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
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
research-workflow-assistant
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
mcp-for-beginners
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
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
| Dimension | research-workflow-assistant | mcp-for-beginners | claude-token-tracker |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, identity privilege abuse, data exfiltration |
Permission summary | Permission review, Network, Command | Permission review, Network, Command | Permission review, Network, Secrets, Command |
Evidence confidence | 65% | 67% | 67% |
| Source & provenance | |||
Provenance | andre-inter-collab-llc/research-workflow-assistant | microsoft/mcp-for-beginners | pepperonas/claude-token-tracker |
Category | Data & Analytics | Dev & Engineering | Data & Analytics |
Freshness | |||
| Risk & trust | |||
Trust score | 81 | 85 | 82 |
Audit signals | No explicit signals | No explicit signals | needs credentials |
| Install & compatibility | |||
Install friction | 40 | 40 | 55 |
| Community | |||
Stars | 8 | 15.8K | 4 |
Repository: openai/skills
Author: openai · Source status: Clear source
Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization.
Score basis：Clear source · Risk needs review · Claude
Repository: databao-context-engine
Author: JetBrains · Source status: Clear source
Databao Context Engine is an open-source engine that automatically generates a governed semantic context from your databases, BI tools, documents, and spreadsheets.
Score basis：Clear source · Low risk signals · Universal
Repository: openclaw/skills
Author: harrylabsj · Source status: Clear source
Analyze names for meaning, origin, cultural associations, and personality traits.
Score basis：Clear source · High risk signals · Universal
2026-04-06 |
2026-04-08 |
2026-04-06 |
