Team
c0d14c6ac1
- Add new skills: deep-dive, docs-rag, meta-creator, ppt-maker, sdlc - Add agent configs: g-assistent, meta-creator, sdlc with prompt files - Add reference docs for custom agents and skills specification - Add utility scripts: install-agents.sh, orchestrate.py, puml2svg.sh - Update README and commit-message skill config - Remove deprecated skills: codereview, python, testing, typescript - Add .gitignore
docs-rag
Retrieval-augmented generation over a local docs/ directory of 3GPP Release 19 specifications.
Architecture
Workflow
When to Use
- Questions about 3GPP specs, Release 19 features, mission critical services, ambient IoT, ISAC, UAV/drone support, network sharing, SNPN interconnect, traffic steering/split
- Rebuilding or refreshing the document index after adding new files
How It Works
- Reads
data/index.json(spec number, title, keywords, summary, file path) - Matches the query against
keywordsandsummaryfields - Answers from the summary if sufficient; reads the actual file for deeper detail
- Always cites the spec number and version in the answer
Indexed Documents
| Spec | Title |
|---|---|
| TS 22.280 | Mission Critical Services Common Requirements |
| TS 22.369 | Service Requirements for Ambient IoT |
| TR 22.837 | Integrated Sensing and Communication (ISAC) |
| TR 22.840 | Study on Ambient Power-enabled IoT |
| TR 22.841 | Traffic Steer/Switch/Split over Dual 3GPP Access |
| TR 22.843 | UAV Phase 3 |
| TR 22.848 | Interconnect of SNPN |
| TR 22.851 | Network Sharing Feasibility Study |
Maintaining the Index
# Full rebuild
python scripts/build_index.py
# Incremental update (skips unchanged files)
python scripts/build_index.py --update
File Structure
skills/docs-rag/
├── SKILL.md
├── README.md # this file
├── assets/
│ ├── workflow.puml
│ └── docs-rag-workflow.svg
├── data/
│ └── index.json # document index
└── evals/
└── evals.json
Evals
python scripts/run_evals.py docs-rag