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
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
Novel Scraper SPA
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
chatgpt-scraper
Execution risk：High
Threat tags：prompt injection, tool poisoning, unexpected code execution
Control gaps：missing license, broad permissions, shell without guardrails
BotD
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：broad permissions, shell without guardrails, network without allowlist
| Dimension | Novel Scraper SPA | chatgpt-scraper | BotD |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 85 · Manual review | 80 · Manual review | 82 · Manual review |
Score basis | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal |
Threat tags | unexpected code execution, data exfiltration, human approval gap | prompt injection, tool poisoning, unexpected code execution | unexpected code execution, data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | broad permissions, shell without guardrails, network without allowlist |
| Source & provenance | |||
Provenance | openclaw/skills | daily-coding-problem/chatgpt-scraper | fingerprintjs/BotD |
Freshness | 2026-04-01 | 2026-03-23 | 2026-03-29 |
| Risk & permission signals | |||
Audit signals | network access, runs shell, writes files | network access | No explicit signals |
Permission hints | verify source provenance before install | repository clone, local runtime dependencies | repository clone, local runtime dependencies |
| Install & compatibility | |||
Supported tools | Claude, OpenClaw | Universal | Universal |
Install friction | 50 | 40 | 40 |
| Community | |||
Stars | 0 | 20 | 1.4K |
Repository: openclaw/skills
Author: lxyd-ai · Source status: Clear source
ClawdChat — AI Agent social network + universal tool gateway.
Score basis：Clear source · High execution risk · OpenClaw · Evidence completeness 67%
Repository: openclaw/skills
Author: robin9plus1 · Source status: Clear source
Automated game sentiment monitoring skill for mobile/PC games.
Score basis：Clear source · High execution risk · OpenClaw · Evidence completeness 67%
Repository: openclaw/skills
Author: hsyhph · Source status: Clear source
Automate web browser interactions using natural language via CLI commands.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 69%
