LICENSE
README.md
pyproject.toml
src/agent_evolve/__init__.py
src/agent_evolve/agentic.py
src/agent_evolve/api.py
src/agent_evolve/bootstrap.py
src/agent_evolve/campaign_presets.py
src/agent_evolve/campaign_profiles.py
src/agent_evolve/campaign_variation_topology.py
src/agent_evolve/campaign_workload.py
src/agent_evolve/cli.py
src/agent_evolve/contract.py
src/agent_evolve/driver.py
src/agent_evolve/proposal_mode.py
src/agent_evolve/provider_accounting.py
src/agent_evolve/py.typed
src/agent_evolve/reference_method.py
src/agent_evolve/settings.py
src/agent_evolve/workload_kit.py
src/agent_evolve/workload_prompt.py
src/agent_evolve/application/__init__.py
src/agent_evolve/application/action_allocation.py
src/agent_evolve/application/action_allocation_frame.py
src/agent_evolve/application/action_allocation_frame_commit.py
src/agent_evolve/application/action_allocation_frame_commit_v3.py
src/agent_evolve/application/action_allocation_frame_v3.py
src/agent_evolve/application/action_archive_value.py
src/agent_evolve/application/action_evidence_consistency.py
src/agent_evolve/application/action_forecast_partitioning.py
src/agent_evolve/application/action_metric_projection.py
src/agent_evolve/application/action_role_value.py
src/agent_evolve/application/action_score_authorities.py
src/agent_evolve/application/action_structural_signature.py
src/agent_evolve/application/action_target_realization.py
src/agent_evolve/application/agentic_evolution.py
src/agent_evolve/application/agentic_portfolio_residual_expert.py
src/agent_evolve/application/anchor_residual_identification.py
src/agent_evolve/application/archive_conditioned_action_target.py
src/agent_evolve/application/artifact_journal.py
src/agent_evolve/application/artifact_replay.py
src/agent_evolve/application/budgeted_optimizer.py
src/agent_evolve/application/calibrated_campaign.py
src/agent_evolve/application/calibrated_current_prefix_forecast_opportunity.py
src/agent_evolve/application/calibrated_positive_gain_opportunity.py
src/agent_evolve/application/campaign_capacity_recourse.py
src/agent_evolve/application/campaign_contextual_outcomes.py
src/agent_evolve/application/campaign_diagnostic_blocks.py
src/agent_evolve/application/campaign_evidence_registry.py
src/agent_evolve/application/campaign_execution.py
src/agent_evolve/application/campaign_generation_audit.py
src/agent_evolve/application/campaign_learning.py
src/agent_evolve/application/campaign_learning_runtime.py
src/agent_evolve/application/campaign_search_phase.py
src/agent_evolve/application/campaign_selector_context_extension.py
src/agent_evolve/application/campaign_variation_envelope.py
src/agent_evolve/application/campaign_variation_trace.py
src/agent_evolve/application/candidate_archive_consequence.py
src/agent_evolve/application/causal_opportunity_portfolio_gate.py
src/agent_evolve/application/composite_outcome_updater.py
src/agent_evolve/application/composition_portfolio_selection.py
src/agent_evolve/application/concurrent_stage.py
src/agent_evolve/application/contextual_action_allocation.py
src/agent_evolve/application/contextual_campaign_outcomes.py
src/agent_evolve/application/contextual_campaign_planning.py
src/agent_evolve/application/contextual_delayed_credit.py
src/agent_evolve/application/contextual_search_controller.py
src/agent_evolve/application/current_prefix_forecast_opportunity.py
src/agent_evolve/application/decision_metric_projection.py
src/agent_evolve/application/derived_action_semantics.py
src/agent_evolve/application/detailed_evaluation.py
src/agent_evolve/application/earned_lineage.py
src/agent_evolve/application/effective_choice_audit.py
src/agent_evolve/application/empirical_consequence_calibration.py
src/agent_evolve/application/evaluation_accounting.py
src/agent_evolve/application/evaluation_cache.py
src/agent_evolve/application/evaluation_escrow.py
src/agent_evolve/application/evaluation_recourse.py
src/agent_evolve/application/event_recorder.py
src/agent_evolve/application/evolution_campaign.py
src/agent_evolve/application/executable_hypothesis.py
src/agent_evolve/application/factorial_branch_pilot.py
src/agent_evolve/application/finite_acquisition_capacity_recourse.py
src/agent_evolve/application/finite_acquisition_residual_expert.py
src/agent_evolve/application/finite_acquisition_variation_envelope.py
src/agent_evolve/application/finite_action_hypothesis_semantics.py
src/agent_evolve/application/finite_action_selection.py
src/agent_evolve/application/finite_action_set.py
src/agent_evolve/application/finite_action_transition.py
src/agent_evolve/application/finite_variation_eligibility.py
src/agent_evolve/application/forecast_geometry_portfolio.py
src/agent_evolve/application/forecast_opportunity_shadow_calibration.py
src/agent_evolve/application/front_proximity_admission.py
src/agent_evolve/application/front_proximity_parent_basis.py
src/agent_evolve/application/frozen_hurdle_score.py
src/agent_evolve/application/g3_causal_screen.py
src/agent_evolve/application/g3_causal_validation.py
src/agent_evolve/application/g3_postseal_curation.py
src/agent_evolve/application/gated_agentic_generator.py
src/agent_evolve/application/generation_feedback.py
src/agent_evolve/application/generative_proposal_journal.py
src/agent_evolve/application/geometry_conditional_elasticity.py
src/agent_evolve/application/global_wave_action_allocation.py
src/agent_evolve/application/head_mass_conditional_seat.py
src/agent_evolve/application/identifiable_reflection_evidence.py
src/agent_evolve/application/identifiable_reflection_learning.py
src/agent_evolve/application/identifiable_reflection_request.py
src/agent_evolve/application/in_memory_residual_archive.py
src/agent_evolve/application/insight_memory.py
src/agent_evolve/application/live_runtime_manifest.py
src/agent_evolve/application/llm_task_queue.py
src/agent_evolve/application/matched_finite_action_block.py
src/agent_evolve/application/materialized_action_broker.py
src/agent_evolve/application/materialized_action_constraints.py
src/agent_evolve/application/materialized_variation.py
src/agent_evolve/application/multi_option_evolution.py
src/agent_evolve/application/outcome_adaptive_action_racing.py
src/agent_evolve/application/outcome_adaptive_residual_campaign_runtime.py
src/agent_evolve/application/outcome_adaptive_residual_portfolio_evolution.py
src/agent_evolve/application/outcome_conditioned_portfolio_selection.py
src/agent_evolve/application/outcome_relation.py
src/agent_evolve/application/paired_allocation_comparison.py
src/agent_evolve/application/paired_block_schedule.py
src/agent_evolve/application/parent_measurement.py
src/agent_evolve/application/pareto_archive.py
src/agent_evolve/application/portfolio_campaign_runtime.py
src/agent_evolve/application/portfolio_evolution.py
src/agent_evolve/application/portfolio_hypothesis_observations.py
src/agent_evolve/application/portfolio_memory_attribution.py
src/agent_evolve/application/portfolio_memory_dose.py
src/agent_evolve/application/portfolio_memory_matched_control.py
src/agent_evolve/application/portfolio_memory_transfer.py
src/agent_evolve/application/portfolio_optimization_memory.py
src/agent_evolve/application/portfolio_outcome_feedback.py
src/agent_evolve/application/portfolio_projection.py
src/agent_evolve/application/portfolio_recombination.py
src/agent_evolve/application/post_evolution_reflection.py
src/agent_evolve/application/postcommit_rank_authority.py
src/agent_evolve/application/precommitted_portfolio_racing.py
src/agent_evolve/application/prequential_archive_opportunity_calibration.py
src/agent_evolve/application/prequential_residual_exploration.py
src/agent_evolve/application/prequential_score_portfolio.py
src/agent_evolve/application/projections.py
src/agent_evolve/application/protected_action_committee.py
src/agent_evolve/application/protected_branch_pilot.py
src/agent_evolve/application/protected_current_prefix_forecast_opportunity.py
src/agent_evolve/application/provider_replay.py
src/agent_evolve/application/rank_balanced_causal_pilot.py
src/agent_evolve/application/recombination_residual_expert.py
src/agent_evolve/application/reflection_workflow.py
src/agent_evolve/application/region_conditional_credit.py
src/agent_evolve/application/residual_campaign_runtime.py
src/agent_evolve/application/residual_headroom_campaign_runtime.py
src/agent_evolve/application/residual_headroom_ledger.py
src/agent_evolve/application/residual_learning_transaction.py
src/agent_evolve/application/residual_portfolio_evolution.py
src/agent_evolve/application/residual_reachability.py
src/agent_evolve/application/residual_stage_credit.py
src/agent_evolve/application/same_prefix_paired_audit.py
src/agent_evolve/application/semantic_coverage_score_portfolio.py
src/agent_evolve/application/sequential_lineage_allocation.py
src/agent_evolve/application/sequential_market_replay.py
src/agent_evolve/application/sequential_residual_campaign_runtime.py
src/agent_evolve/application/sequential_residual_portfolio_evolution.py
src/agent_evolve/application/single_score_action_allocation.py
src/agent_evolve/application/source_exposure_allocation.py
src/agent_evolve/application/staged_memory.py
src/agent_evolve/application/stratified_cold_start_allocation.py
src/agent_evolve/application/support_guarded_hurdle_score.py
src/agent_evolve/application/target_conditioned_action_forecast.py
src/agent_evolve/application/target_conditioned_campaign.py
src/agent_evolve/application/treatment_assignment.py
src/agent_evolve/application/trusted_objective_evidence.py
src/agent_evolve/application/two_stage_action_evolution.py
src/agent_evolve/application/v8lite_allocation_policy.py
src/agent_evolve/application/v9_candidate_policy.py
src/agent_evolve/core/__init__.py
src/agent_evolve/core/action_semantics.py
src/agent_evolve/core/authored.py
src/agent_evolve/core/formatting.py
src/agent_evolve/core/optimization_semantics.py
src/agent_evolve/core/problem.py
src/agent_evolve/core/results.py
src/agent_evolve/core/stats.py
src/agent_evolve/core/telemetry.py
src/agent_evolve/domain/__init__.py
src/agent_evolve/domain/artifact.py
src/agent_evolve/domain/durable_text.py
src/agent_evolve/domain/event.py
src/agent_evolve/domain/finite_action_set.py
src/agent_evolve/domain/finite_variation.py
src/agent_evolve/domain/generative_emission.py
src/agent_evolve/domain/ids.py
src/agent_evolve/domain/inline_text.py
src/agent_evolve/domain/insight.py
src/agent_evolve/domain/lineage.py
src/agent_evolve/domain/llm_task_queue.py
src/agent_evolve/domain/outcome.py
src/agent_evolve/domain/patch.py
src/agent_evolve/domain/typed_json.py
src/agent_evolve/domain/variation_space.py
src/agent_evolve/harness/__init__.py
src/agent_evolve/harness/base.py
src/agent_evolve/harness/directives.py
src/agent_evolve/harness/generative_seal.py
src/agent_evolve/harness/registry.py
src/agent_evolve/infrastructure/__init__.py
src/agent_evolve/infrastructure/asyncio_runtime.py
src/agent_evolve/infrastructure/authored_runtime.py
src/agent_evolve/infrastructure/authored_worker.py
src/agent_evolve/infrastructure/clock.py
src/agent_evolve/infrastructure/exception_provenance.py
src/agent_evolve/infrastructure/ids.py
src/agent_evolve/infrastructure/lineage_codec.py
src/agent_evolve/infrastructure/outcome_adaptive_phase_journal.py
src/agent_evolve/infrastructure/residual_headroom_journal.py
src/agent_evolve/infrastructure/resource_lease.py
src/agent_evolve/infrastructure/sequential_phase_journal.py
src/agent_evolve/infrastructure/stream_liveness.py
src/agent_evolve/infrastructure/subprocess_boundary.py
src/agent_evolve/infrastructure/artifacts/__init__.py
src/agent_evolve/infrastructure/artifacts/_verification.py
src/agent_evolve/infrastructure/artifacts/filesystem.py
src/agent_evolve/infrastructure/artifacts/in_memory.py
src/agent_evolve/infrastructure/events/__init__.py
src/agent_evolve/infrastructure/events/_validation.py
src/agent_evolve/infrastructure/events/in_memory.py
src/agent_evolve/infrastructure/events/jsonl.py
src/agent_evolve/infrastructure/sanitization/__init__.py
src/agent_evolve/infrastructure/sanitization/strict_json.py
src/agent_evolve/integrations/__init__.py
src/agent_evolve/integrations/completion.py
src/agent_evolve/integrations/pymoo_adapter.py
src/agent_evolve/integrations/botorch/__init__.py
src/agent_evolve/integrations/botorch/finite_qlognehvi.py
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src/agent_evolve/integrations/pydantic_ai/__init__.py
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src/agent_evolve/policies/__init__.py
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