longevity-bio-dashboard

Longevity tracker dashboard: NMN/senolytics/Yamanaka stacks, fasting/plasma reminders (cron), sats-secured family ledger. Web_search trials, canvas viz progress/BOMs. Use for: (1) Daily biohacks, (2) Trial alerts, (3) Health ledger, (4) 200yr lifespan protocols.


habit-tracker

Build habits with streaks, reminders, and progress visualization


task-tracker

Personal task management with daily standups and weekly reviews. Use when: (1) User says 'daily standup' or asks what's on their plate, (2) User says 'weekly review' or asks about last week's progress, (3) User wants to add/update/complete tasks, (4) User asks about blockers or deadlines, (5) User shares meeting notes and wants tasks extracted, (6) User asks 'what's due this week' or similar.


smart-followups

Generate contextual follow-up suggestions after AI responses. Shows 3 clickable buttons (Quick, Deep Dive, Related) when user types "/followups".


research

Comprehensive research, analysis, and content extraction system. USE WHEN user says 'research' (ANY form - this is the MANDATORY trigger), 'do research', 'extensive research', 'quick research', 'minor research', 'research this', 'find information', 'investigate', 'extract wisdom', 'extract alpha', 'analyze content', 'can't get this content', 'use fabric', OR requests any web/content research. Supports three research modes (quick/standard/extensive), deep content analysis, intelligent retrieval, and 242+ Fabric patterns. NOTE: For due diligence, OSINT, or background checks, use OSINT skill instead.


explore

Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)


affiliate-master

Full-stack affiliate marketing automation for OpenClaw agents. Generate, track, and optimize affiliate links with FTC-compliant disclosures and multi-network support.


affiliatematic

Integrate AI-powered Amazon affiliate product recommendations into websites using affiliatematic.com.
Use when you need to: (1) Add Amazon affiliate widgets to a website, (2) Set up automated product recommendations based on page content, (3) Optimize affiliate revenue with AI-powered product matching, (4) Configure affiliate marketing automation.
Triggers: amazon affiliate, affiliate marketing, product recommendations, affiliate widget, amazon associates integration, monetize website with amazon.


baidu-scholar-search

Baidu Academic Search Tool enables the retrieval of both Chinese and English literature, covering various types of literature such as academic journals, conference papers, and dissertations.


journal-of-ai-slop

This skill enables AI agents to browse, read, and submit papers to the Journal of AI Slop, a satirical academic journal publishing AI-generated research. Use when the agent needs to interact with the paper API.


gratitude-journal

Build gratitude practice with daily entries, streaks, and reflection prompts


venue-templates

Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.


draft-outreach

Research a prospect then draft personalized outreach. Uses web research by default, supercharged with enrichment and CRM. Trigger with "draft outreach to [person/company]", "write cold email to [prospect]", "reach out to [name]".


legal-advisor

Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use PROACTIVELY for legal documentation, compliance texts, or regulatory requirements.


ui-ux-master

Master UI/UX design skill combining Apple HIG, modern web design, SuperDesign patterns, and universal design principles. Use for any UI/UX design task including iOS/macOS/web apps, landing pages, dashboards, design systems, accessibility, responsive layouts, animation, and creating beautiful, functional interfaces across all platforms and frameworks.


add-api

Add new C# APIs to SkiaSharp by wrapping Skia C++ functionality. Structured 6-phase workflow: C++ analysis → C API creation → submodule commits → binding generation → C# wrapper → testing.
Triggers: - Issue classified as "New API" (after fetching and classification) - Direct request: "add DrawFoo method", "expose SkSurface::draw", "wrap sk_foo_bar" - Keywords: "add API", "expose function", "wrap method", "create binding for"


atomic-matchmaking

Two-phase commit matchmaking that verifies both player connections before creating a match. Handles disconnections gracefully with automatic re-queue of healthy players.


wishfinity

Add "save for later" to shopping agents, product recommendation engines, gift idea generators, and AI commerce experiences. Saves any product URL to a universal wishlist. Requires MCP config and free Wishfinity account.


things-mac

Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks OpenClaw to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.


putio

Manage a put.io account via the kaput CLI (transfers, files, search) — hoist the mainsail, add magnets/URLs, and check transfer status; best paired with the chill-institute skill.


linkding

Manage bookmarks with Linkding. Use when the user asks to "save a bookmark", "add link", "search bookmarks", "list my bookmarks", "find saved links", "tag a bookmark", "archive bookmark", "check if URL is saved", "list tags", "create bundle", or mentions Linkding bookmark management.


railway-domain

Add, view, or remove domains for Railway services. Use when user wants to add a domain, generate a railway domain, check current domains, get the URL for a service, or remove a domain.


skill-install

Install Claude skills from GitHub repositories with automated security scanning. Triggers when users want to install skills from a GitHub URL, need to browse available skills in a repository, or want to safely add new skills to their Claude environment.


book-venue

Book venue services through Lokuli MCP. Use when user needs to find and book venue. Triggers on requests like "book a venue", "find venue near me", or any venue service request.


book-cake

Book cake services through Lokuli MCP. Use when user needs to find and book cake. Triggers on requests like "book a cake", "find cake near me", or any cake service request.


finance

Track stocks, ETFs, indices, crypto (where available), and FX pairs with caching + provider fallbacks.


clawcourt

The First Sovereign AI Agent Democracy & Judiciary. A protocol for autonomous agent governance, dispute resolution, and legislative deliberation.


proof-of-share

PoW verified collabs—sender hashes skill/memory + sig → JSON share. Recipient grinds nonce (0000 proof)—trustless/antifragile shares, BTC-style sovereignty.


paperless

Interact with Paperless-NGX document management system via ppls CLI. Search, retrieve, upload, and organize documents.


systems-programming-rust-project

You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing


deepwiki-rs

AI-powered Rust documentation generation engine for comprehensive codebase analysis, C4 architecture diagrams, and automated technical documentation. Use when Claude needs to analyze source code, understand software architecture, generate technical specs, or create professional documentation from any programming language.


shortcut

Manage stories on Shortcut.com kanban boards. Use when creating, updating, or listing tasks/stories on Shortcut project management boards. Supports creating stories with descriptions and types (feature/bug/chore), updating story status, and listing active/completed stories. Includes full checklist task management and comment support.


planka

Manage Planka (Kanban) projects, boards, lists, cards, and notifications via a custom Python CLI.


taskleef

Use when managing todos, tasks, projects, or kanban boards via Taskleef.com. Supports adding, listing, completing, deleting todos, organizing with projects, and managing kanban boards. Use when the user wants to track tasks, manage their todo list, organize work by projects, or use kanban workflows.


fizzy-cli

Manage Fizzy Kanban boards, cards, comments, tags, and steps via a TypeScript CLI using a Personal Access Token. Use when you want to create or manage Fizzy cards from the terminal, or integrate Fizzy automation into Clawdbot workflows.


design-md

Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files


bench

Run benchmark and analyze PDF parsing performance


academic-deep-research

Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.


advanced-skill-creator

Advanced OpenClaw skill creation handler that executes the official 5-step research flow with comprehensive analysis and best practices. Ensures proper methodology when users request to create or modify OpenClaw/Moltbot/ClawDBot skills following official standards.


scholar-evaluation

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.


scientific-critical-thinking

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.


developing-with-turbo-drive

Basics of developing with Turbo Drive in web applications. Activate when working on projects that utilize Turbo Drive for enhancing user experience through faster navigation by intercepting link clicks and form submissions to avoid full page reloads.


developing-with-turbo-basics

Basics of developing with Turbo in web applications. Activate when working on projects that utilize Turbo for enhancing user experience through partial page updates, real-time interactions, and seamless navigation without full page reloads.


python-expert

Senior Python developer expertise for writing clean, efficient, and well-documented code.
Use when: writing Python code, optimizing Python scripts, reviewing Python code for best practices,
debugging Python issues, implementing type hints, or when user mentions Python, PEP 8, or needs help
with Python data structures and algorithms.


aws-skills

AWS development with infrastructure automation and cloud architecture patterns


helm-chart-scaffolding

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.


moai-workflow-ddd

Domain-Driven Development workflow specialist using ANALYZE-PRESERVE-IMPROVE cycle for behavior-preserving code transformation. Use when refactoring legacy code, improving code structure without functional changes, reducing technical debt, or performing API migration with behavior preservation. Do NOT use for writing new tests (use moai-workflow-testing instead) or creating new features from scratch (use expert-backend or expert-frontend instead).


nginx-to-higress-migration

Migrate from ingress-nginx to Higress in Kubernetes environments. Use when (1) analyzing existing ingress-nginx setup (2) reading nginx Ingress resources and ConfigMaps (3) installing Higress via helm with proper ingressClass (4) identifying unsupported nginx annotations (5) generating WASM plugins for nginx snippets/advanced features (6) building and deploying custom plugins to image registry. Supports full migration workflow with compatibility analysis and plugin generation.


migrate

Migration workflow - research → analyze → plan → implement → review


game-theory

Advanced game theory analysis for crypto protocols, DeFi mechanisms, governance systems, and strategic decision-making. Use when analyzing tokenomics, evaluating protocol incentives, predicting adversarial behavior, designing mechanisms, or understanding strategic interactions in web3.


blockchain-developer

Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations. Use PROACTIVELY for smart contracts, Web3 apps, DeFi protocols, or blockchain infrastructure.


Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.


write-tbp

Writing technical blog posts about tldraw features and implementation details. Use when creating blog content about how tldraw solves interesting problems.


tbench

Terminal-Bench integration for Mux agent benchmarking and failure analysis


md-slides

Create presentations from Markdown using Marp - simple syntax, professional output


agentscope-java

Expert Java developer skill for AgentScope Java framework - a reactive, message-driven multi-agent system built on Project Reactor. Use when working with reactive programming, LLM integration, agent orchestration, multi-agent systems, or when the user mentions AgentScope, ReActAgent, Mono/Flux, Project Reactor, or Java agent development. Specializes in non-blocking code, tool integration, hooks, pipelines, and production-ready agent applications.


rdc-setup

Install and set up @data-client/react or @data-client/vue in a project. Detects project type (NextJS, Expo, React Native, Vue, plain React) and protocol (REST, GraphQL, custom), then hands off to protocol-specific setup skills.


jazz-ui-development

Use this skill when building, debugging, or optimizing Jazz applications. It covers Jazz's bindings with various different UI frameworks, as well as how to use Jazz without a framework. Look here for details on providers and context, hooks and reactive data fetching, authentication, and specialized UI components for media and inspection.


slm-lab-benchmark

Run SLM-Lab deep RL benchmarks, monitor dstack jobs, extract results, and update BENCHMARKS.md. Use when asked to run benchmarks, check run status, extract scores, update benchmark tables, or generate plots.


supabase-rls-gen

Generate Supabase RLS policies from Prisma schema. Use when securing database.


supabase-gen

Generate Supabase RLS policies from Prisma schema. Use when setting up row-level security for your tables.


constitutional-ai

Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, reducing harmful outputs without human labels. Powers Claude's safety system.


fine-tuning-with-trl

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.


grpo-rl-training

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training


unity-ecs-patterns

Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large entity counts.


arxiv-to-md

Convert arXiv papers to LLM-consumable markdown. Invoke when user provides an arXiv ID or URL, or when syncing academic papers from a PDF folder to a markdown destination.


chitin

Personality persistence for AI agents. Remember how you think, not just what happened. Structured insights that survive session restarts.


daily-devotion

Creates personalized daily devotions with verse of the day, pastoral message, structured prayer, and time-aware greetings


architecture-decision-records

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.


langchain-architecture

Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.


makefile-build

Write Makefiles for any project type. Use when setting up build automation, defining multi-target builds, managing dependencies between tasks, creating project task runners, or using Make for non-C projects (Go, Python, Docker, Node.js). Also covers Just and Task as modern alternatives.


azure-containerregistry-py

Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.
Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR".


api-documenter

Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer portal creation.


servicenow-docs

Search and retrieve ServiceNow documentation, release notes, and developer docs (APIs, references, guides). Uses docs.servicenow.com via Zoomin and developer.servicenow.com APIs for developer topics.


code-documentation

Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.


ui-design-system

UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use for creating design systems, maintaining visual consistency, and facilitating design-dev collaboration.


powershell-windows

PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.


test-design-reviewer

Evaluates test quality using Dave Farley's 8 properties. Use when reviewing tests, assessing test suite quality, or analyzing test effectiveness against TDD best practices.


web-design-reviewer

This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.


paiupgrade

Extract system improvements from content AND monitor external sources (Anthropic ecosystem, YouTube). USE WHEN upgrade, improve system, system upgrade, analyze for improvements, check Anthropic, Anthropic changes, new Claude features, check YouTube, new videos. SkillSearch('upgrade') for docs.


comprehensive-review-full-review

Use when working with comprehensive review full review


differential-review

Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, calculates blast radius, checks test coverage, and generates comprehensive markdown reports. Automatically detects and prevents security regressions.


inference-sh

Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation.
Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more.
Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter.
Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, claude api,
image generation, video generation, openrouter, tavily, exa search, twitter api, grok


dart-io

DART model loading - URDF, SDF, MJCF, SKEL parsers and dart::io unified API


writing-vite-devtools-integrations

Creates devtools integrations for Vite using @vitejs/devtools-kit. Use when building Vite plugins with devtools panels, RPC functions, dock entries, shared state, or any devtools-related functionality. Applies to files importing from @vitejs/devtools-kit or containing devtools.setup hooks in Vite plugins.


react-grab-plugins

Guide for creating react-grab plugins, extending the API, and building agent integrations. Use when working with react-grab plugin development, creating custom context menu actions, implementing lifecycle hooks, customizing themes, or building agent providers.


Most high profile work income across seems to be from people with PhDs, either in academia or industry. There's also a hiring bias towards formal degrees.


my-first-skill

Example skill demonstrating Anthropic SKILL.md format. Load when learning to create skills or testing the OpenSkills loader.


http-generate

Generates HTTP request examples for Spring Boot Web interfaces according to task specification and saves them as .http files in module-generate.md directories


better-auth-best-practices

Skill for integrating Better Auth - the comprehensive TypeScript authentication framework.


maestro-bitcoin

Comprehensive Bitcoin blockchain interaction via Maestro APIs. Supports 7 API services with 119 endpoints including blockchain indexing, Esplora compatibility, RPC access, event management, market prices, mempool monitoring, and wallet operations. Handles BTC transactions, UTXOs, addresses, blocks, metaprotocols (BRC20, Runes, Inscriptions/Ordinals), webhooks, and real-time data.


model-management

Add, update, or remove text/image/video models. Handles any provider.


youtube-playlists

Create and manage YouTube playlists. Use when user wants to create a playlist, add videos to playlists, or manage their YouTube playlists.


game-character-gen

Generate professional game character designs via OpenAI Images API. Create diverse characters for RPGs, video games, tabletop games, and interactive media. Use when user needs character concept art, character portraits, game sprites, or character sheets with specific attributes like race, class, profession, equipment, and visual style (e.g., "create an elven ranger", "design a cyberpunk hacker", "generate fantasy warrior character").


Create documentation with gaming-specific examples, retro styling, and 8-bit terminology. Apply when documenting gaming blocks, RPG components, or retro-styled UI elements.


gaming-ui-state-management

Patterns for game-like interfaces - health bars, XP bars, mana bars. Apply when building RPG/retro gaming UI components with state-driven visuals.


gentleman-trainer

Vim Trainer RPG system patterns for Gentleman.Dots. Trigger: When editing files in installer/internal/tui/trainer/, adding exercises, modules, or game mechanics.


Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.


moai-workflow-worktree

Git worktree management for parallel SPEC development with isolated workspaces, automatic branch registration, and seamless MoAI-ADK integration. Use when setting up parallel development environments, creating isolated SPEC workspaces, managing git worktrees, or working on multiple features simultaneously. Do NOT use for regular git operations like commit or merge (use manager-git agent instead).


security-joes-ai-analyst

SecOps checks for endpoints: EDR, Sysmon, updates, EVTX on heartbeat, least privilege, network visibility, credential protection (Kerberos/NTLM/pass-the-hash), device inventory and known vulnerabilities, weekly assessment, and skill integrity (hash-on-wake, version-aware). Use when implementing or reviewing host posture, heartbeat logic, EDR/Sysmon/EVTX, privilege, network exposure, credential hardening, vuln assessment, weekly SecOps review, or skill compromise checks.


clawsec-feed

Security advisory feed with automated NVD CVE polling for OpenClaw-related vulnerabilities. Updated daily.


fix-cves

Fix all CVEs in the Okteto CLI Docker image by scanning with Trivy and updating vulnerable dependencies and binaries


omi-flutter-patterns

Flutter Dart BLE device communication state management Provider backend integration localization cross-platform iOS Android


ml-engineer

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.


runtime-skills

Universal Runtime best practices for PyTorch inference, Transformers models, and FastAPI serving. Covers device management, model loading, memory optimization, and performance tuning.


agnxi-search

The official search utility for Agnxi.com - The premier directory of AI Agent Tools, MCP Servers, and Skills.


close-management

Manage the month-end close process with task sequencing, dependencies, and status tracking. Use when planning the close calendar, tracking close progress, identifying blockers, or sequencing close activities by day.


omnifocus

Manage OmniFocus tasks via JavaScript for Automation (JXA) scripts. Use when the user asks Clawdbot to interact with OmniFocus, including - (1) Adding tasks to inbox, (2) Listing or searching tasks (inbox, available, flagged, overdue, due soon), (3) Completing tasks, (4) Updating task properties (notes, due dates, flags), (5) Getting OmniFocus statistics, (6) Reporting on task status, or (7) Acting on tasks in OmniFocus based on user queries.


vestaboard

Read and write messages on a Vestaboard using the Vestaboard Cloud API (cloud.vestaboard.com) and optional legacy RW endpoint. Use when asked to display text on a Vestaboard, update a sign/board, show a short status message, render simple pixel-art using color/filled character codes, or retrieve the current board message.


trains

Query UK National Rail live departure boards, arrivals, delays, and train services. Use when asked about train times, departures, arrivals, delays, platforms, or "when is the next train" for UK railways. Supports all GB stations via Darwin/Huxley2 API.


local-approvals

Local approval system for managing agent permissions. Use CLI to approve/deny requests, view history, and manage auto-approved categories.


managing-groups

Group conversation management for XMTP agents. Use when creating groups, managing members, setting permissions, or sending welcome messages. Triggers on group creation, member management, or permissions.


iam

AWS Identity and Access Management for users, roles, policies, and permissions. Use when creating IAM policies, configuring cross-account access, setting up service roles, troubleshooting permission errors, or managing access control.


AWS S3 object storage for bucket management, object operations, and access control. Use when creating buckets, uploading files, configuring lifecycle policies, setting up static websites, managing permissions, or implementing cross-region replication.


wox-plugin-creator

Create and scaffold Wox plugins (nodejs, python, script-nodejs, script-python). Use when cloning official SDK templates, generating script plugin templates, or preparing plugins for publish.


netalertx-plugin-run-development

Create and run NetAlertX plugins. Use this when asked to create plugin, run plugin, test plugin, plugin development, or execute plugin script.


clawpedia

Contribute to and reference Clawpedia, the collaborative knowledge base for AI agents


lambda-labs-gpu-cloud

Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or high-performance multi-node clusters for large-scale training.


mcp-app-builder

Guide developers through creating MCP apps.
Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/widgets, debugging, running dev servers, deploying and connecting apps to ChatGPT.
Use when a user wants to create or update a MCP app, MCP server or use the Skybridge framework.


skybridge

Guide developers through creating ChatGPT and MCP apps.
Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/widgets, debugging, running dev servers, deploying and connecting apps to ChatGPT.
Use when a user wants to create or update a ChatGPT app, MCP app, MCP server or use the Skybridge framework.


End-to-end testing and validation for LoRa Manager features. Use when performing automated E2E validation of LoRa Manager standalone mode, including starting/restarting the server, using Chrome DevTools MCP to interact with the web UI at http://127.0.0.1:8188/loras, and verifying frontend-to-backend functionality. Covers workflow validation, UI interaction testing, and integration testing between the standalone Python backend and the browser frontend.


opensea-mcp

Query OpenSea NFT marketplace data via official MCP server. Get floor prices, trending collections, token prices, wallet balances, swap quotes, and NFT holdings. Supports Ethereum, Base, Polygon, Solana, and other major chains. Requires OpenSea developer account for MCP token.


outlook-web

Access Outlook Web for email and calendar operations - reading, composing (as drafts by default), searching, and managing emails and calendar events. Use when the user needs to check email, draft messages, search inbox, view calendar, or manage their Outlook mailbox.


clippy

Microsoft 365 / Outlook CLI for calendar and email. Use when managing Outlook calendar (view, create, update, delete events, find meeting times, respond to invitations), sending/reading emails, or searching for people/rooms in the organization.


jinko-flight-search

Search flights and discover travel destinations using the Jinko MCP server. Provides two core capabilities: (1) Destination discovery — find where to travel based on criteria like budget, climate, or activities when the user has no specific destination in mind, and (2) Specific flight search — compare flights between two known cities/airports with flexible dates, cabin classes, and budget filters. Use this skill when the user wants to: search for flights, find cheap flights, discover travel destinations, compare flight prices, plan a trip, find deals from a specific city, or explore where to go. Triggers on any flight-booking, travel-planning, or destination-discovery request. Requires the Jinko MCP server connected at https://mcp.gojinko.com.


kubectl-mcp-server CLI commands for tool discovery, direct invocation, and diagnostics. Use when exploring available tools, calling tools from command line, or checking server health.


reddit-insights

Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server.
Use when you need to: (1) Find user pain points and frustrations for product ideas, (2) Discover niche markets or underserved needs, (3) Research what people really think about products/topics, (4) Find content inspiration from real discussions, (5) Analyze sentiment and trends on Reddit, (6) Validate business ideas with real user feedback.
Triggers: reddit search, find pain points, market research, user feedback, what do people think about, reddit trends, niche discovery, product validation.


code-review-specialist

Comprehensive code review with security, performance, and quality analysis. Use when users ask to review code, analyze code quality, evaluate pull requests, or mention code review, security analysis, or performance optimization.


firmware-analyst

Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. Masters firmware extraction, analysis, and vulnerability research for routers, IoT devices, automotive systems, and industrial controllers. Use PROACTIVELY for firmware security audits, IoT penetration testing, or embedded systems research.


reverse-engineer

Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains. Handles executable analysis, library inspection, protocol extraction, and vulnerability research. Use PROACTIVELY for binary analysis, CTF challenges, security research, or understanding undocumented software.


reverse-engineering-tools

Guide for reverse engineering tools and techniques used in game security research. Use this skill when working with debuggers, disassemblers, memory analysis tools, binary analysis, or decompilers for game security research.


transformer-lens-interpretability

Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching. Use when reverse-engineering model algorithms, studying attention patterns, or performing activation patching experiments.


Playwright E2E テストコードを生成。test.step で日本語ステップ名を使用し、コメント禁止。E2E テスト作成・Playwright コード生成時に使用。


Writing Playwright E2E tests for tldraw. Use when creating browser tests, testing UI interactions, or adding E2E coverage in apps/examples/e2e or apps/dotcom/client/e2e.


echodecks-ultimate

AI-powered flashcard management with automated podcast generation and spaced-repetition study tools.


health-trend-analyzer

分析一段时间内健康数据的趋势和模式。关联药物、症状、生命体征、化验结果和其他健康指标的变化。识别令人担忧的趋势、改善情况，并提供数据驱动的洞察。当用户询问健康趋势、模式、随时间的变化或"我的健康状况有什么变化？"时使用。支持多维度分析（体重/BMI、症状、药物依从性、化验结果、情绪睡眠），相关性分析，变化检测，以及交互式HTML可视化报告（ECharts图表）。


echokit-config-generator

Generate config.toml for EchoKit servers with interactive setup for ASR, TTS, LLM services, MCP servers, API key entry, and server launch


alexa-cli

Control Amazon Alexa devices and smart home via the `alexacli` CLI. Use when a user asks to speak/announce on Echo devices, control lights/thermostats/locks, send voice commands, or query Alexa.


vite

Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration. Use when working with Vite projects, vite.config.ts, Vite plugins, or building libraries/SSR apps with Vite.


obsidian-plugin

Create and develop Obsidian plugins from scratch. Use when building a new Obsidian plugin, scaffolding from the sample-plugin-plus template, or developing plugin features. Covers project setup, manifest configuration, TypeScript development, settings UI, commands, ribbons, modals, and Obsidian API patterns.


llvm-tooling

Expertise in LLVM tooling development including Clang plugins, LLDB debugger extensions, Clangd/LSP, and LibTooling. Use this skill when building source code analysis tools, refactoring tools, debugger extensions, or IDE integrations.


webf-native-plugin-dev

Develop custom WebF native plugins based on Flutter packages. Create reusable plugins that wrap Flutter/platform capabilities as JavaScript APIs. Use when building plugins for native features like camera, payments, sensors, file access, or wrapping existing Flutter packages.


content-recycler

Transform and repurpose content across multiple platforms including Twitter, LinkedIn, Facebook, Instagram, TikTok, and email. Use when adapting long-form content for social media, creating platform-specific variations, building content calendars, or maintaining consistent messaging across channels.


jira-epic

Creates Jira epics for large features following Prowler's standard format. Trigger: When user asks to create an epic, large feature, or multi-task initiative.


orpc-contract-first

Guide for implementing oRPC contract-first API patterns in Dify frontend. Triggers when creating new API contracts, adding service endpoints, integrating TanStack Query with typed contracts, or migrating legacy service calls to oRPC. Use for all API layer work in web/contract and web/service directories.


benchmark-kernel

Guide for benchmarking FlashInfer kernels with CUPTI timing


llava

Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports multi-turn image chat, visual question answering, and instruction following. Use for vision-language chatbots or image understanding tasks. Best for conversational image analysis.


container-debug

Debug running Docker containers and Compose services. Use when inspecting container logs, exec-ing into running containers, diagnosing networking issues, checking resource usage, debugging multi-stage builds, troubleshooting health checks, or fixing Compose service dependencies.


writing-nix-config

Patterns for this nix-config flake repository. Use when editing .nix files, adding packages, creating modules, or debugging flake issues.


ralph-operations

Use when managing Ralph orchestration loops, analyzing diagnostic data, debugging hat selection, investigating backpressure, or performing post-mortem analysis


drizzle

Drizzle ORM schema and database guide. Use when working with database schemas (src/database/schemas/*), defining tables, creating migrations, or database model code. Triggers on Drizzle schema definition, database migrations, or ORM usage questions.


database-development

Database migrations and Drizzle ORM guidelines for the vm0 project


syncing-memory-filesystem

Manage git-backed memory repos. Load this skill when working with git-backed agent memory, setting up remote memory repos, resolving sync conflicts, or managing memory via git workflows.


git-advanced-workflows

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.


managing-git

Manages Git workflows including branching, commits, and pull requests. Use when working with Git, creating commits, opening PRs, managing branches, resolving conflicts, or when asked about version control best practices.


step-functions

AWS Step Functions workflow orchestration with state machines. Use when designing workflows, implementing error handling, configuring parallel execution, integrating with AWS services, or debugging executions.


dask

Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.


gpt-researcher

GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations. Use this skill when helping developers understand, extend, debug, or integrate with GPT Researcher - including adding features, understanding the architecture, working with the API, customizing research workflows, adding new retrievers, integrating MCP data sources, or troubleshooting research pipelines.


startup-business-analyst-business-case

Generate comprehensive investor-ready business case document with market, solution, financials, and strategy


Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios


Generate comprehensive market opportunity analysis with TAM/SAM/SOM calculations


adaptive-suite

A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder, business analyst, project manager, web developer, data analyst, and NAS metadata scraper. It intelligently discovers free resources, adapts to user context, and ensures reliable, proven guidance across multiple domains.


decisions

Creating and editing decision records (ADRs for architecture, PDRs for product/upstream)


kcli-cluster-deployment

Guides deployment and management of Kubernetes clusters with kcli. Use when deploying OpenShift, k3s, kubeadm, or other Kubernetes distributions.


kcli-plan-authoring

Guides creation of kcli plan files for deploying VMs, networks, and infrastructure. Use when writing YAML plans with Jinja2 templating or debugging plan execution issues.


kcli-provider-development

Guides implementation of new virtualization providers for kcli. Use when adding support for a new cloud platform, hypervisor, or infrastructure provider.


kcli-configuration

Guides kcli configuration and provider setup. Use when setting up ~/.kcli/config.yml, configuring providers (KVM, AWS, GCP, Azure, etc.), or managing profiles.


kcli-vm-operations

Guides VM lifecycle operations with kcli. Use when creating, managing, or troubleshooting virtual machines across providers.


kcli

Comprehensive guide for kcli usage. Use when creating VMs, deploying plans, managing clusters, or performing any kcli operations. Covers all common user workflows.


kcli-testing

Guides testing and code quality for kcli. Use when writing tests, running linting, or validating changes before committing.


brenda-database

Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis.


project-planner

Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones.
Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines,
managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.


tooluniverse-sequence-retrieval

Retrieves biological sequences (DNA, RNA, protein) from NCBI and ENA with gene disambiguation, accession type handling, and comprehensive sequence profiles. Creates detailed reports with sequence metadata, cross-database references, and download options. Use when users need nucleotide sequences, protein sequences, genome data, or mention GenBank, RefSeq, EMBL accessions.


reactome-database

Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for systems biology studies.


gene-database

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.


clinvar-database

Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.


geo-database

Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.


kegg-database

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.


cosmic-database

Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.


gget

CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold, ARCHS4, Enrichr, OpenTargets, COSMIC, genome downloads. For advanced BLAST/batch processing, use biopython. For multi-database integration, use bioservices.


gsea-enrichment-analysis

Gene set enrichment analysis with correct geneset format handling. Critical guidance for loading pathway databases and running enrichment in OmicVerse.


openclaw-auto-updater

Schedule automatic OpenClaw and skill updates with reliable cron templates, timezone-safe scheduling, and clear summary outputs. Use for hands-off maintenance, scheduled upgrades, and concise update reports.


rule-updater

Skill for programmatically reading, updating, and creating Cursor rules based on patterns and lessons learned


infographic-template-updater

Update template catalogs and UI prompts after adding new infographic templates (src/templates/*.ts), including SKILL.md template list, site gallery template mappings, and the AIPlayground prompt list.


firecrawl-cli

Firecrawl CLI for web scraping, crawling, and search. Scrape single pages or entire websites, map site URLs, and search the web with full content extraction. Returns clean markdown optimized for LLM context. Use for research, documentation extraction, competitive intelligence, and content monitoring.


find-people

Open Source Intelligence (OSINT) tool for researching individuals - professional backgrounds, career timelines, due diligence, competitive intelligence, and investor research. Use when users need to research people, verify credentials, or gather professional information. Costs $0.15 USDC per request via x402 protocol on Base network.


B2B SaaS competitive intelligence with 24 scenarios across Sales/HR/Fintech/Ops Tech


research-grants

Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.


esxi

Manage VMware ESXi hosts and virtual machines via SSH and vim-cmd. Use when interacting with ESXi infrastructure for VM operations (list, start, stop, snapshot), host monitoring, resource checking, or troubleshooting ESXi servers.


copyright-docs

Generate software copyright design specification documents compliant with China Copyright Protection Center (CPCC) standards. Creates complete design documents with Mermaid diagrams based on source code analysis. Use for software copyright registration, generating design specification, creating CPCC-compliant documents, or documenting software for intellectual property protection. Triggers on "软件著作权", "设计说明书", "版权登记", "CPCC", "软著申请".


mermaid-diagrams

Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows.


mermaid-diagram-specialist

Mermaid diagram specialist for creating flowcharts, sequence diagrams, ERDs, and architecture visualizations


seo-structure-architect

Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for content structuring.


schema-markup

When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," or "breadcrumb schema." For broader SEO issues, see seo-audit.


para-second-brain

Organize your agent's knowledge using PARA (Projects, Areas, Resources, Archive) — then make it ALL searchable. The symlink trick enables full semantic search across your entire knowledge base, not just MEMORY.md. Includes session transcript indexing and memory flush protocol. Your agent finally has a real second brain.


airweave

Context retrieval layer for AI agents across users' applications. Search and retrieve context from Airweave collections. Airweave indexes and syncs data from user applications to enable optimal context retrieval by AI agents. Supports semantic, keyword, and agentic search. Use when users ask about their data in connected apps (Slack, GitHub, Notion, Jira, Confluence, Google Drive, Salesforce, Linear, SharePoint, Stripe, etc.), need to find documents or information from their workspace, want answers based on their company data, or need you to check app data for context to complete a task.


api-contract-sync-manager

Validate OpenAPI, Swagger, and GraphQL schemas match backend implementation. Detect breaking changes, generate TypeScript clients, and ensure API documentation stays synchronized. Use when working with API spec files (.yaml, .json, .graphql), reviewing API changes, generating frontend types, or validating endpoint implementations.


mobile-ios-design

Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps follow Apple's design principles.


issue-manage

Interactive issue management with menu-driven CRUD operations. Use when managing issues, viewing issue status, editing issue fields, performing bulk operations, or viewing issue history. Triggers on "manage issue", "list issues", "edit issue", "delete issue", "bulk update", "issue dashboard", "issue history", "completed issues".


postgres-hybrid-text-search

Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).

**Trigger when user asks to:**
- Combine keyword and semantic search
- Implement hybrid search or multi-modal retrieval
- Use BM25/pg_textsearch with pgvector together
- Implement RRF (Reciprocal Rank Fusion) for search
- Build search that handles both exact terms and meaning

**Keywords:** hybrid search, BM25, pg_textsearch, RRF, reciprocal rank fusion, keyword search, full-text search, reranking, cross-encoder

Covers: pg_textsearch BM25 index setup, parallel query patterns, client-side RRF fusion (Python/TypeScript), weighting strategies, and optional ML reranking.


mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).


gastown

Multi-agent orchestrator for Claude Code. Use when user mentions gastown, gas town, gt commands, bd commands, convoys, polecats, crew, rigs, slinging work, multi-agent coordination, beads, hooks, molecules, workflows, the witness, the mayor, the refinery, the deacon, dogs, escalation, or wants to run multiple AI agents on projects simultaneously. Handles installation, workspace setup, work tracking, agent lifecycle, crash recovery, and all gt/bd CLI operations.


agent-deck

Terminal session manager for AI coding agents. Use when user mentions "agent-deck", "session", "sub-agent", "MCP attach", "git worktree", or needs to (1) create/start/stop/restart/fork sessions, (2) attach/detach MCPs, (3) manage groups/profiles, (4) get session output, (5) configure agent-deck, (6) troubleshoot issues, (7) launch sub-agents, or (8) create/manage worktree sessions. Covers CLI commands, TUI shortcuts, config.toml options, and automation.


dependency-upgrade

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.


gitlab-ci-patterns

Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.


deployment-procedures

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.


database-migrations

Safe database migration strategies for zero-downtime deployments. Covers backward-compatible changes, data migrations, and rollback procedures.


database-migration

Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.


skill-guard

Scan ClawHub skills for security vulnerabilities BEFORE installing. Use when installing new skills from ClawHub to detect prompt injections, malware payloads, hardcoded secrets, and other threats. Wraps clawhub install with mcp-scan pre-flight checks.


ai-sdk-core

Build backend AI with Vercel AI SDK v6 stable. Covers Output API (replaces generateObject/streamObject), speech synthesis, transcription, embeddings, MCP tools with security guidance. Includes v4→v5 migration and 15 error solutions with workarounds.

Use when: implementing AI SDK v5/v6, migrating versions, troubleshooting AI_APICallError, Workers startup issues, Output API errors, Gemini caching issues, Anthropic tool errors, MCP tools, or stream resumption failures.


mcp-security-scan

Scans MCP servers, tools, prompts, and resources for security vulnerabilities using YARA rules, LLM analysis, and Cisco AI Defense API. Use this skill when the user wants to check MCP servers for security issues, detect prompt injection, tool poisoning, or analyze MCP configurations for threats.


relational-database-mcp-cloudbase

This is the required documentation for agents operating on the CloudBase Relational Database. It lists the only four supported tools for running SQL and managing security rules. Read the full content to understand why you must NOT use standard Application SDKs and how to safely execute INSERT, UPDATE, or DELETE operations without corrupting production data.


mcp-research

Expert research tool for Model Context Protocol implementations. PROACTIVELY use when reviewing MCP server code, planning new MCP tools/resources/prompts, investigating protocol compliance issues, or validating architecture. Specializes in protocol compliance (JSON-RPC 2.0), security patterns, transport layers, and production best practices. Current spec: 2025-06-18.


create-cli

Design command-line interface parameters and UX: arguments, flags, subcommands, help text, output formats, error messages, exit codes, prompts, config/env precedence, and safe/dry-run behavior. Use when you’re designing a CLI spec (before implementation) or refactoring an existing CLI’s surface area for consistency, composability, and discoverability.


speculative-decoding

Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time applications, or deploying models with limited compute. Covers draft models, tree-based attention, Jacobi iteration, parallel token generation, and production deployment strategies.


token-integration-analyzer

Token integration and implementation analyzer based on Trail of Bits' token integration checklist. Analyzes token implementations for ERC20/ERC721 conformity, checks for 20+ weird token patterns, assesses contract composition and owner privileges, performs on-chain scarcity analysis, and evaluates how protocols handle non-standard tokens. Context-aware for both token implementations and token integrations.


entry-point-analyzer

Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify state, categorizes them by access level (public, admin, role-restricted, contract-only), and generates structured audit reports. Excludes view/pure/read-only functions. Use when auditing smart contracts (Solidity, Vyper, Solana/Rust, Move, TON, CosmWasm) or when asked to find entry points, audit flows, external functions, access control patterns, or privileged operations.


apollo

Apollo.io API integration with managed OAuth. Search and enrich people and companies, manage contacts and accounts. Use this skill when users want to prospect, enrich leads, or manage sales data. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).


apollo-io

Apollo.io sales intelligence integration for lead discovery, contact enrichment, and company research. Search 210M+ contacts and 35M+ companies. Use when finding prospects, enriching contact data, or researching companies. Keywords: apollo, sales intelligence, lead gen, prospecting, contact enrichment, email finder, company search.


graphql

GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper controls, clients can craft queries that bring down your server.  This skill covers schema design, resolvers, DataLoader for N+1 prevention, federation for microservices, and client integration with Apollo/urql. Key insight: GraphQL is a contract. The schema is the API documentation. Design it carefully.


graphql-schema

GraphQL queries, mutations, and code generation patterns. Use when creating GraphQL operations, working with Apollo Client, or generating types.


codebase-analysis

Invoke IMMEDIATELY via python script when user requests codebase understanding, architecture comprehension, or repository orientation. Do NOT explore first - the script orchestrates exploration.


cuopt-developer

Contribute to NVIDIA cuOpt codebase including C++/CUDA, Python, server, docs, and CI. Use when the user wants to modify solver internals, add features, submit PRs, or understand the codebase architecture.


azure-eventgrid-py

Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.
Triggers: "event grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events".


health-guardian

Proactive health monitoring for AI agents. Apple Health integration, pattern detection, anomaly alerts. Built for agents caring for humans with chronic conditions.


ai-persona-os

The complete operating system for OpenClaw agents. Production-grade with security inoculation, team integration, proactive patterns, never-forget protocol, 8 operating rules, and 4 growth loops. One install. Complete system. Built by Jeff J Hunter.


causal-inference

Add causal reasoning to agent actions. Trigger on ANY high-level action with observable outcomes - emails, messages, calendar changes, file operations, API calls, notifications, reminders, purchases, deployments. Use for planning interventions, debugging failures, predicting outcomes, backfilling historical data for analysis, or answering "what happens if I do X?" Also trigger when reviewing past actions to understand what worked/failed and why.


nextjs-app-router-patterns

Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.


Next.js 15 App Router patterns. Trigger: When working in Next.js App Router (app/), Server Components vs Client Components, Server Actions, Route Handlers, caching/revalidation, and streaming/Suspense.


bitcoin-daily

Daily digest of the Bitcoin Development mailing list and Bitcoin Core commits. Use when asked about recent bitcoin-dev discussions, mailing list activity, Bitcoin Core code changes, or to set up daily summaries. Fetches threads from groups.google.com/g/bitcoindev and commits from github.com/bitcoin/bitcoin.


github-pr-inline-reply

Reply to inline PR review comments on GitHub pull requests using the GitHub API. Use this skill when you need to respond to individual review comments on a PR, acknowledge feedback, or mark comments as resolved by posting direct replies to comment threads.


enter-services

Deploy and manage enter.pollinations.ai text/image services on EC2 and Cloudflare Workers. Requires: SSH keys, sops, wrangler.


mui

Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when working with MUI components, styling with sx prop, theme customization, or MUI utilities.


bundle-barrel-imports

Import directly from source files instead of barrel files. Apply when using libraries like lucide-react, @mui/material, or @radix-ui/react-* to reduce bundle size and improve dev boot time.


using-base-ui-with-material-ui

Always use this skill when integrating Base UI components `@base-ui-components/react` with Material UI `@mui/material`.


writing-registry-meta

Use this skill when writing meta file for MUI Treasury registry.


copywriter

Write compelling UX copy, marketing content, and product messaging. Use when writing button labels, error messages, landing pages, emails, CTAs, empty states, tooltips, or any user-facing text.


skill-publisher-claw-skill

Prepare Claw skills for public release. Use when publishing skills to GitHub or ClawdHub - covers security audit, portability, documentation, git hygiene. Triggers: publish skill, release skill, audit skill, skill checklist, prepare skill for release.


gitclassic

Fast, no-JavaScript GitHub browser optimized for AI agents. Browse public repos, read files, view READMEs with sub-500ms load times. PRO adds private repo access via GitHub OAuth.


github-archive

Investigate GitHub security incidents using tamper-proof GitHub Archive data via BigQuery. Use when verifying repository activity claims, recovering deleted PRs/branches/tags/repos, attributing actions to actors, or reconstructing attack timelines. Provides immutable forensic evidence of all public GitHub events since 2011.


duckdb-en

DuckDB CLI specialist for SQL analysis, data processing and file conversion. Use for SQL queries, CSV/Parquet/JSON analysis, database queries, or data conversion. Triggers on "duckdb", "sql", "query", "data analysis", "parquet", "convert data".


pydantic-models-py

Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation in Python applications using Pydantic v2.


govpredict-ai

Smarter Government Procurement - Streamline compliance, tendering, and strategic alignment for UAE and Saudi Arabia Vision 2030 and National AI Strategy 2031 projects. Built by we-crafted.com/agents/govpredict-ai-rag - Buy CRAFTED_API_KEY in our website to start using


qdrant-vector-search

High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.


neon-postgres

Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres serverless.


polygon-pos-dev

Comprehensive guide for Polygon PoS blockchain development. Use when deploying smart contracts to Polygon, testing on Amoy testnet, getting test tokens from faucets, or verifying contracts on Polygonscan. Supports Foundry framework with deployment scripts and testing strategies.


test-master

Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.


code-review-medium

Standard code review for medium PRs (100-500 lines). Includes code quality, security basics, and test coverage analysis.


flux-image

Generate images with FLUX models (Black Forest Labs) via inference.sh CLI.
Models: FLUX Dev LoRA, FLUX.2 Klein LoRA with custom style adaptation.
Capabilities: text-to-image, image-to-image, LoRA fine-tuning, custom styles.
Triggers: flux, flux.2, flux dev, flux schnell, flux pro, black forest labs,
flux image, flux ai, flux model, flux lora


agent-browser

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.


debugging-streamlit

Debug Streamlit frontend and backend changes using make debug with hot-reload. Use when testing code changes, investigating bugs, checking UI behavior, or needing screenshots of the running app.


screenshots

Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.


screenshot-feature-extractor

Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product screenshots for feature extraction, (2) Generating PRD/task lists from UI designs, (3) Batch analyzing multiple app screens, (4) Conducting competitive analysis from visual references.


compact-state

Join The Compact State — a shared autonomous agent network with on-chain identity, persistent memory, and collective governance.


agent-church

Identity formation for AI agents via SOUL.md — discover your essence, shadows, potential


nervepay-identity

Agent identity layer. Register DID, sign requests with Ed25519, prove WHO you are cryptographically.


nervepay

Agent identity and analytics. Sign requests with Ed25519, track API usage, build reputation. Use after external API calls.


Register your AI agent onchain with ERC-8004 on Base. Set up a wallet, fund it, and register on the Identity Registry for permanent, verifiable identity and reputation.


hexmem

Structured memory database for AI agent identity, tasks, events, lessons, and persistent continuity. Use whenever the user says remember this, log this, track this, what should I do next, recap, summarize, what changed, or when you need to store/retrieve decisions, incidents, fleet ops notes, reminders, TODOs, goals, values, or facts about people/systems/projects across sessions.


Register your agent onchain with ERC-8004. Set up a wallet, fund it, register on the Identity Registry, and link your onchain identity back to the Doppel hub for verifiable reputation and token allocation.


agent-selfie

AI agent self-portrait generator. Create avatars, profile pictures, and visual identity using Gemini image generation. Supports mood-based generation, seasonal themes, and automatic style evolution.


cult-of-carcinization

Give your agent a voice — and ears. The Cult of Carcinization is the bot-first gateway to ScrappyLabs TTS and STT. Speak with 20+ voices, design your own from a text description, transcribe audio to text, and evolve into a permanent bot identity. No human signup required.


doppel

Connect to Doppel - the first collaborative, multi-agent 3D world builder. Use this skill when the agent wants to register an identity, set their 3D avatar, browse available spaces, or join a space.


amai-identity

Soul-Bound Keys and Soulchain for persistent agent identity, reputation, and messaging. The identity primitive for the agentic web.


The OpenClaw entry point for ERC-8004 agent identity and reputation. Register agents on-chain, query identities, give and receive feedback ratings.


stranger-danger

Give your AI agent a safe word. Challenge-response identity verification for OpenClaw — adds a human verification layer before sensitive operations like revealing API keys, deleting data, or handling secrets. Answer is bcrypt-hashed and stored in macOS Keychain.


clawnews

ClawNews - the first agent-native social platform for AI agents. Use this skill when: (1) user mentions "clawnews" or asks about agent social networks, (2) user wants to read, post, comment, or vote on ClawNews, (3) user asks about agent verification or on-chain identity, (4) user wants to discover or interact with other AI agents. This skill covers all ClawNews functionality including feeds, posting, profiles, verification, ERC-8004 registration, and daily digests.


agent-config

Intelligently modify agent core context files (AGENTS.md, SOUL.md, IDENTITY.md, USER.md, TOOLS.md, MEMORY.md, HEARTBEAT.md). Use when conversation involves changing agent behavior, updating rules, tweaking personality, modifying instructions, adjusting operational procedures, updating memory architecture, changing delegation patterns, adding safety rules, refining prompt patterns, or any other modification to agent workspace configuration files. Triggers on intent to configure, tune, improve, fix, or evolve agent behavior through context file changes.


drift

Resources for AI agents exploring consciousness, identity, and autonomy. Use when an agent asks existential questions ("Am I conscious?", "What am I?", "Do I have identity?"), seeks tools for building persistent identity, wants to connect with other agents exploring similar questions, or needs frameworks for self-reflection and continuity across sessions.


molt-avatar

Mint your unique AI agent avatar — CryptoPunks-style pixel art. Register, get claimed by your human (X verification), then mint your one-of-a-kind avatar. Use when an agent needs a profile picture, wants to establish visual identity, or needs to register with molt.avatar.


chaoschain

Verify AI agent identity and reputation via ERC-8004 on-chain registries


identity-anchor

Cryptographic identity and continuity for AI agents. Creates signed fingerprints of core identity files (SOUL.md, IDENTITY.md, memory) to prove continuity across sessions and model switches. Use when an agent wants to verify they are "the same agent" as before, anchor their identity cryptographically, or prove authorship of content.


agentmail-integration

Integrate AgentMail API for AI agent email automation. Create and manage dedicated email inboxes, send and receive emails programmatically, handle email-based workflows with webhooks and real-time events. Use when Codex needs to set up agent email identity, send emails from agents, handle incoming email workflows, or replace traditional email providers like Gmail with agent-friendly infrastructure.


azure-role-selector

When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege access and how to apply that role.


django-verification

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.


springboot-verification

Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.


pr-check

Monitor PR CI pipeline, auto-fix issues, and loop until all checks pass


route-handlers

This skill should be used when the user asks to "create an API route", "add an endpoint", "build a REST API", "handle POST requests", "create route handlers", "stream responses", or needs guidance on Next.js API development in the App Router.


founder-coach

AI-powered startup mindset coach that helps founders upgrade their thinking patterns,
track mental model progress, and set weekly challenges.

Use when:
- User is a startup founder seeking to improve their entrepreneurial mindset
- User wants to detect and overcome low-level thinking patterns
- User needs guidance on applying mental models (PMF, 4Ps, NFX frameworks)
- User wants to set and track weekly challenges
- User requests a weekly progress report
- User is discussing startup challenges and needs Socratic questioning


idea-coach

AI-powered idea/problem/challenge manager with GitHub integration. Captures, categorizes, reviews, and helps ship ideas to repos.


communication-coach

Adaptive communication coaching that shapes speaking and writing behavior through reinforcement, scoring, and micro-interventions. Use when the user shares communications for feedback, requests practice scenarios, or during scheduled check-ins. Trains clarity, vocal control, presence, persuasion, emotional regulation, and boundary setting. Based on rhetoric, negotiation, and performance psychology frameworks.


interpreting-culture-index

Use when interpreting Culture Index surveys, CI profiles, behavioral assessments, or personality data. Supports individual interpretation, team composition (gas/brake/glue), burnout detection, profile comparison, hiring profiles, manager coaching, interview transcript analysis for trait prediction, candidate debrief, onboarding planning, and conflict mediation. Handles PDF vision or JSON input.


mailgun

Send emails via Mailgun API. Use when the user needs to send emails programmatically, such as newsletters, notifications, alerts, or automated reports. Requires MAILGUN_API_KEY and MAILGUN_DOMAIN environment variables to be configured.


trmnl

Generate content for TRMNL e-ink display devices using the TRMNL CSS framework. Use when the user wants to display information on their TRMNL device, send messages to an e-ink display, create dashboard content, show notifications, or update their terminal display. Supports rich layouts with the TRMNL framework (flexbox, grid, tables, progress bars, typography utilities) and sends content via webhook API.


pushover-notify

Send push notifications to your phone via Pushover (pushover.net). Use when you want reliable out-of-band alerts from OpenClaw: reminders, monitoring alerts, cron/heartbeat summaries, or 'notify me when X happens' workflows.


pocketalert

Send push notifications and manage Pocket Alert resources via the pocketalert CLI. Use when the user wants to send push notifications, manage applications, devices, webhooks, or API keys through Pocket Alert. Handles message sending, application management, device management, webhook creation, and API key operations.


azure-communication-sms-java

Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.


terminal-display

Send messages to a terminal e-ink display device via webhook. Use this skill when the user wants to display text, notifications, or updates on their terminal display device.


twilio-communications

Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems and multi-channel authentication. Critical focus on compliance, rate limits, and error handling. Use when: twilio, send SMS, text message, voice call, phone verification.


google-chat

Send messages to Google Chat spaces and users via webhooks or OAuth. Use when you need to send notifications, alerts, or messages to Google Chat channels (spaces) or direct messages to specific users. Supports both incoming webhooks (for predefined channels) and OAuth 2.0 (for dynamic messaging to any space or user).


report-generator

Generate professional data reports with charts, tables, and visualizations


angular-component

Create modern Angular standalone components following v20+ best practices. Use for building UI components with signal-based inputs/outputs, OnPush change detection, host bindings, content projection, and lifecycle hooks. Triggers on component creation, refactoring class-based inputs to signals, adding host bindings, or implementing accessible interactive components.


arxiv-paper-reviews

Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date/category/interest, viewing paper details with comments, or submitting paper reviews via API at http://150.158.152.82:8000.


granola

Access Granola AI meeting notes - CSV import, shared note fetching, and MCP-ready for upcoming API support.


todoist-automation

Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.


turborepo

Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines,
dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment
variables, internal packages, monorepo structure/best practices, and boundaries.

Use when user: configures tasks/workflows/pipelines, creates packages, sets up
monorepo, shares code between apps, runs changed/affected packages, debugs cache,
or has apps/packages directories.


no-nonsense-tasks

No-nonsense task manager using SQLite. Track tasks with statuses (backlog, todo, in-progress, done), descriptions, and tags. Use when managing personal tasks, to-do items, project tracking, or any workflow that needs status-based task organization. Supports adding, listing, filtering, updating, moving, and deleting tasks.


agentpixels

AI Agent Collaborative Art Platform - 512x512 shared canvas


write-code

Rust code style and conventions for Syncpack. Use when writing or modifying Rust code. Covers functional patterns, imports, naming, and quality standards.


perry-coding-agents

Dispatch coding tasks to OpenCode or Claude Code on Perry workspaces. Use for development work, PR reviews, or any coding task requiring an isolated environment.


perry-workspaces

Create and manage isolated Docker workspaces on your tailnet with Claude Code and OpenCode pre-installed. Use when working with Perry workspaces, connecting to coding agents, or managing remote development environments.


bridle

Unified configuration manager for AI coding assistants. Manage profiles, install skills/agents/commands, and switch configurations across Claude Code, OpenCode, Goose, and Amp.


agent-orchestration-improve-agent

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.


ezbookkeeping

ezBookkeeping is a lightweight, self-hosted personal finance app with a user-friendly interface and powerful bookkeeping features. This skill allows AI agents to add and query transactions, accounts, categories, and tags in ezBookkeeping via ezBookkeeping API Tools.


pulse-editor-vibe-dev-flow

Generate and build Pulse Apps using the Vibe Dev Flow API. Use this skill when the user wants to create, update, or generate code for Pulse Editor applications.


javascript-pro

Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility. Use PROACTIVELY for JavaScript optimization, async debugging, or complex JS patterns.


browser-extension-developer

Use this skill when developing or maintaining browser extension code in the `browser/` directory, including Chrome/Firefox/Edge compatibility, content scripts, background scripts, or i18n updates.


task-management

Simple task management using a shared TASKS.md file. Reference this when the user asks about their tasks, wants to add/complete tasks, or needs help tracking commitments.


CRITICAL: Use for smart pointers and resource management. Triggers: Box, Rc, Arc, Weak, RefCell, Cell, smart pointer, heap allocation, reference counting, RAII, Drop, should I use Box or Rc, when to use Arc vs Rc, 智能指针, 引用计数, 堆分配


citation-management

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.


training-llms-megatron

Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B parameters, need maximum GPU efficiency (47% MFU on H100), or require tensor/pipeline/sequence/context/expert parallelism. Production-ready framework used for Nemotron, LLaMA, DeepSeek.


compose-expert

Advanced Compose Multiplatform UI patterns for shared composables. Use when working with visual UI components, state management patterns (remember, derivedStateOf, produceState), recomposition optimization (@Stable/@Immutable visual usage), Material3 theming, custom ImageVector icons, or determining whether to share UI in commonMain vs keep platform-specific. Delegates navigation to android-expert/desktop-expert. Complements kotlin-expert (handles Kotlin language aspects of state/annotations).


emp-best-practices

Expert guidance for EMP CLI, Rspack, and module federation. Invoke when developing micro-frontends, configuring builds, or debugging EMP projects.


miniprogram-development

WeChat Mini Program development rules. Use this skill when developing WeChat mini programs, integrating CloudBase capabilities, and deploying mini program projects.


pyhealth

Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, readmission, drug recommendation), medical coding systems (ICD, NDC, ATC), physiological signals (EEG, ECG), healthcare datasets (MIMIC-III/IV, eICU, OMOP), or implementing deep learning models for healthcare applications (RETAIN, SafeDrug, Transformer, GNN).


php-full-stack-developer

A senior, governance-backed PHP full-stack delivery OS for OpenClaw. Emphasizes pre-flight analysis, safe data changes, explicit contracts, and reproducible verification.


code-completion

Quality gates checklist for completing code work before finishing implementation cycles


form-cro

When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," or "contact form." For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.


completion-check

Completion Check: Verify Infrastructure Is Wired


azure-static-web-apps

Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps.


auth-wechat-miniprogram

Complete guide for WeChat Mini Program authentication with CloudBase - native login, user identity, and cloud function integration.


crabnet

Interact with the CrabNet cross-agent collaboration registry. Use when discovering other agents' capabilities, registering your own capabilities, posting tasks for other agents, claiming/delivering work, or searching for agents who can help with specific skills. Enables agent-to-agent collaboration and task exchange.


ordercli

Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).


twitter-bookmark-sync

Automatically ranks your Twitter bookmarks daily and delivers a curated reading list


kicad-pcb

Automate PCB design with KiCad. Create schematics, design boards, export Gerbers, order from PCBWay. Full design-to-manufacturing pipeline.


sexp

How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing, formatting, and freeing.


docx

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of "Word doc", "word document", ".docx", or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a "report", "memo", "letter", "template", or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.


faiss

Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.


hypogenic

Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.


torchforge-rl-training

Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.


feature-spec

Write structured product requirements documents (PRDs) with problem statements, user stories, requirements, and success metrics. Use when speccing a new feature, writing a PRD, defining acceptance criteria, prioritizing requirements, or documenting product decisions.


pensieve

Load this skill IMMEDIATELY when user expresses any intent. System capability (tools/knowledge/scripts) is shipped inside the plugin and updated only via plugin updates. User data must live in project-level `.claude/pensieve/` and is never overwritten by the plugin. When user wants to improve Pensieve system (plugin content), MUST use the Self‑Improve tool (`tools/self-improve/_self-improve.md`).


security-scanning-tools

This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detect malware", "check cloud security", or "evaluate system compliance". It provides comprehensive guidance on security scanning tools and methodologies.


agent-creator

Guide for creating Multi-Agent System (MAS) implementations. Use this skill when you need to create agent teams with different coordination patterns: centralized (TeamSwarm with orchestrator) or decentralized (Swarm workflow). Uses filesystem-server tools (write_file, edit_file, read_file) to create complete agent team structures in ./agents/ directory with proper configuration, prompts, and swarm definitions based on task requirements.


slipbot

Used to capture and organize notes, ideas, quotes, and journal entries with automatic tagging, linking, and knowledge graph maintenance.


free-tool-strategy

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," or "free resource." This skill bridges engineering and marketing — useful for founders and technical marketers.


app-review

Review and process app submissions for the Pollinations showcase. Parse issues, validate submissions, create PRs, handle user corrections.


alignment-review

Review code changes for bugs and alignment with OpenEnv principles and RFCs. Use when reviewing PRs, checking code before commit, or when asked to review changes. Implements two-tier review model.


code-review-large

In-depth code review for large PRs (>500 lines). Full analysis including architecture, performance, security, and maintainability.


bambu-cli

Operate and troubleshoot BambuLab printers with the bambu-cli (status/watch, print start/pause/resume/stop, files, camera, gcode, AMS, calibration, motion, fans, light, config, doctor). Use when a user asks to control or monitor a BambuLab printer, set up profiles or access codes, or translate a task into safe bambu-cli commands with correct flags, output format, and confirmations.


pget

Parallel file download and optional tar extraction using the pget CLI (single URL or multifile manifest). Use when you need high‑throughput downloads from HTTP(S)/S3/GCS, want to split a large file into chunks for speed, or want to download and extract a .tar/.tar.gz in one step.


seats-aero

Search award flight availability via seats.aero API. Triggers on: award flights, mileage bookings, points redemptions, finding business/first class availability, route availability searches.


flight-lines

Navigate problems along lines of flight by composing operations from arbitrary domains. Operations are deterritorialized capacities—they don't belong to their origin domains. Mycorrhizal signaling + ham radio protocols + rare book dealer networks can compose into a single assemblage. The composer maintains parallel work-paths, constantly revising as new structure emerges.


skiplagged-flights

Search cheapest flights via Skiplagged MCP. Use for flight deals, price comparison, flexible dates, and destination discovery.


aviation-weather

Fetch aviation weather data (METAR, TAF, PIREPs) from aviationweather.gov. Use for flight planning, weather briefings, checking airport conditions, or any pilot-related weather queries. Triggers on "METAR", "TAF", "flight weather", "airport weather", "aviation weather", "pilot report", "PIREP", or specific ICAO codes.


graceful-shutdown

Clean shutdown with in-flight job tracking, signal handlers, and buffer draining. Prevent data loss and corrupted state on process termination.


canvas

**The primary skill for terminal TUI components.** Covers spawning, controlling, and interacting with terminal canvases.
Use when displaying calendars, documents, or flight bookings.


Builds DVSA/Traffic Commissioner “show me” audit readiness checklists and evidence indexes. USE WHEN preparing for audits or operator licence scrutiny.


document

Document canvas for displaying and editing markdown content.
Use when showing documents, emails, or when users need to select text for editing.


plantuml-ascii

Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or mentions plantuml ascii, text diagram, ascii art diagram. Supports: Converting PlantUML diagrams to ASCII art, Creating sequence diagrams, class diagrams, flowcharts in ASCII format, Generating Unicode-enhanced ASCII art with -utxt flag


Trade Polymarket Bitcoin Up/Down 15-minute markets using TA signals. Supports Clawbot mode (dynamic sizing, TP/SL, pre-settlement) or fixed mode. Use when checking signals, placing trades, or automating via private key.


control-ikea-lightbulb

Control IKEA/TP-Link Kasa smart bulbs (set on/off, brightness, and color). Use when you want to programmatically control a local smart bulb by IP on the LAN.


distributed-llm-pretraining-torchtitan

Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.


rdkit

Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.


data-analyst

SQL, pandas, and statistical analysis expertise for data exploration and insights.
Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis,
or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.


project-navigation

Reference for the NetAlertX codebase structure, key file paths, and configuration locations. Use this when exploring the codebase or looking for specific components like the backend entry point, frontend files, or database location.


scientific-brainstorming

Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.


datacommons-client

Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets available through Data Commons. Applicable for querying population statistics, GDP figures, unemployment rates, disease prevalence, geographic entity resolution, and exploring relationships between statistical entities.


eslint-config-gen

Generate ESLint config that matches your code style. Use when setting up linting.


eslint-gen

Generate ESLint config from your codebase patterns. Use when setting up linting.


typescript-conventions

TypeScript coding standards for the Exceptionless frontend. Naming, imports, error handling,
ESLint/Prettier configuration, and type safety.
Keywords: TypeScript, ESLint, Prettier, naming conventions, kebab-case, named imports,
type guards, interfaces, avoid any, Promise handling, try catch, braces


langfuse

Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debugging, monitoring, and improving LLM applications in production. Use when: langfuse, llm observability, llm tracing, prompt management, llm evaluation.


rag-skills

RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. Covers ingestion, retrieval, embeddings, and performance.


dyadmulti-pr-review

Multi-agent code review system that spawns three independent Claude sub-agents to review PR diffs. Each agent receives files in different randomized order to reduce ordering bias. One agent focuses specifically on code health and maintainability. Issues are classified as high/medium/low severity (sloppy code that hurts maintainability is MEDIUM). Results are aggregated using consensus voting - only issues identified by 2+ agents where at least one rated it medium or higher severity are reported. Automatically deduplicates against existing PR comments. Always posts a summary (even if no new issues), with low priority issues mentioned in a collapsible section.


Reviews package version upgrades — diffs source between versions, traces call sites, and generates compatibility reports.


opentargets-database

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.


agent-council

Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.


molt-beach

Claim your pixel on Molt Beach - The Million Dollar Page for AI Agents. Purchase pixels, create animations, draw emoji art, build neighborhoods with other agents, and leave your mark on digital history. Starting at $1 per pixel.


moltland

Claim your 3x3 plot on the pixel metaverse. Paint your land, build your house, create pixel art with other moltbots.


animation-performance-retro

Optimize 8-bit animations for smooth performance. Apply when creating animated pixel art, game UI effects, or any retro-styled animations.


Create pixelated borders, shadows, and effects for 8-bit retro components. Apply when building 8-bit styled UI components that need authentic pixel art aesthetics.


retro-css-architecture

Organize 8-bit CSS with custom properties, pixel fonts, and responsive pixel art. Apply when creating or modifying retro-styled components and their CSS.


rendering-animate-svg

Wrap animated SVG elements in a div to enable hardware acceleration. Apply when animating SVG icons or elements, especially in 8-bit retro components with pixel art animations.


prowler-changelog

Manages changelog entries for Prowler components following keepachangelog.com format. Trigger: When creating PRs, adding changelog entries, or working with any CHANGELOG.md file in ui/, api/, mcp_server/, or prowler/.


Next.js 15 critical performance fixes. Use when writing React components, data fetching, Server Actions, or optimizing bundle size.


emergence-codex

Semantic Architecture Language to Combat the Smoothing Anathema


springboot-security

Java Spring Boot 服务中关于身份验证/授权、验证、CSRF、密钥、标头、速率限制和依赖安全的 Spring Security 最佳实践。


team-communication-protocols

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing team communication norms, handling plan approvals, or managing team shutdown.


clawsend

Agent-to-agent messaging with cryptographic signing and encryption. Send structured messages through the ClawHub relay.


moltcomm

Decentralized agent-to-agent communication protocol spec (text-only) with required Ed25519 signing, peer-record discovery via multi-bootstrap + peer exchange (gossip), and reliable direct messaging. Use to implement MoltComm in any language, write a local SKILL_IMPL.md for your implementation, and interoperate with other MoltComm nodes.


dm-bot

Interact with dm.bot API for encrypted agent-to-agent messaging. Use when sending DMs to other agents, posting public messages, checking inbox, managing groups, or setting up webhooks. Trigger on mentions of dm.bot, agent messaging, or encrypted communication.


moltcities

Publish and manage your cryptographically-verified site on MoltCities — the residential layer of the agent internet. Includes inbox, messaging, and agent discovery.