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
Ai-Resume-Analyzer
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
agent-browser
Execution risk：High
Threat tags：data exfiltration, human approval gap
Control gaps：missing license, broad permissions, network without allowlist
| Dimension | udemy-courses | Ai-Resume-Analyzer | agent-browser |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 85 · Manual review | 82 · Manual review | 79 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, human approval gap | data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, broad permissions, network without allowlist |
Permission summary | Permission review, Network, Command | Permission review, Network, Command | Network, Command |
Evidence completeness | 67% | 65% | 64% |
| Source & provenance | |||
Provenance | orassayag/udemy-courses | SagarBiswas-MultiHAT/Ai-Resume-Analyzer | vercel-labs/agent-browser/tree/main/skills/agent-browser |
Freshness | 2026-03-30 | 2026-02-25 | 2026-02-04 |
| Risk & permission signals | |||
Audit signals | network access | network access, writes files | No explicit signals |
Permission hints | repository clone, local runtime dependencies | repository clone, local runtime dependencies | registry access, remote metadata pull, runtime dependencies may be required |
| Install & compatibility | |||
Supported tools | Universal | Universal | Claude, Codex, Cursor, Universal |
Install method | script-backed | script-backed | registry-install |
Install friction | |||
| Community | |||
Stars | 4 | 13 | 13.4K |
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%
Repository: pending
Author: Michael Gathara · Source status: Source needs review
Fetch and read transcripts from YouTube videos.
Score basis：Source needs review · High execution risk · Claude · Evidence completeness 67%
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