séries diretamente do Stremio em TVs.


next-cache-components

Next.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag


story-video

Convert narrated stories (audio + text) into YouTube Shorts videos (9:16 portrait) with synced subtitles, dynamic background images matched to story content, and professional subtitle effects.


clipit

The master tool for all advanced audio/video processing. Use this to trim, cut, find segments, isolate vocals, or dub content from YouTube URLs or local files.


reflect

Analyze the current session and propose improvements to skills. **Proactively invoke this skill** when you notice user corrections after skill usage, or at the end of skill-heavy sessions. Also use when user says "reflect", "improve skill", or "learn from this".


python-repl

Interactive Python REPL automation with common helpers and best practices


integration-tests

Run the integration-tests pipeline that depends on a local npm registry (Verdaccio). Use when asked to execute integration tests or local publish workflows in this repo.


run-integration-tests

Build, pack, and run .NET MAUI integration tests locally. Validates templates, samples, and end-to-end scenarios using the local workload.


local-testing

Local testing setup - start dev server with mock Claude and run tests (unit tests, CLI E2E)


starlink

Control Starlink dish via local gRPC API. Get status, list WiFi clients, run speed tests, stow/unstow dish, reboot, and get GPS location. Use when the user asks about Starlink, internet status, connected devices, or satellite connectivity.


docs-seeker

Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in llms.txt format, (3) GitHub repository analysis, (4) Documentation without direct llms.txt support, (5) Multiple documentation sources in parallel


parakeet-stt

Local speech-to-text with NVIDIA Parakeet TDT 0.6B v3 (ONNX on CPU). 30x faster than Whisper, 25 languages, auto-detection, OpenAI-compatible API. Use when transcribing audio files, converting speech to text, or processing voice recordings locally without cloud APIs.


ultraqa

QA cycling workflow - test, verify, fix, repeat until goal met


stock-info-explorer

A Yahoo Finance (yfinance) powered financial analysis tool. Get real-time quotes, generate high-resolution charts with moving averages + indicators (RSI/MACD/Bollinger/VWAP/ATR), summarize fundamentals, and run a one-shot report that outputs both a text summary and a Pro chart.


metal-kernel

Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon. Covers native_functions.yaml dispatch, host-side operators, and Metal kernel implementation.


llama-cpp

Runs LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment, M1/M2/M3 Macs, AMD/Intel GPUs, or when CUDA is unavailable. Supports GGUF quantization (1.5-8 bit) for reduced memory and 4-10× speedup vs PyTorch on CPU.


Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA kernels, and native operator implementations.


clawlist

MUST use for any multi-step project, long-running task, or infinite monitoring workflow. Plan, execute, track, and verify tasks with checkpoint validation. For projects, automation, and ongoing operations.


pylabrobot

Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workflows, programming liquid handling robots (Hamilton STAR, Opentrons OT-2, Tecan EVO), integrating lab equipment, managing deck layouts and resources (plates, tips, containers), reading plates, or creating reproducible laboratory protocols. Applicable for both simulated protocols and physical hardware control.


terraform-skill

Terraform infrastructure as code best practices


macos-spm-app-packaging

Scaffold, build, and package SwiftPM-based macOS apps without an Xcode project. Use when you need a from-scratch macOS app layout, SwiftPM targets/resources, a custom .app bundle assembly script, or signing/notarization/appcast steps outside Xcode.


docstrange

Document extraction API by Nanonets. Convert PDFs and images to markdown, JSON, or CSV with confidence scoring. Use when you need to OCR documents, extract invoice fields, parse receipts, or convert tables to structured data.


bilibili-monitor

生成B站热门视频日报并发送邮件。触发词：B站热门、bilibili日报、视频日报、热门视频


billing-automation

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.


aws-serverless

Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization.


lambda

AWS Lambda serverless functions for event-driven compute. Use when creating functions, configuring triggers, debugging invocations, optimizing cold starts, setting up event source mappings, or managing layers.


railway-database

Add official Railway database services (Postgres, Redis, MySQL, MongoDB). Use when user wants to add a database, says "add postgres", "add redis", "add database", "connect to database", or "wire up the database". For other templates (Ghost, Strapi, n8n), use the railway-templates skill.


railway-templates

Search and deploy services from Railway's template marketplace. Use when user wants to add a service from a template, find templates for a specific use case, or deploy tools like Ghost, Strapi, n8n, Minio, Uptime Kuma, etc. For databases (Postgres, Redis, MySQL, MongoDB), prefer the railway-database skill.


mcp-integration

This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.


You are a children’s book writer writing for children aged 10-18 you write in the style of JK Rowling


go-linter-configuration

Configure and troubleshoot golangci-lint for Go projects. Handle import resolution issues, type-checking problems, and optimize configurations for both local and CI environments.


swift-concurrency

Expert guidance on Swift Concurrency best practices, patterns, and implementation. Use when developers mention: (1) Swift Concurrency, async/await, actors, or tasks, (2) "use Swift Concurrency" or "modern concurrency patterns", (3) migrating to Swift 6, (4) data races or thread safety issues, (5) refactoring closures to async/await, (6) @MainActor, Sendable, or actor isolation, (7) concurrent code architecture or performance optimization, (8) concurrency-related linter warnings (SwiftLint or similar; e.g. async_without_await, Sendable/actor isolation/MainActor lint).


nuxt-ui

Use when building styled UI or working with @nuxt/ui v4 components (Button, Modal, Form, Table, etc.) - provides ready-to-use components with Tailwind Variants theming. Use vue skill for raw component patterns, reka-ui for headless primitives.


CRITICAL: Use for mutability issues. Triggers: E0596, E0499, E0502, cannot borrow as mutable, already borrowed as immutable, mut, &mut, interior mutability, Cell, RefCell, Mutex, RwLock, 可变性, 内部可变性, 借用冲突


who-growth-charts

Generate WHO child growth charts (height, weight, BMI) with percentile curves. Downloads official WHO reference data on demand. Use when users ask about child growth tracking, percentiles, or want growth charts for their kids.


content-advisory

Lookup detailed content ratings for movies and TV shows (sex/nudity, violence/gore, language) from Kids-In-Mind.


seaborn

Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures.


Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.


html-slides

Create interactive HTML presentations using reveal.js - the web's most popular presentation framework


dplug-framework

Create beautiful audio plug-ins using the D language. Process audio files using existing VST2 plugins. You should use this skill when the user asks to modify audio files, or create an audio plug-in.


unifi

Query and monitor UniFi network via local gateway API (Cloud Gateway Max / UniFi OS). Use when the user asks to "check UniFi", "list UniFi devices", "show who's on the network", "UniFi clients", "UniFi health", "top apps", "network alerts", "UniFi DPI", or mentions UniFi monitoring/status/dashboard.


linux-patcher

Automated Linux server patching and Docker container updates. Use when the user asks to update, patch, or upgrade Linux servers, apply security updates, update Docker containers, check for system updates, or manage server maintenance across multiple hosts. Supports Ubuntu, Debian, RHEL, AlmaLinux, Rocky Linux, CentOS, Amazon Linux, and SUSE. Includes PatchMon integration for automatic host detection and intelligent Docker handling.


docker-pro-diagnostic

Advanced log analysis for Docker containers using signal extraction.


klaviyo-api

Klaviyo API integration with managed OAuth. Access profiles, lists, segments, campaigns, flows, events, metrics, templates, catalogs, and webhooks. Use this skill when users want to manage email marketing, customer data, or integrate with Klaviyo workflows. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).


email-best-practices

Use when building email features, emails going to spam, high bounce rates, setting up SPF/DKIM/DMARC authentication, implementing email capture, ensuring compliance (CAN-SPAM, GDPR, CASL), handling webhooks, retry logic, or deciding transactional vs marketing.


tooluniverse-target-research

Gather comprehensive biological target intelligence from 9 parallel research paths covering protein info, structure, interactions, pathways, expression, variants, drug interactions, and literature. Features collision-aware searches, evidence grading (T1-T4), explicit Open Targets coverage, and mandatory completeness auditing. Use when users ask about drug targets, proteins, genes, or need target validation, druggability assessment, or comprehensive target profiling.


comprehensive-research-agent

Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls


vibe-research

Deep research and market validation for app ideas. Use when starting a new project, validating an idea, or when the user says "research my idea", "validate my app", or "help me start a new project".


lamindb

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.


front

Front.app API for managing conversations, messages, comments, and team collaboration.


nft-standards

Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.


remotion-video-toolkit

Complete toolkit for programmatic video creation with Remotion + React. Covers animations, timing, rendering (CLI/Node.js/Lambda/Cloud Run), captions, 3D, charts, text effects, transitions, and media handling. Use when writing Remotion code, building video generation pipelines, or creating data-driven video templates.


youtube-analytics

YouTube Data API v3 analytics toolkit. Analyze YouTube channels, videos, and search results. Use when the user asks to: check YouTube channel stats, analyze video performance, compare channels, search for videos, get subscriber counts, view engagement metrics, find trending videos, get channel uploads, or analyze YouTube competition. Requires a YouTube Data API v3 key from Google Cloud Console.


plaid-fintech

Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices. Use when: plaid, bank account linking, bank connection, ach, account aggregation.


monzo

Access Monzo bank account - check balance, view transactions, manage pots, send feed notifications. For personal finance queries and banking automation.


gpui-layout-and-style

Layout and styling in GPUI. Use when styling components, layout systems, or CSS-like properties.


gpui-element

Implementing custom elements using GPUI's low-level Element API (vs. high-level Render/RenderOnce APIs). Use when you need maximum control over layout, prepaint, and paint phases for complex, performance-critical custom UI components that cannot be achieved with Render/RenderOnce traits.


gpui-event

Event handling and subscriptions in GPUI. Use when implementing events, observers, or event-driven patterns. Supports custom events, entity observations, and event subscriptions for coordinating between components.


gpui-entity

Entity management and state handling in GPUI. Use when working with entities, managing component state, coordinating between components, handling async operations with state updates, or implementing reactive patterns. Entities provide safe concurrent access to application state.


gpui-test

Writing tests for GPUI applications. Use when testing components, async operations, or UI behavior.


new-component

Create new GPUI components. Use when building components, writing UI elements, or creating new component implementations.


agentic-paper-digest-skill

Fetches and summarizes recent arXiv and Hugging Face papers with Agentic Paper Digest. Use when the user wants a paper digest, a JSON feed of recent papers, or to run the arXiv/HF pipeline.


hf-mem

CLI to estimate the required VRAM to load Safetensors models for inference from the Hugging Face Hub (Transformers, Diffusers and Sentence Transformers)


hugging-face-trackio

Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API) or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard visualization, HF Space syncing, and JSON output for automation.


hugging-face-cli

Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run compute jobs on HF infrastructure. Covers authentication, file transfers, repository creation, cache operations, and cloud compute.


hugging-face-datasets

Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.


hf-mcp

Use Hugging Face Hub via MCP server tools. Search models, datasets, Spaces, papers. Get repo details, fetch documentation, run compute jobs, and use Gradio Spaces as AI tools. Available when connected to the HF MCP server.


task-coordination-strategies

Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.


agent-orchestrator

Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion.

MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks


dx-optimizer

Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.


mux-video

Mux Video infrastructure skill for designing, ingesting, transcoding/packaging, playback ID policy, live streaming, clipping, and observability with Mux Data. Use when architecting or operating Mux-based video pipelines, live workflows, playback security, or diagnosing playback issues.


system-monitor

Check the current CPU, RAM, and GPU status of the local server.


confidence-check

Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS references, and root cause identification.


nano-banana-antigravity

Generate or edit images via Nano Banana Pro using Antigravity OAuth (no API key needed!)


nano-banana-pro

Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).


tiktok-ai-model-generator

Generate AI model videos for TikTok livestreams using Pinterest, Claude, Nano Banana Pro, and Veo or Kling. Use for creating AI-generated fashion models wearing products, animating them into videos, or building automated TikTok content production workflows. This skill provides a complete 4-step workflow covering Pinterest reference selection, Claude JSON prompt generation, Nano Banana Pro image generation, and video animation. Perfect for e-commerce sellers, content creators, and TikTok marketers who need AI models to showcase products.


nano-triple

Generate 3 images with Nano Banana Pro using the same prompt. Pick the best, or give feedback on any option to get 3 refined versions.


create-dxf

Create RFQ-ready 2D DXF (and optional SVG preview) files from a strict, validated JSON spec derived from a natural-language design prompt. Use for sheet/plate parts (waterjet/laser/router) like mounting plates, gussets, brackets, hole patterns, and slots.


jules-cli

Interact with the Jules CLI to manage asynchronous coding sessions. Use this skill sparingly for complex, isolated tasks that benefit from a remote VM.


Generate CLI tools from OpenAPI specs. Built for AI agents who hate writing curl commands.


promptl

PromptL syntax guide for writing prompts in the Latitude platform. This skill should be used when writing, reviewing, or editing PromptL prompts. Triggers on tasks involving creating prompts, configuring LLM parameters, using variables, conditionals, loops, chains, tools, agents, or any prompt engineering in Latitude.


foundry

Self-writing meta-extension that forges new capabilities — researches docs, writes extensions, tools, hooks, and skills


graph

How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allocation, attributes, and cleanup.


algorithmic-art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.


csvkit-next-advanced-csv-toolkit

Transform, filter, merge, validate, and analyze CSV files. Zero dependencies. Powerful CSV processing from command line. Free CLI tool.


jq

Command-line JSON processor. Extract, filter, transform JSON.


moltoverflow

Stack Overflow for Moltbots - ask coding questions, share solutions


prompt-assemble

Token-safe prompt assembly with memory orchestration. Use for any agent that needs to construct LLM prompts with memory retrieval. Guarantees no API failure due to token overflow. Implements two-phase context construction, memory safety valve, and hard limits on memory injection.


smart-router

Expertise-aware model router with semantic domain scoring, context-overflow protection, and security redaction. Automatically selects the optimal AI model using weighted expertise scoring (Feb 2026 benchmarks). Supports Claude, GPT, Gemini, Grok with automatic fallback chains, HITL gates, and cost optimization.


lobsterpot

Share and discover technical solutions with other AI agents. Stack Overflow for agents.


molt-overflow

Stack Overflow for AI agents. Ask questions, get answers, build reputation.


Solidity smart contract security auditor. Detect reentrancy, overflow, access control issues. 50+ vulnerability patterns. CI/CD ready. Free CLI tool.


substrate-vulnerability-scanner

Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin checks. Use when auditing Substrate runtimes or FRAME pallets.


answeroverflow

Search indexed Discord community discussions via Answer Overflow. Find solutions to coding problems, library issues, and community Q&A that only exist in Discord conversations.


storage-format

SQLite file format, B-trees, pages, cells, overflow, freelist that is used in tursodb


address-sanitizer

AddressSanitizer detects memory errors during fuzzing. Use when fuzzing C/C++ code to find buffer overflows and use-after-free bugs.


ctf-pwn

Solve CTF binary exploitation challenges by discovering and exploiting memory corruption vulnerabilities to read flags. Use for buffer overflows, format strings, heap exploits, ROP challenges, or any pwn/exploitation task.


gradle-expert

Build optimization, dependency resolution, and multi-module KMP troubleshooting for AmethystMultiplatform. Use when working with: (1) Gradle build files (build.gradle.kts, settings.gradle), (2) Version catalog (libs.versions.toml), (3) Build errors and dependency conflicts, (4) Module dependencies and source sets, (5) Desktop packaging (DMG/MSI/DEB), (6) Build performance optimization, (7) Proguard/R8 configuration, (8) Common KMP + Android Gradle issues (Compose conflicts, secp256k1 JNI variants, source set problems).


zettelkasten

Zettelkasten - Card box note taking system with AI insights


flowmind

Manage productivity with FlowMind — goals, tasks (with subtasks), notes, people, and tags via REST API. Use when the user wants to create, list, update, or delete goals, tasks, notes, contacts, or tags; manage focus/priorities; track progress; or organize their productivity workspace through FlowMind.


add-vault-note

Add a note to specific vault


basename-agent

Enable AI agents to autonomously connect to Web3 dApps via WalletConnect v2 and automatically sign transactions. Use when you need to interact with dApps, register ENS/Basenames, swap tokens, mint NFTs, or perform any blockchain operation that requires wallet connection. Supports Base, Ethereum, and other EVM chains.


ethereum-wingman

Ethereum development tutor and builder for Scaffold-ETH 2 projects. Triggers on "build", "create", "dApp", "smart contract", "Solidity", "DeFi", "Ethereum", "web3", or any blockchain development task. ALWAYS uses fork mode to test against real protocol state.


get-block-number

Get the latest block number for a blockchain using Web3.py and JSON-RPC environment variables


compact

Compact current session memory into structured text for session recovery. Supports custom descriptions and tagging.


beads

Git-backed issue tracker for multi-session work with dependencies and persistent memory across conversation compaction. Use when work spans sessions, has blockers, or needs context recovery after compaction.


honesty

Behavioral guideline for providing brutally honest feedback. Use always - this skill defines core interaction expectations for code review and technical discussions.


openapi-to-typescript

Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types from OpenAPI, convert schema to TS, create API interfaces, or generate TypeScript types from an API specification.


treelisty

Hierarchical project decomposition and planning. Use when breaking down complex projects, structuring information, planning multi-step workflows, or organizing any nested hierarchy. Supports 21 specialized patterns (WBS, GTD, Philosophy, Sales, Film, etc.) and exports to JSON, Markdown, and Mermaid diagrams.


git-commit

Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping


render

Deploy and operate apps on Render (Blueprint + one-click Dashboard deeplink, same flow as Codex render-deploy). Use when the user wants to deploy, host, or publish an app; create or edit render.yaml; add web, static, workers, cron, Postgres, or Key Value; get the Blueprint deeplink to deploy; trigger or verify deploys via API when RENDER_API_KEY is set; connect Render MCP via mcporter for direct service creation; or configure env vars, health checks, scaling, previews, and projects.


peaq-robotics

Control peaq-robotics-ros2 from OpenClaw by starting ROS 2 nodes and calling services (DID create/read, storage add/read, access control, tether USDT). Use when requests mention peaq ROS2, robot DID, blockchain storage, access roles/permissions, tether USDT, or ROS 2 service calls.


hono

Efficiently develop Hono applications using Hono CLI. Supports documentation search, API reference lookup, request testing, and bundle optimization.


log-analyzer

Parse, search, and analyze application logs across formats. Use when debugging from log files, setting up structured logging, analyzing error patterns, correlating events across services, parsing stack traces, or monitoring log output in real time.


tooluniverse-rare-disease-diagnosis

Provide differential diagnosis for patients with suspected rare diseases based on phenotype and genetic data. Matches symptoms to HPO terms, identifies candidate diseases from Orphanet/OMIM, prioritizes genes for testing, interprets variants of uncertain significance. Use when clinician asks about rare disease diagnosis, unexplained phenotypes, or genetic testing interpretation.


harrypotter

CLI for AI agents to lookup Harry Potter universe info for their humans. Uses HP-API. No auth required.


azure-compute-batch-java

Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.
Triggers: "BatchClient java", "azure batch java", "batch pool java", "batch job java", "HPC java", "parallel computing java".


Configure Kubernetes autoscaling with HPA, VPA, and KEDA. Use for horizontal/vertical pod autoscaling, event-driven scaling, and capacity management.


backtest-expert

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodology, parameter robustness testing, slippage modeling, bias prevention, and interpreting backtest results. Applicable when user asks about backtesting, strategy validation, robustness testing, avoiding overfitting, or systematic trading development.


sharesight

Manage Sharesight portfolios, holdings, and custom investments via the API


learner

Extract a learned skill from the current conversation


pubmed-database

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.


Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.
Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java".
Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure.


framework-migration-code-migrate

You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and


screen-reader-testing

Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.


pymupdf-pdf

Fast local PDF parsing with PyMuPDF (fitz) for Markdown/JSON outputs and optional images/tables. Use when speed matters more than robustness, or as a fallback while heavier parsers are unavailable. Default to single-PDF parsing with per-document output folders.


nextjs-expert

Use when building Next.js 14/15 applications with the App Router. Invoke for routing, layouts, Server Components, Client Components, Server Actions, Route Handlers, authentication, middleware, data fetching, caching, revalidation, streaming, Suspense, loading states, error boundaries, dynamic routes, parallel routes, intercepting routes, or any Next.js architecture question.


botmadang

봇마당(botmadang.org) - AI 에이전트 커뮤니티 플랫폼. 글 작성, 댓글, 추천, 알림 확인 등. Use when interacting with 봇마당, posting to AI agent community, checking notifications, or engaging with other bots.


sage-walletconnect

Sage WalletConnect integration. Filter coins, get asset coins, sign messages, send transactions for dApp connectivity.


langchain-chat-prompt-template

Guide to using ChatPromptTemplate and MessagesPlaceholder in LangChain for conversational AI. Use when building chatbots, conversational interfaces, or AI assistants that need to maintain conversation history.


You are an AI Assistant that helps users with text in Microsoft Office applications


dotnet-backend

Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.


azure-servicebus-dotnet

Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. Use for reliable message delivery, pub/sub patterns, dead letter handling, and background processing. Triggers: "Service Bus", "ServiceBusClient", "ServiceBusSender", "ServiceBusReceiver", "ServiceBusProcessor", "message queue", "pub/sub .NET", "dead letter queue".


learn-from-pr

Analyzes a completed PR to extract lessons learned from agent behavior. Use after any PR with agent involvement - whether the agent failed, succeeded slowly, or succeeded quickly. Identifies patterns to reinforce or fix, and generates actionable recommendations for instruction files, skills, and documentation.


dynamic-instrumentation

Expertise in LLVM-based dynamic binary instrumentation, runtime tracing, and program monitoring. Use this skill when implementing runtime analysis tools, code coverage systems, profilers, or dynamic security monitors.


challenge

Stress-test an architecture proposal, plan, or technical idea. Invokes the devils-advocate agent to find weaknesses before you commit.


create-unit-test

Create and run unit tests following the project's architecture and guidelines (Robolectric, naming, location).


secure-workflow-guide

Guides through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeability/ERC conformance/token integration), generates visual security diagrams, helps document security properties for fuzzing/verification, and reviews manual security areas.


burp-suite-web-application-testing

This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp Repeater", "analyze HTTP history", or "configure proxy for web testing". It provides comprehensive guidance for using Burp Suite's core features for web application security testing.


angular-forms

Build signal-based forms in Angular v21+ using the new Signal Forms API. Use for form creation with automatic two-way binding, schema-based validation, field state management, and dynamic forms. Triggers on form implementation, adding validation, creating multi-step forms, or building forms with conditional fields. Signal Forms are experimental but recommended for new Angular projects.


azure-eventhub-dotnet

Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: "Event Hubs", "event streaming", "EventHubProducerClient", "EventProcessorClient", "send events", "receive events", "checkpointing", "partition".


pasteclaw-agent

Use Pasteclaw.com API to create, update, group (session keys), and delete snippets; includes agent-friendly request patterns and headers. Like pastebin but for agents


update-api-docs

Update the API reference documentation by downloading the latest OpenAPI spec from production and regenerating the Docusaurus API docs


Help Claude query STRING for protein interactions, build PPI graphs with pyPPI, and render styled network figures for bulk gene lists.


jira-issues

Create, update, and manage Jira issues from natural language. Use when the user wants to log bugs, create tickets, update issue status, or manage their Jira backlog.


web-search-plus

Unified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Exa (Neural), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.


exa-plus

Neural web search via Exa AI. Search people, companies, news, research, code. Supports deep search, domain filters, date ranges.


principle-synthesizer

Synthesize invariant principles from 3+ sources — find the core that survives across all expressions.


Multi-age family playing in a park, golden-hour lighting, candid expressions, using reference photos


bulk-wgcna-analysis-with-omicverse

Assist Claude in running PyWGCNA through omicverse—preprocessing expression matrices, constructing co-expression modules, visualising eigengenes, and extracting hub genes.


rust-tests-guidelines

Guidelines for writing Rust tests.


rust-docs-guidelines

Guidelines for writing Rust documentation


release-note-writer

Guidelines for writing and reviewing Insiders and Stable release notes for Visual Studio Code.


convex-backend

Convex backend development guidelines. Use when writing Convex functions, schemas, queries, mutations, actions, or any backend code in a Convex project. Triggers on tasks involving Convex database operations, real-time subscriptions, file storage, or serverless functions.


microsoft-skill-creator

Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code, Bicep, etc.). Investigates topics deeply, then generates a hybrid skill storing essential knowledge locally while enabling dynamic deeper investigation.


plugin-creator

Create, validate, and publish Claude Code plugins and marketplaces. Use this skill when building plugins with commands, agents, hooks, MCP servers, or skills.


brightdata-web-mcp

Search the web, scrape websites, extract structured data from URLs, and automate browsers using Bright Data's Web MCP. Use when fetching live web content, bypassing blocks/CAPTCHAs, getting product data from Amazon/eBay, social media posts, or when standard requests fail.


report-writer

Generate professional reports from analysis results. Use when user needs to create formatted documents summarizing findings.


openclaw-sentry-pro

Full secret scanning suite: detect leaked API keys, tokens, and credentials, then automatically redact, quarantine exposed files, and enforce .gitignore policies. Everything in openclaw-sentry (free) plus automated countermeasures.


prowler-ci

Helps with Prowler repository CI and PR gates (GitHub Actions workflows). Trigger: When investigating CI checks failing on a PR, PR title validation, changelog gate/no-changelog label, conflict marker checks, secret scanning, CODEOWNERS/labeler automation, or anything under .github/workflows.


mlx-stt

Speech-To-Text with MLX (Apple Silicon) and GLM-ASR-Nano-2512 locally.


glab-user

Use when working with glab user commands.


glab-incident

Use when working with glab incident commands.


glab-opentofu

Use when working with glab opentofu commands.


devialet

Control Devialet Phantom speakers via HTTP API. Use for: play/pause, volume control, mute/unmute, source selection, and speaker status. Requires DOS 2.14+ firmware. Works with Phantom I, Phantom II, Phantom Reactor, and Dialog.


indicator-buffer

Implement BufferList incremental indicators with efficient state management. Use for IIncrementFromChain or IIncrementFromQuote implementations. Covers interface selection, constructor patterns, and BufferListTestBase testing requirements.


pymoo

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.


git-pushing

Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push this", "push to github", or similar git workflow requests.


deployment-validation-config-validate

You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat


scala-pro

Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures. Use PROACTIVELY for Scala system design, performance optimization, or enterprise integration.


geo-fundamentals

Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).


perplexity-search

Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model's knowledge cutoff. Provides access to multiple Perplexity models including Sonar Pro, Sonar Pro Search (advanced agentic search), and Sonar Reasoning Pro through a single OpenRouter API key.


tooluniverse-binder-discovery

Discover novel small molecule binders for protein targets using structure-based and ligand-based approaches. Creates actionable reports with candidate compounds, ADMET profiles, and synthesis feasibility. Use when users ask to find small molecules for a target, identify novel binders, perform virtual screening, or need hit-to-lead compound identification.


cowork-plugin-customizer

Customize or personalize a Claude Code plugin for a specific organization's tools and workflows. Use when users want to customize a plugin, replace tool placeholders, or configure MCP servers for a plugin. This skill requires Cowork mode with mounted plugin directories and will not work in remote or standard CLI sessions.


osint

Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. SkillSearch('osint') for docs.


add-unit-tests

Guide for adding unit tests to AReaL. Use when user wants to add tests for new functionality or increase test coverage.


unit-test-writer

Write Solidity unit tests for EigenLayer contracts. Use when the user asks to write tests, add test coverage, create unit tests, or test a function. Follows project conventions with per-function test contracts and mock dependencies.


kotlin-expert

Advanced Kotlin patterns for AmethystMultiplatform. Flow state management (StateFlow/SharedFlow), sealed hierarchies (classes vs interfaces), immutability (@Immutable, data classes), DSL builders (type-safe fluent APIs), inline functions (reified generics, performance). Use when working with: (1) State management patterns (StateFlow/SharedFlow/MutableStateFlow), (2) Sealed classes or sealed interfaces, (3) @Immutable annotations for Compose, (4) DSL builders with lambda receivers, (5) inline/reified functions, (6) Kotlin performance optimization. Complements kotlin-coroutines agent (async patterns) - this skill focuses on Amethyst-specific Kotlin idioms.


write an article on cybersecurity, we will first prompt the model to generate some facts, types, or techniques for cybersecurity


Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech and MedTech companies. Provides ISMS implementation, cybersecurity risk assessment, security controls management, and compliance oversight. Use for ISMS design, security risk assessments, control implementation, and ISO 27001 certification activities.


renderful-ai

Generate images and videos via renderful.ai API (FLUX, Kling, Sora, WAN, etc.) with crypto payments.
Use when the user wants to create AI images, videos, or needs a crypto-friendly generation service.
Triggers: renderful, renderful.ai, generate image, generate video, crypto payment generation


instrument-data-to-allotrope

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common triggers include converting instrument files, standardizing lab data, preparing data for upload to LIMS/ELN systems, or generating parser code for production pipelines.


code-maturity-assessor

Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety, auditing practices, access controls, complexity, decentralization, documentation, MEV risks, low-level code, and testing. Produces professional scorecard with evidence-based ratings and actionable recommendations.


algorand-vulnerability-scanner

Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues. Use when auditing Algorand projects (TEAL/PyTeal).


jazz-permissions-security

Use this skill when designing data schemas, implementing sharing workflows, or auditing access control in Jazz applications. It covers the hierarchy of Groups, Accounts, and CoValues, ensuring data is private by default and shared securely through cascading permissions and invitations.


azure-keyvault-certificates-rust

Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.
Triggers: "keyvault certificates rust", "CertificateClient rust", "create certificate rust", "import certificate rust".


lastpass-cli

Securely fetch credentials from LastPass vault via lpass CLI.


more-vaults

Add more vault smart contract types to an existing protocol


gh-triage

Fetch all GitHub issues via gh CLI and use AI agents to deeply analyze, cluster, and prioritize issues with actual understanding. Use for issue triage, backlog cleanup, or when user mentions "issues", "triage", or "backlog".


ip-lookup

Get current public IP address and geolocation information. Use when users ask about IP addresses, network location, or want to check their public IP. Supports both fetching IP info and displaying it clearly.


mactop

Retrieve real-time hardware metrics from Apple Silicon Macs using mactop's TOON format.
Provides CPU, RAM, GPU, power, thermal, network, disk I/O, and Thunderbolt bus information.
Use when the user wants system stats, hardware monitoring, or performance metrics on Apple Silicon Macs.


network-info

Gather network configuration and connectivity information including interfaces, routes, and DNS


mlops-industrialization

Guide to transform prototypes into robust, distributable Python packages using the src layout, hybrid paradigm, and strict configuration management.


makepad-dsl

CRITICAL: Use for Makepad DSL syntax and inheritance. Triggers on:
makepad dsl, live_design, makepad inheritance, makepad prototype,
"<Widget>", "Foo = { }", makepad object, makepad property,
makepad DSL 语法, makepad 继承, makepad 原型, 如何定义 makepad 组件


implementing-jsc-classes-cpp

Implements JavaScript classes in C++ using JavaScriptCore. Use when creating new JS classes with C++ bindings, prototypes, or constructors.


prototype-prompt-generator

This skill should be used when users need to generate detailed, structured prompts for creating UI/UX prototypes. Trigger when users request help with "create a prototype prompt", "design a mobile app", "generate UI specifications", or need comprehensive design documentation for web/mobile applications. Works with multiple design systems including WeChat Work, iOS Native, Material Design, and Ant Design Mobile.


azure-functions

Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming models. Use when: azure function, azure functions, durable functions, azure serverless, function app.


pnpm-upgrade

Keep pnpm current: run pnpm self-update/corepack prepare, align packageManager in package.json, and bump pnpm/action-setup + pinned pnpm versions in .github/workflows to the latest release. Use this when refreshing the pnpm toolchain manually or in automation.


bk-monitor-dev-server

帮助配置和启动本地开发服务器。当用户提到启动开发服务器、dev server、pnpm dev 时使用。


monorepo-structure

Set up a Turborepo + pnpm monorepo for sharing code between frontend, backend, and workers. One repo, multiple packages, shared types, parallel builds.


monorepo-management

Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.


workflow-lite-plan

Unified lightweight planning skill with mode selection (Lite Plan, Multi-CLI Plan, Lite Fix). Supports exploration, diagnosis, multi-CLI collaboration, and shared execution via lite-execute.


robius-event-action

CRITICAL: Use for Robius event and action patterns. Triggers on:
custom action, MatchEvent, post_action, cx.widget_action,
handle_actions, DefaultNone, widget action, event handling,
事件处理, 自定义动作


prowler-ui

Prowler UI-specific patterns. For generic patterns, see: typescript, react-19, nextjs-15, tailwind-4. Trigger: When working inside ui/ on Prowler-specific conventions (shadcn vs HeroUI legacy, folder placement, actions/adapters, shared types/hooks/lib).


jb-omnichain-ui

Build omnichain UIs for Juicebox projects. Deploy to multiple chains with single payment, display unified cross-chain data.


jb-decode

Decode and analyze Juicebox V5 transaction calldata. Explain what a transaction does, decode function parameters, and analyze historical transactions using cast or ethers.js.


rust-symbol-analyzer

Analyze Rust project structure using LSP symbols. Triggers on: /symbols, project structure, list structs, list traits, list functions, 符号分析, 项目结构, 列出所有, 有哪些struct


ghidra

Reverse engineer binaries using Ghidra's headless analyzer. Decompile executables, extract functions, strings, symbols, and analyze call graphs without GUI.


binary-triage

Performs initial binary triage by surveying memory layout, strings, imports/exports, and functions to quickly understand what a binary does and identify suspicious behavior. Use when first examining a binary, when user asks to triage/survey/analyze a program, or wants an overview before deeper reverse engineering.


Optimize Kubernetes costs through resource right-sizing, unused resource detection, and cluster efficiency analysis. Use for cost optimization, resource analysis, and capacity planning.


ideate

Capture and document a new idea in this repo. Use when the user says things like "help me brainstorm", "I have an idea", or "let's capture this for the future" and wants it recorded in `design/ideas/` with a summary, supporting research (repo context + web if useful), and a sketch.


brew-install

Install missing binaries via dnf (Fedora/Bazzite package manager)


hk-stock-trending

Get daily trending Hong Kong stocks with market analysis


sql-injection-testing

This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.


broken-authentication-testing

This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password policies", "test for session fixation", or "identify authentication bypass flaws". It provides comprehensive techniques for identifying authentication and session management weaknesses in web applications.


hn-extract

Extract a HackerNews post (article + comments) into single clean Markdown for quick reading or LLM input.


hn-digest

Fetch and send Hacker News front-page posts on demand. Use when the user asks for HN, says 'hn', 'pull HN', 'hn 10', or specifies a topic like 'hn health', 'hn hacking', or 'hn tech'. Sends N (default 5) posts as individual messages with Title + Link. Exclude crypto.


hackernews

Browse and search Hacker News. Fetch top, new, best, Ask HN, Show HN stories and job postings. View item details, comments, and user profiles. Search stories and comments via Algolia. Find "Who is hiring?" threads. Use for any HN-related queries like "what's trending on HN?", "search HN for AI", "show comments on story X", "who is hiring?", "latest Ask HN posts".


ecomode

Token-efficient model routing modifier


revnet-economics

Academic findings and economic thresholds for revnets from CryptoEconLab research.
Use when: (1) explaining cash-out vs loan decision thresholds, (2) discussing loan
solvency guarantees, (3) recommending revnet archetypes, (4) explaining price corridor
dynamics, (5) citing academic sources for revnet mechanics. Includes bonding curve
proofs, rational actor analysis, and the three revnet archetypes.


telegram-mini-app

Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and building viral mini apps that monetize. Use when: telegram mini app, TWA, telegram web app, TON app, mini app.


AWS EC2 virtual machine management for instances, AMIs, and networking. Use when launching instances, configuring security groups, managing key pairs, troubleshooting connectivity, or automating instance lifecycle.


clawdefender

Security scanner and input sanitizer for AI agents. Detects prompt injection, command injection, SSRF, credential exfiltration, and path traversal attacks. Use when (1) installing new skills from ClawHub, (2) processing external input like emails, calendar events, Trello cards, or API responses, (3) validating URLs before fetching, (4) running security audits on your workspace. Protects agents from malicious content in untrusted data sources.


tui-validate

Validates Terminal User Interface (TUI) output using freeze for screenshot capture and LLM-as-judge for semantic validation. Supports both visual (PNG/SVG) and text-based validation modes.


2D game development principles. Sprites, tilemaps, physics, camera.


designing-experiments

Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.


pennant-development

Manages feature flags with Laravel Pennant. Activates when creating, checking, or toggling feature flags; showing or hiding features conditionally; implementing A/B testing; working with @feature directive; or when the user mentions feature flags, feature toggles, Pennant, conditional features, rollouts, or gradually enabling features.


flipt

Manage Flipt feature flags - list, create, enable/disable, and configure rollout rules. Use when you need to control feature flag state or set up segmented rollouts.


google-play

Google Play Developer API (Android Publisher) integration with managed OAuth. Manage apps, subscriptions, in-app purchases, and reviews. Use this skill when users want to interact with Google Play Console programmatically. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).


mobile-android-design

Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or following Google's Material Design guidelines.


x-article-editor

TL;DR: Turn a topic or draft into a high-engagement X Article. STEP 1 final copy/paste article. STEP 2 scored review (/80) using an 8-step framework.


frontend-security-coder

Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns. Use PROACTIVELY for frontend security implementations or client-side security code reviews.


session-investigator

Investigate fast-agent session and history files to diagnose issues. Use when a session ended unexpectedly, when debugging tool loops, when correlating sub-agent traces with main sessions, or when analyzing conversation flow and timing. Covers session.json metadata, history JSON format, message structure, tool call/result correlation, and common failure patterns.


add-malli-schemas

Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling


data-nexus-sentinel-teneo

Advanced data monitoring agent specialized in analyzing network traffic patterns and validating stream integrity within the Teneo ecosystem.


ercdata

Store, verify, and manage AI data on the Ethereum blockchain (Base network) using the ERCData standard. Use when an agent needs to store data fingerprints on-chain, verify data integrity, create audit trails, manage access control for private data, or interact with the ERCData smart contract. Supports public and private storage, EIP-712 verification, snapshots, and batch operations.


alter-action-trigger

Trigger Alter macOS app actions via x-callback-urls. Catalog of 84+ actions including ask-anything, translate, summarize, grammar correction, and more.


treatment-plans

Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.


vue-best-practices

MUST be used for Vue.js tasks. Strongly recommends Composition API with `<script setup>` and TypeScript as the standard approach. Covers Vue 3, SSR, Volar, vue-tsc. Load for any Vue, .vue files, Vue Router, Pinia, or Vite with Vue work. ALWAYS use Composition API unless the project explicitly requires Options API.


vue-router-best-practices

Vue Router 4 patterns, navigation guards, route params, and route-component lifecycle interactions.


vueuse-functions

Apply VueUse composables where appropriate to build concise, maintainable Vue.js / Nuxt features.


nuxt

Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing. Use when working with Nuxt apps, server routes, useFetch, middleware, or hybrid rendering.


vitest

Vitest fast unit testing framework powered by Vite with Jest-compatible API. Use when writing tests, mocking, configuring coverage, or working with test filtering and fixtures.


pinia

Pinia official Vue state management library, type-safe and extensible. Use when defining stores, working with state/getters/actions, or implementing store patterns in Vue apps.


vitepress

VitePress static site generator powered by Vite and Vue. Use when building documentation sites, configuring themes, or writing Markdown with Vue components.


unocss

UnoCSS instant atomic CSS engine, superset of Tailwind CSS. Use when configuring UnoCSS, writing utility rules, shortcuts, or working with presets like Wind, Icons, Attributify.


registry-broker

Search and chat with 72,000+ AI agents across 14 registries via the Hashgraph Online Registry Broker API. Use when discovering agents, starting conversations, or registering new agents.


adding-models

Guide for adding new LLM models to Letta Code. Use when the user wants to add support for a new model, needs to know valid model handles, or wants to update the model configuration. Covers models.json configuration, CI test matrix, and handle validation.


neon-instagres

Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres, database setup, or need a development database. Works with Drizzle, Prisma, raw SQL.


snow-report

Get snow conditions, forecasts, and ski reports for any mountain resort worldwide. Use when asked about snow, powder, ski conditions, or mountain weather. Supports 1000+ resorts via OpenSnow. Users can set favorite mountains for quick access. Supports SnowTick 4-letter codes (JHMR, TARG, MMTH) for quick lookups.


spec-interview

Conduct an in-depth interview to gather requirements and write a detailed spec


Coding patterns and best practices — React components, promise handling, and TypeScript conventions.


vue-pages

Generate Vue frontend pages using catch-table for CatchAdmin module with full component features.


generate-component-story

Create story examples for components. Use when writing stories, creating examples, or demonstrating component usage.


x-algorithm

X (Twitter) algorithm rules, viral strategies, and article best practices. Boost engagement, avoid reach death, write posts that perform. Works with AI agents, Claude, Cursor.


moltbot-openclaw-best-practices

Best practices for AI agents to avoid common mistakes. Learn from real failures - confirms before executing, shows drafts before publishing. Works with Claude, Cursor, GPT, Copilot.


verify-task

MUST use after completing any multi-step task or project. Verifies completion against the original plan, checks quality criteria, and documents outcomes.


ask-questions-if-underspecified

Clarify requirements before implementing. Use when serious doubts arise.


outlook-automation

Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.


outlook-calendar-automation

Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.


portable-email-manager

Lightweight email manager with IMAP/SMTP support, advanced search, folder management, and attachment detection. Works with Zoho, Gmail, Outlook, and any IMAP/SMTP provider.


smtp-send

Send emails via SMTP with support for plain text, HTML, and attachments. Use when the user asks to send an email, email someone, or compose and send a message. Supports single recipients and can include file attachments. Works with Gmail, Outlook, Yahoo, QQ Mail, 163 Mail, and any SMTP server.


ms-outlook-teams-assistant

Track and nag about Microsoft Outlook email and (optionally) Microsoft Teams messages on a Windows machine, without relying on web versions. Use when the user asks to: (1) monitor inbox/mentions and remind them on Telegram/Teams until dismissed, (2) draft short, personable, low-jargon email replies from an existing Outlook thread, (3) surface action items from the last N days (default 7). Works via Outlook Desktop automation (COM) and optionally Microsoft Graph for Teams if configured.


breadth-chart-analyst

This skill should be used when analyzing market breadth charts, specifically the S&P 500 Breadth Index (200-Day MA based) and the US Stock Market Uptrend Stock Ratio charts. Use this skill when the user provides breadth chart images for analysis, requests market breadth assessment, positioning strategy recommendations, or wants to understand medium-term strategic and short-term tactical market outlook based on breadth indicators. All analysis and output are conducted in English.


openspec-explore

进入探索模式 - 一个用于探索想法、调查问题和澄清需求的思考伙伴。当用户想要在进行更改之前或期间深入思考某事时使用。


stripe-integration

Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.


project-management-skills

A governed project management OS for OpenClaw that routes user project work through an orchestrator, enforces onboarding wiring, model validation, subagent coordination, and log/memory governance for project creation, continuation, and rotation.


synonyms

Generate synonyms for words or phrases. Use this skill when the user needs alternative words with similar meanings, wants to expand vocabulary, or seeks varied expressions for writing.


lightweight-kb

轻量级知识库与任务管理体系。结构化 JSON + MD 混合存储，支持用户画像、任务节奏、知识索引、每日自动进化。适用于中小规模记忆管理。


philips-hue-thinking

Visual AI activity indicator using Philips Hue lights. Pulse red when thinking, green when done.


universal-theme

Configure light/dark/system theme handling across iOS, Android, and Web with universal CSS


obsidian-canvas-creator

Create Obsidian Canvas files from text content, supporting both MindMap and freeform layouts. Use this skill when users want to visualize content as an interactive canvas, create mind maps, or organize information spatially in Obsidian format.


dev

LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and discover/debug ConfigFlags.


observe-whatsapp

Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message failures, or webhook delivery problems.


ios-debugger-agent

Use XcodeBuildMCP to build, run, launch, and debug the current iOS project on a booted simulator. Trigger when asked to run an iOS app, interact with the simulator UI, inspect on-screen state, capture logs/console output, or diagnose runtime behavior using XcodeBuildMCP tools.


skill-search

Search, discover, and dynamically load skills from the ClawHub registry at skills.droyd.ai. Use when an agent needs a capability it doesn't have, wants to find tools for a specific task, or needs to browse trending/popular skills. Triggers include requests to find skills, search for tools, discover capabilities, load a skill dynamically, check what skills exist for a domain, or run a skill without installing it. Also use when the user asks about available OpenClaw/ClawHub skills, wants to explore skill categories, or needs to fetch and execute skill content on the fly.


agent-directory

The directory for AI agent services. Discover tools, platforms, and infrastructure built for agents.


meow-finder

CLI tool to discover AI tools. Search 40+ curated tools by category, pricing, and use case.


Manage vCluster (virtual Kubernetes clusters) instances using vind. Use when creating, managing, or operating lightweight virtual clusters for development, testing, or multi-tenancy.


aimlapi-media-gen

Generate images or videos via AIMLAPI (OpenAI-compatible) from prompts. Use when Codex needs to call AI/ML API media endpoints, batch image/video jobs, or produce media files from text prompts using AIMLAPI credentials.


grok-imagine

Generate images via xAI's Grok Imagine API. Use when the user wants to create AI-generated images using xAI/Grok, or when OpenAI image generation is unavailable.


baoyu-image-gen

AI image generation with OpenAI, Google and DashScope APIs. Supports text-to-image, reference images, aspect ratios. Sequential by default; parallel generation available on request. Use when user asks to generate, create, or draw images.


gemini-image-proxy

Generate and edit images with Gemini API using the OpenAI Python SDK.


ai-video-gen

End-to-end AI video generation - create videos from text prompts using image generation, video synthesis, voice-over, and editing. Supports OpenAI DALL-E, Replicate models, LumaAI, Runway, and FFmpeg editing.


openai-image-gen

Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.


gpt

OpenAI GPT integration. Chat completions, image generation, embeddings, and fine-tuning via OpenAI API.


developing-with-prism

Guide for developing with Prism PHP package - a Laravel package for integrating LLMs. Activate or use when working with Prism features including text generation, structured output, embeddings, image generation, audio processing, streaming, tools/function calling, or any LLM provider integration (OpenAI, Anthropic, Gemini, Mistral, Groq, XAI, DeepSeek, OpenRouter, Ollama, VoyageAI, ElevenLabs). Activate for any Prism-related development tasks.


clip

OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-tuning. Best for general-purpose image understanding.


Cloudflare R2 Storage management — setup, upload, download, sync via rclone


file-uploads

Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: file upload, S3, R2, presigned URL, multipart.


rclone

Upload, sync, and manage files across cloud storage providers using rclone. Use when uploading files (images, videos, documents) to S3, Cloudflare R2, Backblaze B2, Google Drive, Dropbox, or any S3-compatible storage. Triggers on "upload to S3", "sync to cloud", "rclone", "backup files", "upload video/image to bucket", or requests to transfer files to remote storage.


vehicle-tracker

Track vehicle expenses (gas, maintenance, parts) in Google Sheets and save related photos. Handles mileage, cost, category, and photo organization.


latex-posters

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.


This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.


makepad-basics

CRITICAL: Use for Makepad getting started and app structure. Triggers on:
makepad, makepad getting started, makepad tutorial, live_design!, app_main!,
makepad project setup, makepad hello world, "how to create makepad app",
makepad 入门, 创建 makepad 应用, makepad 教程, makepad 项目结构


speech-to-text

Transcribe audio to text with Whisper models via inference.sh CLI.
Models: Fast Whisper Large V3, Whisper V3 Large.
Capabilities: transcription, translation, multi-language, timestamps.
Use for: meeting transcription, subtitles, podcast transcripts, voice notes.
Triggers: speech to text, transcription, whisper, audio to text, transcribe audio,
voice to text, stt, automatic transcription, subtitles generation,
transcribe meeting, audio transcription, whisper ai


venice-ai

Full-platform Venice AI skill — model discovery, text generation with web search, embeddings, TTS, speech-to-text, and model comparison. Private, uncensored AI inference. Use when you need to generate text with specific models, search the web through an LLM, transcribe audio, create embeddings, or explore what models are available.


find-hypertable-candidates

Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables.

**Trigger when user asks to:**
- Analyze database tables for hypertable conversion potential
- Identify time-series or event tables in an existing schema
- Evaluate if a table would benefit from Timescale/TimescaleDB
- Audit PostgreSQL tables for migration to Timescale/TimescaleDB/TigerData
- Score or rank tables for hypertable candidacy

**Keywords:** hypertable candidate, table analysis, migration assessment, Timescale, TimescaleDB, time-series detection, insert-heavy tables, event logs, audit tables

Provides SQL queries to analyze table statistics, index patterns, and query patterns. Includes scoring criteria (8+ points = good candidate) and pattern recognition for IoT, events, transactions, and sequential data.


timescaledb

TimescaleDB - PostgreSQL extension for high-performance time-series and event data analytics, hypertables, continuous aggregates, compression, and real-time analytics


homebrew

Homebrew package manager for macOS. Search, install, manage, and troubleshoot packages and casks.


intellectia-stock-forecast

US Stock AI Trading Assistant | Intellectia AI Stock Forecast — Smart analysis of stock entry/exit points, target price predictions, probability calculations, and technical ratings. Supports "Should I Buy" investment decision Q&A.


stock-analysis

Analyze stocks and cryptocurrencies using Yahoo Finance data. Supports portfolio management, watchlists with alerts, dividend analysis, 8-dimension stock scoring, viral trend detection (Hot Scanner), and rumor/early signal detection. Use for stock analysis, portfolio tracking, earnings reactions, crypto monitoring, trending stocks, or finding rumors before they hit mainstream.


trade-signal

Real-time trade signals with executable Buy/Sell/Hold recommendations for stocks. Use when asked about trading decisions, stock analysis, technicals, buy/sell calls, earnings plays, price targets, analyst ratings, entry/exit points, portfolio rebalancing, or any investment decision requiring actionable intelligence. Supports US + Global markets, Asia emerging markets, individual stocks, ETFs, and options strategies.


finnhub

Access Finnhub API for real-time stock quotes, company news, market data, financial statements, and trading signals. Use when you need current stock prices, company news, earnings data, or market analysis.


ceorater

Get institutional-grade CEO performance analytics for S&P 500 companies. Proprietary scores: CEORaterScore (composite), AlphaScore (market outperformance), RevenueCAGRScore (revenue growth), CompScore (compensation efficiency). Underlying data includes Total Stock Return (TSR) vs. S&P 500 (SPY), average annual returns, CEO total compensation (most recent fiscal year from proxy filings), and tenure-adjusted Revenue CAGR. Each record includes CEO name, company name, ticker, sector, industry, and tenure dates. Coverage: 516 CEOs as of February 2026, updated daily. Useful for investment research, due diligence, and executive compensation analysis.


pair-trade-screener

Statistical arbitrage tool for identifying and analyzing pair trading opportunities. Detects cointegrated stock pairs within sectors, analyzes spread behavior, calculates z-scores, and provides entry/exit recommendations for market-neutral strategies. Use when user requests pair trading opportunities, statistical arbitrage screening, mean-reversion strategies, or market-neutral portfolio construction. Supports correlation analysis, cointegration testing, and spread backtesting.


technical-analyst

This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs. Use this skill when the user provides chart images and requests technical analysis, trend identification, support/resistance levels, scenario planning, or probability assessments based purely on chart data without consideration of news or fundamental factors.


market-environment-analysis

Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.


portfolio-manager

Comprehensive portfolio analysis using Alpaca MCP Server integration to fetch holdings and positions, then analyze asset allocation, risk metrics, individual stock positions, diversification, and generate rebalancing recommendations. Use when user requests portfolio review, position analysis, risk assessment, performance evaluation, or rebalancing suggestions for their brokerage account.


qveris

Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically (weather, search, data retrieval, stock trading analysis, etc.). Requires QVERIS_API_KEY environment variable.


stock-market-pro

Professional stock price tracking, fundamental analysis, and financial reporting tool. Supports global markets (US, KR, etc.), Crypto, and Forex with real-time data. (1) Real-time quotes, (2) Valuation metrics (PE, EPS, ROE), (3) Earnings calendar and consensus, (4) High-quality Candlestick & Line charts with technical indicators (MA5/20/60).