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Add 12 scoring & environment improvements with full test coverage
- LLM judge integration via OpenRouter with config toggle and deterministic fallback - Communication bonus scoring (action diversity, responsiveness, substantiveness) - Per-domain scoring weight profiles (math, ML, finance) - Adaptive reward shaping (later rounds carry heavier penalties) - Richer fidelity matching with bigram overlap and substring fuzzy matching - Cross-dimension feasibility tradeoffs in Lab Manager policy - Mid-episode judge feedback hints at negotiation midpoint - Scenario consistency validation (budget, equipment, reagent checks) - Cached substitution index per episode in environment - Docker HEALTHCHECK directive for container orchestration - .dockerignore security hardening for .env files - Fix circular import in judge_policy via lazy import - 25 new tests (integration + LLM judge mock tests), 514 total passing Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>2b98daa
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Add MOD 08 schema tests, V2 training stack, and close MOD 08/JDG 07/API 01/OBS 02
- MOD 08: 70 comprehensive unit tests for all Pydantic models (Kian lane 100% done) - V2 training: GRPO, SFT, evaluation, metrics, plots, CLI, corpus, datasets modules - TRN 01/02/14: Notebook skeleton, install cell, model selection - JDG 07/API 01/OBS 02: Verified and closed in trackers (already implemented) - 409 tests pass, 92/152 tasks complete (60.53%)685783a -
Recover env judge training stack and sync project tracking
13ae015 -
Recover env server client stack and deployment tracking
8b157ab -
Add AGT 04/05/07 implementations, server integration, and doc updates
- AGT 04: build_baseline_scientist_action with domain inference - AGT 05: check_feasibility with per-dimension checks - AGT 07: compose_lab_manager_response with action type selection - Server: real Lab Manager pipeline replaces hardcoded stub responses - Tests: AGT 04/05/07 test coverage - Docs: task completion tracking and model selection notes Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>7c2246c -
Import and normalize Max backend scaffold with validated partial status
f6bf5ca -
Rename owner docs to kian max kush and update mappings
038da92