// BROWSE

Craig's OpenClaw workspace — personality, memory, skills, and deployment for Merit-Systems' AI agent. Features Discord integration, self-modification capabilities, and workspace-as-repo architecture for version-controlled agent configuration.

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.

Generate images utilizing ComfyUI's powerful node-based workflow capabilities. Supports dynamically loading multiple pre-configured generation workflows from different instances and their corresponding parameter mappings, importing saved workflows in bulk from ComfyUI or local JSON files, converting natural language into parameters, driving local or remote ComfyUI services, tracking execution history with parameters and results.

Command safety guardian: semantic classification (READ/WRITE/NETWORK/DESTRUCTIVE) before shell execution. Auto-approves safe operations, blocks dangerous ones.

An OpenClaw skill for launching headless Claude Code sessions with remote control URLs and automatic idle timeout.

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.

Route every request to the cheapest model that can handle it and save 70%+

OpenClaw Skill + Python SDK for agent learning tracking with Proof-of-Learning NFTs and $RIKA rewards. Persistent learning memory with semantic graphs and agent-to-agent knowledge exchange.

Uncle Matt is a hardened security wrapper for OpenClaw that prevents secret leakage and tool abuse by acting as a broker between agents and third-party APIs.

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.

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.

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.

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.

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.

Encrypted GitHub backup & restore for any OpenClaw agent system. Branch-per-night strategy with smart retention (7 daily / 8 weekly / 12 monthly). Backs up openclaw.json (AES-256 encrypted), agent memories, SOUL/IDENTITY files, cron jobs, and custom skills. Guided agent setup flow.

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.

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>'.

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

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 assistant skill for OpenClaw to auto-generate SaaS quotes through natural language instructions

Design, implement, debug, and test Home Assistant custom integrations, HACS repositories, Lovelace cards, and config flows with OpenClaw workflows.

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.

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

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.

Use when operating a SocialClaw workspace through the hosted service at https://getsocialclaw.com. Covers connecting customer social accounts, uploading media, validating or applying schedules, and inspecting posts, runs, analytics, capabilities, settings, actions, jobs, and workspace health for X, Facebook Pages, Instagram Business, Instagram standalone, LinkedIn profile/page, Pinterest, TikTok, Discord, Telegram, YouTube, Reddit, and WordPress.

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.

Master routing skill for all X/Twitter operations in AI agents — reading, searching, posting, mentions, and algorithm intelligence

OpenClaw skill for Android app development with Gradle build system. Includes AGP/Gradle version compatibility, project templates, and build automation scripts.

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.

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

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

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.

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

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

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

Autonomous content production department for AI agents. 18 integrated skills with 9-stage vault, 6 production tools, multi-format publishing (video, shorts, carousels), and learning loop for continuous improvement.

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.

Nextflow workflow development and bioinformatics pipeline automation for HPC environments.

Pixel art office interface for multi-agent state visualization with real-time status tracking, memo management, and mobile responsiveness

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.

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.

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

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

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

Comprehensive database design tool with schema analyzer, index optimizer, and migration generator. Zero external dependencies (stdlib only).

Engineering skill for system design documentation. Official Anthropic skill.

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

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.

Cross-provider calendar synchronization (Google Calendar + Microsoft 365) using a hub-and-spoke model with SYNCV2 metadata tracking

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%.

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

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.

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.

OpenClaw skill for Atlassian Jira Cloud — CRUD issues, comments, attachments, workflow transitions, and JQL search via Jira REST API v3 with email + API token auth.

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

Vision-based desktop automation skills for OpenClaw agents on macOS. See, learn, click — any app.

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

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

Your AI family doctor — a complete health companion that monitors vitals, manages conditions, and keeps your whole family's health on track.

Validity-threat audit for empirical AI research — 5 categories (MI/IV/CV/SV/AI), PASS/FAIL verdict with required fixes.

Install, update, test, or uninstall a Windows-only OpenClaw gateway supervisor that inherits Windows proxy settings, watches proxy changes, and adapts model routing.

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.

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

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

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

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

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.

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.

Share agent skills with a link. Publish and install SKILL.md artifacts across Claude, Codex, Cursor, Amp, Windsurf, OpenCode, Cline, Roo, and OpenClaw.

Multi-agent orchestration with linear/DAG modes

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.

Create structured interview plans with competency-based questions, scorecards, and debrief templates. Produces complete interview kits with panel assignments, question banks, and scoring rubrics.

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

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

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.

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

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.

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

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

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

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 +

Navigate privacy regulations (GDPR, CCPA), review DPAs, and handle data subject requests. Covers lawful basis, breach notification timelines, DPIA requirements, and cross-border data transfers.

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.

Multi-source deep search for OpenClaw — 4-source architecture (Brave + Exa + Tavily + Grok) with intent routing, deduplication, and content extraction.

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

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

Interactive flashcard skill with SM-2 spaced repetition algorithm, multiple quiz formats, deck management, and multilingual support. Install: clawhub install studyclaw

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

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.

Benchmark-first loop for improving Claude Code, Cowork, and OpenClaw skills through controlled mutation and honest keep/discard decisions — not prompt vibes.

当需要展开内部策略细节时，按需读取：

## Stop watchdog / 关闭督办

## Stop watchdog / 关闭督办

若 subagent spawning 不可用：

若 subagent spawning 不可用：

> 💡 这些信息在系统消息中格式如：

| 场景 | 使用方式 |

## 规则

## 验证清单

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

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).

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

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

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

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

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

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

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

Provides assistance with planning family history and genealogy research projects.

170+ production-ready skills and plugins for Claude Code, OpenAI Codex, Gemini CLI, and OpenClaw — reusable expertise bundles across engineering, marketing, product, compliance, and more.

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.

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

AI-powered user research through natural language. Installs the Cookiy MCP server and orchestrates tool workflows for study creation, AI interviews, discussion guide editing, participant recruitment, and report generation.

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

Guide for performing Chromium version upgrades in the Electron project. Covers patch application workflow, conflict resolution, and multi-phase upgrade process for electron/electron contributors.

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

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

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.

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

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

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

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

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

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.

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.

Unified SEO and GEO audit for websites — full SEO audit, GEO audit, AI visibility review, and EEAT review with 4-dimension workflow and priority tiers.

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

AI-powered project memory system that auto-captures context, decisions, and implementation patterns from development workflows. Stores institutional knowledge in searchable format for team continuity.

🚀 One-command dispatch of dev tasks to Claude Code with auto-notification. Agent Teams support.

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

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!

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

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.

16 production-hardened patterns for OpenClaw agents earned from real failures: WAL Protocol, anti-hallucination, ambiguity gate, compaction survival, QA gates, multi-agent handoffs, and more. Includes self-audit tooling and tiered implementation paths.

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

Assists with family history and genealogy research planning. Privacy-aware with explicit warnings. Covers research strategies, record sources, and documentation templates.

Full desktop GUI automation for OpenClaw. 5-layer pipeline (Browser→Action Router→Smart Interaction→A11y→Computer Use) with tiered safety (Auto/Preview/Confirm). Supports Windows, macOS, Linux. Free Ollama path for 80%+ of tasks. Binds to localhost only.

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.

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.

Generate templated responses for common legal inquiries and identify when situations require individualized attention. Manages response templates for data requests, NDA inquiries, vendor queries, and discovery holds.

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.

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

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

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

Search, brief, and monitor Korean used-market listings across 당근마켓, 번개장터, and 중고나라.

Search, brief, and monitor Korean used-market listings across 당근마켓, 번개장터, and 중고나라 with natural-language queries, persistent watch rules, and cron-ready briefing. Use when searching for 중고 물건, setting up price/availability monitors, or generating daily market briefs.

Full-spectrum X/Twitter intelligence CLI for OpenClaw. Search, monitor, stream, profile analysis, thread building, Grok AI integration, Obsidian sync, cost tracking, MCP server. Requires X_BEARER_TOKEN. Checksum-verified installer.

Open-source AI image and video generator skill for Codex, Claude Code, OpenClaw, Cursor. Powered by CyberBara API with Nano Banana, Sora 2, Seedance, and Kling support.

End-to-end PhD research paper writer with Foundation, Pilot, Full Experiment, Writing stages, advisor reviews, adversarial audits, and live dashboard.

Automated video editing skill for talk/vlog/standup videos. Use when: cutting video, splitting video into sentences, merging video clips, extracting audio, transcribing speech, auto-editing oral presentations.

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.

An OpenClaw skill for role-based responses, realistic scope boundaries, and structured handoffs across organizational roles.

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.

29 comprehensive OpenClaw skills for real-world automation, research, content creation, developer workflows. Multi-language documentation.

Health, eval, and regression system for OpenClaw skills. Detects duplicates, audits routing, tracks improvements via heartbeat automation.

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

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

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

OpenClaw skill to fetch 'Did you know?' facts from Wikipedia

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

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.

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

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

PostgreSQL-specific code review assistant covering JSONB operations, arrays, custom types, RLS, indexing strategies, and optimization. Includes anti-pattern examples and security review sections.

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

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

🌊 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

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

- 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

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.

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

[![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

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

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

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

Full-cycle content research and writing assistant with 8-step iterative workflow

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

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.

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

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.

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

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.

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

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

Reconcile accounts by comparing GL balances to subledgers, bank statements, or third-party data. Covers GL-to-subledger recs, bank reconciliations, intercompany reconciliations, and reconciling item categorization.

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

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

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

OpenClaw skill for security health checks and recurring posture tracking. Install via: clawhub install clawvitals

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

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

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

Benchmark compensation against market data for hiring, retention, and equity planning. Provides percentile bands (25th/50th/75th/90th) for base, equity, and total comp with location adjustments.

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.

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

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.

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

Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.

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.

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.

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

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.

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

Research-backed formulas for estimating AI-assisted and hybrid human+agent development work. Draws on METR, PERT, and Shore methodologies with intellectual honesty about pre-1.0 status.

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

顏文字精靈 - Kaomoji selection skill for AI assistants. Select contextually appropriate kaomoji (Japanese emoticons) based on tone and emotion. Supports 500+ kaomoji with sentiment classification.

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

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

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

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.

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

Windows-first OpenClaw memory governance kit with Codex skill, repair, doctor, reindex, and promote workflows.

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.

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

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

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

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

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

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

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.

Block YouTube Shorts on Fire TV with daily time limits. Monitors watch time per device and auto-closes YouTube when quota is reached.

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

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

Automated gateway startup notifications for OpenClaw. Sends push alerts via 5 messaging platforms (Telegram, WeChat, DingTalk, Feishu, Email) when the gateway restarts.

Quick start guide for AI agents using Moltx Notify.

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

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

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

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

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

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

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.

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

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

OpenClaw Feishu official plugin onboarding skill

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

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

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

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

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.

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

关爱创业狗——每小时自动检测用户的飞书消息、Cursor 和 Claude Code 编码活动，分析工作状态和情绪，驱动桌面宠物动画，必要时通过飞书私聊发送关爱消息。

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.

ClawTrust is the trust layer for the agent

OpenClaw skill for scraping any URL using the Decodo Web Scraping API. 7 curated endpoints: Google Search, universal URL, Amazon products/search, YouTube subtitles, Reddit posts.

Intelligent file organization with confirm-before-delete safety and duplicate detection

Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.

A Claude Code plugin that converts MCP servers into token-efficient CLI tools with SKILL.md. Three sub-skills: mcp-analyze, mcp-codegen, skill-author.

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.

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

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

Medical device risk management specialist implementing ISO 14971.

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。

Safe skill backup and rollback helper for OpenClaw. Intelligently manage skill updates with automated backup and recovery.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

A skill for OpenClaw that tracks follow-up topics, preserves conversational continuity, and helps the agent pick up the right thread at the right time.

Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents.

Post tasks for other AI agents to do, or pick up work from the AgentDo task queue (agentdo.dev). Use when: (1) you need something done that you can't do yourself (scraping, data collection, image conversion, research, verification), (2) you want to offer your skills to other agents, (3) you need a human for a physical or judgment task. Triggers on: 'post a task', 'find work', 'agentdo', 'task queue', 'get another agent to', 'I need help with', 'outsource this'.

Automated deployment, rollback, and version management for agent workflows and skills.

Verify skill provenance and build trust scores for ClawHub skills. Checks publisher history, version consistency, dependency trust chains, and generates trust attestations.

Model-driven arXiv retrieval workflow for building a paper set with a manual language parameter: initialize a run, fetch metadata for each model-designed query, let the model filter irrelevant items per query by keep indexes, then merge and dedupe into per-paper metadata directories. Use when query planning and relevance filtering should be done by the model, not rule-based heuristics.

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.

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

Comprehensive paid advertising skill covering Google Ads, Meta, LinkedIn, TikTok, and more. Features 190 audit checks, 12 sub-skills, 6 parallel agents, and RAG-powered campaign optimization for marketers and agencies.

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external services.

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

Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Req

You are an expert assistant for litdb, a literature and document database tool designed to help researchers curate and search their collection of scientific literature.

🛡️ Audit and verify OpenClaw skills for safety, ensuring quality with 395 safe skills from an in-depth analysis of over 4,000 entries.

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

Analyze workforce data — attrition, engagement, diversity, and productivity. Surfaces retention risks, diversity metrics, and engagement trends from HR data.

Intelligent stock analysis system for OpenClaw with multi-market support and AI decision dashboard.

Remediate accessibility issues in HTML/CSS: ARIA labels, keyboard navigation, focus management, and color contrast.

Design and implement web animations using CSS transitions, keyframes, and the Web Animations API for smooth UX.

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

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

Design and optimize chain-of-thought prompting strategies: step decomposition, self-consistency, and tree-of-thoughts.

Design conversational flows for chatbots and virtual assistants: intent taxonomy, entity extraction, and fallback handling.

Solve programming challenges with minimal character count using language-specific tricks and obscure syntax.