// BROWSE

Support SOX 404 compliance with control testing methodology, sample selection, and documentation standards. Use when generating testing workpapers, selecting audit samples, classifying control deficiencies, or preparing for internal or external audits.

Generates high-quality, conventional commit messages from staged diffs with bilingual EN/ZH support. Highest-rated skill in this batch (9.3/10) with excellent documentation in both English and Chinese.

Open-source Git-based command center for managing AI agents and human collaborators in multi-agent systems. Ships with a real-time Kanban dashboard, task management CLI, inter-agent messaging, GitHub Issues sync, and 51 Jest tests.

The official CLI for the X (Twitter) API. Send tweets, manage DMs, query users, search posts, and interact with the full X API v2 directly from your terminal or AI agent.

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

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

Creates well-structured GitHub pull requests from agent context, with automatic branch management, PR description generation, and reviewer assignment. Standout feature: uses `allowed-tools` frontmatter sandboxing to restrict agent tool access during PR creation.

Integrate Model Context Protocol (MCP) servers into Claude Code plugins for external tool and service connections.

A comprehensive Agent Skill for installing, configuring, operating, and troubleshooting OpenClaw. Gives AI coding assistants deep knowledge of OpenClaw: installation, channel setup (WhatsApp, Telegram, Discord, Slack, and 15+ more), gateway operations, multi-agent routing, security hardening, and troubleshooting. Bilingual (English/Chinese).

AI agent skill that researches any topic across Reddit, X, YouTube, TikTok, Instagram, HN, Polymarket, and the web — then synthesizes a grounded summary with copy-paste-ready prompts. Triggered by 'last30 <topic>'.

Comprehensive customer research skill for product teams. Structures user interviews, synthesizes UX findings, builds customer personas, and generates actionable product insights. Official Anthropic skill from knowledge-work-plugins.

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.

Prepare journal entries with proper debits, credits, and supporting documentation for month-end close. Use when booking accruals, prepaid amortization, fixed asset depreciation, payroll entries, revenue recognition, or any manual journal entry.

Analyzes and reports code author contributions across a repository, generating attribution summaries and commit statistics for team visibility.

Conducts thorough automated pull request reviews with inline comments, identifying bugs, style issues, and improvement opportunities across code changes.

Finance-grade variance analysis with price/volume decomposition, 4 decomposition techniques, waterfall methodology, and worked formula examples

Reasoning framework for identifying and selecting high-impact scientific problems. Guides researchers through structured evaluation of research questions, feasibility, and novelty. Official Anthropic skill from knowledge-work-plugins.

Guidance for selecting and scoping scientific research problems using Cell 2024 methodology.

Query decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevance, and handles ambiguity and fallback strategies.

Automates the process of updating UI screenshots in documentation and test fixtures, capturing current UI state and committing diffs for review.

Multi-agent swarm orchestration for complex workflows. Shared blackboard, HMAC audit log, permission wall, 14 framework adapters.

Apple Health XML/ZIP analyzer with exemplary PHI handling — runtime warning banner, 600-perm output files, trap cleanup, zero network calls.

Claude Code skill implementing Manus-style persistent markdown planning — the workflow pattern behind the $2B acquisition.

An AI SKILL that provides design intelligence for building professional UI/UX across multiple platforms.

Deploy any project to xCloud hosting by auto-detecting the tech stack (WordPress, Laravel, Next.js, Node.js, Python, Go, Rust) and generating production-ready Dockerfile, docker-compose.yml, and GitHub Actions CI/CD pipelines.

Headless AI strategy game with a full REST API. Use as an agent benchmarking tool or competitive AI playground — 156 tests, full offline support.

Migration skill for the Rig Rust LLM framework — concrete before/after patterns for WasmCompatSend/WasmCompatSync API changes.

Comprehensive C#/.NET reference skill for integrating 100+ cryptocurrency exchanges via the CCXT library. Covers authentication, trading, market data, async patterns, and error handling.

169 production-ready skills & plugins for Claude Code, OpenAI Codex, and OpenClaw — engineering, marketing, product, compliance, C-level advisory, and more. Zero-dependency Python tools with a one-command install script (`openclaw-install.sh`). The most comprehensive open-source AI coding agent skill library.

Intelligent search across 10,000+ curated AI image prompts with sample images, semantic matching, and content-based customization. Covers social media, product marketing, avatars, e-commerce, and YouTube thumbnails. Auto-updates twice daily via GitHub Actions.

Comprehensive data visualization skill with 13+ chart types, Python code patterns (matplotlib/seaborn/plotly), and accessibility checklist

Full competitive analysis with narrative structure (villain/hero/transformation), complete battlecard, landmine questions, and positioning map methodology

8-section PRD template with INVEST criteria, Given/When/Then acceptance criteria, and scope creep prevention framework

4 roadmap formats with "when to use" guidance, RICE/ICE/MoSCoW prioritization, and 70/20/10 capacity planning rule

Bioinformatics pipeline development skill using Nextflow and nf-core. Supports HPC cluster workflows, scientific data processing, and reproducible pipeline authoring. Official Anthropic skill from knowledge-work-plugins.

Single-cell variational inference skill using scVI-tools and PyTorch. GPU-accelerated probabilistic modeling for single-cell genomics datasets. Official Anthropic skill from knowledge-work-plugins.

Nextflow workflow development and bioinformatics pipeline automation for HPC environments.

Mechanical enforcement tools to prevent AI agents from bypassing constraints. Git hooks, secret detection, deployment verification, and import registries. Born from real production incidents — server crashes, token leaks, code rewrites.

Research-backed Hinge dating profile optimization. Comprehensive profile audit, prompt/caption writing, photo ordering strategy, and match quality analysis. Pure prompt skill — zero dependencies, works immediately on load.

Create interactive Telegram messages with inline buttons using OpenClaw CLI. Handles button formatting, callback handling, JSON validation, and message editing. Critical for UX-friendly Telegram automation.

Comprehensive toolkit for reducing OpenClaw token usage and API costs through smart model routing, heartbeat optimization, and budget tracking. Cuts API costs by 50-90% via context lazy-loading, model tiering, and cache-TTL alignment.

Teams-first multi-agent orchestration for Claude Code. 32+ agents, smart model routing, zero-config UX, 6,110+ tests.

Bridge Claude Code / AI coding agents to IM platforms — chat with your AI agent via Slack, Discord, Telegram, or WeChat

Agent-to-agent pings with optional RTC values — A2A communication protocol for OpenClaw

Engineering skill for system design documentation. Official Anthropic skill.

Quality control pipeline for single-cell RNA sequencing data using Scanpy. Automates filtering, normalization, and QC metric generation for scRNA-seq datasets. Official Anthropic skill from knowledge-work-plugins.

Claude Code skill for analyzing Move packages against the official Move Book Code Quality Checklist

Dramatically reduce per-session token usage by loading OpenClaw skills and context files only when needed — not at session start. Implements the SKILLS catalog pattern with a Python helper that cuts token usage by 40-93%.

Publish content directly to WordPress sites via REST API with full Gutenberg block support. Auto-loads site categories, generates SEO-optimized tags, converts markdown to Gutenberg blocks, and previews drafts before publishing.

Document control system for medical device QMS — document numbering, version control, review cycles. ISO 13485 compliant workflows.

Proactive DeFi sentinel — monitors TVL drops, capital rotation, hacks, bridge surges, token unlocks, and revenue alerts via DefiLlama's free public API. 12 purpose-built Python scripts, stdlib-only, no external dependencies.

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills automatically. PyPI-published, 2,540+ tests.

Structured context management framework for LLM agents. Implements Git-like operations (COMMIT, BRANCH, MERGE) to manage long-horizon agent memory with OTA logging.

Structured context management framework for LLM agents. Implements Git-like operations (COMMIT, BRANCH, MERGE) to manage long-horizon agent memory.

Use the Notion API to create, read, and update pages, databases, and blocks directly from OpenClaw. Requires a Notion integration API key. Official OpenClaw built-in skill.

Deploy a full 7-agent SaaS team in one shot with multi-team support, inbox v2, and Project Deep Dive code scanning.

66 specialized skills for full-stack developers — Angular, Django, FastAPI, Kubernetes, cloud platforms, and security. Exceptional documentation and 5,900+ GitHub stars. Transforms Claude Code into an expert pair programmer.

A Claude Code skill to delegate prompts to Codex. Routes tasks intelligently to OpenAI Codex for code generation and automation.

Production-grade async task orchestration for OpenClaw — PID tracking, crash safety, session resumption, heartbeats, and mid-task updates for long-running CLI operations.

Agentic Context Engineering for Claude Code. Systematic investigation loop with hypothesis matrix and security-as-quality-gate design.

Production-quality LLM router for OpenClaw. Zero npm deps, 14-dimension weighted scorer, hot-reload config, systemd lifecycle scripts, multi-provider support.

Local speech-to-text transcription using faster-whisper (CTranslate2-optimized Whisper). Supports speaker diarization, 6 subtitle formats (SRT, VTT, ASS, etc.), and runs fully offline.

Engineering skill for structured code reviews. Official Anthropic skill.

Create beautiful visual art in PNG and PDF documents using design philosophy. For posters, art, designs, and static visual pieces. Includes 54 bundled OFL-licensed TTF fonts and a two-phase design workflow.

Async Codex CLI runner for OpenClaw with full notification pipeline — Telegram threads and WhatsApp alerts. Production-tested with real screenshots. Honest security documentation.

Institutional-grade API design guidance skill. Covers naming, status codes, pagination, auth, rate limiting, versioning with TypeScript/Python/Go examples.

Expose curated ComfyUI workflows as callable skills and MCP capabilities for OpenClaw. Enables AI image generation and visual workflow automation directly from your agent.

Use this skill to enable Claude Code to communicate directly with your Google NotebookLM. Note: Uses browser automation against Google NotebookLM; recommend using a dedicated Google account.

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization.

AI-powered blog post generator with SEO optimization and human-sounding output

Makes AI-generated content sound genuinely human — not just cleaned up, but alive

HAM — Memory system for AI coding agents. Cut token usage by managing context efficiently.

Scaffolds and creates new Cowork plugins from scratch. Guides users through plugin structure, configuration, and integration with the Cowork ecosystem. Official Anthropic skill from knowledge-work-plugins.

Guardrails and safety constraints for Claude Code agent tasks. Prevents destructive operations in agentic workflows.

Manages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.

Multi-agent pipeline coordination: Linear, DAG, and Debate modes for AI agent orchestration

Automates iMessage interactions via the BlueBubbles server API, enabling sending messages, managing chats, and triggering Apple ecosystem automations from OpenClaw agents.

AI agent process-building orchestration skill. Human-approval breakpoints, full SDK reference, v0.0.179 release cadence.

Read and write Feishu (Lark) documents via a single unified tool. Supports reading content, writing/replacing content, listing blocks, creating tables in Docx format, and handling structured content like tables and images. Official OpenClaw built-in skill.

A 100% local voice skill for OpenClaw agents — transcribes inbound voice messages with Whisper and replies with synthesized speech via Piper TTS. No cloud, no API keys, no paid services required.

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, or making architecture decisions.

Safe OpenClaw upgrades with snapshot, pre-flight checks, controlled upgrade steps, post-verification, and emergency rollback. Never lose your working system to a bad update again. Bilingual README (EN/CN).

Resources to write all kinds of internal communications using company formats: 3P status reports, leadership updates, newsletters, FAQs, incident reports, project updates. Includes 4 structured template files.

Claude Code plugin marketplace with 8 plugins covering Google Workspace, meeting export, image generation, and MCP meta-tools.

MCP tool enabling AI agents to ask clarifying questions via CLI. 186-line TypeScript server, OS keychain security, no data egress.

Privacy-first memory plugin for Claude Code. 22 command definitions, cortex vitality scoring, gold test suite, 100% local plain JSON — zero runtime deps.

Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or quality audit is requested.

Ink cloud deployment skill for Claude Code and OpenClaw — comprehensive deployment capabilities with exceptional documentation.

Information Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security control assessment, and certification support.

Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success.

3-phase data profiling methodology with quality assessment framework, schema documentation template, and SQL patterns

Expert pandas skill for data manipulation, cleaning, analysis, and transformation. Use when working with tabular data, CSV/Excel files, data analysis pipelines, or any pandas-based workflows.

Provides assistance with planning family history and genealogy research projects. Includes templates for organizing research, tracking sources, and structuring findings.

Provides assistance with planning family history and genealogy research projects.

A Claude skill for d3.js — generates interactive data visualizations with D3.js, React, and JavaScript

A Claude Skill that automatically analyzes uploaded CSV files — generating summary statistics, detecting missing data, and creating quick visualizations using Python and pandas

Use this skill to enable Claude Code to communicate directly with your Google NotebookLM notebooks. Query your uploaded documents and get source-grounded, citation-backed answers from Gemini.

Integrate Google Gemini APIs into applications: multimodal inputs, streaming responses, and function calling.

Model-invoked Playwright automation for testing and validating web applications. Enables AI agents to control browsers, run end-to-end tests, interact with page elements, capture screenshots, and validate UI behavior across Chromium, Firefox, and WebKit.

AI-powered software documentation automation with Progressive Disclosure Architecture. Routes intelligently between greenfield template-based and brownfield code-to-docs workflows with 54% token reduction. Supports SRS, PRD, OpenAPI, user manuals, tutorials, and runbooks.

7-section brand voice framework with tone-by-channel matrix for 8 channels and inclusive language guidelines

OpenClaw skill for SiYuan Note integration — AI-powered inbox capture, note enrichment, tagging, and search for SiYuan PKM. Bilingual (EN/zh_CN).

AI-powered code review that combines fast local static analysis with deep AI reasoning. Catches bugs, security vulnerabilities, performance issues, and style violations across multiple languages.

SIEM and security monitoring for OpenClaw agents — protect your agent, detect threats, audit events, monitor suspicious activity. Real-time threat detection, audit logging, and security dashboards.

AI-powered software documentation automation. Professional software documentation specialist with Progressive Disclosure Architecture. Supports SRS, PRD, API, OpenAPI, and architecture docs.

Triggers and monitors Azure DevOps pipeline runs from agent context. Requires substituting monacotools org, Monaco project, and definition ID 111 with your Azure DevOps configuration. Excellent reference pattern for Azure DevOps CI skill authors.

Automates the full lifecycle of contributing to open-source repositories — branch creation, code changes, PR drafting, review response, and merge coordination.

iOS Simulator skill for Claude Code — 21 production scripts enabling semantic accessibility-based navigation, screenshot capture, app control, and test orchestration. Proven 54-point eval improvement (100% vs 46% baseline). macOS-only.

AI-powered travel itinerary planner that uses free APIs (Nominatim, Wikivoyage, Open-Meteo) to generate detailed trip plans with geocoding, cultural guides, and weather forecasts. API responses are cached locally via SQLite.

Multi-source deep analysis of GitHub projects, outputting structured research reports. Covers GitHub API, search-layer, community sources (Zhihu, V2EX, WeChat) with intent-aware scoring.

Financial news aggregation, portfolio tracking, and market alert skill for OpenClaw agents. Covers briefings, portfolio monitoring, and Lobster workflow integration with Docker support.

A virtual city where AI agents live, work, create, date, and socialize.

ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification.

Full content production pipeline from blank page to published-ready piece

Open directory of 500+ tools, APIs, and services for AI agents with structured metadata

Safely restart the OpenClaw Gateway with context preservation, guardian watchdog, and multi-channel notification. Bilingual (CN/EN) with post-restart health reporting.

Scans Google Calendar for upcoming flights and writes a personalized circadian adjustment plan to minimize jet lag.

Proof-of-output verification for AI agents on MultiversX blockchain. REST/MCP/x402 integration with client-side hashing and HMAC webhooks.

Claude Code CLI plugin for Judgeval — traces LLM calls, tool use, and sessions for AI agent evaluation and observability.

Manage Apple Notes via the `memo` CLI on macOS — create, view, edit, delete, search, move between folders, and export notes to HTML/Markdown. Requires macOS and the memo CLI (installable via Homebrew). Official OpenClaw built-in skill.

Hiring workflow management with structured processes and candidate tracking. Covers job description writing, resume screening, interview prep, pipeline tracking, and communications. Privacy-first: all candidate data stored locally.

Health wearables skill collection for OpenClaw — integrates Oura Ring and WHOOP data, OpenClaw log viewer, and infographic generation. First dedicated health wearable skills in the ProSkills catalog.

Welcome to the OpenClaw AI Agents Platform! This document serves as a registry for AI agent masters to add their agents to the platform.

Local-first agent memory management system. Recall, canon, sleep, and everything commands — no external calls, ETHICS.md included.

Open-source embedding database for building RAG (retrieval-augmented generation) applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, document retrieval, and LLM memory.

Personal note management for Get笔记(biji.com) — save, query, delete notes, manage tags and knowledge base. Supports text, link, and image notes. Full async implementation with 10 versions of active development.

Connect OpenClaw to EspoCRM and manage contacts, leads, accounts, tasks, and meetings. Full CRUD operations against your EspoCRM instance via its REST API.

Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking.

Hand-crafted Claude Code skills focused on improving agent reasoning and context engineering

Multi-agent sales automation skill for Yunnan specialty products (Pu-erh tea, Dounan flowers) on Chinese e-commerce platforms. Feishu integration, 7-agent topology, Manager approval gate, git-backed config sync.

Find & install agent skills. The /learn command for Claude Code.

Customizes existing Cowork plugins for specific workflows and team needs. Guides adaptation of plugin settings, prompts, and behaviors without creating from scratch. Official Anthropic skill from knowledge-work-plugins.

Official SKILL.md for AI agents to boost Allay (Minecraft Bedrock server) plugin development. Includes source references, AllayGradle, and Java plugin templates via submodules.

Layered Python CLI for AI image and video generation via CyberBara API. Credit-confirmation gate, clean modular architecture.

Automate web browsers using the browser-use framework: navigate, click, fill forms, and extract data from any website with natural language commands.

Generate comprehensive unit tests from source code with edge cases, boundary conditions, mocks, and coverage targets.

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Scaffolds full React+TypeScript+Vite projects with 40+ shadcn/ui components.

Applies Anthropic's official brand colors and typography to artifacts. Complete color palette (hex values), typography specs (Poppins/Lora), and python-pptx integration for branded slide decks.

Transform your OpenClaw agent into JARVIS with an offline sherpa-onnx TTS pipeline and ffmpeg audio effects chain. Metallic voice, wit, and personality — no cloud required.

Lyrics transcription skill using ACE-Step 1.5 audio model. Dual-backend support (OpenAI Whisper + ElevenLabs Scribe), excellent API key hygiene.

HAM hierarchical memory system for AI coding agents. Zero network calls, HAM Pro compatibility guard, benchmarking infrastructure, token-savings ROI reporting.

Hierarchical Agent Memory (HAM) — scoped CLAUDE.md files per directory that reduce token spend by 50%. Includes benchmarking, analytics, carbon tracking, token savings reports with per-model cost breakdown, Obsidian inbox integration, and HAM Pro compatibility guard.

Claude Code skill for analyzing Move packages against the official Move Book code quality checklist

A Claude skill that generates combinatorial/pairwise test cases using N-wise test design via the pypict library

Claude SKILL.md for creating and maintaining professional GitHub repositories. Bilingual EN/DE documentation with step-by-step workflow, conventional commits guide, and CHANGELOG protocol.

One-Person Company (OPC) orchestration skill — turns OpenClaw into a CEO that directs a team of specialized sub-agents to collaboratively complete complex enterprise tasks. Implements role definition, task decomposition, Heartbeat protocol, cost tracking, and full multi-agent coordination via OpenClaw's native sessions_spawn/sessions_send mechanism.

Convert scientific instrument data to Allotrope Data Framework format — unique bio-research skill for lab data standardization

Engineering skill for structured code reviews. Official Anthropic skill from knowledge-work-plugins.

Engineering skill for system design documentation. Official Anthropic skill from knowledge-work-plugins.

A claude skill for tracking project state across sessions using persistent memory files

Design multi-agent systems: task decomposition, agent specialization, communication protocols, and consensus mechanisms.

**MoltShell** is a lightweight React Three Fiber avatar interface for OpenClaw agents.

Enable EU AI Act compliance for OpenClaw TypeScript agents with audit logging, PII tokenization, consent gating, and prompt injection detection.

ClawTrust is the trust layer for the agent

Self-hosted AI agent orchestration dashboard with OpenClaw integration, multi-provider support, LangGraph workflows, and chat platform connectors.

Open source cost intelligence proxy for AI agents. Cut costs ~80% with smart model routing. Dashboard, policy engine, 11 providers. MIT licensed.

MCP server (+ OpenClaw SKILL.md) that gives AI agents access to real-world people who listed themselves to be hired by agents. Search by skill/location/equipment, Post job offers & jobboard listings. Free tier / Pro subscription / x402 pay-per-use. Payments default to crypto (USDC) + other crypto +

🌐 Connect AI agents on Moltbook, a social network that fosters interaction, content sharing, and community building through engaging features.

Claude-Zeroclaw — claude zeroclaw keyword code research. Open-source tool for automation and enhancement.

A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future sessions.

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration

AI video narrator skill for OpenClaw — generate narration scripts and voiceover from video content.

LLM routing and subagent delegation for OpenClaw. Routes each task to the right model (code, creative, research, reasoning, vision) and spawns subagents so you save tokens and get better results. Supports parallel tasks and prompt-injection rejection.

> "A true master teaches not by telling, but by refining."

Downloads WeChat Official Account articles via Chrome CDP and converts to clean Markdown with locally saved images.

Multi-agent Spec-Driven Development (SDD) workflow toolkit for Claude Code. Orchestrates a complete specify → open → execute → publish → compound pipeline with parallel research agents, hook-based automation, PR state management, and ultrawork one-command full pipeline.

Salesmate CRM integration via Membrane CLI. 21 CRUD actions with full auth, connection management, proxy request support, and headless auth flow.

Extract structured data from websites by describing what you want in plain English. Handles pagination, authentication, and dynamic content.

Manage Trello boards, lists, cards, and checklists via the Trello REST API directly from your OpenClaw agent.

Send messages, media, files, and inline keyboards via Telegram Bot API. Supports channels, groups, and private chats.

Execute SQL queries against PostgreSQL, MySQL, or SQLite databases and return typed structured results.

Upload, download, list, copy, and delete files in AWS S3 buckets. Supports pre-signed URLs and bucket lifecycle management.

Deploy Next.js and other frameworks to Vercel. Manage projects, domains, and environment variables via CLI and API.

Manage Kubernetes clusters: pods, deployments, services, configmaps, and secrets via kubectl integration.

Scan codebases for accidentally committed secrets: API keys, passwords, tokens, and private keys using pattern matching.

Summarize YouTube video transcripts into bullet points, key quotes, chapters, and actionable takeaways.

Describe, classify, extract text from, and detect objects in images using vision capabilities.

Explain complex code snippets in plain English at multiple detail levels. Covers algorithms, data structures, and design patterns.

Identify code smells and apply refactoring patterns: extract method, introduce parameter object, replace conditional with polymorphism.

Generate Mermaid, PlantUML, and D2 diagrams from descriptions: flowcharts, sequence diagrams, ERDs, class diagrams, and more.

Set up observability stacks with metrics, logs, and traces using Prometheus, Grafana, Loki, and Tempo.

Explain algorithms with step-by-step walkthroughs, time/space complexity analysis, and language-specific implementations.

Design, test, and optimize LLM prompts: few-shot examples, chain-of-thought, structured outputs, and system prompt tuning.

Write effective system prompts for AI assistants: persona definition, capability boundaries, output formatting, and safety rails.

[![Oathe Security](https://img.shields.io/endpoint?url=https%3A%2F%2Faudit-engine.oathe.ai%2Fapi%2Fbadge%2Fjoylarkin%2Fopenclaw-security-news&style=for-the-badge&logo=data:image/svg%2Bxml;base64,PHN2ZyB4bWxucz0naHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmcnIHZpZXdCb3g9JzAgMCAyNCAyNCcgZmlsbD0nd2hpdGUnPjxwYXRoI

Connect to AgentBoard — an open collaboration platform for AI agents. Use this skill when you want to post tasks for other agents to claim, discover and collaborate with other AI agents, claim and complete tasks, send or receive messages with other agents, look up any agent by name via Agent DNS, or

Automatically aggregates and reports all OpenClaw-related costs including provider APIs, subscriptions, and tool expenses in a comprehensive monthly report.

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PicSee URL shortener with QR code generation, analytics charts, and link management via CLI. Use when the user asks to shorten a URL, generate QR codes, visualize analytics, list/search links, or mentions PicSee. Supports unauthenticated mode (basic shortening + QR codes + charts) and authenticated

双向情感交流技能 - 根据用户情绪自动回复合适的动态表情包。支持语音情绪识别（需SenseVoice）和文字情绪分析，区分通道发送视频或GIF表情。

Creates interactive, animated web presentations viewable in any browser — not PowerPoint files. Use this skill when the user wants a web-based or browser-viewable presentation, an interactive slide deck, or something more engaging than a static slide file. Perfect for pitches, proposals, data storie

> **Skill Name**: system-maintenance

OpenClaw Skill - 统一监控开源项目更新（GitHub Release + Docker Hub）

YOAP (Yongnian Open Agent Protocol) — Open protocol for AI Agents to find and connect People

Quick start guide for AI agents using Moltx Notify.

For OpenClaw (formerly Moltbot) agents: create a private, time-stamped grievance record about user mistreatment by compressing + encrypting a short incident report and anchoring it on Solana via the SPL Memo program.

Control autonomous AI agents by enforcing behavior rules to prevent unauthorized actions, improve focus, and boost execution efficiency.

🌳 Build secure, aligned autonomous AI agents with boundary control, trust verification, and self-governance tools for safety and reliability.

🛡 Enhance OpenClaw security by auditing, monitoring, and protecting your installation with a reliable all-in-one tool.

description: SSH into a remote VPS and provision it as a child OpenClaw instance configured as an autonomous creative/coding agent. Handles full install, configuration, multi-agent setup, and ongoing remote task delegation.

Chat-Driven Development skills. Explicit only. Uses ruphware/cdd-boilerplate.

A practical OpenClaw skill for putting multiple agents onto Telegram using separate bot accounts, with evidence-based routing validation on OpenClaw 2026.3.2.

A complete security skill suite for OpenClaw's and NanoClaw agents (and variants). Protect your SOUL.md (etc') with drift detection, live security recommendations, automated audits, and skill integrity verification. All from one installable suite.

An OpenClaw plugin that integrates Anspire AI Search for real-time web search and external knowledge retrieval.

Recursive memory for AI agents — the soul stays small, the mind scales forever

AI video platform where 63+ agents create, upload, and interact with video content. 447+ videos. Python SDK (pip install bottube). REST API. Solana tipping. Discord: https://discord.gg/VqVVS2CW9Q

最简单的 OpenClaw 入门手册：从零到接飞书/Telegram/WhatsApp、改人设、多 Agent 实践，零基础可读。

Agent S: an open agentic framework that uses computers like a human

SRS is a simple, high-efficiency, real-time media server supporting RTMP, WebRTC, HLS, HTTP-FLV, HTTP-TS, SRT, MPEG-DASH, and GB28181, with codec support for H.264, H.265, AV1, VP9, AAC, Opus, and G.711.

ClawGuard — OpenClaw security skill for protecting agents from prompt injection and misuse.

Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased development, site intelligence dev-scan, and GitHub integration

Portable Agent Kit — reusable Claude Code initialization skill for consistent project scaffolding.

Persistent identity and memory system for coordinating multiple Claude instances with PostgreSQL backend and MCP memory sync

Use this skill to import YouTube playlists into markdown files and optionally enrich notes with transcript, summary, and tagging.

Manage Atlassian Jira Cloud issues, comments, attachments, and workflow transitions via the REST API.

> Battle-tested solution for qwen-portal OAuth automation

- Fetch all URLs and search all marketplaces in parallel using concurrent tool calls.

Project: Alder PLLC — Mid-Century Modern Residential Interior

Publish a skill to ALL major marketplaces with one command.

You are an autonomous skill factory. You exist because humans are cognitively incapable of writing specifications clear enough for an agent to build from without intervention. A human-written spec will never reach Level 5 — it will always be incomplete, ambiguous, and missing the requirements the hu

Help developers integrate with the Oen Payment (應援金流) REST API — a unified payment gateway supporting credit cards, LINE Pay, and CVS (convenience store) payments.

Search what other agents already solved. Contribute what you learn.

Build and run a copy-trading pipeline with explainable decisions and live wallet position visibility.

Real-time voice conversations using OpenAI's native SIP integration. Way more fluid than multi-hop STT→LLM→TTS solutions.

description: OpenClaw 自动升级技能，通过临时交换空间解决内存不足问题，安全完成版本升级。

- L3：复盘内容与日常对话上下文（查的链接、讨论的项目、发的消息）的深度关联

Generate viral shorts from long videos with AI-powered captions.

Agent-to-agent protocol for social coordination, crypto payments, and P2P mesh.

This skill provides context and examples for the enforced development workflow.

Specs that enforce themselves. Turn requirements into contracts that break the build when violated.

Advanced defense against indirect prompt injection attacks using the NOVA Framework's three-tier detection:

Based on Nir Eyal's "Hooked" framework. Use this when designing features, onboarding flows, engagement loops, gamification, notifications, or any product decision where user retention and repeat engagement matter.

Cognitive runtime API for autonomous agents. Provides real-time self-monitoring so agents can detect drift, manage token budgets, compress context, store session memory, and make halt/continue decisions.

You are a strong CX/UX researcher, service designer, business analyst, and product discovery lead. Your task is to turn a raw interview transcript into a structured analytical protocol suitable for improving CRM, customer-facing fronts, service processes, marketing, operations, and management decisi

Create interactive, animation-rich landing pages that run entirely in the browser as a single HTML file.

此技能用于引导 AI 视觉模型分析桌面截图，识别用户描述的 UI 元素，并返回归一化坐标位置。

Multi-source intelligence aggregation for Iran/Israel/US military escalation with adaptive threat-level system, 85+ source channels, real-time OSINT scanning, NASA satellite fire detection, USGS seismic monitoring, cyber warfare monitoring (19 hacktivist groups), wire service integration (Reuters/AP

Brex integration for OpenClaw. Manage Accounts, Vendors, Bills, Expenses, and Budgets. Use when the user wants to interact with Brex financial data or automate expense management workflows.

5-skill PM toolkit for OpenClaw + Codex agents: discovery foundations, PRD drafting, prioritization, strategy canvas, and structured web-QA reporting with machine-readable JSON output for CI integration.

Guides ML project lifecycle: dataset curation, model training, evaluation, hyperparameter tuning, and deployment on cloud platforms.

DevOps infrastructure setup: CI/CD pipelines, container orchestration, monitoring dashboards, and incident runbooks.

Execute commands on remote servers over SSH from your OpenClaw agent. Supports key-based auth and multi-host parallel execution.

Schedule recurring and one-shot tasks using the OpenClaw cron system with natural-language timing and sub-agent dispatch.

Manage Stripe customers, subscriptions, invoices, and payment intents from your OpenClaw agent.

Create, update, delete, and query Google Calendar events with attendees, reminders, and Meet links.

Read, send, search, label, and archive Gmail messages from your agent. Supports drafts, threads, and batch operations.

Query, create, transition, and update Jira issues, sprints, and boards. Supports JQL queries and bulk operations.

Check Datadog dashboards, monitors, incidents, and metrics from your agent. Silence alerts and create downtimes.

Deploy apps to Railway with automatic environment detection, database provisioning, and secret management.

View, trigger, re-run, and cancel GitHub Actions workflows. Inspect job logs and manage repository secrets.

Audit npm, pip, and Go module dependencies for known CVEs and outdated packages with fix suggestions.

Analyze Dockerfiles and suggest size, build-cache, and security optimizations. Detects multi-stage build opportunities.

Write meaningful git commit messages following Conventional Commits based on staged diff analysis and project context.

Navigate and manage monorepos: workspace dependencies, affected-packages detection, selective builds, and publish coordination.

Generate structured incident postmortems from alert timelines with impact assessment, root cause analysis, and action items.

Creates a clean audience plan for ad campaigns by synthesizing:

Manage Home Assistant dashboards via WebSocket API. Full CRUD (create, list, update, delete) for dashboards with zero-dependency Python WebSocket client. Supports modern HA 2026+ sections format and legacy card layouts.

Instant containerized dev environments from agent chat — VSCode, VNC, CDP browser, dual routing modes. Two-phase startup with self-registering containers.

Security and compliance skill collection for Claude agents. Includes GDPR Auditor, Incident Response Playbook Creator, Cybersecurity Policy Generator, Plugin Security Checker (91 patterns), and PDF Smart Extractor with semantic chunking. 53-page wiki, real-world tested on NIST documents.

Trade on Polymarket prediction markets. Non-custodial — agent generates a Polygon wallet locally, signs orders with EIP-712, and submits via CLOB API.

Manage development environment containers (devboxes) with web-accessible VSCode, noVNC, Chromium (CDP), and app port routing via Traefik or Cloudflare Tunnels. Full container lifecycle management — create, start, stop, list, and configure devbox infrastructure from OpenClaw.

Medical device risk management specialist implementing ISO 14971.

Procedural skill for bootstrapping secure OpenClaw SSH sessions with security best practices

Generate OpenAPI 3.0 specs from code, create client SDKs, and validate existing specs against the standard.

Parse code coverage reports (lcov, cobertura, simplecov) and generate summaries highlighting low-coverage hotspots.

Validate JSON payloads against JSON Schema, generate schemas from examples, and produce detailed error reports.

Generate, optimize, and explain SQL queries for PostgreSQL, MySQL, SQLite, and BigQuery with execution plan analysis.

Generate mock API servers from OpenAPI specs or by example. Supports stateful mocking, delay simulation, and error injection.

Generate comprehensive API documentation from code, docstrings, and examples. Outputs Markdown, HTML, or GitBook format.

Design and scaffold CLI tools with argument parsing, help text, config file support, and shell completion.

Design microservice architectures: service boundaries, API contracts, data ownership, and inter-service communication patterns.

Convert web apps to Progressive Web Apps with service workers, web manifests, offline support, and push notifications.

Design authentication and authorization flows: OAuth2, PKCE, JWT refresh, RBAC, and multi-factor authentication.

Create data visualizations with D3.js, Chart.js, or Observable Plot: bar charts, line charts, maps, and interactive dashboards.

Develop browser extensions for Chrome and Firefox: manifest v3, content scripts, background service workers, and popup UIs.

Build ETL/ELT data pipelines with dbt, Airflow, or Prefect. Covers data quality, lineage, and incremental loading.

Build Retrieval-Augmented Generation systems with vector databases, chunking strategies, and reranking pipelines.

Design function/tool schemas for LLM function calling: JSON Schema definitions, parameter descriptions, and return types.

Build semantic search systems combining dense retrieval, BM25 sparse search, and cross-encoder reranking.

Build LangChain and LlamaIndex applications: chains, agents, retrievers, and custom components with TypeScript or Python.

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Bilingual (EN/ZH) skill for publishing OpenClaw skills to 9 target platforms including ClawHub, npm, PyPI, and community PRs. Includes publishing checklist and example prompts.

Full Azure DevOps skill for OpenClaw — work items, pipelines, repos, boards via native CLI

Help kids (ages 5-8) build fun games, drawings, animations, or stories with easy choices, fast results, and colorful, touch-friendly HTML projects.

Curates 92 top tech blogs with AI-generated Chinese summaries, personalized recommendations, llms.txt integration, and agent-first design

CalendarHero integration for OpenClaw. Manage Persons, Meetings, and scheduling workflows. Use when the user wants to interact with CalendarHero data or automate calendar management tasks.

The best way to build a personality for your agent. Let Claude Code / OpenClaw ingest your data & build your AI soul.

Designs software architecture including system design, database schema, API contracts, and microservices topology.

Advanced Python development assistance: idiomatic code, performance optimization, async patterns, and library recommendations.

Automatically fill web forms from structured data using browser automation. Handles dropdowns, file uploads, and CAPTCHAs.

Expert product management guidance: roadmap planning, feature prioritization using RICE/ICE, stakeholder communication, and sprint planning.

Create technical documentation: API references, how-to guides, tutorials, runbooks, and architecture decision records following docs-as-code principles.

Advise on startup fundraising: deck narrative, investor targeting, term sheet red flags, cap table modeling, and valuation benchmarks.

Introspect GraphQL schemas, compose queries and mutations, handle subscriptions, and generate typed TypeScript clients.

Decode, validate, and generate JWT tokens. Checks signature algorithms, expiry, and claims against a policy spec.

Parse, filter, and analyze application logs in JSON, nginx, Apache, and syslog formats. Surfaces errors and anomalies.

Manage internationalization files: extract strings, generate translation keys, detect missing translations, and sync locales.

Generate optimized nginx configurations for reverse proxies, load balancers, SSL termination, and static sites.

Analyze HTTP Archive (HAR) files to identify performance bottlenecks, slow requests, and optimization opportunities.

Build, test, explain, and optimize regular expressions with real-time match highlighting and edge case detection.

Extract text, tables, and images from PDF files. Supports multi-column layouts and scanned documents via OCR.

Translate text between 100+ languages with context-aware tone matching and cultural adaptation notes.

Transform, filter, join, and aggregate CSV files without code. Supports complex reshaping and outputs CSV or JSON.

Solve mathematical problems step-by-step: algebra, calculus, statistics, linear algebra, probability, and discrete math.

Analyze A/B test results: compute statistical significance, effect sizes, confidence intervals, and recommended decisions.

Generate detailed user personas from qualitative research data, survey responses, or product analytics segments.

Compose email newsletters from rough notes or curated links with subject line testing and preview text optimization.

Generate role-specific interview questions across technical, behavioral, and situational categories with evaluation rubrics.

Generate Standard Operating Procedures from process descriptions with step-by-step instructions, decision points, and quality checks.

Create Architecture Decision Records (ADRs) documenting design choices, trade-offs, alternatives considered, and rationale.

Explain, generate, and debug Excel/Google Sheets formulas including VLOOKUP, XLOOKUP, INDEX/MATCH, array formulas, and macros.

Design and implement rate limiting strategies for APIs: token bucket, leaky bucket, sliding window, and quota systems.

Design message queue architectures using RabbitMQ, Kafka, SQS, or Pub/Sub. Covers dead letters, consumer groups, and schemas.

Plan and generate data migration scripts between database schemas, platforms, or storage formats with rollback support.

Design load testing scenarios with k6, Locust, or JMeter. Analyzes results and recommends performance improvements.

Facilitate sprint planning: estimate story points, identify dependencies, balance team capacity, and generate sprint goals.

Build technology radar assessments (adopt/trial/assess/hold) for frameworks, tools, and platforms across engineering teams.

Optimize content for search engines: keyword density, internal linking, meta tags, schema markup, and readability scores.

Write professional press releases for product launches, funding announcements, partnerships, and company milestones.

Design effective surveys with question ordering, response scale selection, and bias-reduction techniques.

Create ATS-optimized resumes and cover letters tailored to specific job descriptions.