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llmiotsafe/EGPv3_1/README.md
2026-05-12 17:01:39 +08:00

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# EGPv3
EGPv3 is a debate-then-judge extension of EGP for SafeHome anomaly analysis.
- It does **not** expose `SQ1-SQ5` labels to the model.
- It replaces the serial veto chain with:
- a neutral `Extractor`
- a recall-oriented `Prosecutor`
- a precision-oriented `Defender`
- a final `Judge`
- The Judge sees the same raw focused evidence as both sides, reducing information decay.
## Files
- `api_client.py`: OpenAI-compatible API client, optional API key, supports `--thinking` / `--no-thinking`
- `benchmark.py`: episode collection and resume helpers
- `signals.py`: deterministic chunking and structured signal extraction
- `prompts.py`: extractor / prosecutor / defender / judge prompts
- `pipeline.py`: debate orchestration
- `run_egpv3.py`: CLI runner
## Quick test
```bash
python EGPv3/run_egpv3.py --preview-only --max-episodes 1 --output-dir results/egpv3_preview
```
`preview-only` only materializes prompts and traces. It does not call a model, so `UNPARSEABLE` in the preview summary is expected.