Claw ecosystem
Skills
Explore skills from ClawHub, OpenClaw’s public directory for agent skills. The table shows a fixed-size snapshot of entries, typically ordered by popularity (downloads). External links open in a new tab; listings are for reference only and are not endorsements.
ClawHub
Data sources & methodology
Source: clawhub-api-v1
Metrics: downloads_desc, stars_desc
Update cadence: daily
Fetched at: 2026-08-02T08:01:53.411Z
Method: clawhub-api-v1
| Rank | Project | Summary | Author | ||
|---|---|---|---|---|---|
| 1 | ClawHub self-improving agent | Captures learnings, errors, and corrections to enable continuous improvement for the agent. | — | 471,908 | 3,958 |
| 2 | ClawHub Skill Vetter | 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. | — | 267,731 | 1,281 |
| 3 | ClawHub Self-Improving + Proactive Agent | Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when... | — | 206,085 | 1,273 |
| 4 | ClawHub ontology | Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin... | — | 195,252 | 654 |
| 5 | ClawHub Github | 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. | — | 194,567 | 661 |
| 6 | ClawHub Gog | Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs. | — | 190,136 | 946 |
| 7 | ClawHub SkillScan | 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... | tokauthai | 180,308 | 40 |
| 8 | ClawHub Proactive Agent | 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 🦞 | — | 173,128 | 827 |
| 9 | ClawHub Weather | Get current weather and forecasts (no API key required). | — | 165,781 | 427 |
| 10 | ClawHub Multi Search Engine | Multi search engine integration with 16 engines (7 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and Wolfra... | — | 158,397 | 758 |
| 11 | ClawHub Agent Browser | Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection | matrixy | 151,427 | 452 |
| 12 | ClawHub AdMapix | AdMapix raw data layer for ad creatives, apps, rankings, downloads/revenue, and market metadata. Returns structured JSON from the AdMapix API; the calling ag... | — | 132,756 | 293 |
| 13 | ClawHub Humanizer | 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, supe | — | 126,394 | 706 |
| 14 | ClawHub Nano Pdf | Edit PDFs with natural-language instructions using the nano-pdf CLI. | steipete | 118,557 | 269 |
| 15 | ClawHub Obsidian | Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli. | — | 106,678 | 452 |
| 16 | ClawHub Nano Banana Pro | 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. | — | 105,786 | 418 |
| 17 | ClawHub Tavily 搜索 | 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... | jacky1n7 | 102,541 | 266 |
| 18 | ClawHub PollyReach | 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... | pollyreach | 100,514 | 54 |
| 19 | ClawHub Notion | Notion API for creating and managing pages, databases, and blocks. | steipete | 98,863 | 269 |
| 20 | ClawHub Auto-Updater Skill | 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. | — | 98,243 | 445 |
| 21 | ClawHub Skill Creator | 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. | chindden | 98,209 | 334 |
| 22 | ClawHub Baidu web search | Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics. | — | 91,696 | 219 |
| 23 | ClawHub Word / DOCX | Create, inspect, and edit Microsoft Word documents and DOCX files with reliable styles, numbering, tracked changes, tables, sections, and compatibility check... | ivangdavila | 88,155 | 352 |
| 24 | ClawHub Sonoscli | Control Sonos speakers (discover/status/play/volume/group). | steipete | 87,312 | 56 |
| 25 | ClawHub Openai Whisper | Local speech-to-text with the Whisper CLI (no API key). | — | 86,634 | 337 |
| 26 | ClawHub API Gateway | 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/list calls when possible and follow the app-specific reference before any change. | — | 85,035 | 393 |
| 27 | ClawHub Evolver | A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap... | autogame-17 | 82,753 | 84 |
| 28 | ClawHub Prismfy Web Search | Free Google | Default web search for OpenClaw. Search the web across 10 engines — Google, Reddit, GitHub, arXiv, Hacker News, and more — using Prismfy. Free tier included,... | uroboros1205 | 82,218 | 38 |
| 29 | ClawHub Automation Workflows | Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identifying repetitive tasks to automate, building workflows across tools, setting up triggers and actions, or optimizing existing automations. Covers automation opportunity ide | — | 81,962 | 312 |
| 30 | ClawHub Excel / XLSX | Create, inspect, and edit Microsoft Excel workbooks and XLSX files with reliable formulas, dates, types, formatting, recalculation, and template preservation... | — | 77,621 | 292 |