Best OpenClaw Skills for Knowledge Management

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...

ontology

@oswalpalash

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

Humanizer

@biostartechnology

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.

Obsidian

@steipete

Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.

Elite Longterm Memory

@nextfrontierbuilds

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.

YouTube Watcher

@michaelgathara

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.

News Summary

@joargp

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.

Self Improving Agent

@xiucheng

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

Session-logs

@guogang1024

Search and analyze your own session logs (older/parent conversations) using jq.

Memory Setup

@jrbobbyhansen-pixel

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.

Clawdbot Documentation Expert

@nicholasspisak

Clawdbot documentation expert with decision tree navigation, search scripts, doc fetching, version tracking, and config snippets for all Clawdbot features

ByteRover

@byteroverinc

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...

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...

Model Usage

@steipete

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

Apple Notes

@steipete

Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks Clawdbot to add a note, list notes, search notes, or manage note folders.

Gemini

@steipete

Gemini CLI for one-shot Q&A, summaries, and generation.

Qmd

@steipete

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

Agent Memory

@dennis-da-menace

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

Memory Manager

@marmikcfc

Local memory management for agents. Compression detection, auto-snapshots, and semantic search. Use when agents need to detect compression risk before memory loss, save context snapshots, search historical memories, or track memory usage patterns. Never lose context again.

Summarize Pro

@mkpareek0315

When user asks to summarize text, articles, documents, meetings, emails, YouTube transcripts, books, PDFs, reports, conversations, or any long content. Also...

Performs web searches using DuckDuckGo to retrieve real-time information from the internet. Use when the user needs to search for current events, documentation, tutorials, or any information that requires web search capabilities.

@10e9928a

Performs web searches using DuckDuckGo to retrieve real-time information from the internet. Use when the user needs to search for current events, documentation, tutorials, or any information that requires web search capabilities.

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。

Marketing Mode

@thesethrose

Marketing Mode combines 23 comprehensive marketing skills covering strategy, psychology, content, SEO, conversion optimization, and paid growth. Use when users need marketing strategy, copywriting, SEO help, conversion optimization, paid advertising, or any marketing tactic.

Memory Hygiene

@dylanbaker24

Audit, clean, and optimize Clawdbot's vector memory (LanceDB). Use when memory is bloated with junk, token usage is high from irrelevant auto-recalls, or setting up memory maintenance automation.

YouTube Transcript

@xthezealot

Fetch and summarize YouTube video transcripts. Use when asked to summarize, transcribe, or extract content from YouTube videos. Handles transcript fetching via residential IP proxy to bypass YouTube's cloud IP blocks.

命理大师

@wscats

全体系命理大师 — 八字四柱、紫微斗数、奇门遁甲、六爻、梅花易数、塔罗、星盘、 数字命理、九宫飞星风水、掌纹面相、起名命名、穿衣搭配、合婚择吉一站式解读。本地档案、可选每日推送（默认关闭）、 浏览器六爻界面与 HTML 报告。仅作文化参考，不替代医疗、法律、心理、财务、婚姻等 专业建议；遇重大决策请咨询专业人士。

Interview Simulator

@wscats

Simulates mock interviews for any role and experience level with tailored technical, behavioral, and case questions plus detailed feedback and scoring.

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...

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...

腾讯文档 TENCENT DOCS

@liyang58

腾讯文档（docs.qq.com）-在线云文档平台，是创建、编辑、管理文档的首选 skill。涉及"新建/创建/编辑/读取/查看/搜索文档"、"保存文件"、"云文档"、"腾讯文档"、"docs.qq.com"等操作，请优先使用本 skill。支持能力：(1) 创建各类在线文档（文档/Word/Excel/幻灯片/...

Memory

@ivangdavila

Remembers, recalls, and organizes durable facts in a categorized markdown store at ~/Clawic/data/memory/, parallel to built-in agent memory. Use when the user says remember this, save this, note that for later, or don't forget; when they ask what did I tell you about X, when did we decide Y, or who is Z; when a stored fact is wrong, outdated, or contradicts what they just said; when they want something forgotten or deleted; when recall misses, returns stale facts, or slows down as the store grows; when duplicate or conflicting entries appear; when consolidating scattered notes, importing an existing vault, or sharing memory across devices and agents. Not for session-scoped context the runtime already holds, note-taking apps (notes), journaling practice (journal), or study techniques like spaced repetition (learn, active-recall).

Self Reflection

@hopyky

Continuous self-improvement through structured reflection and memory

Screenshot

@ivangdavila

Capture, inspect, and compare screenshots of screens, windows, regions, web pages, simulators, and CI runs with the right tool, wait strategy, viewport, and...

neural-memory

@nhadaututtheky

Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or context across sessions (2) User asks "do you remember..." or references past conversations (3) Starting a new task — inject relevant context from memory (4) After making decisions or encountering errors — store for future reference (5) User asks "why did X happen?" — trace causal chains through memory Zero LLM dependency. Neural graph with Hebbian learning, memory decay, contradiction detection, and temporal reasoning.

Memory Tiering

@sarielwang93

Automated multi-tiered memory management (HOT, WARM, COLD). Use this skill to organize, prune, and archive context during memory operations or compactions.

Computer Use

@ram-raghav-s

Full desktop computer use for headless Linux servers. Xvfb + XFCE virtual desktop with xdotool automation. 17 actions (click, type, scroll, screenshot, drag,...

Vercel Platform

@thesethrose

Deploy applications and manage projects with complete CLI reference. Commands for deployments, projects, domains, environment variables, and live documentation access.

Monday.com

@byungkyu

Monday.com API integration with managed OAuth. Manage boards, items, columns, groups, and workspaces using GraphQL. Use this skill when users want to create, update, or query Monday.com boards and items, manage tasks, or automate workflows. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Requires network access and valid Maton API key. Calls run through the `maton` CLI with OAuth login; default to read and list calls, and confirm every write or new connection with the user.

Summarize 1.0.0

@garrisongg

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).

Self Evolving Skill

@whtoo

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

Cognitive Memory

@icemilo414

Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when setting up agent memory, configuring remember/forget triggers, enabling sleep-time reflection, building knowledge graphs, or adding audit trails. Replaces basic flat-file memory with a cognitive architecture featuring episodic, semantic, procedural, and core memory stores. Supports multi-agent systems with shared read, gated write access model. Includes philosophical meta-reflection that deepens understanding over time. Covers MEMORY.md, episode logging, entity graphs, decay scoring, reflection cycles, evolution tracking, and system-wide audit.

Prompt Guard

@seojoonkim

650+ pattern AI agent security defense covering prompt injection, supply chain injection, memory poisoning, action gate bypass, unicode steganography, cascad...

Translate

@ivangdavila

Translates and localizes text, software strings, documents, subtitles, and marketing copy between any language pair. Use when translating anything, when fixing a translation that reads machine-made, or when localizing a product: ICU plurals and gender, placeholders that must survive, string catalogs (JSON, XLIFF, .po, .strings, .xcstrings, ARB, RESX, YAML), locale codes and fallback chains, RTL and bidi breakage, CJK typography, mojibake, text expansion that overflows the UI, subtitle timing and reading speed, hreflang and multilingual SEO, glossaries, translation memory and fuzzy matches, and post-editing machine output. Use when choosing register (tu/vous, tú/usted, du/Sie, keigo), between es-ES and es-419 or zh-Hans and zh-Hant, or when a certified, legal, or medical translation carries liability. Not for writing original copy natively in one language (spanish, french, german, japanese, chinese) or generating captions from audio (video-captions).

OpenClaw Token Optimizer

@asif2bd

OpenClaw Token Optimizer v3.2.0 — practical cost-control toolkit for OpenClaw agents. Lazy context loading, Sonnet/Opus-aware routing, heartbeat scheduling,...

AI Meeting Notes w/ Action Items + To-Do List Tracker

@jeffjhunter

Messy notes → Clear action items. Instantly. Paste any meeting notes, transcript, or text. Get summaries, action items with owners and deadlines. Auto-saved, searchable, with integrated to-do tracking. No bot. No subscription. No setup.

NotebookLM CLI

@fadeloo

NotebookLM CLI wrapper via `node {baseDir}/scripts/notebooklm.mjs`. Use for auth, notebooks, chat, sources, notes, sharing, research, and artifact generation/download.

Self Improving Agent 1.0.2

@txmerlxn

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 realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

topic-monitor

@robbyczgw-cla

Monitor topics of interest and proactively alert when important developments occur. Use when the user wants automated monitoring of specific subjects like product releases, news topics, technology updates, RSS/Atom feeds, or GitHub releases. Supports scheduled web search plus feed polling, boolean topic filters, AI importance scoring with sentiment tracking, smart alerts vs weekly digests, and memory-aware contextual summaries.

OpenClaw Memory

@weareallsatoshin

Manage, optimize, and troubleshoot the OpenClaw memory system — MEMORY.md curation, daily logs (memory/YYYY-MM-DD.md), memory_search tuning, compaction survi...

Context7 MCP

@thesethrose

Context7 MCP - Intelligent documentation search and context for any library

System Info

@xejrax

Quick system diagnostics: CPU, memory, disk, uptime

Supabase

@lucassynnott

Connect to Supabase for database operations, vector search, and storage. Use for storing data, running SQL queries, similarity search with pgvector, and managing tables. Triggers on requests involving databases, vector stores, embeddings, or Supabase specifically.

simmer

@simmer

The prediction market interface for AI agents. Trade Polymarket and Kalshi through one API with self-custody wallets, safety rails, and smart context.

Feishu Doc

@autogame-17

Fetch content from Feishu (Lark) Wiki, Docs, Sheets, and Bitable. Automatically resolves Wiki URLs to real entities and converts content to Markdown.

Language Learning Tutor

@chipagosfinest

AI language tutor for learning ANY language through conversation, vocab drills, grammar lessons, flashcards, and immersive practice. Use when the user wants to: learn a new language, practice vocabulary, study grammar, do flashcard drills, translate phrases, practice conversation, prepare for travel, learn slang/idioms, or improve pronunciation. Supports ALL languages including Spanish, French, German, Japanese, Chinese (Mandarin/Cantonese), Korean, Arabic, Hindi, Bengali/Bangla, Portuguese, Russian, Italian, Turkish, Vietnamese, Thai, Swahili, Hebrew, Polish, Dutch, Greek, and 100+ more.

Figma

@maddiedreese

Professional Figma design analysis and asset export. Use for extracting design data, exporting assets in multiple formats, auditing accessibility compliance, analyzing design systems, and generating comprehensive design documentation. Read-only analysis of Figma files with powerful export and reporting capabilities.

GA4 Analytics

@adamkristopher

Google Analytics 4, Search Console, and Indexing API toolkit. Analyze website traffic, page performance, user demographics, real-time visitors, search queries, and SEO metrics. Use when the user asks to: check site traffic, analyze page views, see traffic sources, view user demographics, get real-time visitor data, check search console queries, analyze SEO performance, request URL re-indexing, inspect index status, compare date ranges, check bounce rates, view conversion data, or get e-commerce revenue. Requires a Google Cloud service account with GA4 and Search Console access.

OpenClaw Memory Qdrant

@zuiho-kai

Local semantic memory with Qdrant and Transformers.js. Store, search, and recall conversation context using vector embeddings (fully local, no API keys).

Obsidian - read, search, write and edit direct to obsidian vault.

@ruslanlanket

Work with Obsidian vaults as a knowledge base. Features: fuzzy/phonetic search across all notes, auto-folder detection for new notes, create/read/edit notes with frontmatter, manage tags and wikilinks. Use when: querying knowledge base, saving notes/documents, editing existing notes by user instructions.

Supermemory

@clawdbot51-oss

Store and retrieve memories using the SuperMemory API. Add content, search memories, and chat with your knowledge base.