Tool-calling training: 1,159 multi-turn examples with error correction
Tool schemas (agent/tools/tool_schemas.py):
- rcon.execute: execute commands, get success/error results
- minecraft.wiki_lookup: look up syntax and item info
- world.player_info: player health, position, inventory
- world.server_state: time, weather, online players
- 10 RCON error patterns with corrections
- 12 common error scenarios for training
Training data generator (training/scripts/generate_tool_training.py):
- Converts seed dataset to multi-turn tool conversations
- Error correction: model tries wrong command → gets error → self-corrects
- Wiki/player/server lookups for uncertainty scenarios
- Qwen3 native tool-calling format with <tool_call> tags
1,159 examples: 1043 success, 79 error correction, 24 error scenarios,
13 tool lookups. Ready for v4 training.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Seth
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