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.
cymbal-air-toolbox-demo
GoogleCloudPlatform/cymbal-air-toolbox-demo · 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
langchain4j
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
qdrant-loader
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
spring-ai-playground
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
cymbal-air-toolbox-demo
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | langchain4j | qdrant-loader | spring-ai-playground | cymbal-air-toolbox-demo |
|---|---|---|---|---|
| Source & provenance | ||||
Provenance | langchain4j/langchain4j | martin-papy/qdrant-loader | JM-Lab/spring-ai-playground | GoogleCloudPlatform/cymbal-air-toolbox-demo |
Freshness | 2026-04-08 | 2026-04-06 | 2026-04-07 | 2026-04-08 |
| Risk & trust | ||||
Trust score | 81 | 81 | 81 | 82 |
Audit signals | No explicit signals | writes files | ||
| Community | ||||
Stars | 11.5K | 37 | 180 | 321 |
No explicit signals |
