LICENSE
README.md
pyproject.toml
src/autoresearch_rl/__init__.py
src/autoresearch_rl/checkpoint.py
src/autoresearch_rl/cli.py
src/autoresearch_rl/config.py
src/autoresearch_rl/config_validate.py
src/autoresearch_rl/data.py
src/autoresearch_rl/forecasting.py
src/autoresearch_rl/mdp.py
src/autoresearch_rl/promotion.py
src/autoresearch_rl/tracking.py
src/autoresearch_rl/trajectory.py
src/autoresearch_rl.egg-info/PKG-INFO
src/autoresearch_rl.egg-info/SOURCES.txt
src/autoresearch_rl.egg-info/dependency_links.txt
src/autoresearch_rl.egg-info/entry_points.txt
src/autoresearch_rl.egg-info/requires.txt
src/autoresearch_rl.egg-info/top_level.txt
src/autoresearch_rl/controller/__init__.py
src/autoresearch_rl/controller/continuous.py
src/autoresearch_rl/controller/contract.py
src/autoresearch_rl/controller/cost.py
src/autoresearch_rl/controller/diff_executor.py
src/autoresearch_rl/controller/engine.py
src/autoresearch_rl/controller/executor.py
src/autoresearch_rl/controller/helpers.py
src/autoresearch_rl/controller/intra_iteration.py
src/autoresearch_rl/controller/loop.py
src/autoresearch_rl/controller/one_shot.py
src/autoresearch_rl/controller/parallel_engine.py
src/autoresearch_rl/controller/resource_pool.py
src/autoresearch_rl/controller/shutdown.py
src/autoresearch_rl/controller/types.py
src/autoresearch_rl/distillation/__init__.py
src/autoresearch_rl/distillation/sdft.py
src/autoresearch_rl/distillation/sink.py
src/autoresearch_rl/distillation/trainer.py
src/autoresearch_rl/eval/judge.py
src/autoresearch_rl/eval/metrics.py
src/autoresearch_rl/eval/scoring.py
src/autoresearch_rl/policy/_prompt_fragments.py
src/autoresearch_rl/policy/baselines.py
src/autoresearch_rl/policy/gae.py
src/autoresearch_rl/policy/hybrid.py
src/autoresearch_rl/policy/interface.py
src/autoresearch_rl/policy/learned.py
src/autoresearch_rl/policy/learned_search.py
src/autoresearch_rl/policy/llm_context.py
src/autoresearch_rl/policy/llm_diff.py
src/autoresearch_rl/policy/llm_ensemble.py
src/autoresearch_rl/policy/llm_search.py
src/autoresearch_rl/policy/ppo.py
src/autoresearch_rl/policy/sdpo.py
src/autoresearch_rl/policy/search.py
src/autoresearch_rl/sandbox/ast_policy.py
src/autoresearch_rl/sandbox/diff_utils.py
src/autoresearch_rl/sandbox/runner.py
src/autoresearch_rl/sandbox/validator.py
src/autoresearch_rl/target/__init__.py
src/autoresearch_rl/target/basilica.py
src/autoresearch_rl/target/command.py
src/autoresearch_rl/target/http.py
src/autoresearch_rl/target/interface.py
src/autoresearch_rl/target/progress.py
src/autoresearch_rl/target/progress_reader.py
src/autoresearch_rl/target/registry.py
src/autoresearch_rl/telemetry/aggregation.py
src/autoresearch_rl/telemetry/comparability.py
src/autoresearch_rl/telemetry/distill.py
src/autoresearch_rl/telemetry/events.py
src/autoresearch_rl/telemetry/ledger.py
src/autoresearch_rl/telemetry/manifest.py
src/autoresearch_rl/telemetry/rotation.py
src/autoresearch_rl/telemetry/run.py
src/autoresearch_rl/telemetry/timeline.py
tests/test_aggregation.py
tests/test_ast_policy.py
tests/test_basilica_integration.py
tests/test_basilica_unit.py
tests/test_checkpoint.py
tests/test_cli.py
tests/test_cli_agent.py
tests/test_cli_init.py
tests/test_cli_resume.py
tests/test_command_progress.py
tests/test_comparability.py
tests/test_config_validate.py
tests/test_contract.py
tests/test_cost_guardrails.py
tests/test_data_ingestion.py
tests/test_diff_executor.py
tests/test_distillation_sink.py
tests/test_distillation_trainer.py
tests/test_engine_cancel.py
tests/test_examples_smoke.py
tests/test_forecasting.py
tests/test_gae.py
tests/test_hybrid.py
tests/test_intra_iteration.py
tests/test_learned_search.py
tests/test_ledger.py
tests/test_llm_context.py
tests/test_llm_diff.py
tests/test_llm_ensemble.py
tests/test_llm_search.py
tests/test_loop_autonomy.py
tests/test_loop_comparability.py
tests/test_manifest.py
tests/test_mdp.py
tests/test_metrics.py
tests/test_multiturn_llm.py
tests/test_parallel_engine.py
tests/test_policy_baselines.py
tests/test_policy_snapshots.py
tests/test_ppo.py
tests/test_progress.py
tests/test_promotion.py
tests/test_prompt_fragments.py
tests/test_propose_batch.py
tests/test_required_calls.py
tests/test_resource_pool.py
tests/test_runner.py
tests/test_runner_forecast.py
tests/test_scaffold.py
tests/test_sdft.py
tests/test_sdpo.py
tests/test_showcase_determinism.py
tests/test_shutdown.py
tests/test_telemetry_rotation.py
tests/test_timeline.py
tests/test_tracking.py
tests/test_trajectory.py