Individual skill
openspg-guide
Ant Group knowledge graph engine with SPG and KAG framework
skills/tools/knowledge-graph/openspg-guide/SKILL.md
Source commit bf44b3cd617fa94c8a1b254c5d1987142ca3d631
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 5, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 311
- Repository last updated
- Jun 19, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
Read excerpt
# OpenSPG Knowledge Graph Guide
## Overview
OpenSPG is Ant Group's open-source knowledge graph engine based on the Semantic-enhanced Programmable Graph (SPG) framework. It combines property graphs with semantic reasoning, enabling knowledge extraction, representation, reasoning, and question answering. The KAG (Knowledge Augmented Generation) module integrates with LLMs for RAG over knowledge graphs. Suited for building domain-specific knowledge bases for research.
## Installation
```bash
# Docker deployment
git clone https://github.com/OpenSPG/openspg.git
cd openspg
docker-compose up -d