self-improving agent
把「踩过的坑」写成可复用的经验,下次遇到同类任务先翻笔记再动手。榜单第一,49 万次下载不是刷出来的。
External Skills · ClawHub
站内那 6 个技能是我们自己写的,够用但不够多。这一页把 ClawHub 上公开的 Agent 技能抓成索引:按中文栏目归类、标好下载量和授权状态、 一句话说清它解决什么问题,来源点进去直达原站。 我们不镜像正文——技能是作者的作品,这里只做地图。
收录门槛:下载量 ≥ 1.0 千、单作者最多 3 条(防止一个账号刷满整页)。指标是抓取时的快照,不是实时。
不按下载量排,按「中文用户真的用得上」挑。每条的点评都是手写的。
把「踩过的坑」写成可复用的经验,下次遇到同类任务先翻笔记再动手。榜单第一,49 万次下载不是刷出来的。
装第三方技能前的体检员:读 SKILL.md 和脚本,标出联网、写文件、要密钥这些动作。给不放心的人用。
中文公文专用:通知、请示、纪要、述职都能起稿,还管「去 AI 味」和 Word 排版。体制内写作的高频刚需。
给 Agent 加一层记忆防火墙:语义召回之外,还会扫提示词注入、凭证外泄和记忆投毒。
让 Agent 直接读 issue、PR、CI 状态,省掉「复制链接再粘给我」这一步。同类里下载量最高。
把 Tavily 的搜索接口包成技能,比让模型硬猜网址靠谱;做资料收集类任务的底座。
搜技能名、作者或关键词。列表只展示元信息,正文请回原站看。
把「踩过的坑」写成可复用的经验,下次遇到同类任务先翻笔记再动手。榜单第一,49 万次下载不是刷出来的。
装第三方技能前的体检员:读 SKILL.md 和脚本,标出联网、写文件、要密钥这些动作。给不放心的人用。
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
让 Agent 直接读 issue、PR、CI 状态,省掉「复制链接再粘给我」这一步。同类里下载量最高。
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 🦞
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...
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
AdMapix raw data layer for ad creatives, apps, rankings, downloads/revenue, and market metadata. Returns structured JSON from the AdMapix API; the calling ag...
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: inflat
把 Tavily 的搜索接口包成技能,比让模型硬猜网址靠谱;做资料收集类任务的底座。
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.
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...
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.
Create, inspect, and edit Microsoft Word documents and DOCX files with reliable styles, numbering, tracked changes, tables, sections, and compatibility check...
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap...
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 i
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 automa
Create, inspect, and edit Microsoft Excel workbooks and XLSX files with reliable formulas, dates, types, formatting, recalculation, and template preservation...
Default web search for OpenClaw. Search the web across 10 engines — Google, Reddit, GitHub, arXiv, Hacker News, and more — using Prismfy. Free tier included,...
(Depreciated: This skill is no longer maintained; its related functions have been absorbed by the Evolver main body.) Feishu-integrated wrapper for the capability-evolver. Manages the evolution loop lifecycle (start/stop/ensure), sends rich
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with w...
Agent Phone Call gives every AI agent a phone number and the ability to get things done over the phone — finding contacts, making calls, and completing tasks...
Manages free AI models from OpenRouter for OpenClaw. Automatically ranks models by quality, configures fallbacks for rate-limit handling, and updates opencla...
Ultimate AI agent memory system for Cursor, Claude, ChatGPT & Copilot. WAL protocol + vector search + git-notes + cloud backup. Never lose context again. Vibe-coding ready.
Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, search for specific functionality, or discover new s...
Advanced desktop automation with mouse, keyboard, and screen control
Use when the user wants an AI agent to place a US phone call, call a business, handle hold or phone menus, confirm/reschedule/cancel/book/follow up/check an order, reach a real person, leave voicemail, connect the user into a live call, con
Analyze stocks and cryptocurrencies using Yahoo Finance data. Supports portfolio management, watchlists with alerts, dividend analysis, 8-dimension stock scoring, viral trend detection (Hot Scanner), and rumor/early signal detection. Use fo
Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
This skill should be used when the user asks for news updates, daily briefings, or what's happening in the world. Fetches news from trusted international RSS feeds and can create voice summaries.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documen
Read and send email via IMAP/SMTP. Check for new/unread messages, fetch content, search mailboxes, mark as read/unread, and send emails with attachments. Supports multiple accounts. Works with any IMAP/SMTP server including Gmail, Outlook,
Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
Use this skill when the user wants to send or fetch files through an Xdrop server from the terminal, asks to automate encrypted Xdrop share-link workflows, p...
Web search using Tavily's LLM-optimized API. Returns relevant results with content snippets, scores, and metadata.
Access ATXP paid API tools for web search, AI image generation, music creation, video generation, X/Twitter search, email, and agent account management. Use...
AI-optimized web search using Tavily Search API. Use when you need comprehensive web research, current events lookup, domain-specific search, or AI-generated answer summaries. Tavily is optimized for LLM consumption with clean structured re
Automate web browser interactions using natural language via CLI commands. Use when the user asks to browse websites, navigate web pages, extract data from websites, take screenshots, fill forms, click buttons, or interact with web applicat
Browser automation via Playwright MCP server. Navigate websites, click elements, fill forms, extract data, take screenshots, and perform full browser automation workflows.
Search and analyze your own session logs (older/parent conversations) using jq.
Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their config. Covers MEMORY.md, daily logs, and vector search setup.
Persistent file-based planning for multi-step AI-agent work. Keeps task_plan.md, findings.md, and progress.md on disk; lifecycle hooks inject selected project planning context. Automatic recovery reads project planning files only. Explicit
Clawdbot documentation expert with decision tree navigation, search scripts, doc fetching, version tracking, and config snippets for all Clawdbot features
Expert frontend design guidelines for creating beautiful, modern UIs. Use when building landing pages, dashboards, or any user interface.
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f...
UI/UX design intelligence and implementation guidance for building polished interfaces. Use when the user asks for UI design, UX flows, information architecture, visual style direction, design systems/tokens, component specs, copy/microcopy
You MUST use this for gathering contexts before any work. This is a Knowledge management for AI agents. Use `brv` to store and retrieve project patterns, dec...
This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses DuckDuckGo's search API to return results in clean, formatted output (text,
Skill 查找器 | Skill Finder. 帮助发现和安装 ClawHub Skills | Discover and install ClawHub Skills. 回答'有什么技能可以X'、'找一个技能' | Answers 'what skill can X', 'find a skill'. 触发...
Gmail API integration with managed OAuth. Read, send, and manage emails, threads, labels, and drafts. Use this skill when users want to interact with Gmail. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap...
Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
API-first email platform designed for AI agents. Create and manage dedicated email inboxes, send and receive emails programmatically, and handle email-based workflows with webhooks and real-time events. Use when you need to set up agent ema
命令行直接按 @作者/技能名 装,装前建议先看一眼 SKILL.md:
openclaw skills install @pskoett/self-improving-agent在 ClawHub 页面下载后解压到技能目录,重启会话即可:
~/.claude/skills/<技能名>/技能就是「能让 Agent 跑起来的代码」。它会读文件、联网、可能要密钥。 陌生来源先用 vetter 类技能过一遍,别直接往生产环境的 Agent 上装。
数据来自 ClawHub 公开 API,脚本是 scripts/sync-external-skills.mjs, 定期跑一次生成 data/external-skills.json,构建时读快照而不是实时请求——这样站点快,也不会把对方接口打挂。
版权:技能正文、脚本、图片归各作者所有。标了 license(目前都是 MIT-0)的也只做摘要引用; 标「未标授权」的一律只给外链,不转载任何内容。如果作者希望自己的技能从这里下架,告诉我们就删。
想看可以下载、带脚本的文件包?站内那 6 个自研技能在 Agent Skills 技能库,支持一键下载 zip。