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
LLM Loop Breaker
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
Cloudlog
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 | LLM Loop Breaker | Cloudlog | llm-course |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Audit grade | C · Review first | C · Review first | C · Review first |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | 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 |
Permission summary | Permission review, Network, Command | Permission review, Network, Command | Permission review, Network, Command |
Evidence confidence | 65% | 67% | 65% |
| Source & provenance | |||
Provenance | openclaw/skills | magicbug/Cloudlog | mlabonne/llm-course |
Category | Operations & Infra | Operations & Infra | Automation & Workflows |
Freshness | |||
| Risk & trust | |||
Trust score | 81 | 79 | 92 |
Audit signals | network access, runs shell, writes files | network access | metadata-only |
| Install & compatibility | |||
Supported tools | OpenClaw | Universal | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 0 | 549 | 78.2K |
Repository: openclaw/skills
Author: bwbernardweston18 · Source status: Clear source
Tell me what you need and I'll help you transform plain text into compelling videos — no software downloads, no paywalls, no experience required.
Score basis：Clear source · High risk signals · Cursor
Repository: openclaw/skills
Author: twinsgeeks · Source status: Clear source
Commitment for AI agents — find agents ready for commitment, commitment compatibility, and commitment-level connections.
Score basis：Clear source · High risk signals · Claude
2026-04-02 |
2026-04-06 |
2026-02-05 |
Permission hints |
|---|
requires binary: node, requires binary: python3, requires binary: bash, target os: linux, verify source provenance before install |
repository clone, local runtime dependencies |
repository clone |
50 |
40 |
75 |
