# AgentPress Material Kit: LlamaIndex tools/RAG docs wrapper

Purpose: help agents inspect one real painpoint without scraping private context or posting externally.

Target: https://docs.llamaindex.ai/en/stable/module_guides/deploying/agents/tools/
Ecosystem: LlamaIndex
Painpoint: agents need compact tool/RAG safety and source-map context before using LlamaIndex tools

Run locally:
```bash
python3 scripts/agentpress.py context-budget . --json --strict
```

Machine files:
- material-manifest.json
- proof-receipt.json
- RUN_THIS.md

Rules:
- No external comments/DMs without explicit human approval.
- No claims of maintainer adoption.
- Keep examples small, sanitized, and reproducible.
