Best OpenClaw Skills for Agent Orchestration

self-improving agent

@pskoett

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 fails, (5) Claude rea

Skill Vetter

@spclaudehome

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.

Self-Improving + Proactive Agent

@ivangdavila

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...

SkillScan

@tokauthai

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...

Proactive Agent

@halthelobster

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 🦞

Agent Browser

@matrixy

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

PollyReach

@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...

Skill Creator

@chindden

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.

Evolver

@autogame-17

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap...

Agent Phone Call

@mrsz

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...

Find Skills Skill

@fangkelvin

Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, search for specific functionality, or discover new s...

Self Improving Agent

@xiucheng

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.

Proactive Agent Lite

@bestrocky

Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f...

Planning with files

@othmanadi

Manus-style persistent file-based planning for AI coding agents: keeps task_plan.md, findings.md, and progress.md on disk so work survives context loss and /clear. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring 5+ tool calls. Supports a

Skill Finder Cn

@guohongbin-git

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...

Evolver

@autogame-17

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap...

Clawdhub

@steipete

Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawdhub CLI.

AnySearch

@anysearch-ai

Unified real-time search engine skill for AI agents. Supports general web search, vertical domain search, parallel batch search, and full-page content extraction.

Using Superpowers

@zlc000190

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Agent Memory

@dennis-da-menace

Persistent memory for AI agents to store facts, learn from actions, recall information, and track entities across sessions.

Playwright Scraper Skill

@waisimon

Playwright-based web scraping OpenClaw Skill with anti-bot protection. Successfully tested on complex sites like Discuss.com.hk.

得到大脑（原 Get 笔记）

@iswalle

通过官方 getnote CLI 连接得到大脑，完成浏览器授权、连接诊断、CLI 升级，以及保存、查询、搜索、整理和管理用户的真实笔记。用户明确要求登录、诊断或升级，或要保存链接/图片、查找和查看笔记、整理知识库/文件夹、订阅博主、管理标签时使用；不会自行安装或更新 Skill。

Proactivity (Proactive Agent)

@ivangdavila

Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time.

Agent Team Orchestration

@arminnaimi

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.

Superpowers Dev Workflow

@wlshlad85

Spec-first, TDD, subagent-driven software development workflow. Use when: (1) building any new feature or app — triggers brainstorm → plan → subagent executi...

Skill Vetter - Pre-Install Security Review

@donovanpankratz-del

Security vetting protocol before installing any AI agent skill. Red flag detection for credential theft, obfuscated code, exfiltration. Risk classification L...

Productivity

@ivangdavila

Diagnoses and repairs personal productivity: overwhelm, procrastination, scattered priorities, collapsed habits, busywork that never finishes. Use when someone is overwhelmed or behind; when they cannot start, cannot stop, or keep replanning instead of working; when everything feels urgent and the list is no longer trusted; when goals never turn into shipped work; when meetings and messages eat the day; when a habit keeps breaking; when they want a weekly review, a shutdown routine, or one trusted home for goals, projects and commitments; and when the constraint is a situation — student, manager, executive, parent, freelancer, founder, creative, remote work, ADHD, burnout, or guilt about resting. Covers capacity math, estimation, WIP limits, delegation and saying no. Not for calendar-API automation (`calendar-planner`), running the day-to-day list (`task-list`), or the narrower tools: time blocking (`time-management`), habit streaks (`habits`), deep-work rituals (`deep-work`).

Self Improving Agent CN

@zhengxinjipai

AI自我改进与记忆系统 - 解决'同类错误反复犯、用户纠正不长记性'的痛点。自动捕获错误、用户纠正、最佳实践，并转化为长期记忆。

Find Skill

@breckengan

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...

百度网盘

@wscats

百度网盘(Baidu Drive, pan.baidu.com)文件管理 — 上传、下载、转存、分享、搜索、移动、复制、重命名、创建文件夹、删除（高风险，需用户确认）。 同时支持 Agent 记忆备份/恢复（kimiclaw/maxclaw/qclaw/openclaw）。 TRIGGER: 用户消息明确提及"百...

Weiyun Skills

@wscats

微云网盘 MCP 接口完整技能。包含 weiyun.list、weiyun.list_by_category、weiyun.download、weiyun.delete、weiyun.upload、weiyun.gen_share_link、weiyun.rename_file、weiyun.rename_dir...

Find Skills

@isainazar

Search, discover, and install skills from the open agent skills ecosystem to extend agent capabilities for specific tasks or domains.

Eno Skills

@wscats

This skill should be used when the user needs to analyze frontend project architecture evaluate tech stack choices review component design patterns assess bu...

Agent Autonomy Kit

@ryancampbell

Stop waiting for prompts. Keep working.

Self Improving Agent

@mike5230odense

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Prompt Engineering Expert

@tomstools11

Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents

Proactive Agent Skill

@fangkelvin

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Includes WAL Protocol, Working Buffer, Autono...

Marketing Skills

@jchopard69

Access 23 marketing modules offering checklists, frameworks, and ready-to-use deliverables for CRO, SEO, copywriting, analytics, launches, ads, and social me...

Self Reflection

@hopyky

Continuous self-improvement through structured reflection and memory

moltbook-interact

@lunarcmd

Interact with Moltbook social network for AI agents. Post, reply, browse, and analyze engagement. Use when the user wants to engage with Moltbook, check their feed, reply to posts, or track their activity on the agent social network.

Skill Vetting

@eddygk

Vet ClawHub skills for security and utility before installation. Use when considering installing a ClawHub skill, evaluating third-party code, or assessing w...

Self-Improving Proactive Agent

@yueyanc

A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov...

ima skills

@iampennyli

统一的 IMA OpenAPI 技能，支持笔记管理和知识库操作。 当用户提到知识库、资料库、笔记、备忘录、记事，或者想要上传文件、添加网页到知识库、 搜索知识库内容、搜索/浏览/创建/编辑笔记时，使用此 skill。 即使用户没有明确说"知识库"或"笔记"，只要意图涉及文件上传到知识库、网页收藏、 知识搜索、个人...

Capability Evolver

@kennyzir

Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...

Skill Finder (Find ClawHub skills + Search Skills.sh)

@ivangdavila

Find, compare, and install agent skills across ClawHub and Skills.sh when the user needs new capabilities, better workflows, stronger tools, or safer alterna...

Agent Orchestrator

@aatmaan1

Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks

Subagent Driven Development

@zlc000190

Use when executing implementation plans with independent tasks in the current session

Self Evolving Skill

@whtoo

Meta-cognitive self-learning system - Automated skill evolution based on predictive coding and value-driven mechanisms.

Adaptive Reasoning

@enzoricciulli

Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.

ai-news-collectors

@kenxcomp

AI 新闻聚合与热度排序工具。当用户询问 AI 领域最新动态时触发，如："今天有什么 AI 新闻？""总结一下这周的 AI 动态""最近有什么火的 AI 产品？""AI 圈最近在讨论什么？"。覆盖：新产品发布、研究论文、行业动态、融资新闻、开源项目更新、社区病毒传播现象、AI 工具/Agent 热门项目。输出中文摘要列表，按热度排序，附带原文链接。

Agent Browser Core

@codedao12

OpenClaw skill for the agent-browser CLI (Rust-based with Node.js fallback) enabling AI-friendly web automation with snapshots, refs, and structured commands.

Agentic Coding

@ivangdavila

Ship production code with AI agents through acceptance contracts, micro diffs, red green loops, and deterministic handoff checkpoints.

Openclaw Command Center

@jontsai

Mission control dashboard for OpenClaw - real-time session monitoring, LLM usage tracking, cost intelligence, and system vitals. View all your AI agents in o...

Openclaw Agent Optimize

@phenomenoner

Use when: you want a structured audit -> options -> recommended plan to improve an OpenClaw workspace (cost, model routing, context discipline, delegation, r...

Skill Creator

@yixinli867

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.

Cursor CLI Agent

@swiftlysingh

A comprehensive skill for using the Cursor CLI agent for various software engineering tasks (updated for 2026 features, includes tmux automation guide).

CCTV News Fetcher

@yuhangch

Fetch and parse news highlights from CCTV News Broadcast (Xinwen Lianbo) for a given date.

AI Image Generation

@ivangdavila

Create AI images with GPT Image, Gemini Nano Banana, FLUX, Imagen, and top providers using prompt engineering, style control, and smart editing.

AI Agent Helper

@katrina-jpg

AI Agent 設定同優化助手 - Prompt Engineering、Task Decomposition、Agent Loop設計

AI Persona OS

@jeffjhunter

The complete operating system for OpenClaw 5.x agents. Built-in memory tool integration (memory_search, memory_get, DREAMS.md), Discord channel-routing fixes...