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research noteexperiment writeup candidatescore 24

Mapping System Update - Quick Summary

| Aspect | Before | After | Change | |--------|--------|-------|--------| | **Total Commands** | ~60 | 450 | +650% | | **Deck 1 Commands** | ~30 | 227 | +657% | | **Deck 2 Commands** | ~30 | 223 | +643% | | **Categories** | 8 | 10 | +2 | | **Voice Synonyms** | ~150 | ~600 | +300% |

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### 1. Converted JSON Mappings to YAML - **Source:** `Mapping/json/decks12_full_mappings.json` - **Output:** `Mapping/commands_full.yaml` - **Result:** 450 commands with full metadata ### 2. Replaced Commands Catalog - **Backed up:** `commands.yaml` → `commands.yaml.backup` - **Updated:** `commands.yaml` with 450 comprehensive commands - **Coverage:** 227 Deck 1 + 223 Deck 2 commands ### 3. Updated Gemini System Instructions - **File 1:** `gemini_listener.py` (original) - **File 2:** `gemini_listener_enhanced.py` (Tier 1 optimizations) - **Added:** Comprehensive command examples across 10+ categories ### 4. Created Tools & Documentation - **Converter:** `Mapping/convert_json_to_yaml.py` - **Guide:** `MAPPING_UPDATE_GUIDE.md` (full documentation) - **Summary:** This file | Aspect | Before | After | Change | |--------|--------|-------|--------| | **Total Commands** | ~60 | 450 | +650% | | **Deck 1 Commands** | ~30 | 227 | +657% | | **Deck 2 Commands** | ~30 | 223 | +643% | | **Categories** | 8 | 10 | +2 | | **Voice Synonyms** | ~150 | ~600 | +300% |

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