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Andrew Park
f3d9705961
Tools: - Bridge 4 more real OpenJarvis tools into the orchestrator catalog (think, apply_patch, pdf_extract, db_query); catalog is now 6 models + 11 basic tools. - Fix the dispatch path so confirmation-gated tools actually run: the ToolExecutor was built with no confirm callback, so shell_exec (and any requires_confirmation tool) returned a "requires confirmation" error instead of executing -- which silently broke TerminalBench. Headless eval/rollouts now auto-approve. - Drop dead-end candidates: git_* (need the unbuilt openjarvis_rust extension and just duplicate shell_exec), browser_* (needs Playwright), and knowledge_search/sql/retrieval (personal-data RAG, empty on the academic benchmarks). SFT data pipeline: - Reasoning-task loaders (GeneralThought-430K + OpenThoughts3) with an 8K cold-start set and a 30K GRPO prompt pool. - Domain-dispatched verifier (math/code checkers + Gemini judge fallback, since the OpenAI key is dead). - Rejection-sampling generator + unified <tool_call> serializer matching the GRPO rollout format; base self-sampling driver. - Drop the old paradigm/tier scaffolding (adp_loader, build, paradigms, select, serialize, tiers) replaced by the unified path. Training/eval: - SFT + GRPO configs for Qwen3.5-9B and gemma-4-12B-it. - OrchestratorBackend + eval harness over GAIA/TerminalBench/TauBench/ MMLU-Pro/SuperGPQA. - Cost-aware GRPO reward. Ignore generated data/ artifacts.