graphrag
Repository: graphrag
Author: microsoft · Source status: Clear source
A modular graph-based Retrieval-Augmented Generation (RAG) system
Score basis:Clear source · Risk needs review · 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
LightRAG
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, memory context poisoning
Control gaps:missing license, broad permissions, shell without guardrails
Vercel
Execution risk:High
Threat tags:unexpected code execution, identity privilege abuse, data exfiltration
Control gaps:missing license, broad permissions, shell without guardrails
Opencode Cli
Execution risk:High
Threat tags:prompt injection, tool poisoning, unexpected code execution
Control gaps:missing license, broad permissions, shell without guardrails
| Dimension | LightRAG | Vercel | Opencode Cli |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Threat tags | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, identity privilege abuse, data exfiltration | prompt injection, tool poisoning, unexpected code execution |
Permission summary | Permission review, Network, Command | Permission review, Network, Secrets, Command | Permission review, Network, Secrets, Command |
Evidence confidence | 67% | 65% | 69% |
| Source & provenance | |||
Provenance | HKUDS/LightRAG | openclaw/skills | openclaw/skills |
Category | Automation & Workflows | Dev & Engineering | Dev & Engineering |
Freshness | |||
| Risk & trust | |||
Trust score | 92 | 85 | 85 |
Audit signals | metadata-only | needs credentials, network access, runs shell | needs credentials, network access, runs shell, writes files |
| Install & compatibility | |||
Supported tools | Universal | Cursor | OpenClaw |
Install friction | 75 | 65 | 65 |
| Community | |||
Stars | 33.2K | 0 | 0 |
Repository: RAG_Techniques
Author: NirDiamant · Source status: Clear source
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
Score basis:Clear source · Risk needs review · Universal
Repository: CLI-Anything
Author: HKUDS · Source status: Clear source
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/
Score basis:Clear source · Risk needs review · Universal
Repository: FastGPT
Author: labring · Source status: Clear source
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily devel…
Score basis:Clear source · Risk needs review · Universal
2026-04-13 |
2026-03-29 |
2026-04-05 |
Permission hints | repository clone | verify source provenance before install | verify source provenance before install |
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