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: ragflow
Author: infiniflow · Source status: Clear source
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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
cryptocurrency.cv
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
Deepl
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
graphrag
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | cryptocurrency.cv | Deepl | graphrag |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 87 · Manual review | 82 · 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, identity privilege abuse, data exfiltration | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, data exfiltration, memory context poisoning |
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, Secrets, Command | Permission review, Network, Secrets, Command | Permission review, Network, Command |
Evidence completeness | 69% | 67% | 67% |
| Source & provenance | |||
Provenance | nirholas/cryptocurrency.cv | openclaw/skills | microsoft/graphrag |
Category | Agent & Tools | Integrations & Connectors | Automation & Workflows |
Freshness | |||
| Risk & permission signals | |||
Audit signals | metadata-only | needs credentials, network access, runs shell, writes files | metadata-only |
Permission hints | repository clone | verify source provenance before install | repository clone |
| Install & compatibility | |||
Supported tools | Universal | Universal | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 145 | 0 | 32.2K |
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: goose
Author: aaif-goose · Source status: Clear source
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: 1Panel
Author: 1Panel-dev · Source status: Clear source
🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: firecrawl
Author: firecrawl · Source status: Clear source
🔥 The Web Data API for AI - Power AI agents with clean web data
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
2026-04-13 |
2026-03-11 |
2026-04-14 |
75 |
65 |
75 |
