Introducing the Top 100 openclaw Ranking Skills for 20260219 (Chinese functional version)

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This article lists the Top 100 Skills by Stars as of 2026-02-19 (Fully Chinese Feature Edition).

Sorting rule: sorted by stars from high to low. Each entry includes: repository URL, star count, Chinese brief description, and detailed Chinese feature explanation.

  1. self-improving-agent (GitHub collaboration management)

    • Repository: self-improving-agent — ClawHub
    • Stars: 218
    • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.

  2. Gog (Email automation)

    • Repository: Gog — ClawHub
    • Stars: 146
    • Details: For sending/receiving email, searching email, and managing drafts and threads—ideal for standardizing and batching repetitive email workflows.

  3. Proactive Agent (GitHub collaboration management)

    • Repository: Proactive Agent — ClawHub
    • Stars: 97
    • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.

  4. Agent Browser (Browser/Desktop automation)

    • Repository: Agent Browser — ClawHub
    • Stars: 91
    • Details: Used to automatically perform web/desktop actions (clicking, typing, scraping, screenshots, etc.)—great for turning repetitive processes into bots.

  5. Clawdbot Documentation Expert (Web search & information retrieval)

    • Repository: Clawdbot Documentation Expert — ClawHub
    • Stars: 75
    • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.

  6. Summarize (PDF document processing)

    • Repository: Summarize — ClawHub
    • Stars: 69
    • Details: For PDF extraction, editing, merging/splitting, and form processing—ideal for document automation scenarios.

  7. Caldav Calendar (Schedule & calendar management)

    • Repository: Caldav Calendar — ClawHub
    • Stars: 65
    • Details: Used to read and maintain schedule events; supports creating, updating, and syncing calendars—ideal for meeting and reminder management.

  8. Humanizer (GitHub collaboration management)

    • Repository: Humanizer — ClawHub
    • Stars: 64
    • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.

  9. Tavily Web Search (Web search & information retrieval)

    • Repository: Tavily Web Search — ClawHub
    • Stars: 56
    • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.

  10. Github (GitHub collaboration management)

  • Repository: Github — ClawHub
  • Stars: 54
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Wacli (Cross-platform messaging & collaboration)
  • Repository: wacli — ClawHub
  • Stars: 53
  • Details: Used to send, search, and interact on IM/community platforms—ideal for cross-platform communication automation.
  1. Find Skills (GitHub collaboration management)
  • Repository: Find Skills — ClawHub
  • Stars: 52
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Auto-Updater Skill (Skill ecosystem & documentation)
  • Repository: Auto-Updater Skill — ClawHub
  • Stars: 49
  • Details: Used to discover, install, and publish skills or to consult documentation—ideal for expanding an Agent’s capability boundaries.
  1. YouTube Watcher (PDF document processing)
  • Repository: YouTube Watcher — ClawHub
  • Stars: 47
  • Details: For PDF extraction, editing, merging/splitting, and form processing—ideal for document automation scenarios.
  1. Nano Banana Pro (GitHub collaboration management)
  • Repository: Nano Banana Pro — ClawHub
  • Stars: 40
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. ByteRover (GitHub collaboration management)
  • Repository: ByteRover — ClawHub
  • Stars: 39
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Desktop Control (Browser/Desktop automation)
  • Repository: Desktop Control — ClawHub
  • Stars: 38
  • Details: Used to automatically perform web/desktop actions (clicking, typing, scraping, screenshots, etc.)—great for turning repetitive processes into bots.
  1. Notion (Knowledge & task management)
  • Repository: Notion — ClawHub
  • Stars: 37
  • Details: Used to manage notes, to-dos, knowledge bases, and project cards—helps systematize personal information management.
  1. Clawdhub (Web search & information retrieval)
  • Repository: Clawdhub — ClawHub
  • Stars: 37
  • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.
  1. Weather (Weather & travel information)
  • Repository: Weather — ClawHub
  • Stars: 36
  • Details: Used to check real-time weather and future forecasts—ideal for quick decisions for commuting, business trips, and outdoor planning.
  1. Frontend Design (GitHub collaboration management)
  • Repository: Frontend Design — ClawHub
  • Stars: 35
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Trello (Knowledge & task management)
  • Repository: Trello — ClawHub
  • Stars: 34
  • Details: Used to manage notes, to-dos, knowledge bases, and project cards—helps systematize personal information management.
  1. Openai Whisper (Audio/Video content extraction)
  • Repository: Openai Whisper — ClawHub
  • Stars: 32
  • Details: Used for audio/video transcription, subtitle/script extraction, and content summarization—great for knowledge organization and derivative creation.
  1. Marketing Mode (GitHub collaboration management)
  • Repository: Marketing Mode — ClawHub
  • Stars: 31
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Answer Overflow (GitHub collaboration management)
  • Repository: Answer Overflow — ClawHub
  • Stars: 31
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Humanize AI text (GitHub collaboration management)
  • Repository: Humanize AI text — ClawHub
  • Stars: 30
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Obsidian (Knowledge & task management)
  • Repository: Obsidian — ClawHub
  • Stars: 29
  • Details: Used to manage notes, to-dos, knowledge bases, and project cards—helps systematize personal information management.
  1. Stock Analysis (Financial market analysis)
  • Repository: Stock Analysis — ClawHub
  • Stars: 28
  • Details: Used to view stock/crypto market data, fundamentals, and trend information—ideal for investment research and portfolio tracking.
  1. Memory Setup (Web search & information retrieval)
  • Repository: Memory Setup — ClawHub
  • Stars: 25
  • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.
  1. Prompt Guard (GitHub collaboration management)
  • Repository: Pg Release — ClawHub
  • Stars: 25
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Slack (Cross-platform messaging & collaboration)
  • Repository: Slack — ClawHub
  • Stars: 24
  • Details: Used to send, search, and interact on IM/community platforms—ideal for cross-platform communication automation.
  1. Model Usage (Productivity enhancement)
  • Repository: Model Usage — ClawHub
  • Stars: 23
  • Details: Used to improve execution efficiency for common tasks—ideal for standardizing repetitive work for continuous reuse.
  1. Brave Search (Browser/Desktop automation)
  • Repository: Brave Search — ClawHub
  • Stars: 23
  • Details: Used to automatically perform web/desktop actions (clicking, typing, scraping, screenshots, etc.)—great for turning repetitive processes into bots.
  1. Google Workspace (No Cloud Console) (Email automation)
  1. Mcporter (Productivity enhancement)
  • Repository: Mcporter — ClawHub
  • Stars: 21
  • Details: Used to improve execution efficiency for common tasks—ideal for standardizing repetitive work for continuous reuse.
  1. Elite Longterm Memory (GitHub collaboration management)
  • Repository: Elite Longterm Memory — ClawHub
  • Stars: 21
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. SuperDesign (Productivity enhancement)
  • Repository: SuperDesign — ClawHub
  • Stars: 21
  • Details: Used to improve execution efficiency for common tasks—ideal for standardizing repetitive work for continuous reuse.
  1. Skill Creator (Skill ecosystem & documentation)
  • Repository: Skill Creator — ClawHub
  • Stars: 20
  • Details: Used to discover, install, and publish skills or to consult documentation—ideal for expanding an Agent’s capability boundaries.
  1. Nano Pdf (PDF document processing)
  • Repository: Nano Pdf — ClawHub
  • Stars: 19
  • Details: For PDF extraction, editing, merging/splitting, and form processing—ideal for document automation scenarios.
  1. Qmd (Web search & information retrieval)
  • Repository: Qmd — ClawHub
  • Stars: 17
  • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.
  1. Stock Market Pro (Financial market analysis)
  • Repository: Stock Market Pro — ClawHub
  • Stars: 17
  • Details: Used to view stock/crypto market data, fundamentals, and trend information—ideal for investment research and portfolio tracking.
  1. Discord (Cross-platform messaging & collaboration)
  • Repository: Discord — ClawHub
  • Stars: 16
  • Details: Used to send, search, and interact on IM/community platforms—ideal for cross-platform communication automation.
  1. Prompt Engineering Expert (GitHub collaboration management)
  • Repository: Prompt Engineering Expert — ClawHub
  • Stars: 16
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Gemini (Productivity enhancement)
  • Repository: Gemini — ClawHub
  • Stars: 14
  • Details: Used to improve execution efficiency for common tasks—ideal for standardizing repetitive work for continuous reuse.
  1. Video Frames (Productivity enhancement)
  • Repository: Video Frames — ClawHub
  • Stars: 14
  • Details: Used to improve execution efficiency for common tasks—ideal for standardizing repetitive work for continuous reuse.
  1. Todoist (GitHub collaboration management)
  • Repository: Todoist — ClawHub
  • Stars: 14
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Reddit (Web search & information retrieval)
  • Repository: Reddit — ClawHub
  • Stars: 14
  • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.
  1. Browser Use (Browser/Desktop automation)
  • Repository: Browser Use — ClawHub
  • Stars: 13
  • Details: Used to automatically perform web/desktop actions (clicking, typing, scraping, screenshots, etc.)—great for turning repetitive processes into bots.
  1. Yahoo Finance (GitHub collaboration management)
  • Repository: Yahoo Finance — ClawHub
  • Stars: 12
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Peekaboo (Productivity enhancement)
  • Repository: Peekaboo — ClawHub
  • Stars: 11
  • Details: Used to improve execution efficiency for common tasks—ideal for standardizing repetitive work for continuous reuse.
  1. 1password (Browser/Desktop automation)
  • Repository: https://clawhub.ai/skills/1password
  • Stars: 11
  • Details: Used to automatically perform web/desktop actions (clicking, typing, scraping, screenshots, etc.)—great for turning repetitive processes into bots.
  1. AgentMail (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/agentmail
  • Stars: 11
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Perplexity (Web search & information retrieval)
  • Repository: https://clawhub.ai/skills/perplexity
  • Stars: 10
  • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.
  1. Sonoscli (Device & home control)
  • Repository: https://clawhub.ai/skills/sonoscli
  • Stars: 9
  • Details: Used to control speakers, lights, cameras, sleep devices, etc.—ideal for smart-home and device automation.
  1. Tmux (Productivity enhancement)
  • Repository: https://clawhub.ai/skills/tmux
  • Stars: 9
  • Details: Used to improve execution efficiency for common tasks—ideal for standardizing repetitive work for continuous reuse.
  1. Imsg (Cross-platform messaging & collaboration)
  • Repository: https://clawhub.ai/skills/imsg
  • Stars: 9
  • Details: Used to send, search, and interact on IM/community platforms—ideal for cross-platform communication automation.
  1. Spotify Player (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/spotify-player
  • Stars: 9
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Gmail (Email automation)
  • Repository: https://clawhub.ai/skills/gmail
  • Stars: 9
  • Details: For sending/receiving email, searching email, and managing drafts and threads—ideal for standardizing and batching repetitive email workflows.
  1. Himalaya (Email automation)
  • Repository: https://clawhub.ai/skills/himalaya
  • Stars: 8
  • Details: For sending/receiving email, searching email, and managing drafts and threads—ideal for standardizing and batching repetitive email workflows.
  1. Apple Notes (Knowledge & task management)
  • Repository: https://clawhub.ai/skills/apple-notes
  • Stars: 8
  • Details: Used to manage notes, to-dos, knowledge bases, and project cards—helps systematize personal information management.
  1. Openai Whisper Api (Audio/Video content extraction)
  • Repository: https://clawhub.ai/skills/openai-whisper-api
  • Stars: 8
  • Details: Used for audio/video transcription, subtitle/script extraction, and content summarization—great for knowledge organization and derivative creation.
  1. Pdf (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/pdf
  • Stars: 8
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Web Search (PDF document processing)
  1. moltbook-interact (Productivity enhancement)
  1. YouTube Transcript (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/youtube-transcript
  • Stars: 7
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Blogwatcher (Memory & conversation management)
  • Repository: https://clawhub.ai/skills/blogwatcher
  • Stars: 6
  • Details: Used to manage long-term memory, session logs, and context backtracking—ideal for continuously improving workflows.
  1. Local Places (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/local-places
  • Stars: 6
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. 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. (PDF document processing)
  1. Filesystem Management (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/clawdbot-filesystem
  • Stars: 6
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Sag (Audio/Video content extraction)
  • Repository: https://clawhub.ai/skills/sag
  • Stars: 5
  • Details: Used for audio/video transcription, subtitle/script extraction, and content summarization—great for knowledge organization and derivative creation.
  1. Openai Image Gen (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/openai-image-gen
  • Stars: 5
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Apple Reminders (Knowledge & task management)
  1. Agent Browser (Browser/Desktop automation)
  1. Docker Essentials (Image & media processing)
  1. Browser Automation (PDF document processing)
  1. Goplaces (Web search & information retrieval)
  • Repository: https://clawhub.ai/skills/goplaces
  • Stars: 4
  • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.
  1. Openhue (Device & home control)
  • Repository: https://clawhub.ai/skills/openhue
  • Stars: 4
  • Details: Used to control speakers, lights, cameras, sleep devices, etc.—ideal for smart-home and device automation.
  1. Things Mac (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/things-mac
  • Stars: 4
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Searxng (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/searxng
  • Stars: 4
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Oracle (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/oracle
  • Stars: 3
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Session-logs (Web search & information retrieval)
  • Repository: https://clawhub.ai/skills/session-logs
  • Stars: 3
  • Details: Used to search the web for the latest information and return structured results—ideal for research, fact-checking, and information collection.
  1. Telegram (Cross-platform messaging & collaboration)
  • Repository: https://clawhub.ai/skills/telegram
  • Stars: 3
  • Details: Used to send, search, and interact on IM/community platforms—ideal for cross-platform communication automation.
  1. google-search (PDF document processing)
  1. Eightctl (Device & home control)
  • Repository: https://clawhub.ai/skills/eightctl
  • Stars: 2
  • Details: Used to control speakers, lights, cameras, sleep devices, etc.—ideal for smart-home and device automation.
  1. Food Order (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/food-order
  • Stars: 2
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Gifgrep (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/gifgrep
  • Stars: 1
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. Camsnap (Device & home control)
  • Repository: https://clawhub.ai/skills/camsnap
  • Stars: 1
  • Details: Used to control speakers, lights, cameras, sleep devices, etc.—ideal for smart-home and device automation.
  1. Songsee (Image & media processing)
  • Repository: https://clawhub.ai/skills/songsee
  • Stars: 1
  • Details: Used for image generation, editing, analysis, or visualization processing—ideal for content production and asset processing.
  1. Ordercli (Productivity enhancement)
  • Repository: https://clawhub.ai/skills/ordercli
  • Stars: 1
  • Details: Used to improve execution efficiency for common tasks—ideal for standardizing repetitive work for continuous reuse.
  1. Bear Notes (Knowledge & task management)
  • Repository: https://clawhub.ai/skills/bear-notes
  • Stars: 0
  • Details: Used to manage notes, to-dos, knowledge bases, and project cards—helps systematize personal information management.
  1. Blucli (Device & home control)
  • Repository: https://clawhub.ai/skills/blucli
  • Stars: 0
  • Details: Used to control speakers, lights, cameras, sleep devices, etc.—ideal for smart-home and device automation.
  1. Bluebubbles (GitHub collaboration management)
  • Repository: https://clawhub.ai/skills/bluebubbles
  • Stars: 0
  • Details: Built around GitHub’s day-to-day development workflow, supports viewing/creating issues and PRs, checking run status, and API queries—ideal for automating code-collaboration processes.
  1. healthcheck (DevOps toolchain)
  • Repository: https://clawhub.ai/skills/healthcheck
  • Stars: 0
  • Details: Used for operations related to file systems, containers, or project scaffolding—ideal for improving development and operations efficiency.
  1. Filesystem (PDF document processing)