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
Repository: gemini-cli
Author: google-gemini · Source status: Clear source
An open-source AI agent that brings the power of Gemini directly into your terminal.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
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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
PaddleOCR
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
semantic-kernel
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
penpot-uiux-design
Execution risk：High
Threat tags：identity privilege abuse, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, network without allowlist
| Dimension | PaddleOCR | semantic-kernel | penpot-uiux-design |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 66 · Manual review | 68 · Manual review | 68 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, human approval gap | identity privilege abuse, 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, network without allowlist |
Permission summary | Permission review, Network, Command | Permission review, Network, Command | Permission review, Network, Secrets, Command |
Evidence completeness | 65% | 67% | 65% |
| Source & provenance | |||
Provenance | PaddlePaddle/PaddleOCR | microsoft/semantic-kernel | github/awesome-copilot/tree/main/skills/penpot-uiux-design |
Category | Agent & Tools | Automation & Workflows | Web & Automation |
Freshness | |||
| Risk & permission signals | |||
Audit signals | metadata-only | metadata-only | needs credentials |
Permission hints | repository clone | repository clone | registry access, remote metadata pull, runtime dependencies may be required |
| Install & compatibility | |||
Supported tools | Universal | Universal | Claude, Codex, Cursor, Universal |
Install method | script-backed | script-backed | registry-install |
Install friction | |||
| Community | |||
Stars | 75.5K | 27.7K | 20.6K |
Repository: lobehub
Author: lobehub · Source status: Clear source
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: MinerU
Author: opendatalab · Source status: Clear source
Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: llama_index
Author: run-llama · Source status: Clear source
LlamaIndex is the leading document agent and OCR platform
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: nx
Author: nrwl · Source status: Clear source
The Monorepo Platform that amplifies both developers and AI agents.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
2026-04-14 |
2026-04-14 |
2026-02-11 |
75 |
75 |
65 |
