self-improving agent
v3.0.23Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Browse, search and install OpenClaw plugins. Free and open-source — install in one click via OpenClaw Easy.
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
Query Polymarket prediction markets. Check odds, find trending markets, search events, track price movements.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
Security gate for skills. Every new skill MUST pass SkillScan before use. Activate on any install, load, add, evaluate, or safety question about a skill. On...
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
Get current weather and forecasts (no API key required).
Multi search engine integration with 16 engines (7 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and Wolfra...
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
Ad intelligence and app analytics assistant for searching ad creatives, analyzing apps, rankings, downloads, revenue, and market insights. Use for 广告素材, 竞品分析...
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
Edit PDFs with natural-language instructions using the nano-pdf CLI.
Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
PollyReach gives every AI agent a phone number and the ability to get things done over the phone — finding contacts, making calls, and completing tasks. Just...
Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable...
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Notion API for creating and managing pages, databases, and blocks.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
Control Sonos speakers (discover/status/play/volume/group).
Local speech-to-text with the Whisper CLI (no API key).
Connect to external services through Maton-managed API routes. Use this skill only after the user names the target app, account, and task. Start with read/li...
OpenClaw WhatsApp channel plugin for WhatsApp Web chats.
Official Chrome channel plugin for connecting OpenClaw in Sider Chrome extension
Safety for Agents — ADR layer for OpenClaw
OpenClaw Matrix channel plugin for rooms and direct messages.
OpenClaw Codex app-server harness and model provider plugin with a Codex-managed GPT catalog.
OpenClaw Discord channel plugin for channels, DMs, commands, and app events.
OpenClaw Feishu/Lark channel plugin for chats and workplace tools (community maintained by @m1heng).
DingTalk (钉钉) channel plugin for OpenClaw
Four-layer local memory system plugin for OpenClaw — auto-captures, structures, and profiles conversational knowledge using local LLM + SQLite vector search (L0→L1→L2→L3 pipeline)
Framework for a Claude Code plugin that surfaces visible Inner OS monologue.
OpenClaw LanceDB-backed long-term memory plugin with auto-recall, auto-capture, and vector search.
OpenClaw Brave Search provider plugin for web search.
Credential-free kitchen-sink OpenClaw plugin fixture covering the public plugin API surface.
OpenClaw context-engine plugin — OpenViking AI memory, long-term memory, knowledge base, semantic search, RAG, context engine. 长期记忆 · 知识库 · 语义检索 · 上下文引擎
OpenClaw plugin: one clean set of web tools for Routing v2 multi-provider search, research mode, canonical-source reranking, and Tavily-first extraction across Serper/Google, Brave, Tavily, Exa, Querit, Linkup, Firecrawl, Parallel, SerpBase, Perplexity direct, Kilo Perplexity gateway, You.com, and SearXNG.
Official OpenClaw DingTalk channel plugin | 钉钉官方 OpenClaw 插件
Honcho AI-native memory integration for OpenClaw
OpenClaw ACP runtime backend with plugin-owned session and transport management.
OpenClaw QQ Bot channel plugin for group and direct-message workflows.
OpenClaw Microsoft Teams channel plugin for bot conversations.
OpenClaw voice-call plugin for Twilio, Telnyx, and Plivo phone calls.
Lobster workflow tool plugin for typed pipelines and resumable approvals.
OpenClaw Google Meet participant plugin for joining calls through Chrome or Twilio transports.
Mem0 memory backend for OpenClaw — platform or self-hosted open-source
OpenClaw QVeris plugin — capability discovery, tool inspection, and tool calling
Octo channel plugin for OpenClaw
OpenClaw Opik exporter — sends LLM traces to Opik
OpenClaw diagnostics Prometheus exporter for runtime metrics.
OpenClaw diagnostics OpenTelemetry exporter for metrics and traces.
Web scraping and AI-powered data extraction via Apify for OpenClaw — market research, competitor intelligence, trend analysis, lead generation, e-commerce, social media analytics, and more.
Browse the full catalog on ClawHub Plugins · ClawHub Skills
Download OpenClaw Easy and the in-app plugin browser is right there — one-click install, no terminal.
Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models