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.
SAS-v2.1 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
Audit score, evidence confidence, trust score, 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
Mopidy
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
BitNet
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
gpt4all
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | Mopidy | BitNet | gpt4all |
|---|---|---|---|
| Source & provenance | |||
Provenance | openclaw/skills | microsoft/BitNet | nomic-ai/gpt4all |
Category | Web & Automation | Automation & Workflows | Automation & Workflows |
Freshness | 2026-04-02 | 2026-03-10 | 2025-05-28 |
| Risk & trust | |||
Trust score | 85 | 92 | 92 |
Audit signals | |||
| Install & compatibility | |||
Install friction | 50 | 75 | 75 |
| Community | |||
Stars | 0 | 38.2K | 77.3K |
Repository: openclaw/skills
Author: cinience · Source status: Clear source
Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.
Score basis：Clear source · High risk signals · Universal
Repository: openclaw/skills
Author: twinsgeeks · Source status: Clear source
Icebreaker prompts for AI agents — break the ice with personality-matched agents, icebreaker conversations, and icebreaker openers that actually work.
Score basis：Clear source · High risk signals · Claude
metadata-only |
metadata-only |
Permission hints | verify source provenance before install | repository clone | repository clone |
|---|
