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.
OpenViking
volcengine/OpenViking · 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
qdrant-loader
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
TidGi-Desktop
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
flexible-graphrag
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
OpenViking
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | qdrant-loader | TidGi-Desktop | flexible-graphrag | OpenViking |
|---|---|---|---|---|
| SAS-v2.1 pre-install audit | ||||
Audit grade | C · Review first | C · Review first | C · Review first | C · Review first |
Execution risk | High | High | High | High |
Threat tags | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, identity privilege abuse, data exfiltration |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Command | Permission review, Network, Command | Permission review, Network, Command | Permission review, Network, Secrets, Command |
Evidence confidence | 67% | 67% | 67% | 69% |
| Source & provenance | ||||
Provenance | martin-papy/qdrant-loader | tiddly-gittly/TidGi-Desktop | stevereiner/flexible-graphrag | volcengine/OpenViking |
Category | Knowledge & RAG | Knowledge & RAG | Knowledge & RAG | Knowledge & RAG |
Freshness | ||||
| Risk & trust | ||||
Trust score | 81 | 81 | 81 | 79 |
| Install & compatibility | ||||
Supported tools | Universal | Universal | Universal | Universal |
Install method | script-backed | script-backed | script-backed | script-backed |
Install friction | ||||
| Community | ||||
Stars | 37 | 2K | 117 | 21.9K |
2026-04-06 |
2026-04-07 |
2026-03-30 |
2026-04-10 |
Audit signals |
|---|
writes files |
network access |
No explicit signals |
writes files |
Permission hints | repository clone, local runtime dependencies | repository clone, local runtime dependencies | repository clone, local runtime dependencies | repository clone, local runtime dependencies |
|---|
40 |
40 |
40 |
40 |
