README.md

artifacts

artifacts/HUMAN_GATE_KAGGRICULTURE_20260906.md

artifacts/KAGGRICULTURE_REAL_WORLD_CURRICULUM_V1.md

artifacts/calle_feedback_candidate_v1.md

artifacts/kaggriculture

artifacts/kaggriculture/00_READ_FIRST.md

artifacts/kaggriculture/KAG_CONTEXT_MANIFEST.json

artifacts/kaggriculture/KAG_EVIDENCE_MASTER.md

artifacts/kaggriculture/autolab

artifacts/kaggriculture/autolab/README.md

artifacts/kaggriculture/context

artifacts/kaggriculture/context/KAG_CONTEXT_PREFLIGHT_20260908_0240.md

artifacts/kaggriculture/context/PREFLIGHT_20260908_1047.md

artifacts/kaggriculture/experiments

artifacts/kaggriculture/hourly

artifacts/kaggriculture/hourly/HOURLY_INDEX.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_0849.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_0945.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1021.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1222.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1317.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1332.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1420.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1436.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1534.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1716.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1820.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_1924.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_2000.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_2022.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_2131.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260907_2220.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0227.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0246.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0345.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0424.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0444.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0535.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0628.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0752.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0820.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_0915.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1005.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1043.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1122.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1236.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1245.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1315.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1520.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1717.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1825.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_1935.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_2021.md

artifacts/kaggriculture/hourly/KAG_HOURLY_CHECKPOINT_20260908_2119.md

artifacts/kaggriculture/intelligence

artifacts/kaggriculture/intelligence/KAG_CONTEXT_CONTINUITY_AUDIT_20260908.md

artifacts/kaggriculture/intelligence/KAG_CURRENT_STATE.md

artifacts/kaggriculture/intelligence/KAG_EXPERIMENT_MATRIX_OPPONENT_PROBES.md

artifacts/kaggriculture/intelligence/KAG_NEGATIVE_KNOWLEDGE.md

artifacts/kaggriculture/intelligence/KAG_OFFICIAL_RULES.md

artifacts/kaggriculture/intelligence/KAG_OPPONENT_CAPABILITY_TAXONOMY.md

artifacts/kaggriculture/intelligence/KAG_OPPONENT_PROFILES

artifacts/…/KAG_OPPONENT_PROFILES/INDEX.md

artifacts/…/KAG_OPPONENT_PROFILES/broker.md

artifacts/…/KAG_OPPONENT_PROFILES/cleo.md

artifacts/…/KAG_OPPONENT_PROFILES/hana.md

artifacts/…/KAG_OPPONENT_PROFILES/lena.md

artifacts/…/KAG_OPPONENT_PROFILES/mateo.md

artifacts/…/KAG_OPPONENT_PROFILES/rita.md

artifacts/…/KAG_OPPONENT_PROFILES/rosa.md

artifacts/…/KAG_OPPONENT_PROFILES/silas.md

artifacts/kaggriculture/intelligence/KAG_PROFILE_CAL_V1_20260907.md

artifacts/kaggriculture/intelligence/KAG_REAL_SCENARIO_COVERAGE_V1_20260908.md

artifacts/kaggriculture/intelligence/KAG_RECOVERY_RECONCILIATION_20260907.md

artifacts/kaggriculture/intelligence/KAG_RT_ARCHITECTURE.md

artifacts/kaggriculture/intelligence/KAG_STRATEGIC_INTELLIGENCE.md

artifacts/kaggriculture_joined_research_plan_v1.md

artifacts/kaggriculture_neuron_protocol_v1.md

economic_migrate.ts

economic_selftest.ts

economic_status.ts

economic_trial_migrate.ts

kag_acquisition_prefeed_atomic_probe_v1.ts

kag_acquisition_prefeed_probe_v1.ts

kag_active_constraint_probe_v1.ts

kag_adaptive_crop_router_screen_v1.ts

kag_adversarial_weight_probe_v1.ts

kag_autolab_sdk_probe.ts

kag_autolab_worker.ts

kag_battle_dossier_migrate_v1.ts

kag_broker_feed_tactics_trace_v1.ts

kag_capacity_ablation_v1.ts

kag_capacity_gap_trace_v1.ts

kag_cleo_exact_excerpt_v1.ts

kag_cleo_policy_probe_v1.ts

kag_closed_loop_melon_screen_v1.ts

kag_condfork_dual_boundary_v2.ts

kag_condfork_dual_strongh_v2.ts

kag_condfork_voc_boundary_v1.ts

kag_coupled_liquidity_selector_probe_v1.ts

kag_craf_bm_mpc_d9_diagnostic_v1.ts

kag_craf_bm_mpc_nested_batch1_v1.ts

kag_craf_bm_mpc_nested_batch2_v1.ts

kag_craf_bm_mpc_scenario_heldout_v1.ts

kag_craf_bm_mpc_scenario_stage2_v1.ts

kag_craf_bm_mpc_stability_gate_batch1_v1.ts

kag_craf_bm_mpc_stability_gate_batch2_v1.ts

kag_craf_bm_mpc_voc_gate_batch1_v1.ts

kag_craf_capacity_regime_discovery_v1.ts

kag_craf_capacity_shadow_stage1_v1.ts

kag_craf_commission_v1.ts

kag_craf_h9_case_deltas_v1.ts

kag_craf_h9_heldout_v1.ts

kag_craf_h9_hv1_failure_atlas_v1.ts

kag_craf_h9_hv1_late_basin_v1.ts

kag_craf_jit_hand_deconfound_v1.ts

kag_craf_landscape_stageA_v1.ts

kag_craf_landscape_stageB_v1.ts

kag_craf_shadow_lockin_v1.ts

kag_craf_voc_conditional_outer_validation_v1.ts

kag_craf_voc_falsepositive_v1.ts

kag_crop_lifespan_semantics_probe_v1.ts

kag_dossier_status_v1.ts

kag_dynport_diag_v3.ts

kag_dynport_screen_v2.ts

kag_engine_market_introspection_v1.ts

kag_exogenous_world_crn_wheat_v1.ts

kag_farm_schema_probe_v1.ts

kag_feature_negative_space_probe_v1.ts

kag_features_v31_semantics_test.ts

kag_feed_capital_model_probe_v1.ts

kag_fert_drop_synergy_v1.ts

kag_fertilizer_causal_ablation_v1.ts

kag_financial_flexibility_heldout_v1.ts

kag_financial_flexibility_probe_v1.ts

kag_first_commitment_persistent_v2.ts

kag_fixed_world_crop_causal_v1.ts

kag_fixed_world_wheat_hedge_v1.ts

kag_fixed_world_wheat_timing_v1.ts

kag_flightplan_router_v1.ts

kag_flightplan_router_v2_top.ts

kag_hands_lifecycle_probe_v1.ts

kag_hold_d3_discovery_v1.ts

kag_hold_router_heldout_v1.ts

kag_initial_action_shadow_probe_v1.ts

kag_initial_commitment_counterfactual_v1.ts

kag_lena_d9_v31_teacher.ts

kag_lena_d9_v3_control.ts

kag_lena_d9_v3_teacher.ts

kag_lexicographic_adversarial_tiebreak_v1.ts

kag_liquidity_labor_coupling_probe_v1.ts

kag_m60_m70_crossmarket_dossier_v1.ts

kag_m60_market_chunk_screen_v1.ts

kag_m60_market_floor_screen_v1.ts

kag_m60_opponent_melon_market_screen_v1.ts

kag_market_slot_ablation_v1.ts

kag_melon_curve_probe_v1.ts

kag_melon_fertsell_probe_v1.ts

kag_melon_share_frontier_v1.ts

kag_melon_share_top_ladder_screen_v1.ts

kag_melon_synergy_ablation_v1.ts

kag_mix11_c6_causal_telemetry_v1.ts

kag_mix11_crossopponent_screen_v1.ts

kag_mix11_fert_byproduct_probe_v1.ts

kag_mix11_full_reference_league_v1.ts

kag_mix11_heldout_v1.ts

kag_mix11_ops_ablation_v1.ts

kag_noise_broker_boundary_b2.ts

kag_noise_broker_boundary_v1.ts

kag_noise_broker_strongh_v1.ts

kag_observation_schema_probe_v1.ts

kag_official_runtime_budget_probe_v1.ts

kag_opponent_early_signature_probe_v1.ts

kag_opponent_state_probe_v1.ts

kag_outcome_boundary_census_v1.ts

kag_pasture_labor_frontier_v1.ts

kag_prefeed_recourse_probe_v1.ts

kag_public_melon_tile_probe_v1.ts

kag_public_top_round_robin_v1.ts

kag_racing_teacher_equivalence_batch1_v1.ts

kag_racing_teacher_equivalence_batch2_v1.ts

kag_racing_teacher_equivalence_broker_d12_v1.ts

kag_racing_teacher_equivalence_broker_d6_v1.ts

kag_racing_teacher_equivalence_cleo_v1.ts

kag_recourse_vs_preemption_probe_v1.ts

kag_reference_interepisode_state_probe_v1.ts

kag_rita_agent_tail_v1.ts

kag_rita_collect_context_v1.ts

kag_rita_fertilizer_probe_v1.ts

kag_rita_job_tail_v1.ts

kag_rita_market_context_v1.ts

kag_rita_plan_market_head_v1.ts

kag_rita_policy_probe_v1.ts

kag_rita_sell_context_v1.ts

kag_rita_wheat_logic_excerpt_v1.ts

kag_rita_wheat_logic_probe_v1.ts

kag_rng_policy_invariance_probe_v1.ts

kag_rng_state_probe_v1.ts

kag_shop_consumption_probe_v1.ts

kag_stability_gate_false_negative_audit_v1.ts

kag_strawberry_attack_ablation_v1.ts

kag_strawberry_curve_probe_v1.ts

kag_strawberry_option_screen_v1.ts

kag_strawberry_signal_hybrid_v1.ts

kag_strawberry_wheat_attack_dossier_v1.ts

kag_teacher_features_v3_selftest.ts

kag_teacher_q_batch1_v1.ts

kag_teacher_q_batch2_v1.ts

kag_teacher_q_full_compare_race1_v1.ts

kag_teacher_q_persistent_broker_d12_v1.ts

kag_teacher_q_persistent_broker_d12_v2.ts

kag_teacher_q_persistent_broker_d6_v1.ts

kag_teacher_q_persistent_broker_d6_v2.ts

kag_teacher_q_persistent_cleo_d9_v1.ts

kag_teacher_q_persistent_cleo_d9_v2.ts

kag_teacher_q_persistent_generic_v2.ts

kag_teacher_q_persistent_lena_d9_v2.ts

kag_teacher_q_persistent_lena_d9_v4.ts

kag_teacher_q_persistent_microbatch_v1.ts

kag_teacher_q_persistent_silas_d9_v1.ts

kag_teacher_q_racing_batch1_v1.ts

kag_teacher_q_racing_positive_control_v1.ts

kag_top_meta_dossier_v1.ts

kag_voc_bib_stability_v1.ts

kag_voc_gate_conditional_v1.ts

kag_wait3_heldout_v1.ts

kag_wheat_market_curve_probe_v1.ts

kag_world_regime_diag_v1.ts

kaggle_public_dataset_probe.ts

kaggle_reference_agent_structure.ts

kaggle_reference_agents_audit.ts

kaggle_reference_policy_extract.ts

kaggle_reference_policy_only.ts

kaggle_rita_animal_logic_exact.ts

kaggle_rita_animal_logic_probe.ts

kaggle_rita_capital_logic_exact.ts

kaggriculture_benchmark_g0_v1.ts

kaggriculture_config_probe_v1.ts

kaggriculture_demand_control_v1.ts

kaggriculture_demand_thresholds_v1.ts

kaggriculture_dynamic_herd_portfolio_v1.ts

kaggriculture_dynport_register_v1.ts

kaggriculture_herd_mix_telemetry_detail_v1.ts

kaggriculture_herd_mix_telemetry_v1.ts

kaggriculture_k10_market_benchmark_v1.ts

kaggriculture_k10_opponent_gate_benchmark_v1.ts

kaggriculture_k1_diagnostic.ts

kaggriculture_knowledge_migrate_v1.ts

kaggriculture_livestock_portfolio_selftest.ts

kaggriculture_market_timing_sweep_v1.ts

kaggriculture_official_module_probe.ts

kaggriculture_official_port_probe.ts

kaggriculture_py_reference_interop_probe.ts

kaggriculture_reference_ladder_screen_v1.ts

kaggriculture_remote_probe.ts

kaggriculture_research_fusion_selftest.ts

kaggriculture_rita_adaptive_race_v2.ts

kaggriculture_rita_gen2_sweep_v1.ts

kaggriculture_rita_neuron_sweep_v1.ts

kaggriculture_route_sweep_v1.ts

kaggriculture_seed9403_econ_diagnostic.ts

kaggriculture_shop_world_census_v1.ts

lib/economic_policy.ts

lib/kag_autolab_core.ts

lib/kag_teacher_features_v2.ts

lib/kag_teacher_features_v3.ts

lib/kag_teacher_features_v31.ts

lib/kag_teacher_stats_v2.ts

lib/kaggriculture_adaptive_racing.ts

lib/kaggriculture_agents_v1.ts

lib/kaggriculture_battle_dossier_v1.ts

lib/kaggriculture_bayesian_router.ts

lib/kaggriculture_engine_loader.ts

lib/kaggriculture_farm_economics.ts

lib/kaggriculture_league.ts

lib/kaggriculture_livestock_portfolio.ts

lib/kaggriculture_market_mutations.ts

lib/kaggriculture_opponent_market.ts

lib/neuron_evolution.ts

neuron_selftest.ts

pyodide_probe.ts

python_runtime_probe.ts

selection_engine.ts

strategy_variant_migrate.ts