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: 2026-09-30T11:30:35.232Z
Method: clawhub-api-v1
| Rank | Project | Summary | Author | ||
|---|---|---|---|---|---|
| 1 | ClawHub self-improving agent | Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool f | — | 481,898 | 3,991 |
| 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. | — | 275,126 | 1,300 |
| 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... | — | 210,431 | 1,287 |
| 4 | 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. | — | 199,593 | 671 |
| 5 | ClawHub ontology | Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin... | — | 199,334 | 659 |
| 6 | ClawHub Gog | Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs. | — | 195,495 | 950 |
| 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 | 182,158 | 41 |
| 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 🦞 | — | 176,376 | 831 |
| 9 | ClawHub Weather | Get current weather and forecasts (no API key required). | — | 170,582 | 429 |
| 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... | — | 162,009 | 763 |
| 11 | ClawHub Agent Browser | Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection | matrixy | 156,988 | 460 |
| 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... | — | 133,643 | 296 |
| 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 | — | 131,461 | 712 |
| 14 | ClawHub Nano Pdf | Edit PDFs with natural-language instructions using the nano-pdf CLI. | — | 122,105 | 273 |
| 15 | ClawHub Obsidian | Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli. | — | 110,595 | 459 |
| 16 | ClawHub Tavily Search | Search the public web through Tavily and return structured results with URLs and snippets. Use when an agent needs current information, source discovery, link lookup, news or finance search, or a fallback for unavailable built-in web search. Do not use for private or authenticate | jacky1n7 | 107,261 | 268 |
| 17 | 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. | — | 107,162 | 420 |
| 18 | ClawHub Notion | Notion API for creating and managing pages, databases, and blocks. | — | 103,599 | 272 |
| 19 | 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. | — | 101,957 | 337 |
| 20 | 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 | 101,629 | 56 |
| 21 | 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. | — | 99,946 | 446 |
| 22 | ClawHub Word / DOCX | Create, inspect, and edit Microsoft Word documents and DOCX files with reliable styles, numbering, tracked changes, tables, sections, and compatibility check... | — | 93,549 | 355 |
| 23 | ClawHub Baidu web search | Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics. | — | 93,036 | 219 |
| 24 | 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 | 89,999 | 86 |
| 25 | ClawHub Sonoscli | Control Sonos speakers (discover/status/play/volume/group). | — | 89,671 | 56 |
| 26 | ClawHub Openai Whisper | Local speech-to-text with the Whisper CLI (no API key). | — | 88,806 | 341 |
| 27 | ClawHub API Gateway | Call third-party APIs through the Maton gateway, which injects the credential for an app the user has already connected. Use this skill when the user names a connected app and a concrete action in it - read a mailbox, query a CRM, file an issue, update a spreadsheet, run a query | — | 87,156 | 394 |
| 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 | 83,141 | 41 |
| 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 | — | 83,138 | 315 |
| 30 | ClawHub Excel / XLSX | Create, inspect, and edit Microsoft Excel workbooks and XLSX files with reliable formulas, dates, types, formatting, recalculation, and template preservation... | — | 81,540 | 297 |