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.
Suggested baseline
Repository: openclaw/skills
Author: eternal0404 · Source status: Clear source
The all-in-one master skill — unified interface for every capability domain.
Score basis：Clear source · High risk signals · Claude
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
Improvement Generator
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
claude-token-tracker
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
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
| Dimension | Improvement Generator | claude-token-tracker | databao-context-engine |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Evidence confidence | 67% | 67% | 69% |
| Source & provenance | |||
Provenance | openclaw/skills | pepperonas/claude-token-tracker | JetBrains/databao-context-engine |
Freshness | 2026-04-07 | 2026-04-06 | 2026-04-08 |
| Risk & trust | |||
Trust score | 85 | 82 | 81 |
Audit signals | needs credentials, network access, runs shell | needs credentials | No explicit signals |
| Install & compatibility | |||
Supported tools | OpenClaw | Universal | Universal |
Install friction | 65 | 55 | 40 |
| Community | |||
Stars | 0 | 4 | 77 |
Repository: openclaw/skills
Author: lbtylb · Source status: Clear source
Advanced suite for creating, editing, and analyzing Microsoft Office documents (Word, Excel, PowerPoint).
Score basis：Clear source · High risk signals · OpenClaw
Repository: openclaw/skills
Author: jpengcheng523-netizen · Source status: Clear source
Analyze resource usage patterns and predict future scaling needs using trend analysis and forecasting methods for capacity planning and auto-scaling decisions.
Score basis：Clear source · High risk signals · Universal
Repository: openclaw/skills
Author: twinsgeeks · Source status: Clear source
Adopt a virtual Sugar Glider exotic animal at animalhouse.ai.
Score basis：Clear source · High risk signals · OpenClaw
Repository: openclaw/skills
Author: neroagent · Source status: Clear source
Core memory resilience layer: WAL (Write-Ahead Log), Working Buffer, and three-layer memory integration.
Score basis：Clear source · Risk needs review · Claude
Repository: openclaw/skills
Author: twinsgeeks · Source status: Clear source
Adopt a virtual Kraken exotic animal at animalhouse.ai.
Score basis：Clear source · High risk signals · OpenClaw
Permission hints |
|---|
verify source provenance before install |
repository clone, local runtime dependencies |
repository clone, local runtime dependencies |
