Seth
9abf9238c5
3-tier self-play: command drills, self-critique, adversarial
Tier 1 — Command drills:
Random seed prompts → generate commands → RCON validates
Teaches: accurate command syntax
Tier 2 — Single-shot self-critique:
Model invents a tricky prompt AND responds in one call
RCON validates the self-generated commands
Teaches: edge-case awareness, self-evaluation
Tier 3 — Adversarial self-play:
Session A generates challenging prompts
Fresh Session B responds cold (can't cheat)
RCON validates, self-corrects on errors
Teaches: robustness, generalization
Usage: --tier 1|2|3|all --rounds N --focus category
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>