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
vertex-ai-samples
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
App Connectors
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
Aliyun Opensearch Search
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | vertex-ai-samples | App Connectors | Aliyun Opensearch Search |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Audit grade | C · Review first | C · Review first | D · Limited evidence |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, identity privilege abuse, data exfiltration |
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, Secrets, Command | Permission review, Network, Secrets, Command |
Evidence confidence | 65% | 65% | 69% |
| Source & provenance | |||
Provenance | GoogleCloudPlatform/vertex-ai-samples | openclaw/skills | openclaw/skills |
Category | Automation & Workflows | Integrations & Connectors | Knowledge & RAG |
Freshness | |||
| Risk & trust | |||
Trust score | 92 | 85 | 85 |
Audit signals | metadata-only | needs credentials, network access, runs shell | network access, runs shell, writes files |
| Install & compatibility | |||
Supported tools | Universal | Universal | Claude, Codex |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 697 | 0 | 0 |
Repository: claude-code-router
Author: musistudio · Source status: Clear source
Use Claude Code as the foundation for coding infrastructure, allowing you to decide how to interact with the model while enjoying updates from Anthropic.
Score basis：Clear source · Risk needs review · Universal
Repository: llm-course
Author: mlabonne · Source status: Clear source
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Score basis：Clear source · Risk needs review · Universal
Repository: context7
Author: upstash · Source status: Clear source
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
Score basis：Clear source · Risk needs review · Universal
Repository: claude-cookbooks
Author: anthropics · Source status: Clear source
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Score basis：Clear source · Risk needs review · Universal
Repository: langextract
Author: google · Source status: Clear source
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
Score basis：Clear source · Risk needs review · Universal
2026-04-14 |
2026-03-31 |
2026-04-02 |
Permission hints |
|---|
repository clone |
verify source provenance before install |
verify source provenance before install |
75 |
65 |
50 |
