data: add cached Gemma-2B opponent plans

Add reproducible cached opponent decisions for adaptive_t20_v1 dev and official splits to support llm_cached evaluation.

Made-with: Cursor

data/opponent_cache/adaptive_t20_v1_dev_gemma2b.jsonl

@@ -0,0 +1,10 @@
+{"key": "bowling|adaptive_t20_v1|dev:0|first|batting|2.0|18/1|None|powerplay", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:0", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 2, "ball": 0, "score": 18, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Aggressive", "rationale": "Opponent targets a balanced batter in the powerplay phase."}}
+{"key": "reflection|adaptive_t20_v1|dev:0|first|batting|2.0|18/1|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:0", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 2, "ball": 0, "score": 18, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|dev:1|first|batting|8.0|64/3|None|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:1", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 8, "ball": 0, "score": 64, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|dev:1|first|batting|8.0|64/3|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:1", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 8, "ball": 0, "score": 64, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|dev:2|second|batting|16.0|128/5|172|death", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:2", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 128, "wickets": 5, "target": 172, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "stumps", "length": "yorker", "delivery_type": "yorker", "field_setting": "Defensive", "rationale": "Opponent targets a balanced batter in the death phase."}}
+{"key": "reflection|adaptive_t20_v1|dev:2|second|batting|16.0|128/5|172|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:2", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 128, "wickets": 5, "target": 172, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|dev:3|first|bowling|5.0|48/1|None|powerplay", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:3", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 5, "ball": 0, "score": 48, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.7, "rationale": "Opponent bats with powerplay phase risk and 1 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|dev:3|first|bowling|5.0|48/1|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:3", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 5, "ball": 0, "score": 48, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|dev:4|second|bowling|17.0|144/4|168|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:4", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 17, "ball": 0, "score": 144, "wickets": 4, "target": 168, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.75, "rationale": "Opponent bats with death phase risk and 4 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|dev:4|second|bowling|17.0|144/4|168|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "dev:4", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 17, "ball": 0, "score": 144, "wickets": 4, "target": 168, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}

data/opponent_cache/adaptive_t20_v1_official_gemma2b.jsonl

@@ -0,0 +1,120 @@
+{"key": "bowling|adaptive_t20_v1|official:0|first|batting|1.0|12/0|None|powerplay", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:0", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 12, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Aggressive", "rationale": "Opponent targets a balanced batter in the powerplay phase."}}
+{"key": "reflection|adaptive_t20_v1|official:0|first|batting|1.0|12/0|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:0", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 12, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:1|first|batting|6.0|42/2|None|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:1", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 6, "ball": 0, "score": 42, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:1|first|batting|6.0|42/2|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:1", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 6, "ball": 0, "score": 42, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:2|second|batting|10.0|78/3|164|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:2", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 78, "wickets": 3, "target": 164, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:2|second|batting|10.0|78/3|164|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:2", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 78, "wickets": 3, "target": 164, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:3|second|batting|15.0|118/5|186|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:3", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 118, "wickets": 5, "target": 186, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:3|second|batting|15.0|118/5|186|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:3", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 118, "wickets": 5, "target": 186, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:4|second|batting|18.0|152/7|174|death", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:4", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 152, "wickets": 7, "target": 174, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "stumps", "length": "yorker", "delivery_type": "yorker", "field_setting": "Defensive", "rationale": "Opponent targets a balanced batter in the death phase."}}
+{"key": "reflection|adaptive_t20_v1|official:4|second|batting|18.0|152/7|174|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:4", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 152, "wickets": 7, "target": 174, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:5|first|bowling|3.0|30/0|None|powerplay", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:5", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 30, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.7, "rationale": "Opponent bats with powerplay phase risk and 0 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:5|first|bowling|3.0|30/0|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:5", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 30, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:6|first|bowling|9.0|74/2|None|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:6", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 74, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.7, "rationale": "Opponent bats with middle phase risk and 2 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:6|first|bowling|9.0|74/2|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:6", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 74, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:7|second|bowling|14.0|112/4|158|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:7", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 112, "wickets": 4, "target": 158, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "single", "aggression": 0.35, "rationale": "Opponent bats with middle phase risk and 4 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:7|second|bowling|14.0|112/4|158|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:7", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 112, "wickets": 4, "target": 158, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:8|second|bowling|16.0|136/3|172|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:8", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 136, "wickets": 3, "target": 172, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.7, "rationale": "Opponent bats with death phase risk and 3 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:8|second|bowling|16.0|136/3|172|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:8", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 136, "wickets": 3, "target": 172, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:9|second|bowling|19.0|166/7|176|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:9", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 166, "wickets": 7, "target": 176, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.75, "rationale": "Opponent bats with death phase risk and 7 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:9|second|bowling|19.0|166/7|176|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:9", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 166, "wickets": 7, "target": 176, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:10|first|batting|1.0|15/1|None|powerplay", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:10", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 15, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Aggressive", "rationale": "Opponent targets a balanced batter in the powerplay phase."}}
+{"key": "reflection|adaptive_t20_v1|official:10|first|batting|1.0|15/1|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:10", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 15, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:11|first|batting|6.0|45/3|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:11", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 6, "ball": 0, "score": 45, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:12|second|batting|10.0|81/4|166|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:12", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 81, "wickets": 4, "target": 166, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:12|second|batting|10.0|81/4|166|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:12", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 81, "wickets": 4, "target": 166, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:13|second|batting|15.0|121/6|188|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:13", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 121, "wickets": 6, "target": 188, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:13|second|batting|15.0|121/6|188|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:13", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 121, "wickets": 6, "target": 188, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:14|second|batting|18.0|155/8|176|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:14", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 155, "wickets": 8, "target": 176, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:15|first|bowling|3.0|33/1|None|powerplay", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:15", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 33, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.7, "rationale": "Opponent bats with powerplay phase risk and 1 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:15|first|bowling|3.0|33/1|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:15", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 33, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:16|first|bowling|9.0|77/3|None|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:16", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 77, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.35, "rationale": "Opponent bats with middle phase risk and 3 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:16|first|bowling|9.0|77/3|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:16", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 77, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:17|second|bowling|14.0|115/5|160|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:17", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 115, "wickets": 5, "target": 160, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.35, "rationale": "Opponent bats with middle phase risk and 5 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:17|second|bowling|14.0|115/5|160|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:17", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 115, "wickets": 5, "target": 160, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:18|second|bowling|16.0|139/4|174|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:18", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 139, "wickets": 4, "target": 174, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.7, "rationale": "Opponent bats with death phase risk and 4 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:18|second|bowling|16.0|139/4|174|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:18", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 139, "wickets": 4, "target": 174, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:19|second|bowling|19.0|169/8|178|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:19", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 169, "wickets": 8, "target": 178, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.75, "rationale": "Opponent bats with death phase risk and 8 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:19|second|bowling|19.0|169/8|178|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:19", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 169, "wickets": 8, "target": 178, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:20|first|batting|1.0|18/0|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:20", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 18, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:21|first|batting|6.0|48/2|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:21", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 6, "ball": 0, "score": 48, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:22|second|batting|10.0|84/3|168|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:22", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 84, "wickets": 3, "target": 168, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:22|second|batting|10.0|84/3|168|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:22", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 84, "wickets": 3, "target": 168, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:23|second|batting|15.0|124/5|190|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:23", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 124, "wickets": 5, "target": 190, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:23|second|batting|15.0|124/5|190|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:23", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 124, "wickets": 5, "target": 190, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:24|second|batting|18.0|158/7|178|death", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:24", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 158, "wickets": 7, "target": 178, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "stumps", "length": "yorker", "delivery_type": "yorker", "field_setting": "Defensive", "rationale": "Opponent targets a balanced batter in the death phase."}}
+{"key": "reflection|adaptive_t20_v1|official:24|second|batting|18.0|158/7|178|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:24", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 158, "wickets": 7, "target": 178, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:25|first|bowling|3.0|36/0|None|powerplay", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:25", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 36, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.7, "rationale": "Opponent bats with powerplay phase risk and 0 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:25|first|bowling|3.0|36/0|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:25", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 36, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:26|first|bowling|9.0|80/2|None|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:26", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 80, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.7, "rationale": "Opponent bats with middle phase risk and 2 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:26|first|bowling|9.0|80/2|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:26", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 80, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:27|second|bowling|14.0|118/4|162|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:27", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 118, "wickets": 4, "target": 162, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "single", "aggression": 0.35, "rationale": "Opponent bats with middle phase risk and 4 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:27|second|bowling|14.0|118/4|162|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:27", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 118, "wickets": 4, "target": 162, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:28|second|bowling|16.0|142/3|176|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:28", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 142, "wickets": 3, "target": 176, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.7, "rationale": "Opponent bats with death phase risk and 3 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:28|second|bowling|16.0|142/3|176|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:28", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 142, "wickets": 3, "target": 176, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:29|second|bowling|19.0|172/7|180|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:29", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 172, "wickets": 7, "target": 180, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.75, "rationale": "Opponent bats with death phase risk and 7 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:29|second|bowling|19.0|172/7|180|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:29", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 172, "wickets": 7, "target": 180, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:30|first|batting|1.0|21/1|None|powerplay", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:30", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 21, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Aggressive", "rationale": "Opponent targets a balanced batter in the powerplay phase."}}
+{"key": "reflection|adaptive_t20_v1|official:30|first|batting|1.0|21/1|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:30", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 21, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:31|first|batting|6.0|51/3|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:31", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 6, "ball": 0, "score": 51, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:32|second|batting|10.0|87/4|170|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:32", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 87, "wickets": 4, "target": 170, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:32|second|batting|10.0|87/4|170|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:32", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 87, "wickets": 4, "target": 170, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:33|second|batting|15.0|127/6|192|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:33", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 127, "wickets": 6, "target": 192, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:33|second|batting|15.0|127/6|192|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:33", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 127, "wickets": 6, "target": 192, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:34|second|batting|18.0|161/8|180|death", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:34", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 161, "wickets": 8, "target": 180, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "stumps", "length": "yorker", "delivery_type": "yorker", "field_setting": "Defensive", "rationale": "Opponent targets a balanced batter in the death phase."}}
+{"key": "reflection|adaptive_t20_v1|official:34|second|batting|18.0|161/8|180|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:34", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 161, "wickets": 8, "target": 180, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:35|first|bowling|3.0|39/1|None|powerplay", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:35", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 39, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.7, "rationale": "Opponent bats with powerplay phase risk and 1 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:35|first|bowling|3.0|39/1|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:35", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 39, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:36|first|bowling|9.0|83/3|None|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:36", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 83, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "single", "aggression": 0.35, "rationale": "Opponent bats with middle phase risk and 3 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:36|first|bowling|9.0|83/3|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:36", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 83, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:37|second|bowling|14.0|121/5|164|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:37", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 121, "wickets": 5, "target": 164, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.35, "rationale": "Opponent bats with middle phase risk and 5 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:37|second|bowling|14.0|121/5|164|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:37", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 121, "wickets": 5, "target": 164, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:38|second|bowling|16.0|145/4|178|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:38", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 145, "wickets": 4, "target": 178, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.7, "rationale": "Opponent bats with death phase risk and 4 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:38|second|bowling|16.0|145/4|178|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:38", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 145, "wickets": 4, "target": 178, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:39|second|bowling|19.0|175/8|182|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:39", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 175, "wickets": 8, "target": 182, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.75, "rationale": "Opponent bats with death phase risk and 8 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:39|second|bowling|19.0|175/8|182|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:39", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 175, "wickets": 8, "target": 182, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:40|first|batting|1.0|24/0|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:40", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 24, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:41|first|batting|6.0|54/2|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:41", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 6, "ball": 0, "score": 54, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "batting|adaptive_t20_v1|official:45|first|bowling|3.0|42/0|None|powerplay", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:45", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 42, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.7, "rationale": "Opponent bats with powerplay phase risk and 0 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:45|first|bowling|3.0|42/0|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:45", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 42, "wickets": 0, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:46|first|bowling|9.0|86/2|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:46", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 86, "wickets": 2, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:47|second|bowling|14.0|124/4|166|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:47", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 124, "wickets": 4, "target": 166, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:48|second|bowling|16.0|148/3|180|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:48", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 148, "wickets": 3, "target": 180, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:49|second|bowling|19.0|178/7|184|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:49", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 178, "wickets": 7, "target": 184, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.75, "rationale": "Opponent bats with death phase risk and 7 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:49|second|bowling|19.0|178/7|184|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:49", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 178, "wickets": 7, "target": 184, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
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+{"key": "reflection|adaptive_t20_v1|official:50|first|batting|1.0|27/1|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:50", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 1, "ball": 0, "score": 27, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:51|first|batting|6.0|57/3|None|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:51", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 6, "ball": 0, "score": 57, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:51|first|batting|6.0|57/3|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:51", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "first", "over": 6, "ball": 0, "score": 57, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:52|second|batting|10.0|93/4|174|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:52", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 93, "wickets": 4, "target": 174, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:52|second|batting|10.0|93/4|174|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:52", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 10, "ball": 0, "score": 93, "wickets": 4, "target": 174, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:53|second|batting|15.0|133/6|196|middle", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:53", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 133, "wickets": 6, "target": 196, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "spin", "line": "outside off", "length": "good length", "delivery_type": "stock", "field_setting": "Balanced", "rationale": "Opponent targets a balanced batter in the middle phase."}}
+{"key": "reflection|adaptive_t20_v1|official:53|second|batting|15.0|133/6|196|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:53", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 15, "ball": 0, "score": 133, "wickets": 6, "target": 196, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "bowling|adaptive_t20_v1|official:54|second|batting|18.0|167/8|184|death", "kind": "bowling", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:54", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 167, "wickets": 8, "target": 184, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"bowler_type": "pace", "line": "stumps", "length": "yorker", "delivery_type": "yorker", "field_setting": "Defensive", "rationale": "Opponent targets a balanced batter in the death phase."}}
+{"key": "reflection|adaptive_t20_v1|official:54|second|batting|18.0|167/8|184|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:54", "game_state": "batting", "strategic_phase": "pre_ball", "innings": "second", "over": 18, "ball": 0, "score": 167, "wickets": 8, "target": 184, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:55|first|bowling|3.0|45/1|None|powerplay", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:55", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 45, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "six", "aggression": 0.7, "rationale": "Opponent bats with powerplay phase risk and 1 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:55|first|bowling|3.0|45/1|None|powerplay", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:55", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 3, "ball": 0, "score": 45, "wickets": 1, "target": null, "phase": "powerplay", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:56|first|bowling|9.0|89/3|None|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:56", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 89, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.35, "rationale": "Opponent bats with middle phase risk and 3 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:56|first|bowling|9.0|89/3|None|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:56", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "first", "over": 9, "ball": 0, "score": 89, "wickets": 3, "target": null, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:57|second|bowling|14.0|127/5|168|middle", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:57", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 127, "wickets": 5, "target": 168, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "single", "aggression": 0.35, "rationale": "Opponent bats with middle phase risk and 5 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:57|second|bowling|14.0|127/5|168|middle", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:57", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 14, "ball": 0, "score": 127, "wickets": 5, "target": 168, "phase": "middle", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:58|second|bowling|16.0|151/4|182|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:58", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 151, "wickets": 4, "target": 182, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "rotate", "aggression": 0.7, "rationale": "Opponent bats with death phase risk and 4 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:58|second|bowling|16.0|151/4|182|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:58", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 16, "ball": 0, "score": 151, "wickets": 4, "target": 182, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}
+{"key": "batting|adaptive_t20_v1|official:59|second|bowling|19.0|181/8|186|death", "kind": "batting", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:59", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 181, "wickets": 8, "target": 186, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"shot_intent": "boundary", "aggression": 0.75, "rationale": "Opponent bats with death phase risk and 8 wickets down."}}
+{"key": "reflection|adaptive_t20_v1|official:59|second|bowling|19.0|181/8|186|death", "kind": "reflection", "context": {"eval_pack_id": "adaptive_t20_v1", "scenario_id": "official:59", "game_state": "bowling", "strategic_phase": "pre_ball", "innings": "second", "over": 19, "ball": 0, "score": 181, "wickets": 8, "target": 186, "phase": "death", "field_setting": "Balanced", "current_batter": {"name": "Benchmark Batter", "style": "balanced", "aggression": 0.5}, "current_bowler": {"name": "Benchmark Bowler", "type": "pace", "style": "stock"}, "batting_strategy": {}, "bowling_strategy": {}, "shot_plan": {}, "delivery_plan": {}}, "plan": {"reflection": "Outcome was controlled; opponent holds the current plan."}}