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: goose
Author: aaif-goose · Source status: Clear source
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
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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
gemini-cli
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
remnawave-scripts
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
PaddleOCR
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | gemini-cli | remnawave-scripts | PaddleOCR |
|---|---|---|---|
| Source & provenance | |||
Provenance | google-gemini/gemini-cli | DigneZzZ/remnawave-scripts | PaddlePaddle/PaddleOCR |
Category | Agent & Tools | Operations & Infra | Agent & Tools |
Freshness | 2026-04-14 | 2026-04-02 | 2026-04-14 |
| Risk & permission signals | |||
Audit signals | metadata-only | No explicit signals | metadata-only |
Permission hints | repository clone | repository clone, local runtime dependencies | repository clone |
| Install & compatibility | |||
Install friction | 75 | 40 | 75 |
| Community | |||
Stars | 101.2K | 335 | 75.5K |
Repository: 1Panel
Author: 1Panel-dev · Source status: Clear source
🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: GitNexus
Author: abhigyanpatwari · Source status: Clear source
GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 68%
