{
 "routine": "impression.bootcamp",
 "version": 1,
 "direction": "impression → drill: read what the last impression actually taught, and let it write the next drill",
 "input": {
  "probes": "every imprint and coach probe, joined to the corpus row that taught it (by question hash)",
  "attribution": "learned.py rolls probes up per source → probes, recalled, mean accuracy after"
 },
 "rules": [
  "raise the weight of a source whose probes were NOT recalled; lower the weight of one that holds (0.5..3, never drop a row)",
  "if identity < 50% on an accepted imprint, the next drill is persona-dominant — the model is served but not yet mindX",
  "three runs with no positive influence is training_stalled: stop asking for more compute, change the drill",
  "never re-try a rung the ladder evidence rejected (coach_recommend enforces this)"
 ],
 "output": {
  "next_recipe": "suggest_next_params (lr, epochs, LoRA shape, persona share, seq len)",
  "adopt": "POST /hf/coach/recipe {adopt:true} — it travels to the next run",
  "corpus_weights": "data/monitoring/learned_sources.json"
 },
 "evidence_now": {
  "lineage": "37 attempts after generation 39: 30 proof_rejected (41, 46-74), 6 train_failed (40, 42-45, 75), none accepted",
  "reading": "the drill, not the compute, is what has to change"
 }
}