LICENSE
NOTICE
README.md
pyproject.toml
LICENSES/Apache-2.0.txt
agentdescent/__init__.py
agentdescent/admit.py
agentdescent/advantage.py
agentdescent/agent_society.py
agentdescent/agents.py
agentdescent/aggregator.py
agentdescent/allocator.py
agentdescent/async_evolve.py
agentdescent/async_runtime.py
agentdescent/backends.py
agentdescent/baselines.py
agentdescent/budget.py
agentdescent/capability_guard.py
agentdescent/chain_audit.py
agentdescent/checkpoint.py
agentdescent/cli.py
agentdescent/consolidation.py
agentdescent/curious_replay.py
agentdescent/dataloader.py
agentdescent/defaults.py
agentdescent/demo.py
agentdescent/evalcache.py
agentdescent/evaluator.py
agentdescent/evidence.py
agentdescent/evolution.py
agentdescent/evolvable.py
agentdescent/evolved_programs.py
agentdescent/evolvespec.py
agentdescent/executor.py
agentdescent/filetree.py
agentdescent/fusion.py
agentdescent/governance.py
agentdescent/harness.py
agentdescent/host_sampling.py
agentdescent/invariants.py
agentdescent/jev.py
agentdescent/joint_meta.py
agentdescent/learn_to_think.py
agentdescent/ledger.py
agentdescent/mcp.py
agentdescent/meta.py
agentdescent/meta_audit.py
agentdescent/meta_curriculum.py
agentdescent/meta_exam.py
agentdescent/meta_population.py
agentdescent/metrics.py
agentdescent/orchestrator.py
agentdescent/parallel.py
agentdescent/pipeline.py
agentdescent/policies.py
agentdescent/population.py
agentdescent/portfolio.py
agentdescent/portfolio_evolve.py
agentdescent/rationale_distill.py
agentdescent/recursive.py
agentdescent/red_team.py
agentdescent/replay.py
agentdescent/rewards.py
agentdescent/rule_tournament.py
agentdescent/runners.py
agentdescent/runstore.py
agentdescent/safety.py
agentdescent/sampling.py
agentdescent/sandbox.py
agentdescent/sandbox_container.py
agentdescent/sandbox_shared.py
agentdescent/scheduler.py
agentdescent/selection.py
agentdescent/self_improve.py
agentdescent/self_modify.py
agentdescent/self_rewarding.py
agentdescent/selfplay.py
agentdescent/skillspec.py
agentdescent/staleness.py
agentdescent/stats.py
agentdescent/strategies.py
agentdescent/supervisor.py
agentdescent/trajectory.py
agentdescent/trajectory_curriculum.py
agentdescent/trajectory_search.py
agentdescent/treestrategy.py
agentdescent/verifiable_rl.py
agentdescent/verified_seed.py
agentdescent/verifier.py
agentdescent/verifier_curriculum.py
agentdescent/workspec.py
agentdescent/world_model.py
agentdescent.egg-info/PKG-INFO
agentdescent.egg-info/SOURCES.txt
agentdescent.egg-info/dependency_links.txt
agentdescent.egg-info/entry_points.txt
agentdescent.egg-info/requires.txt
agentdescent.egg-info/top_level.txt
agentdescent/algorithms/__init__.py
agentdescent/algorithms/ace.py
agentdescent/algorithms/builtin.py
agentdescent/algorithms/dgm.py
agentdescent/algorithms/evoskill.py
agentdescent/algorithms/gepa.py
agentdescent/algorithms/skillopt.py
agentdescent/algorithms/rrsi/__init__.py
agentdescent/algorithms/rrsi/components.py
agentdescent/algorithms/rrsi/history.py
agentdescent/algorithms/rrsi/rrsi_policies.py
agentdescent/algorithms/rrsi/schedule.py
agentdescent/algorithms/rrsi/selection.py
agentdescent/audit/__init__.py
agentdescent/audit/boost.py
agentdescent/audit/calibrator.py
agentdescent/audit/coverage.py
agentdescent/audit/diagnose.py
agentdescent/audit/drift.py
agentdescent/audit/estimate.py
agentdescent/audit/gate.py
agentdescent/audit/ppi.py
agentdescent/audit/propose.py
agentdescent/audit/queue.py
agentdescent/audit/ranking.py
agentdescent/audit/records.py
agentdescent/audit/sampler.py
agentdescent/audit/scorecard.py
agentdescent/audit/service.py
agentdescent/audit/sources.py
agentdescent/audit/store.py
agentdescent/audit/tap.py
agentdescent/audit/wiring.py
agentdescent/domains/__init__.py
agentdescent/domains/router.py
agentdescent/integrations/SKILL.md
agentdescent/integrations/__init__.py
agentdescent/integrations/hooks.json
tests/test_ab_allocator.py
tests/test_ab_run.py
tests/test_ace_example.py
tests/test_adas_example.py
tests/test_advantage.py
tests/test_aflow_upstream.py
tests/test_agent_society.py
tests/test_agents.py
tests/test_aggregator.py
tests/test_algorithm_entry_points.py
tests/test_algorithms.py
tests/test_allocator.py
tests/test_api_docs.py
tests/test_api_reference.py
tests/test_apply_noop.py
tests/test_async.py
tests/test_async_early_stop.py
tests/test_async_evolve.py
tests/test_async_meta_population.py
tests/test_async_parity.py
tests/test_async_semantics.py
tests/test_audit_and_cheap_layer.py
tests/test_audit_attach.py
tests/test_audit_calibrator.py
tests/test_audit_clustering.py
tests/test_audit_coverage.py
tests/test_audit_diagnose.py
tests/test_audit_diagnose_script.py
tests/test_audit_drift.py
tests/test_audit_estimate.py
tests/test_audit_evolve_judge.py
tests/test_audit_gate.py
tests/test_audit_mutations.py
tests/test_audit_ppi.py
tests/test_audit_ppi_golden.py
tests/test_audit_ppi_mutations.py
tests/test_audit_propose.py
tests/test_audit_queue.py
tests/test_audit_ranking.py
tests/test_audit_sampler.py
tests/test_audit_scorecard.py
tests/test_audit_service.py
tests/test_audit_sparse.py
tests/test_audit_spec.py
tests/test_audit_store_durability.py
tests/test_audit_workloads.py
tests/test_audit_workloads_modes.py
tests/test_backends.py
tests/test_backward_compat.py
tests/test_baselines.py
tests/test_bench.py
tests/test_bounded_gate.py
tests/test_bring_your_own_agent.py
tests/test_budget.py
tests/test_budget_governor.py
tests/test_cached_completion.py
tests/test_call_budget.py
tests/test_candidate_methods.py
tests/test_candidate_methods_report.py
tests/test_capability_guard.py
tests/test_cas_retry.py
tests/test_chain_audit.py
tests/test_changelog_fragments.py
tests/test_checkpoint.py
tests/test_cli_help_hides_internal_run.py
tests/test_cli_init_policy_slot.py
tests/test_codex_env_vars.py
tests/test_connection_kwargs.py
tests/test_consolidation.py
tests/test_continuous_meta.py
tests/test_contracts.py
tests/test_cost_aware_selection.py
tests/test_curious_replay.py
tests/test_dataloader.py
tests/test_dataloader_cache_names.py
tests/test_dataset_to_skill.py
tests/test_demo.py
tests/test_determinism.py
tests/test_dgm_example.py
tests/test_dgm_real_objective.py
tests/test_dir_evolution.py
tests/test_docs_examples.py
tests/test_docs_links.py
tests/test_docs_workflow_concurrency.py
tests/test_doctor_hosts.py
tests/test_doctor_provider_keys.py
tests/test_dsh_forwarded_env.py
tests/test_dual_branch_promotion.py
tests/test_duration.py
tests/test_dynamic_cheatsheet.py
tests/test_early_stopping.py
tests/test_efficiency.py
tests/test_era_algotune.py
tests/test_era_example.py
tests/test_era_hyp2f1.py
tests/test_era_integrals.py
tests/test_era_srbench.py
tests/test_evalcache.py
tests/test_evaluator.py
tests/test_evidence_pool_bounds.py
tests/test_evolution.py
tests/test_evolved_programs.py
tests/test_evolvespec.py
tests/test_evoskill_example.py
tests/test_example_entrypoints.py
tests/test_executor.py
tests/test_fault_matrix.py
tests/test_filetree.py
tests/test_fusion_stats.py
tests/test_gate_reads_the_full_set.py
tests/test_genesis_example.py
tests/test_genesis_investigator.py
tests/test_genesis_skills.py
tests/test_gepa_example.py
tests/test_godel_upstream.py
tests/test_governance.py
tests/test_governance_guarantees.py
tests/test_gskill.py
tests/test_harbor_domain.py
tests/test_harness.py
tests/test_held_out_note.py
tests/test_host_sampling.py
tests/test_init_default_agent.py
tests/test_init_doctor_opencode_ark.py
tests/test_init_honor_agent.py
tests/test_init_key_aware_reflect.py
tests/test_install_empty_home.py
tests/test_install_home_wins.py
tests/test_install_port_count.py
tests/test_integrations.py
tests/test_invariants.py
tests/test_jev.py
tests/test_joint_meta.py
tests/test_key_preflight.py
tests/test_layer_boundary.py
tests/test_learn_to_think.py
tests/test_learnable_fusion.py
tests/test_ledger.py
tests/test_ledger_atomic_writes.py
tests/test_ledger_multiwriter.py
tests/test_ledger_resilience.py
tests/test_ltraj_resume.py
tests/test_matrix_report.py
tests/test_mcp.py
tests/test_merge_diagnostics.py
tests/test_merge_golden.py
tests/test_meta.py
tests/test_meta_audit.py
tests/test_meta_cli.py
tests/test_meta_curriculum.py
tests/test_meta_exam.py
tests/test_meta_population.py
tests/test_meta_run.py
tests/test_metasearch.py
tests/test_metasearch_algotune.py
tests/test_metasearch_slots.py
tests/test_method_runner_flags.py
tests/test_metrics.py
tests/test_multi_artifact.py
tests/test_multi_head.py
tests/test_offline_examples.py
tests/test_opencode_custom_provider.py
tests/test_openevolve_example.py
tests/test_orchestrator.py
tests/test_packaging.py
tests/test_parallel.py
tests/test_pipelined_gate.py
tests/test_plugin_host_cli.py
tests/test_plugin_runner.py
tests/test_policy_contract.py
tests/test_policy_install.py
tests/test_policy_slot_spec.py
tests/test_population_islands.py
tests/test_population_lineage.py
tests/test_porous_molecules.py
tests/test_port_fidelity.py
tests/test_port_selection_equivalence.py
tests/test_portfolio.py
tests/test_portfolio_evolve.py
tests/test_process_controller.py
tests/test_process_labels.py
tests/test_process_review_gate.py
tests/test_process_risk_gate.py
tests/test_progress_hooks.py
tests/test_promptbreeder_algorithm1.py
tests/test_propose_errors.py
tests/test_provider_and_split_contracts.py
tests/test_provider_timeout.py
tests/test_public_surface.py
tests/test_rationale_distill.py
tests/test_recursive_self_improve.py
tests/test_red_team.py
tests/test_reflection_context.py
tests/test_reflection_health.py
tests/test_reflective_fusion.py
tests/test_reflexion_upstream.py
tests/test_repo_hygiene.py
tests/test_resource_limits.py
tests/test_results_provenance.py
tests/test_resume.py
tests/test_resume_host_cli.py
tests/test_reward_contract.py
tests/test_rewards_number_parsing.py
tests/test_robustness.py
tests/test_round_timeout.py
tests/test_router_port.py
tests/test_rrsi_fidelity.py
tests/test_rrsi_history.py
tests/test_rrsi_integration.py
tests/test_rrsi_schedule.py
tests/test_rrsi_selection.py
tests/test_rule_tournament.py
tests/test_run_panel.py
tests/test_runstore_cli.py
tests/test_runstore_tilde.py
tests/test_safety.py
tests/test_sampling.py
tests/test_sandbox.py
tests/test_sandbox_container.py
tests/test_sandbox_shared.py
tests/test_selection.py
tests/test_selection_hgm.py
tests/test_self_evolution_bench.py
tests/test_self_improve.py
tests/test_self_modify.py
tests/test_self_refine_upstream.py
tests/test_self_rewarding.py
tests/test_selfplay.py
tests/test_selfplay_upstream.py
tests/test_setup_hosts.py
tests/test_show_no_result.py
tests/test_show_samples.py
tests/test_sica_upstream.py
tests/test_site_navigation.py
tests/test_skill_dir_example.py
tests/test_skill_evolution_example.py
tests/test_skillopt_example.py
tests/test_skillspec.py
tests/test_skillweaver_upstream.py
tests/test_spec_file_errors.py
tests/test_spec_usage.py
tests/test_stage_profile.py
tests/test_staleness.py
tests/test_stats_and_staleness.py
tests/test_stop_when.py
tests/test_straggler_semantics.py
tests/test_strategy.py
tests/test_template_example.py
tests/test_tensor_parallel_semantics.py
tests/test_test_package_resolution.py
tests/test_textgrad_example.py
tests/test_token_budget.py
tests/test_trajectory.py
tests/test_trajectory_curriculum.py
tests/test_trajectory_search.py
tests/test_tree_strategy.py
tests/test_unified_backends.py
tests/test_uninstall.py
tests/test_usage.py
tests/test_verifiable_rl.py
tests/test_verified_seed.py
tests/test_verifier.py
tests/test_verifier_boost.py
tests/test_verifier_curriculum.py
tests/test_version_and_doctor_identity.py
tests/test_voyager_upstream.py
tests/test_wheel_smoke.py
tests/test_worker_pwd.py
tests/test_worker_resilience.py
tests/test_worker_stdin.py
tests/test_workspace_agent_hint.py
tests/test_workspec.py
tests/test_world_model.py