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.
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
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
docker-selenium
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
mcp-context-forge
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
langfuse-python
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | docker-selenium | mcp-context-forge | langfuse-python |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 79 · 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 |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, memory context poisoning | 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 completeness | 67% | 67% | 65% |
| Source & provenance | |||
Provenance | SeleniumHQ/docker-selenium | IBM/mcp-context-forge | langfuse/langfuse-python |
Category | Operations & Infra | Operations & Infra | Automation & Workflows |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | No explicit signals | metadata-only |
Permission hints | repository clone, local runtime dependencies | repository clone, local runtime dependencies | repository clone |
| Install & compatibility | |||
Supported tools | Universal | Universal | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 8.6K | 3.5K | 378 |
Repository: kubeshark
Author: kubeshark · Source status: Clear source
eBPF-powered network observability for Kubernetes.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: devspace
Author: devspace-sh · Source status: Clear source
DevSpace - The Fastest Developer Tool for Kubernetes ⚡ Automate your deployment workflow with DevSpace and develop software directly inside Kubernetes.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: moon
Author: aerokube · Source status: Clear source
Browser automation solution for Kubernetes and Openshift supporting Selenium, Playwright, Puppeteer and Cypress Topics: chrome-devtools-protocol, cypress-io, kubernetes, moon, on-premises, openshift, playwright, puppetee
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: skillhub
Author: iflytek · Source status: Clear source
Self-hosted, open-source agent skill registry for enterprises.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
2026-04-05 |
2026-04-08 |
2026-04-13 |
40 |
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