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feat(domain): 0.11.0 — unify skill-train under /domain; retire skillopt + skillopt-hook#422

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dancinlife merged 1 commit into
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feat/domain-train
Jun 6, 2026
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feat(domain): 0.11.0 — unify skill-train under /domain; retire skillopt + skillopt-hook#422
dancinlife merged 1 commit into
mainfrom
feat/domain-train

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Fold the skill-document optimizer into the domain plugin as native ML
subverbs, dropping the pip + separate-plugin dependency.

  • /domain doctor · train [--bg] · consume · activate/deactivate · status/log
  • bin/_domain_ml.py: ~120-line pip-free SkillOpt loop (rollout → reflect →
    edit → held-out gate) backed by claude -p (subscription, not metered)
  • bin/_domain_ml.sh: ML subverb dispatcher; domain.md routes ML verbs here,
    all existing domain verbs stay on _domain.hexa unchanged
  • examples/toyqa: 6+5 format-sensitive QA proving the loop end-to-end, no pip
  • HARD INVARIANT: only a SEPARATE skill.md is optimized — the domain's own
    DOMAIN.md / verdicts / log are never auto-edited (B-separation)
  • retire commands/skillopt (0.5.0) + hooks/skillopt-hook (0.1.0): dirs removed,
    marketplace entries deleted; all capability absorbed into /domain
  • g22 lockstep: plugin 0.11.0 ↔ marketplace 0.11.0 + CHANGELOG, same commit

Co-Authored-By: Claude Opus 4.8 (1M context) noreply@anthropic.com

…pt + skillopt-hook

Fold the skill-document optimizer into the domain plugin as native ML
subverbs, dropping the pip + separate-plugin dependency.

- /domain doctor · train [--bg] · consume · activate/deactivate · status/log
- bin/_domain_ml.py: ~120-line pip-free SkillOpt loop (rollout → reflect →
  edit → held-out gate) backed by `claude -p` (subscription, not metered)
- bin/_domain_ml.sh: ML subverb dispatcher; domain.md routes ML verbs here,
  all existing domain verbs stay on _domain.hexa unchanged
- examples/toyqa: 6+5 format-sensitive QA proving the loop end-to-end, no pip
- HARD INVARIANT: only a SEPARATE skill.md is optimized — the domain's own
  DOMAIN.md / verdicts / log are never auto-edited (B-separation)
- retire commands/skillopt (0.5.0) + hooks/skillopt-hook (0.1.0): dirs removed,
  marketplace entries deleted; all capability absorbed into /domain
- g22 lockstep: plugin 0.11.0 ↔ marketplace 0.11.0 + CHANGELOG, same commit

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@dancinlife dancinlife merged commit 8cd3ee2 into main Jun 6, 2026
@dancinlife dancinlife deleted the feat/domain-train branch June 6, 2026 21:17
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