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Commits on Jun 10, 2026

• docs(guideline): make SearchQA the first demo — copy-paste materialization snippet + train command

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• docs(guideline): novice-first restructure — Quick Start before data, honest first-demo path, own-data narrative

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• docs(readme): slim README — move install/quick-start/data/config details to the guideline page

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• docs(guideline): add PyPI install option and skill-aware reflection config rows

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• Merge branch 'docs/guideline' into feat/skill-aware-reflection

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• docs(guide): document skill-aware reflection options in the configuration guide

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• chore: ignore local experiment launcher scripts (machine-specific endpoints/identities)

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• docs(trainer): drop the stale skill-aware comments (claimed best_skill carries no appendix; it does)

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• fix(trainer): flush appendix notes on skip branches — lapse-only steps no longer drop them

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• feat(optimizer): skill-aware reflection (EmbodiSkill S_app), config-controlled and env-independent

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• feat(trainer): final-skill val + best promotion; keep best unpolluted by slow_update

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• fix(spreadsheetbench)+optimizer: fix verify-feedback bloat, drop optimizer-side truncation, soft-disable gate

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Commits on Jun 8, 2026

• docs(sleep): add PR draft (title + body) for the upstream PR

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• docs: add PUBLISHING.md — how users install the three plugins

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• docs(sleep): load-test all 3 plugin shells on a fresh (non-gbrain) example

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• chore(sleep): English-only across the engine, plugins, and docs

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• feat(plugins): ship SkillOpt-Sleep for Claude Code, Codex, and Copilot

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• refactor(sleep): decouple engine to top-level skillopt_sleep/ (zero research dep)

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• docs(sleep): real Claude<->Codex cross-validation of the new features

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• docs(sleep): document the controllable dreaming architecture

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• feat(sleep): multi-objective reward (accuracy/tokens/latency) + user preferences

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• feat(sleep): multi-rollout contrastive reflection + token/time budget

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• feat(sleep): slow-update long-term memory field (runs even with gate off)

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• feat(sleep): 3-way train/val/test split + gate_mode on|off

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• docs(sleep): complete 4/4 gbrain parity on Claude AND Codex (tool loop incl.)

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• docs(sleep): full 4/4 gbrain parity — quick-answerer 0->1.00 via real tool loop

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• chore(sleep): include quick-answerer (tool loop) in the sweep direct plan

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• feat(sleep): real tool-loop replay for gbrain quick-answerer (tool_called judge)

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• docs(sleep): full sweep — 5/5 direct + 4/4 transfer all 0->1.00

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• docs(sleep): definitive clean results — Sonnet->Haiku 3/3 seeds 0->1.00

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• feat(sleep): sweep 'direct' plan uses strong-optimizer/weak-target dual config

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• fix(sleep): retry reflect on non-JSON reply; honest report narrative

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• fix(sleep): disable global skills in claude calls (--bare --disable-slash-commands)

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• fix(sleep): isolate claude CLI calls; concrete+override-aware reflect; honor hard constraints

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• feat(sleep): marketplace manifest, install docs, final report shell, sweep flush

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