# Deep Triage Automations

Intelligent, LLM-assisted workflows for issue refinement and prioritization.

## Scripts

| Script | Source | Purpose | Frequency |
|--------|--------|---------|-----------|
| `deep_triage.sh` | `../../scripts/deep_triage.sh` | LLM-driven issue refinement | Every 20 cycles |
| `deep_triage_prompt.md` | `../../scripts/deep_triage_prompt.md` | Prompt template for deep triage | — |
| `loop_introspect.py` | `../../scripts/loop_introspect.py` | Self-improvement analysis | Every 20 cycles |

## Deep Triage Protocol

1. **Mechanical scoring** runs first (`triage_score.py`)
2. **Introspection** analyzes trends (`loop_introspect.py`)
3. **Deep triage** consults Hermes + Timmy for refinement
4. **Queue updated** with refined, prioritized issues

## Running

```bash
# Full deep triage (includes introspection)
bash scripts/deep_triage.sh

# Introspection only
python3 scripts/loop_introspect.py
```

## Output

- `.loop/queue.json` — Updated work queue
- `.loop/retro/deep-triage.jsonl` — Deep triage history
- `.loop/retro/insights.json` — Introspection recommendations