Best Agent Skills Rankings
Every skills hub only sees its own ecosystem. This project pulls data from several hubs, folds in social signals from X, Bluesky and GitHub, and publishes 9 rankings to help you pick the best agent skills. The only rankings built from the whole picture.
- Skills analyzed daily
- 10,000+Skills analyzed daily
- Rankings
- 9Rankings
- Data sources
- 7Data sources
- Refresh cadence
- DailyRefresh cadence
Most Discussed Agent Skills
Mentions on X, Hacker News, Bluesky and GitHub over the past 7 days.
| # | Skill | Registry | X | Hacker News | Bluesky | GitHub | Engagement |
|---|---|---|---|---|---|---|---|
| 1 | self-improvingSelf-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when... | ClawHub | 100+ | 3 | 339 | 12 | 6,052 |
| 2 | skills.sh | 100+ | 5 | 4 | 19 | 2,572 | |
| 3 | skills.sh | 100+ | 0 | 8 | 29 | 1,306 | |
| 4 | skills.sh | 16 | 2 | 0 | 134 | 1,841 | |
| 5 | skills.sh | 57 | 0 | 2 | 60 | 1,382 | |
| 6 | self-improving-agentCaptures 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...'), | ClawHub | 52 | 0 | 2 | 5 | 2,514 |
| 7 | proactive-agentTransform 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. Par | ClawHub | 25 | 0 | 2 | 5 | 352 |
| 8 | skills.sh | 25 | 0 | 1 | 7 | 209 | |
| 9 | desktop-controlno public pageAdvanced desktop automation with mouse, keyboard, and screen control | ClawHub | — | 1 | 2 | 3 | — |
| 10 | skills.sh | 53 | 0 | 0 | 85 | 2,485 | |
| 11 | skills.sh | 4 | 0 | 0 | 11 | 32 | |
| 12 | nano-banana-proGenerate/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. | ClawHub | 30 | 0 | 9 | 0 | 268 |
| 13 | skills.sh | — | 0 | 12 | 4 | — | |
| 14 | api-gatewayCall 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 | ClawHub | — | 0 | 66 | 3 | — |
| 15 | skills.sh | — | 0 | 34 | 3 | — | |
| 16 | automation-workflowsDesign 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 an | ClawHub | — | 0 | 21 | 3 | — |
| 17 | skills.sh | — | 0 | 1 | 8 | — | |
| 18 | skills.sh | 6 | 0 | 0 | 1 | 30 | |
| 19 | brave-searchWeb search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required. | ClawHub | — | 0 | 8 | 3 | — |
| 20 | markdown-converterConvert documents and files to Markdown using markitdown. Use when converting PDF, Word (.docx), PowerPoint (.pptx), Excel (.xlsx, .xls), HTML, CSV, JSON, XML, images (with EXIF/OCR), audio (with tran | ClawHub | — | 0 | 11 | 1 | — |
| 21 | skills.sh | 2 | 0 | 0 | 1 | 7 | |
| 22 | video-framesExtract frames or short clips from videos using ffmpeg. | ClawHub | — | 0 | 2 | 1 | — |
- skills.sh
- ClawHub
- SkillHub CN
- — not published on that registry
- A on all three registries · B two · C one
Maintained by Linkly AI
Linkly AI is the knowledge brain for AI agents. It automatically parses the notes, study materials, bookmarks, knowledge bases, voice memos, meetings, videos and ideas on your computer, so your agent can search and read everything you have.
Set up https://linkly.ai/docs/en/agent-setup.md
Install and download counts come from public data of skills.sh, ClawHub, Tencent SkillHub and the GitHub API. Social signals come from X, Hacker News, Bluesky and GitHub search. Linkly AI is not endorsed by or affiliated with any of these platforms, and every count reflects that platform's own methodology. The dataset is published under CC BY 4.0.
View the dataset on GitHub