1,542 seed + 1,159 tool-calling examples, async processing, validator tracking
New knowledge baked in:
- Enchantments (60): all 1.21 enchants, mutual exclusions, max levels, component syntax
- WorldEdit (45): //set, //replace, //sphere, //stack, selection, brushes
- Paper server (55): gamerules, permissions, plugins, scoreboard, moderation
- Cosmetics/XP (42): title, tellraw, playsound, particle, xp, effect mechanics
- Quantity boundaries (32): item tier caps, greedy→stingy, humble→generous
Training infrastructure:
- train_lora.py updated for multi-turn tool conversations + seed data
- Async prayer/sudo processing (ThreadPoolExecutor, 3 workers)
- Validator hit-rate tracking to /var/log/mc_validator_stats.json
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Seth
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