{ "created_utc": "2026-10-01T02:30:44.746849+00:00", "scope": "Local blog video-case provenance only; all inputs are previously completed saved replays. No policies, models, engines, API calls, downloads or rendering run.", "frame_convention": "steps[frame] is the state after frame\u22121 callback. Executed action is stored at frame=callback+1. Do not shift action captions by one. Engine days are zero-based; frame719 is day29/hour23, not day30.", "privacy_boundary": "Milestones read both public farms from the own observation. No private rival shed/carried state is used or exported.", "excluded_peak_case": { "episode": 97032982, "reason": "No full-state replay file located in saved project file inventory. The historical_episode_scores/55616096.json contains score records, not renderable state frames. Do not fabricate peak footage.", "score_only_evidence": { "path": "evaluation/first40_autoresearch_20260928/lanes328/historical_episode_scores/55616096.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/lanes328/historical_episode_scores/55616096.json", "sha256": "0e00e326e5e0dc3ffa25ccdb1658c0fbcfb83206fb120f0dff28a605ec37e3c5" } }, "cases": [ { "replay": { "path": "evaluation/research859_20260918/parent_failure/repair_screen9/109850570/replay.json.gz", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/research859_20260918/parent_failure/repair_screen9/109850570/replay.json.gz", "sha256": "a1bfa5e4d10b8d0f092b5bbc685440d0cb12d3794a96e60b6eb0a5d2e868f4e8" }, "replay_container_keys": [ "id", "name", "title", "description", "version", "module_version", "configuration", "specification", "steps", "rewards", "statuses", "schema_version", "info" ], "complete_frames": 720, "applied_callbacks": 719, "terminal_statuses": [ "DONE", "DONE" ], "own_seat": 1, "own_cash": 67293.0, "rival_cash": 66540.0, "margin": 753.0, "outcome": "WIN", "milestones": [ { "state_frame": 0, "engine_day": 0, "engine_hour": 0, "own_cash": 3000.0, "rival_cash": 3000.0, "margin": 0.0, "plants": {}, "animals": {}, "paid_hands_current": 0, "unlocked_quadrants": [ "NW" ] }, { "state_frame": 144, "engine_day": 6, "engine_hour": 0, "own_cash": 798.0, "rival_cash": 797.0, "margin": 1.0, "plants": { "WHEAT": 3, "STRAWBERRY": 4, "MELON": 12 }, "animals": { "COW": 4, "SHEEP": 2 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW" ] }, { "state_frame": 240, "engine_day": 10, "engine_hour": 0, "own_cash": 2045.0, "rival_cash": 2157.0, "margin": -112.0, "plants": { "WHEAT": 5, "STRAWBERRY": 20, "MELON": 12 }, "animals": { "COW": 6, "SHEEP": 5, "GOOSE": 2 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE" ] }, { "state_frame": 456, "engine_day": 19, "engine_hour": 0, "own_cash": 27328.0, "rival_cash": 27294.0, "margin": 34.0, "plants": { "WHEAT": 25, "STRAWBERRY": 33 }, "animals": { "GOOSE": 5, "COW": 6, "SHEEP": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 600, "engine_day": 25, "engine_hour": 0, "own_cash": 35277.0, "rival_cash": 34982.0, "margin": 295.0, "plants": { "WHEAT": 28, "CARROT": 13, "STRAWBERRY": 17 }, "animals": { "GOOSE": 5, "COW": 6, "SHEEP": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 696, "engine_day": 29, "engine_hour": 0, "own_cash": 48240.0, "rival_cash": 50709.0, "margin": -2469.0, "plants": { "CARROT": 21 }, "animals": { "GOOSE": 5, "COW": 6, "SHEEP": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 719, "engine_day": 29, "engine_hour": 23, "own_cash": 67293.0, "rival_cash": 66540.0, "margin": 753.0, "plants": {}, "animals": { "GOOSE": 5, "COW": 6, "SHEEP": 6 }, "paid_hands_current": 11, "unlocked_quadrants": [ "NW", "NE", "SW" ] } ], "id": "859_recovery", "episode": 109850570, "title": "A recorded loss becomes a753-coin win", "policy": "Demand859V3", "submission_using_this_source": 56328407, "source": { "path": "generation/research859_20260918/parent_repair_visible_demand_v1/artifact", "canonical_source_sha256": "08f712abccb4dcd00a6554c52db0b60749a5887bb32d2ebe1827684a421932fc", "verified_files": 96, "canonical_encoding": "sortedJSON compact separators" }, "run_or_panel": "research859 parent_failure/repair_screen9", "scope": "LOCAL_RECORDED_OPPONENT; not a hosted match. Historical opponent commands and shop reveals retained by evaluator.", "provenance": [ { "path": "evaluation/research859_20260918/parent_failure/review82/union82.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/research859_20260918/parent_failure/review82/union82.json", "sha256": "68124c1a54aaf8082da2049cb1b0a43e575007a1f96b84d334306cc631bc949e" }, { "path": "evaluation/research859_20260918/parent_failure/repair_screen9/109850570/result.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/research859_20260918/parent_failure/repair_screen9/109850570/result.json", "sha256": "6b4a538fd53b00aa2fce88e2288b0d4e8c6b5b56e9a491ac3feefc4ce703b3fe" }, { "path": "evaluation/research859_20260918/parent_failure/repair_screen9/109850570/contract.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/research859_20260918/parent_failure/repair_screen9/109850570/contract.json", "sha256": "dcf892b6bc76601f1f98fa84136130514c54e3d17c1d0bb680c30d6eb715bc10" } ], "paired_parent": { "source": "Integrated858-V1", "canonical_source_sha256": "0575f9ea5703c9c733ac3a17e7c7927611a279270b130e0e21c417b3b6089496", "replay": { "path": "evaluation/research858_20260917/root/integrated_v1/screen8/109850570/replay.json.gz", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/research858_20260917/root/integrated_v1/screen8/109850570/replay.json.gz", "sha256": "e9f57795ac394ec926b7435dac9eee7fbdf9263f9a1b59e32202e24177bcb40f" }, "own_cash": 66532.0, "rival_cash": 66547.0, "margin": -15, "own_cash_change": 761, "rival_cash_change": -7, "margin_change": 768 }, "suggested_sequence": "Opening \u2192 day6 investment \u2192 day19 farm \u2192 last-day delivery \u2192 final753 result; optionally compare final parent\u221215.", "action_examples": [ { "policy_callback": 0, "returned_action_frame": 1, "engine_day": 0, "engine_hour": 0, "action": { "farmer": [ "PASS" ], "hands": [], "market": [ [ "BUY_PRODUCT", "WHEAT", 5 ] ] } }, { "policy_callback": 143, "returned_action_frame": 144, "engine_day": 5, "engine_hour": 23, "action": { "farmer": [ "PASS" ], "hands": [ [ "PASS" ], [ "WATER" ], [ "WATER" ], [ "WATER" ] ], "market": [] } }, { "policy_callback": 337, "returned_action_frame": 338, "engine_day": 14, "engine_hour": 1, "action": { "farmer": [ "PASS" ], "hands": [ [ "NORTH" ], [ "WEST" ], [ "EAST" ], [ "PICKUP", "WHEAT", 2 ], [ "EAST" ], [ "WEST" ], [ "WEST" ], [ "PICKUP", "WHEAT", 2 ], [ "HARVEST" ] ], "market": [ [ "SELL", "FERTILIZER", 7 ], [ "SELL", "FERTILIZER", 1 ], [ "BUY_PRODUCT", "FERTILIZER", 2 ] ] } }, { "policy_callback": 695, "returned_action_frame": 696, "engine_day": 28, "engine_hour": 23, "action": { "farmer": [ "WATER" ], "hands": [ [ "HARVEST" ], [ "PASS" ], [ "DROP" ], [ "CARE" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "DROP" ], [ "HARVEST" ], [ "PASS" ], [ "COLLECT_FERTILIZER" ], [ "PASS" ], [ "PASS" ] ], "market": [ [ "SELL", "FERTILIZER", 1000 ], [ "SELL", "WHEAT", 1000 ], [ "SELL", "EGG", 1000 ] ] } }, { "policy_callback": 711, "returned_action_frame": 712, "engine_day": 29, "engine_hour": 15, "action": { "farmer": [ "DROP" ], "hands": [ [ "WEST" ], [ "HARVEST" ], [ "NORTH" ], [ "NORTH" ], [ "HARVEST" ], [ "SOUTH" ], [ "EAST" ], [ "CARE" ], [ "CARE" ], [ "HARVEST" ], [ "DROP" ] ], "market": [ [ "SELL", "CARROT", 2 ], [ "SELL", "WOOL", 5 ], [ "SELL", "MILK", 1 ], [ "SELL", "EGG", 4 ], [ "SELL", "FERTILIZER", 1 ], [ "SELL", "WHEAT", 2 ], [ "SELL", "CARROT", 8 ] ] } }, { "policy_callback": 717, "returned_action_frame": 718, "engine_day": 29, "engine_hour": 21, "action": { "farmer": [ "PLACE", "EGG", 4 ], "hands": [ [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "EAST" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ] ], "market": [ [ "SELL", "MILK", 1000 ], [ "SELL", "WHEAT", 1000 ], [ "SELL", "CARROT", 1000 ], [ "SELL", "TOMATO", 1000 ], [ "SELL", "STRAWBERRY", 1000 ], [ "SELL", "MELON", 1000 ], [ "SELL", "EGG", 1000 ], [ "SELL", "WOOL", 1000 ], [ "SELL", "FERTILIZER", 1000 ] ] } } ], "narration_limit": "The whole exact859 programme recovers this recorded case. Isolated changed commands are examples, not standalone profit attribution.", "saved_review_utc": "2026-09-18T10:14:19.200660+00:00" }, { "replay": { "path": "claude/nine/out/research397_fastretire_full133_k3_dump/114937659.json.gz", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/claude/nine/out/research397_fastretire_full133_k3_dump/114937659.json.gz", "sha256": "5af186dce3ab6df0d2b4c2f88c2246cc1e2c62c2f467f87621fe05616d00b1ae" }, "replay_container_keys": [ "steps", "seat" ], "complete_frames": 720, "applied_callbacks": 719, "terminal_statuses": [ "DONE", "DONE" ], "own_seat": 1, "own_cash": 107511.0, "rival_cash": 107270.0, "margin": 241.0, "outcome": "WIN", "milestones": [ { "state_frame": 0, "engine_day": 0, "engine_hour": 0, "own_cash": 3000.0, "rival_cash": 3000.0, "margin": 0.0, "plants": {}, "animals": {}, "paid_hands_current": 0, "unlocked_quadrants": [ "NW" ] }, { "state_frame": 144, "engine_day": 6, "engine_hour": 0, "own_cash": 799.0, "rival_cash": 884.0, "margin": -85.0, "plants": { "WHEAT": 3, "STRAWBERRY": 4, "MELON": 12 }, "animals": { "COW": 4, "SHEEP": 2 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW" ] }, { "state_frame": 240, "engine_day": 10, "engine_hour": 0, "own_cash": 3450.0, "rival_cash": 3459.0, "margin": -9.0, "plants": { "WHEAT": 5, "STRAWBERRY": 20, "MELON": 12 }, "animals": { "COW": 6, "SHEEP": 7 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE" ] }, { "state_frame": 456, "engine_day": 19, "engine_hour": 0, "own_cash": 48767.0, "rival_cash": 50232.0, "margin": -1465.0, "plants": { "WHEAT": 25, "STRAWBERRY": 33 }, "animals": { "SHEEP": 11, "COW": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 600, "engine_day": 25, "engine_hour": 0, "own_cash": 82760.0, "rival_cash": 82235.0, "margin": 525.0, "plants": { "WHEAT": 30, "CARROT": 11, "STRAWBERRY": 17 }, "animals": { "SHEEP": 11, "COW": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 696, "engine_day": 29, "engine_hour": 0, "own_cash": 99729.0, "rival_cash": 96799.0, "margin": 2930.0, "plants": { "CARROT": 21 }, "animals": { "SHEEP": 11, "COW": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 719, "engine_day": 29, "engine_hour": 23, "own_cash": 107511.0, "rival_cash": 107270.0, "margin": 241.0, "plants": {}, "animals": { "SHEEP": 11, "COW": 6 }, "paid_hands_current": 11, "unlocked_quadrants": [ "NW", "NE", "SW" ] } ], "id": "397_narrow_preserved_win", "episode": 114937659, "title": "A last-day fertilizer tour; narrow win retained", "policy": "FastRetire397", "submission_using_this_source": 56722213, "source": { "path": "generation/first40_autoresearch_20260928/fast_retire397_astra", "canonical_source_sha256": "362ac5c7ec764f345c222d388a47d41349d786fe2e118fe1fe41a0673918972e", "verified_files": 142, "canonical_encoding": "sortedJSON default separators" }, "run_or_panel": "research397_fastretire_full133_k3", "scope": "LOCAL_RECORDED_OPPONENT; not the final hosted submission playing this game.", "provenance": [ { "path": "evaluation/first40_autoresearch_20260928/research397_fastretire_full133_k3_review.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/research397_fastretire_full133_k3_review.json", "sha256": "93df3cdd63854ab6be65e0367649b84cc6ec276d0ffaa5447dd5cb65095237ff" }, { "path": "evaluation/first40_autoresearch_20260928/RESEARCH397.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/RESEARCH397.json", "sha256": "268ec3172f6806fff95f24dd9986b5b2ae12153de6a98966dc042abf5e7d5645" } ], "paired_parent": { "policy": "Margin361", "source_sha256": "f6b6e081f9c9a0fb509186b424251c2593051d78bc5bc6a58d6de93e44a6f94f", "replay": { "path": "claude/nine/out/research362_margin361_full120_k3_dump/114937659.json.gz", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/claude/nine/out/research362_margin361_full120_k3_dump/114937659.json.gz", "sha256": "fa2a5132aa652d0ddd1ba08316da35f36b1ad76bd5b3dcb06b378e4ee0f20587" }, "own_cash": 107434.0, "rival_cash": 107278.0, "margin": 156, "own_cash_change": 77, "rival_cash_change": -8, "margin_change": 85 }, "suggested_sequence": "Day6 and19 farm snapshots \u2192 day29(callbacks696\u2013718) paid fertilizer/crop tour \u2192 final241 versus parent156.", "action_examples": [ { "policy_callback": 698, "returned_action_frame": 699, "engine_day": 29, "engine_hour": 2, "action": { "farmer": [ "SOUTH" ], "hands": [ [ "NORTH" ], [ "NORTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WEST" ], [ "NORTH" ], [ "WEST" ], [ "SOUTH" ], [ "NORTH" ], [ "SOUTH" ], [ "PICKUP", "FERTILIZER", 2 ] ], "market": [ [ "SELL", "FERTILIZER", 11 ] ] } }, { "policy_callback": 702, "returned_action_frame": 703, "engine_day": 29, "engine_hour": 6, "action": { "farmer": [ "SOUTH" ], "hands": [ [ "HARVEST" ], [ "HARVEST" ], [ "SOUTH" ], [ "WEST" ], [ "EAST" ], [ "WATER" ], [ "HARVEST" ], [ "NORTH" ], [ "EAST" ], [ "WATER" ], [ "FERTILIZE" ] ], "market": [] } }, { "policy_callback": 703, "returned_action_frame": 704, "engine_day": 29, "engine_hour": 7, "action": { "farmer": [ "SOUTH" ], "hands": [ [ "SOUTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WATER" ], [ "EAST" ], [ "HARVEST" ], [ "SOUTH" ], [ "NORTH" ], [ "EAST" ], [ "HARVEST" ], [ "EAST" ] ], "market": [] } }, { "policy_callback": 704, "returned_action_frame": 705, "engine_day": 29, "engine_hour": 8, "action": { "farmer": [ "WATER" ], "hands": [ [ "EAST" ], [ "WATER" ], [ "WATER" ], [ "HARVEST" ], [ "EAST" ], [ "NORTH" ], [ "PASS" ], [ "EAST" ], [ "EAST" ], [ "NORTH" ], [ "FERTILIZE" ] ], "market": [ [ "BUY_PRODUCT", "WHEAT", 47 ] ] } }, { "policy_callback": 705, "returned_action_frame": 706, "engine_day": 29, "engine_hour": 9, "action": { "farmer": [ "HARVEST" ], "hands": [ [ "WATER" ], [ "HARVEST" ], [ "HARVEST" ], [ "SOUTH" ], [ "HARVEST" ], [ "EAST" ], [ "SOUTH" ], [ "EAST" ], [ "HARVEST" ], [ "NORTH" ], [ "WATER" ] ], "market": [ [ "SELL", "WHEAT", 2 ], [ "SELL", "WHEAT", 47 ] ] } }, { "policy_callback": 706, "returned_action_frame": 707, "engine_day": 29, "engine_hour": 10, "action": { "farmer": [ "NORTH" ], "hands": [ [ "HARVEST" ], [ "EAST" ], [ "SOUTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WATER" ], [ "SOUTH" ], [ "EAST" ], [ "SOUTH" ], [ "DROP" ], [ "HARVEST" ] ], "market": [ [ "SELL", "CARROT", 3 ] ] } }, { "policy_callback": 711, "returned_action_frame": 712, "engine_day": 29, "engine_hour": 15, "action": { "farmer": [ "DROP" ], "hands": [ [ "WEST" ], [ "HARVEST" ], [ "NORTH" ], [ "NORTH" ], [ "HARVEST" ], [ "SOUTH" ], [ "EAST" ], [ "CARE" ], [ "CARE" ], [ "HARVEST" ], [ "DROP" ] ], "market": [ [ "SELL", "CARROT", 2 ], [ "SELL", "CARROT", 8 ], [ "SELL", "WOOL", 5 ], [ "SELL", "EGG", 4 ], [ "SELL", "FERTILIZER", 1 ], [ "SELL", "WHEAT", 2 ] ] } } ], "paired_action_examples": [ { "policy_callback": 698, "returned_action_frame": 699, "before": { "farmer": [ "SOUTH" ], "hands": [ [ "NORTH" ], [ "NORTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WEST" ], [ "NORTH" ], [ "WEST" ], [ "SOUTH" ], [ "NORTH" ], [ "SOUTH" ], [ "EAST" ] ], "market": [ [ "SELL", "FERTILIZER", 11 ] ] }, "after": { "farmer": [ "SOUTH" ], "hands": [ [ "NORTH" ], [ "NORTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WEST" ], [ "NORTH" ], [ "WEST" ], [ "SOUTH" ], [ "NORTH" ], [ "SOUTH" ], [ "PICKUP", "FERTILIZER", 2 ] ], "market": [ [ "SELL", "FERTILIZER", 11 ] ] } }, { "policy_callback": 702, "returned_action_frame": 703, "before": { "farmer": [ "SOUTH" ], "hands": [ [ "HARVEST" ], [ "HARVEST" ], [ "SOUTH" ], [ "WEST" ], [ "EAST" ], [ "WATER" ], [ "HARVEST" ], [ "NORTH" ], [ "EAST" ], [ "WATER" ], [ "WATER" ] ], "market": [] }, "after": { "farmer": [ "SOUTH" ], "hands": [ [ "HARVEST" ], [ "HARVEST" ], [ "SOUTH" ], [ "WEST" ], [ "EAST" ], [ "WATER" ], [ "HARVEST" ], [ "NORTH" ], [ "EAST" ], [ "WATER" ], [ "FERTILIZE" ] ], "market": [] } }, { "policy_callback": 703, "returned_action_frame": 704, "before": { "farmer": [ "SOUTH" ], "hands": [ [ "SOUTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WATER" ], [ "EAST" ], [ "HARVEST" ], [ "SOUTH" ], [ "NORTH" ], [ "EAST" ], [ "HARVEST" ], [ "HARVEST" ] ], "market": [] }, "after": { "farmer": [ "SOUTH" ], "hands": [ [ "SOUTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WATER" ], [ "EAST" ], [ "HARVEST" ], [ "SOUTH" ], [ "NORTH" ], [ "EAST" ], [ "HARVEST" ], [ "EAST" ] ], "market": [] } }, { "policy_callback": 704, "returned_action_frame": 705, "before": { "farmer": [ "WATER" ], "hands": [ [ "EAST" ], [ "WATER" ], [ "WATER" ], [ "HARVEST" ], [ "EAST" ], [ "NORTH" ], [ "PASS" ], [ "EAST" ], [ "EAST" ], [ "NORTH" ], [ "PASS" ] ], "market": [ [ "BUY_PRODUCT", "WHEAT", 46 ] ] }, "after": { "farmer": [ "WATER" ], "hands": [ [ "EAST" ], [ "WATER" ], [ "WATER" ], [ "HARVEST" ], [ "EAST" ], [ "NORTH" ], [ "PASS" ], [ "EAST" ], [ "EAST" ], [ "NORTH" ], [ "FERTILIZE" ] ], "market": [ [ "BUY_PRODUCT", "WHEAT", 47 ] ] } }, { "policy_callback": 705, "returned_action_frame": 706, "before": { "farmer": [ "HARVEST" ], "hands": [ [ "WATER" ], [ "HARVEST" ], [ "HARVEST" ], [ "SOUTH" ], [ "HARVEST" ], [ "EAST" ], [ "SOUTH" ], [ "EAST" ], [ "HARVEST" ], [ "NORTH" ], [ "PASS" ] ], "market": [ [ "SELL", "WHEAT", 2 ], [ "SELL", "WHEAT", 46 ] ] }, "after": { "farmer": [ "HARVEST" ], "hands": [ [ "WATER" ], [ "HARVEST" ], [ "HARVEST" ], [ "SOUTH" ], [ "HARVEST" ], [ "EAST" ], [ "SOUTH" ], [ "EAST" ], [ "HARVEST" ], [ "NORTH" ], [ "WATER" ] ], "market": [ [ "SELL", "WHEAT", 2 ], [ "SELL", "WHEAT", 47 ] ] } }, { "policy_callback": 706, "returned_action_frame": 707, "before": { "farmer": [ "NORTH" ], "hands": [ [ "HARVEST" ], [ "EAST" ], [ "SOUTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WATER" ], [ "SOUTH" ], [ "EAST" ], [ "SOUTH" ], [ "DROP" ], [ "PASS" ] ], "market": [ [ "SELL", "CARROT", 3 ] ] }, "after": { "farmer": [ "NORTH" ], "hands": [ [ "HARVEST" ], [ "EAST" ], [ "SOUTH" ], [ "SOUTH" ], [ "SOUTH" ], [ "WATER" ], [ "SOUTH" ], [ "EAST" ], [ "SOUTH" ], [ "DROP" ], [ "HARVEST" ] ], "market": [ [ "SELL", "CARROT", 3 ] ] } }, { "policy_callback": 711, "returned_action_frame": 712, "before": { "farmer": [ "DROP" ], "hands": [ [ "WEST" ], [ "HARVEST" ], [ "NORTH" ], [ "NORTH" ], [ "HARVEST" ], [ "SOUTH" ], [ "EAST" ], [ "CARE" ], [ "CARE" ], [ "HARVEST" ], [ "DROP" ] ], "market": [ [ "SELL", "CARROT", 2 ], [ "SELL", "CARROT", 7 ], [ "SELL", "WOOL", 5 ], [ "SELL", "EGG", 4 ], [ "SELL", "FERTILIZER", 1 ], [ "SELL", "WHEAT", 2 ] ] }, "after": { "farmer": [ "DROP" ], "hands": [ [ "WEST" ], [ "HARVEST" ], [ "NORTH" ], [ "NORTH" ], [ "HARVEST" ], [ "SOUTH" ], [ "EAST" ], [ "CARE" ], [ "CARE" ], [ "HARVEST" ], [ "DROP" ] ], "market": [ [ "SELL", "CARROT", 2 ], [ "SELL", "CARROT", 8 ], [ "SELL", "WOOL", 5 ], [ "SELL", "EGG", 4 ], [ "SELL", "FERTILIZER", 1 ], [ "SELL", "WHEAT", 2 ] ] } } ], "narration_limit": "Preserves an existing win; this is not a new recovery. End-result+77own/+85margin belongs to the fullprogramme, including changed speculativeW trades.", "saved_source_closure_utc": "2026-09-30T23:53:40.219021+00:00" }, { "replay": { "path": "claude/nine/out/research397_fastretire_full133_k3_dump/114705593.json.gz", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/claude/nine/out/research397_fastretire_full133_k3_dump/114705593.json.gz", "sha256": "af1bfd4cb5cb8fdfef64ea52c93708d150ec3d8c9e7863b28225ef2c98600f18" }, "replay_container_keys": [ "steps", "seat" ], "complete_frames": 720, "applied_callbacks": 719, "terminal_statuses": [ "DONE", "DONE" ], "own_seat": 1, "own_cash": 106486.0, "rival_cash": 106440.0, "margin": 46.0, "outcome": "WIN", "milestones": [ { "state_frame": 0, "engine_day": 0, "engine_hour": 0, "own_cash": 3000.0, "rival_cash": 3000.0, "margin": 0.0, "plants": {}, "animals": {}, "paid_hands_current": 0, "unlocked_quadrants": [ "NW" ] }, { "state_frame": 144, "engine_day": 6, "engine_hour": 0, "own_cash": 704.0, "rival_cash": 1030.0, "margin": -326.0, "plants": { "WHEAT": 2, "STRAWBERRY": 4, "MELON": 13 }, "animals": { "COW": 4, "SHEEP": 2 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW" ] }, { "state_frame": 240, "engine_day": 10, "engine_hour": 0, "own_cash": 2543.0, "rival_cash": 6329.0, "margin": -3786.0, "plants": { "WHEAT": 4, "STRAWBERRY": 20, "MELON": 13 }, "animals": { "COW": 5, "GOOSE": 3, "SHEEP": 5 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE" ] }, { "state_frame": 456, "engine_day": 19, "engine_hour": 0, "own_cash": 47998.0, "rival_cash": 37953.0, "margin": 10045.0, "plants": { "WHEAT": 25, "STRAWBERRY": 33 }, "animals": { "GOOSE": 6, "COW": 5, "SHEEP": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 600, "engine_day": 25, "engine_hour": 0, "own_cash": 79421.0, "rival_cash": 75313.0, "margin": 4108.0, "plants": { "WHEAT": 37, "CARROT": 4, "STRAWBERRY": 17 }, "animals": { "GOOSE": 6, "COW": 5, "SHEEP": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 696, "engine_day": 29, "engine_hour": 0, "own_cash": 99097.0, "rival_cash": 95204.0, "margin": 3893.0, "plants": { "CARROT": 12, "WHEAT": 9 }, "animals": { "GOOSE": 6, "COW": 5, "SHEEP": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 719, "engine_day": 29, "engine_hour": 23, "own_cash": 106486.0, "rival_cash": 106440.0, "margin": 46.0, "plants": {}, "animals": { "GOOSE": 6, "COW": 5, "SHEEP": 6 }, "paid_hands_current": 11, "unlocked_quadrants": [ "NW", "NE", "SW" ] } ], "id": "397_fragile46_win", "episode": 114705593, "title": "A46-coin win survives the final changes", "policy": "FastRetire397", "submission_using_this_source": 56722213, "source": { "path": "generation/first40_autoresearch_20260928/fast_retire397_astra", "canonical_source_sha256": "362ac5c7ec764f345c222d388a47d41349d786fe2e118fe1fe41a0673918972e", "verified_files": 142, "canonical_encoding": "sortedJSON default separators" }, "run_or_panel": "research397_fastretire_full133_k3", "scope": "LOCAL_RECORDED_OPPONENT; not a hosted final397game.", "provenance": [ { "path": "evaluation/first40_autoresearch_20260928/research397_fastretire_full133_k3_review.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/research397_fastretire_full133_k3_review.json", "sha256": "93df3cdd63854ab6be65e0367649b84cc6ec276d0ffaa5447dd5cb65095237ff" }, { "path": "evaluation/first40_autoresearch_20260928/RESEARCH397.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/RESEARCH397.json", "sha256": "268ec3172f6806fff95f24dd9986b5b2ae12153de6a98966dc042abf5e7d5645" } ], "paired_parent": { "policy": "Margin361", "source_sha256": "f6b6e081f9c9a0fb509186b424251c2593051d78bc5bc6a58d6de93e44a6f94f", "run": "research361_margin_all63loss_controls65_k3", "margin": 46, "own_cash_change": 0.0, "margin_change": 0.0 }, "suggested_sequence": "Farm expansion \u2192 day19competition \u2192 final-day outputreturn \u2192106486versus106440.", "action_examples": [ { "policy_callback": 143, "returned_action_frame": 144, "engine_day": 5, "engine_hour": 23, "action": { "farmer": [ "PASS" ], "hands": [ [ "PASS" ], [ "WATER" ], [ "WATER" ], [ "WATER" ] ], "market": [] } }, { "policy_callback": 455, "returned_action_frame": 456, "engine_day": 18, "engine_hour": 23, "action": { "farmer": [ "HARVEST" ], "hands": [ [ "WATER" ], [ "WATER" ], [ "WATER" ], [ "WATER" ], [ "HARVEST" ], [ "WATER" ], [ "HARVEST" ], [ "WATER" ], [ "COLLECT_FERTILIZER" ], [ "WATER" ], [ "WATER" ] ], "market": [ [ "SELL", "STRAWBERRY", 2 ], [ "SELL", "FERTILIZER", 6 ], [ "SELL", "WOOL", 0 ], [ "SELL", "WHEAT", 4 ] ] } }, { "policy_callback": 695, "returned_action_frame": 696, "engine_day": 28, "engine_hour": 23, "action": { "farmer": [ "WATER" ], "hands": [ [ "HARVEST" ], [ "PASS" ], [ "DROP" ], [ "CARE" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "DROP" ], [ "HARVEST" ], [ "PASS" ], [ "COLLECT_FERTILIZER" ] ], "market": [ [ "SELL", "FERTILIZER", 1000 ], [ "SELL", "WHEAT", 1000 ], [ "SELL", "EGG", 1000 ] ] } }, { "policy_callback": 707, "returned_action_frame": 708, "engine_day": 29, "engine_hour": 11, "action": { "farmer": [ "NORTH" ], "hands": [ [ "EAST" ], [ "WATER" ], [ "EAST" ], [ "WATER" ], [ "SOUTH" ], [ "HARVEST" ], [ "HARVEST" ], [ "EAST" ], [ "EAST" ], [ "NORTH" ], [ "WEST" ] ], "market": [] } }, { "policy_callback": 718, "returned_action_frame": 719, "engine_day": 29, "engine_hour": 22, "action": { "farmer": [ "PASS" ], "hands": [ [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "DROP" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ] ], "market": [ [ "SELL", "CARROT", 3 ], [ "SELL", "WHEAT", 2 ] ] } } ], "narration_limit": "An already-winning fragile control was preserved. No397recovery or new46coin gain is claimed.", "saved_source_closure_utc": "2026-09-30T23:53:40.219021+00:00" }, { "replay": { "path": "evaluation/first40_autoresearch_20260928/submission_next_20260930/loss115999868/episode-115999868-replay.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/submission_next_20260930/loss115999868/episode-115999868-replay.json", "sha256": "9fc0a1adad2e23e138609986a31e649875da4e82185421d68eae6e9cac80027e" }, "replay_container_keys": [ "configuration", "description", "id", "info", "module_version", "name", "rewards", "schema_version", "specification", "statuses", "steps", "title", "version" ], "complete_frames": 720, "applied_callbacks": 719, "terminal_statuses": [ "DONE", "DONE" ], "own_seat": 0, "own_cash": 75156.0, "rival_cash": 76382.0, "margin": -1226.0, "outcome": "LOSS", "milestones": [ { "state_frame": 0, "engine_day": 0, "engine_hour": 0, "own_cash": 3000.0, "rival_cash": 3000.0, "margin": 0.0, "plants": {}, "animals": {}, "paid_hands_current": 0, "unlocked_quadrants": [ "NW" ] }, { "state_frame": 144, "engine_day": 6, "engine_hour": 0, "own_cash": 797.0, "rival_cash": 878.0, "margin": -81.0, "plants": { "WHEAT": 3, "STRAWBERRY": 4, "MELON": 12 }, "animals": { "COW": 4, "SHEEP": 2 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW" ] }, { "state_frame": 240, "engine_day": 10, "engine_hour": 0, "own_cash": 3838.0, "rival_cash": 3755.0, "margin": 83.0, "plants": { "WHEAT": 5, "STRAWBERRY": 20, "MELON": 12 }, "animals": { "COW": 6, "SHEEP": 7 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE" ] }, { "state_frame": 456, "engine_day": 19, "engine_hour": 0, "own_cash": 41732.0, "rival_cash": 43219.0, "margin": -1487.0, "plants": { "WHEAT": 24, "STRAWBERRY": 33, "CARROT": 1 }, "animals": { "SHEEP": 11, "COW": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 600, "engine_day": 25, "engine_hour": 0, "own_cash": 50285.0, "rival_cash": 52374.0, "margin": -2089.0, "plants": { "CARROT": 28, "STRAWBERRY": 17, "WHEAT": 13 }, "animals": { "SHEEP": 11, "COW": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 696, "engine_day": 29, "engine_hour": 0, "own_cash": 62377.0, "rival_cash": 65053.0, "margin": -2676.0, "plants": { "CARROT": 21 }, "animals": { "SHEEP": 11, "COW": 6 }, "paid_hands_current": 0, "unlocked_quadrants": [ "NW", "NE", "SW" ] }, { "state_frame": 719, "engine_day": 29, "engine_hour": 23, "own_cash": 75156.0, "rival_cash": 76382.0, "margin": -1226.0, "plants": {}, "animals": { "SHEEP": 11, "COW": 6 }, "paid_hands_current": 11, "unlocked_quadrants": [ "NW", "NE", "SW" ] } ], "id": "361_live_strategic_loss", "episode": 115999868, "title": "A completed hosted loss, not a stalled game", "policy": "Margin361", "submission_using_this_source": 56719676, "source": { "path": "generation/first40_autoresearch_20260928/margin361_astra", "canonical_source_sha256": "f6b6e081f9c9a0fb509186b424251c2593051d78bc5bc6a58d6de93e44a6f94f", "verified_files": 141, "canonical_encoding": "sortedJSON default separators" }, "run_or_panel": "Hosted completed public episode115999868", "scope": "ACTUAL_HOSTED_PUBLIC_REPLAY; own farm/callback logs and public opponent farm only.", "episode_time_utc": "2026-09-30T22:47:45.178832700Z", "provenance": [ { "path": "evaluation/first40_autoresearch_20260928/submission_next_20260930/loss115999868/runtime.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/submission_next_20260930/loss115999868/runtime.json", "sha256": "15356a1a6ac2036b7a4f549f34e9047f8f0e346b5639d4cff4d095c93c61db49" }, { "path": "evaluation/first40_autoresearch_20260928/submission_next_20260930/loss115999868/episode-115999868-agent-0-logs.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/submission_next_20260930/loss115999868/episode-115999868-agent-0-logs.json", "sha256": "9d078d189890936a3e11c47b73ff3d2752908d6eeca8b559ba260e07395348cc" }, { "path": "evaluation/first40_autoresearch_20260928/submission_next_20260930/loss115999868/astra/semantic_parity394_395.json", "absolute_path": "/Users/subramanya/Desktop/projects/Kaggriculture/evaluation/first40_autoresearch_20260928/submission_next_20260930/loss115999868/astra/semantic_parity394_395.json", "sha256": "6e3bd123d0131614d9f72e72cf811cb7b753295a97630c7cbf482cd506d4bd28" } ], "runtime": { "callbacks": 719, "callback_seconds": 63.222255, "maximum_callback": 2.784472, "guard_callbacks": [], "traceback_callbacks": [], "terminal_status": "DONE", "episode_elapsed_seconds": 200.683457 }, "suggested_sequence": "Show similar early cash \u2192 day19 opponentlead \u2192 productive late tours \u2192 terminal own75156 versus rival76382. Separate totalelapsed from owncallback time.", "action_examples": [ { "policy_callback": 0, "returned_action_frame": 1, "engine_day": 0, "engine_hour": 0, "action": { "farmer": [ "PASS" ], "hands": [], "market": [ [ "BUY_PRODUCT", "WHEAT", 5 ] ] } }, { "policy_callback": 143, "returned_action_frame": 144, "engine_day": 5, "engine_hour": 23, "action": { "farmer": [ "PASS" ], "hands": [ [ "PASS" ], [ "WATER" ], [ "WATER" ], [ "WATER" ] ], "market": [] } }, { "policy_callback": 455, "returned_action_frame": 456, "engine_day": 18, "engine_hour": 23, "action": { "farmer": [ "FERTILIZE" ], "hands": [ [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "COLLECT_FERTILIZER" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "WATER" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ] ], "market": [] } }, { "policy_callback": 695, "returned_action_frame": 696, "engine_day": 28, "engine_hour": 23, "action": { "farmer": [ "WATER" ], "hands": [ [ "HARVEST" ], [ "PASS" ], [ "DROP" ], [ "CARE" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "DROP" ], [ "HARVEST" ], [ "PASS" ], [ "COLLECT_FERTILIZER" ], [ "PASS" ], [ "PASS" ] ], "market": [ [ "SELL", "FERTILIZER", 1000 ], [ "SELL", "WHEAT", 1000 ], [ "SELL", "EGG", 1000 ] ] } }, { "policy_callback": 707, "returned_action_frame": 708, "engine_day": 29, "engine_hour": 11, "action": { "farmer": [ "NORTH" ], "hands": [ [ "EAST" ], [ "WATER" ], [ "EAST" ], [ "WATER" ], [ "SOUTH" ], [ "HARVEST" ], [ "HARVEST" ], [ "EAST" ], [ "EAST" ], [ "NORTH" ], [ "WEST" ] ], "market": [] } }, { "policy_callback": 718, "returned_action_frame": 719, "engine_day": 29, "engine_hour": 22, "action": { "farmer": [ "PASS" ], "hands": [ [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "DROP" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ], [ "PASS" ] ], "market": [ [ "SELL", "CARROT", 7 ], [ "SELL", "WOOL", 3 ] ] } } ], "narration_limit": "No guard or exception appeared. Paid extra labor performed real work; this film does not establish a profitable deletion. Local397 also loses this case; do not label it fixed." } ], "recommended_count": 4, "general_limits": [ "Two local recorded games and one actual hosted game must retain their distinct captions.", "No rejected390 recovery is presented as final397 or submitted performance.", "Rendering saved states is not a new evaluated game.", "A video illustrates route/economic behavior; it does not replace the paired cash, source and ordered-input audits." ], "metadata_correction": { "note": "Milestone animal summaries corrected from the public tile animal field. The renderer already counted the raw animal fields correctly; encoded boards and all MP4s are unchanged. Original encoding case input is preserved byte-for-byte.", "original_encoding_case_input": { "path": "evaluation/blog_draft_20260930/site/videos/input_video_cases_frozen.json", "sha256": "27d9f9855f4302af8a85fe40527c7ef52c1bc0d2e958808256ebe1fb85bbb37c" }, "corrected_milestones": 24 } }