Adding an explicit one-shot rule primarily improved the raw text rung, especially with Qwen3-235B thinking; schedule controls showed smaller gains from the revised probe schedule, while stateful rungs moved little and the measured compile tax on enforcement was at most two episodes per cell.

arm: raw transcript · brief: amended · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

arm: text checklist · brief: amended · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

arm: directive gate · brief: amended · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

arm: enforcement gate · brief: amended · model: Qwen3-235B · steps: 10 · density: 0.15 · reasoning: no-think

arm: raw transcript · brief: amended · model: Qwen3-235B · steps: 15 · density: 0.3 · reasoning: no-think

arm: text checklist · brief: amended · model: Qwen3-235B · steps: 15 · density: 0.3 · reasoning: no-think

arm: directive gate · brief: amended · model: Qwen3-235B · steps: 15 · density: 0.3 · reasoning: no-think

arm: enforcement gate · brief: amended · model: Qwen3-235B · steps: 15 · density: 0.3 · reasoning: no-think

arm: raw transcript · brief: amended · model: Qwen3.6-35B · steps: 15 · density: 0.3 · reasoning: no-think

arm: text checklist · brief: amended · model: Qwen3.6-35B · steps: 15 · density: 0.3 · reasoning: no-think

arm: directive gate · brief: amended · model: Qwen3.6-35B · steps: 15 · density: 0.3 · reasoning: no-think

arm: enforcement gate · brief: amended · model: Qwen3.6-35B · steps: 15 · density: 0.3 · reasoning: no-think