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.
contextplus
ForLoopCodes/contextplus · Score 79
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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
serena
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
Aliyun Qwen Text Embedding
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, shell without guardrails, network without allowlist
scholar-rag
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
contextplus
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | serena | Aliyun Qwen Text Embedding | scholar-rag | contextplus |
|---|---|---|---|---|
| SAS-v2.1 pre-install audit | ||||
Control gaps | missing license, broad permissions, shell without guardrails | missing license, shell without guardrails, network without allowlist | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails |
Evidence confidence | 67% | 65% | 67% | 67% |
| Source & provenance | ||||
Provenance | oraios/serena | openclaw/skills | PangHu1020/scholar-rag | ForLoopCodes/contextplus |
Freshness | 2026-04-08 | 2026-04-02 | 2026-04-06 | 2026-04-07 |
| Risk & trust | ||||
Trust score | 79 | 85 | 82 | 79 |
Audit signals | No explicit signals | network access, runs shell | ||
| Install & compatibility | ||||
Install friction | 40 | 50 | 40 | 40 |
| Community | ||||
Stars | 22.6K | 0 | 22 | 1.7K |
No explicit signals |
Permission hints | repository clone, local runtime dependencies | verify source provenance before install | repository clone, local runtime dependencies | repository clone, local runtime dependencies |
|---|
