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.
AI-QA-Retrieval-Assistant-API
mvsaran/AI-QA-Retrieval-Assistant-API · Score 82
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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
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
scholar-rag
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
serena
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
UnifAI
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
AI-QA-Retrieval-Assistant-API
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | scholar-rag | serena | UnifAI | AI-QA-Retrieval-Assistant-API |
|---|---|---|---|---|
| SAS-v2.1 pre-install audit | ||||
Evidence confidence | 67% | 67% | 69% | 67% |
| Source & provenance | ||||
Provenance | PangHu1020/scholar-rag | oraios/serena | redhat-community-ai-tools/UnifAI | mvsaran/AI-QA-Retrieval-Assistant-API |
Freshness | 2026-04-06 | 2026-04-08 | 2026-04-06 | 2026-04-01 |
| Risk & trust | ||||
Trust score | 82 | 79 | 81 | 82 |
Audit signals | ||||
| Install & compatibility | ||||
Install friction | 40 | 40 | 50 | 40 |
| Community | ||||
Stars | 22 | 22.6K | 35 | 1 |
No explicit signals |
No explicit signals |
runs shell |
No explicit signals |
