Compare skills
Pick 2–4 skills and compare what really matters: fit, risk, install effort, and community signal.
Comparison matrix
Highlights show current best; tooltip explains diff/best rules.
Score-basis diff rules / risk tag notes
Start with the matrix. Open this section when you need to understand audit grades, top threats, control gaps, and best-value highlights.
Suggested baseline
Repository: crawlee
Author: apify · Source status: Clear source
Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 68%
Search to add skills, or paste 2–4 comma-separated slugs.
How differences are detected
A row is marked different when selected skills have distinct values. Only-differences mode hides rows that are identical.
How best values are highlighted
Pre-install score, evidence completeness, and community signal prefer higher values; execution risk and install friction prefer lower values.
How to read risk tags
Risk tags come from SAS-v2.1 public-evidence signals and point to command, network, secret, context, or supply-chain items to review before install.
Selected audit signals
udemy-courses
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
openai-python
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
YouTube Watcher
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing repo, missing license, broad permissions
| Dimension | udemy-courses | openai-python | YouTube Watcher |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 85 · Manual review | 92 · Manual review | 79 · Evidence missing |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal | Source needs review, High execution risk, Claude |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing repo, missing license, broad permissions |
Permission summary | Permission review, Network, Command | Permission review, Network, Command | Permission review, Network, Secrets, Command |
Evidence completeness | 67% | 65% | 67% |
| Source & provenance | |||
Provenance | orassayag/udemy-courses | openai/openai-python | Source needs review |
Category | Web & Automation | Automation & Workflows | Web & Automation |
Freshness | |||
| Risk & permission signals | |||
Audit signals | network access | metadata-only | needs credentials, network access, runs shell, writes files |
Permission hints | repository clone, local runtime dependencies | repository clone | review skill metadata before install, check required credentials in skill docs, requires local binaries: yt-dlp |
| Install & compatibility | |||
Supported tools | Universal | Universal | Codex, OpenClaw, Claude, Cursor, Universal |
Install friction | 40 | 75 | 65 |
| Community | |||
Stars | 4 | 30.5K | 252 |
Repository: openclaw/skills
Author: diagnostikon · Source status: Clear source
Trades monotonicity violations in NHL hockey O/U market ladders and spread-vs-total consistency on Polymarket.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: BotD
Author: fingerprintjs · Source status: Clear source
Free bot detection library that runs in the browser.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: Instagram-Hashtag-Scraper
Author: youmeat6678 · Source status: Clear source
A Python project for scraping Instagram posts based on specific hashtags.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: chatgpt-scraper
Author: daily-coding-problem · Source status: Clear source
A Selenium-based ChatGPT interaction automation tool.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
2026-03-30 |
2026-04-14 |
2026-01-25 |
