Kubeshark
Repository: kubeshark
Author: kubeshark · Source status: Clear source
eBPF-powered network observability for Kubernetes.
Score basis:Clear source · High risk signals · Universal
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
kubectl-ai
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, human approval gap
Control gaps:missing license, broad permissions, shell without guardrails
skillhub
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, human approval gap
Control gaps:missing license, broad permissions, shell without guardrails
AstrBot
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, human approval gap
Control gaps:missing license, broad permissions, shell without guardrails
| Dimension | kubectl-ai | skillhub | AstrBot |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Evidence confidence | 65% | 67% | 65% |
| Source & provenance | |||
Provenance | sozercan/kubectl-ai | iflytek/skillhub | AstrBotDevs/AstrBot |
Freshness | 2025-01-28 | 2026-04-10 | 2026-04-07 |
| Risk & trust | |||
Trust score | 64 | 79 | 79 |
| Community | |||
Stars | 1.2K | 2.4K | 29.2K |
Repository: onepassword-operator
Author: 1Password · Source status: Clear source
The 1Password Connect Kubernetes Operator provides the ability to integrate Kubernetes Secrets with 1Password.
Score basis:Clear source · Low risk signals · Universal
Repository: claude-code
Author: anthropics · Source status: Clear source
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent",
Score basis:Clear source · High risk signals · Claude
Repository: langfuse
Author: langfuse · Source status: Clear source
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets.
Score basis:Clear source · Low risk signals · Universal