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.
Score-basis 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.
llm-course
mlabonne/llm-course · Score 92
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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
Pre-install score, evidence completeness, 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
langfuse-python
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
tokscale
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
remnawave-scripts
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
llm-course
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | langfuse-python | tokscale | remnawave-scripts | llm-course |
|---|---|---|---|---|
| Pre-install decision | ||||
Pre-install score | 92 · Manual review | 82 · Manual review | 79 · Manual review | 92 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal |
Execution risk | High | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, human approval gap |
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, Secrets, Command | Permission review, Network, Command | Permission review, Network, Command |
Evidence completeness | 65% | 67% | 65% | 65% |
| Source & provenance | ||||
Provenance | langfuse/langfuse-python | junhoyeo/tokscale | DigneZzZ/remnawave-scripts | mlabonne/llm-course |
Category | Automation & Workflows | Dev & Engineering | Operations & Infra | Automation & Workflows |
Freshness | ||||
| Risk & permission signals | ||||
Audit signals | metadata-only | needs credentials | No explicit signals | metadata-only |
Permission hints | repository clone | repository clone, local runtime dependencies | repository clone, local runtime dependencies | repository clone |
| Install & compatibility | ||||
Supported tools | Universal | Universal | Universal | Universal |
Install method | script-backed | script-backed | script-backed | script-backed |
| Community | ||||
Stars | 378 | 1.6K | 335 | 78.2K |
2026-04-13 |
2026-04-07 |
2026-04-02 |
2026-02-05 |
75 |
55 |
40 |
75 |
