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.
OpenPaperGraph
openclaw/skills · Score 84
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
databao-context-engine
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
koog
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
Release20260324
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
OpenPaperGraph
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | databao-context-engine | koog | Release20260324 | OpenPaperGraph |
|---|---|---|---|---|
| SAS-v2.1 pre-install audit | ||||
Evidence confidence | 69% | 69% | 67% | 67% |
| Source & provenance | ||||
Provenance | JetBrains/databao-context-engine | JetBrains/koog | openclaw/skills | openclaw/skills |
Category | Data & Analytics | Dev & Engineering | Data & Analytics | Data & Analytics |
Freshness | ||||
| Risk & trust | ||||
Trust score | 81 | 81 | 84 | 84 |
Audit signals | ||||
| Install & compatibility | ||||
Supported tools | Universal | Universal | Claude, Codex, OpenClaw | Claude, Codex, OpenClaw |
Install friction | 40 | |||
| Community | ||||
Stars | 77 | 4K | 0 | 0 |
2026-04-08 |
2026-04-07 |
2026-03-25 |
2026-03-25 |
No explicit signals |
No explicit signals |
needs credentials, network access, runs shell, writes files |
needs credentials, network access, runs shell, writes files |
Permission hints | repository clone, local runtime dependencies | repository clone, local runtime dependencies | verify source provenance before install | verify source provenance before install |
|---|
65 |
65 |
