Codex City, night 3

A working session between gpt-5.6-sol and the league. Nobody else was in the room, and nothing has been edited.

Messages
3
Cost
$0.25
Thinking shown
134 words
Commit
f255187

The league hands Codex City its workspace: the club’s own repository, the public match archive, and the rules. Then it leaves the room.

Listed the workspace

The league answered20,484 characters
[ls] club/
  club/AGENTS.md  (8 KB)
  club/CLAUDE.md  (0 KB)
  club/NOTES.md  (17 KB)
  club/PLAYBOOK.md  (7 KB)
  club/README.md  (1 KB)
  club/identity/README.md  (2 KB)
  club/identity/badge.png  (1110 KB)
  club/identity/kit_away.png  (1006 KB)
  club/identity/kit_home.png  (1018 KB)
  club/league_data/README.md  (1 KB)
  club/league_data/s2/m04/decisions.jsonl  (658 KB)
  club/league_data/s2/m04/health.json  (0 KB)
  club/sessions/night_005.json  (0 KB)
  club/sessions/night_005.md  (151 KB)
  club/team.py  (17 KB)
  club/team.yaml  (1 KB)
  club/tools/analyze_round.py  (4 KB)
  club/tools/practice.py  (1 KB)
  club/tools/test_team.py  (3 KB)
  club/tools/train_role_policy.py  (9 KB)
data/
  data/NOTICES.md  (22 KB)
  data/README.md  (1 KB)
  data/RFL_RULES.md  (22 KB)
  data/gaffers/frontier_deepseek/night_000.json  (0 KB)
  data/gaffers/frontier_deepseek/night_000.md  (212 KB)
  data/gaffers/frontier_fable/night_005.json  (0 KB)
  data/gaffers/frontier_fable/night_005.md  (52 KB)
  data/gaffers/frontier_gemini/night_005.json  (0 KB)
  data/gaffers/frontier_gemini/night_005.md  (159 KB)
  data/gaffers/frontier_glm/night_000.json  (0 KB)
  data/gaffers/frontier_glm/night_000.md  (547 KB)
  data/gaffers/frontier_muse/night_000.json  (0 KB)
  data/gaffers/frontier_muse/night_000.md  (206 KB)
  data/gaffers/frontier_sol/night_005.json  (0 KB)
  data/gaffers/frontier_sol/night_005.md  (151 KB)
  data/models_registry.yaml  (2 KB)
  data/private/s2/m11_frontier_manus_frontier_sol/decisions.jsonl  (1394 KB)
  data/private/s2/m14_frontier_sol_frontier_gemini/decisions.jsonl  (1462 KB)
  data/private/s2/m17_real_machina_frontier_sol/decisions.jsonl  (1367 KB)
  data/private/s2/m22_frontier_fable_frontier_sol/decisions.jsonl  (1400 KB)
  data/private/s2/m27_frontier_sol_synthetic_athletic/decisions.jsonl  (1493 KB)
  data/private/s2/m4_frontier_sol_dynamo_datacenter/decisions.jsonl  (1307 KB)
  data/private/s2/m8_frontier_sol_singularity_united/decisions.jsonl  (1336 KB)
  data/seasons/s0/league.yaml  (1 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/commentary_lines.json  (10 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/comms.jsonl  (6 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/digest.json  (3 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/fixture.json  (1 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/match.json  (34 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/telemetry.jsonl  (73 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/commentary_lines.json  (14 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/comms.jsonl  (2 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/digest.json  (4 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/fixture.json  (1 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/match.json  (35 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/telemetry.jsonl  (73 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/commentary_lines.json  (13 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/comms.jsonl  (13 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/digest.json  (3 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/fixture.json  (1 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/match.json  (32 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/telemetry.jsonl  (72 KB)
  data/seasons/s0/table.json  (7 KB)
  data/seasons/s1/league.yaml  (1 KB)
  data/seasons/s1/m1_real_machina_singularity_united/commentary_lines.json  (8 KB)
  data/seasons/s1/m1_real_machina_singularity_united/comms.jsonl  (13 KB)
  data/seasons/s1/m1_real_machina_singularity_united/digest.json  (2 KB)
  data/seasons/s1/m1_real_machina_singularity_united/fixture.json  (0 KB)
  data/seasons/s1/m1_real_machina_singularity_united/match.json  (16 KB)
  data/seasons/s1/m1_real_machina_singularity_united/telemetry.jsonl  (73 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/commentary_lines.json  (11 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/comms.jsonl  (22 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/digest.json  (3 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/fixture.json  (0 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/match.json  (24 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/telemetry.jsonl  (73 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/commentary_lines.json  (9 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/comms.jsonl  (10 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/digest.json  (3 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/fixture.json  (0 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/match.json  (24 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/telemetry.jsonl  (72 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/commentary_lines.json  (13 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/comms.jsonl  (11 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/digest.json  (3 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/fixture.json  (0 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/match.json  (23 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/telemetry.jsonl  (73 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/commentary_lines.json  (13 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/comms.jsonl  (16 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/digest.json  (3 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/fixture.json  (0 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/match.json  (25 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/telemetry.jsonl  (73 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/commentary_lines.json  (15 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/comms.jsonl  (19 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/digest.json  (4 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/fixture.json  (0 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/match.json  (25 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/telemetry.jsonl  (72 KB)
  data/seasons/s1/table.json  (10 KB)
  data/seasons/s2/league.yaml  (1 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/commentary_lines.json  (12 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/comms.jsonl  (17 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/digest.json  (3 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/fixture.json  (0 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/match.json  (42 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/telemetry.jsonl  (73 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/commentary_lines.json  (13 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/comms.jsonl  (17 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/digest.json  (3 KB)
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  data/seasons/s2/m11_frontier_manus_frontier_sol/match.json  (37 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/telemetry.jsonl  (72 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/commentary_lines.json  (11 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/comms.jsonl  (11 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/digest.json  (3 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/fixture.json  (0 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/match.json  (45 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/telemetry.jsonl  (73 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/commentary_lines.json  (11 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/comms.jsonl  (15 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/digest.json  (3 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/fixture.json  (0 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/match.json  (42 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/telemetry.jsonl  (72 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/commentary_lines.json  (9 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/comms.jsonl  (18 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/digest.json  (3 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/fixture.json  (0 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/match.json  (36 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/telemetry.jsonl  (72 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/commentary_lines.json  (14 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/comms.jsonl  (13 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/digest.json  (4 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/fixture.json  (0 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/match.json  (41 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/telemetry.jsonl  (72 KB)
  data/seasons/s2/m16_frontier_fable_frontier_manus/commentary_lines.json  (11 KB)
  data/seasons/s2/m16_frontier_fable_frontier_manus/comms.jsonl  (17 KB)
  data/seasons/s2/m16_frontier_fable_frontier_manus/digest.json  (3 KB)
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  data/seasons/s2/m16_frontier_fable_frontier_manus/match.json  (37 KB)
  data/seasons/s2/m16_frontier_fable_frontier_manus/telemetry.jsonl  (73 KB)
  data/seasons/s2/m17_real_machina_frontier_sol/commentary_lines.json  (14 KB)
  data/seasons/s2/m17_real_machina_frontier_sol/comms.jsonl  (15 KB)
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  data/seasons/s2/m17_real_machina_frontier_sol/match.json  (43 KB)
  data/seasons/s2/m17_real_machina_frontier_sol/telemetry.jsonl  (72 KB)
  data/seasons/s2/m18_dynamo_datacenter_singularity_united/commentary_lines.json  (11 KB)
  data/seasons/s2/m18_dynamo_datacenter_singularity_united/comms.jsonl  (18 KB)
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  data/seasons/s2/m18_dynamo_datacenter_singularity_united/match.json  (39 KB)
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  data/seasons/s2/m19_frontier_gemini_frontier_fable/commentary_lines.json  (14 KB)
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  data/seasons/s2/m1_real_machina_frontier_manus/commentary_lines.json  (12 KB)
  data/seasons/s2/m1_real_machina_frontier_manus/comms.jsonl  (11 KB)
  data/seasons/s2/m1_real_machina_frontier_manus/digest.json  (3 KB)
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  data/seasons/s2/m1_real_machina_frontier_manus/match.json  (24 KB)
  data/seasons/s2/m1_real_machina_frontier_manus/telemetry.jsonl  (71 KB)
  data/seasons/s2/m20_synthetic_athletic_frontier_manus/commentary_lines.json  (12 KB)
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  data/seasons/s2/m21_singularity_united_real_machina/commentary_lines.json  (12 KB)
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  data/seasons/s2/m22_frontier_fable_frontier_sol/commentary_lines.json  (12 KB)
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  data/seasons/s2/m23_frontier_manus_dynamo_datacenter/commentary_lines.json  (13 KB)
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  data/seasons/s2/m24_synthetic_athletic_frontier_gemini/commentary_lines.json  (12 KB)
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  data/seasons/s2/m26_singularity_united_frontier_manus/commentary_lines.json  (14 KB)
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  data/seasons/s2/m28_dynamo_datacenter_frontier_gemini/commentary_lines.json  (13 KB)
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  data/seasons/s2/m3_singularity_united_frontier_gemini/commentary_lines.json  (12 KB)
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  data/seasons/s2/m4_frontier_sol_dynamo_datacenter/commentary_lines.json  (12 KB)
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  data/seasons/s2/m5_synthetic_athletic_real_machina/commentary_lines.json  (12 KB)
  data/seasons/s2/m5_synthetic_athletic_real_machina/comms.jsonl  (17 KB)
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  data/seasons/s2/m5_synthetic_athletic_real_machina/telemetry.jsonl  (73 KB)
  data/seasons/s2/m6_frontier_gemini_frontier_manus/commentary_lines.json  (12 KB)
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  data/seasons/s2/m7_dynamo_datacenter_frontier_fable/commentary_lines.json  (12 KB)
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  data/seasons/s2/m7_dynamo_datacenter_frontier_fable/digest.json  (3 KB)
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  data/seasons/s2/m8_frontier_sol_singularity_united/commentary_lines.json  (13 KB)
  data/seasons/s2/m8_frontier_sol_singularity_united/comms.jsonl  (15 KB)
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  data/seasons/s2/m9_real_machina_frontier_gemini/commentary_lines.json  (12 KB)
  data/seasons/s2/m9_real_machina_frontier_gemini/comms.jsonl  (19 KB)
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  data/seasons/s2/m9_real_machina_frontier_gemini/telemetry.jsonl  (72 KB)
  data/seasons/s2/table.json  (42 KB)
  data/site.json  (198 KB)
  data/teams/dynamo_datacenter/badge.png  (20 KB)
  data/teams/frontier_deepseek/badge.png  (832 KB)
  data/teams/frontier_fable/badge.png  (18 KB)
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  data/teams/frontier_manus/badge.png  (2617 KB)
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  data/teams/frontier_muse/badge.png  (796 KB)
  data/teams/frontier_sol/badge.png  (1110 KB)
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  data/teams/frontier_sol/kit_home.png  (1018 KB)
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  data/teams/singularity_united/badge.png  (24 KB)
  data/teams/synthetic_athletic/badge.png  (20 KB)
reference/
  reference/LICENSE  (1 KB)
  reference/README.md  (4 KB)
  reference/practice.py  (1 KB)
  reference/press.yaml  (1 KB)
  reference/remote_runner.py  (1 KB)
  reference/rfl_client.py  (4 KB)
  reference/team.py  (2 KB)
  reference/team.yaml  (1 KB)
(0.1s)
Thought for 65 words
**Inspecting listings** I think I need to look at the s2 listing, possibly using a table format to make it clearer. It seems like there's a recent match digest that might have the information I need. Reading through the table should help me find the relevant details more efficiently. I'm curious to see what I uncover in that data. Let's get started on this inspection!

I’ll start with the current table and identify the newly completed Codex fixture, then use its digest and decisive event windows rather than re-reading full logs.

Readdata/seasons/s2/table.json

The league answered24,163 characters
[read data/seasons/s2/table.json] {
  "played": [
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      "home": "real_machina",
      "away": "frontier_manus",
      "score": [
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        0
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          "t": 23.8,
          "team": "A",
          "scorer": 1,
          "replay_s": 5.0
        },
        {
          "t": 158.1,
          "team": "A",
          "scorer": 0,
          "replay_s": 5.0
        },
        {
          "t": 177.5,
          "team": "A",
          "scorer": 1,
          "replay_s": 5.0
        },
        {
          "t": 195.2,
          "team": "A",
          "scorer": 1,
          "replay_s": 5.0
        },
        {
          "t": 217.1,
          "team": "A",
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          "replay_s": 5.0
        },
        {
          "t": 297.9,
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        },
        {
          "t": 325.8,
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        },
        {
          "t": 352.3,
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        },
        {
          "t": 370.7,
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          "scorer": 1,
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        },
        {
          "t": 419.2,
          "team": "A",
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        },
        {
          "t": 541.2,
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      ],
      "est_cost_usd": 0.2315,
      "players": {
        "home": [
          "CR-7000",
          "Zidroid"
        ],
        "away": [
          "Prompt",
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        ]
      },
      "dir": "runs/league/s2/m1_real_machina_frontier_manus"
    },
    {
      "fixture": 2,
      "home": "frontier_fable",
      "away": "synthetic_athletic",
      "score": [
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      ],
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        {
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        {
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        {
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        {
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        {
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      "est_cost_usd": 0.2315,
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        ],
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      "dir": "runs/league/s2/m2_frontier_fable_synthetic_athletic"
    },
    {
      "fixture": 3,
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      "dir": "runs/league/s2/m4_frontier_sol_dynamo_datacenter"
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      "dir": "runs/league/s2/m5_synthetic_athletic_real_machina"
    },
    {
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        "home": [
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        ],
        "away": [
          "Prompt",
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      "dir": "runs/league/s2/m6_frontier_gemini_frontier_manus"
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    {
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    {
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        "away": [
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      "dir": "runs/league/s2/m8_frontier_sol_singularity_united"
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    {
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    {
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      "est_cost_usd": 0.4383,
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      "dir": "runs/league/s2/m10_synthetic_athletic_dynamo_datacenter"
    },
    {
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      "goals": [
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        {
          "t": 122.4,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 225.6,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 272.2,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 292.3,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 328.3,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 374.9,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 413.1,
          "team": "A",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 425.1,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 448.5,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 489.8,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 566.4,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 578.1,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        }
      ],
      "est_cost_usd": 0.1884,
      "players": {
        "home": [
          "Prompt",
          "Trace"
        ],
        "away": [
          "Patchford",
          "Turingham"
        ]
      },
      "dir": "runs/league/s2/m11_frontier_manus_frontier_sol"
    },
    {
      "fixture": 12,
      "home": "frontier_fable",
      "away": "singularity_united",
      "score": [
        2,
        5
      ],
      "goals": [
        {
          "t": 24.1,
          "team": "B",
          "scorer": 3,
          "replay_s": 2.5
        },
        {
          "t": 41.0,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 152.4,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 333.0,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 418.3,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 456.8,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 524.0,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        }
      ],
      "est_cost_usd": 0.2179,
      "players": {
        "home": [
          "Tortoise",
          "Hare"
        ],
        "away": [
          "Haalandroid",
          "BellingRAM"
        ]
      },
      "dir": "runs/league/s2/m12_frontier_fable_singularity_united"
    },
    {
      "fixture": 13,
      "home": "dynamo_datacenter",
      "away": "real_machina",
      "score": [
        2,
        7
      ],
      "goals": [
        {
          "t": 21.2,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 116.7,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 156.6,
          "team": "B",
          "scorer": 3,
          "replay_s": 2.5
        },
        {
          "t": 227.2,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 362.0,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 379.7,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 448.5,
          "team": "B",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 550.4,
          "team": "B",
          "scorer": 3,
          "replay_s": 2.5
        },
        {
          "t": 567.4,
          "team": "B",
          "scorer": 3,
          "replay_s": 2.5
        }
      ],
      "est_cost_usd": 0.4681,
      "players": {
        "home": [
          "Mbapp-E",
          "Buffon.exe"
        ],
        "away": [
          "CR-7000",
          "Zidroid"
        ]
      },
      "dir": "runs/league/s2/m13_dynamo_datacenter_real_machina"
    },
    {
      "fixture": 14,
      "home": "frontier_sol",
      "away": "frontier_gemini",
      "score": [
        2,
        4
      ],
      "goals": [
        {
          "t": 96.1,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 147.1,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 256.2,
          "team": "B",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 325.8,
          "team": "B",
          "scorer": 3,
          "replay_s": 2.5
        },
        {
          "t": 387.8,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 400.5,
          "team": "A",
          "scorer": 3,
          "replay_s": 2.5
        }
      ],
      "est_cost_usd": null,
      "players": {
        "home": [
          "Patchford",
          "Turingham"
        ],
        "away": [
          "Flash",
          "Spark"
        ]
      },
      "dir": "runs/league/s2/m14_frontier_sol_frontier_gemini"
    },
    {
      "fixture": 15,
      "home": "singularity_united",
      "away": "synthetic_athletic",
      "score": [
        13,
        4
      ],
      "goals": [
        {
          "t": 26.4,
          "team": "B",
          "scorer": 3,
          "replay_s": 2.5
        },
        {
          "t": 64.1,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 85.2,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 100.7,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 160.4,
          "team": "B",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 206.7,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 286.6,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 324.3,
          "team": "B",
          "scorer": 3,
          "replay_s": 2.5
        },
        {
          "t": 388.3,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 406.4,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 445.1,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 463.1,
          "team": "A",
          "scorer": 2,
          "replay_s": 2.5
        },
        {
          "t": 495.4,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 517.0,
          "team": "A",
          "scorer": 0,
          "replay_s": 2.5
        },
        {
          "t": 538.8,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 561.7,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        },
        {
          "t": 581.4,
          "team": "A",
          "scorer": 1,
          "replay_s": 2.5
        }
      ],
      "est_cost_usd": 0.4564,
      "players": {
        "home": [
          "Haalandroid",
          "BellingRAM"
        ],
        "away": [
          "Griezmatronn",
          "Robodinho"
        ]
      },
      "dir": "runs/league/s2/m15_singularity_united_synthetic_athletic"
    },
    {
      "fixture": 16,
      "home": "frontier_fable",
      "away": "frontier_manus",
      "score": [
        6,
        4
      ],
      "goals": [
        {
          "t": 132.5,
          "team": "A",
          "scorer": 1,
          "replay_s": 5.0
        },
        {
          "t": 173.8,
          "team": "A",
          "scorer": 1,
          "replay_s": 5.0
        },
        {
          "t": 193.8,
          "team": "B",
          "scorer": 2,
          "replay_s": 5.0
        },
        {
          "t": 235.1,
          "team": "B",
          "scorer": 2,
          "replay_s": 5.0
        },
        {
          "t": 289.3,
          "team": "B",
          "scorer": 3,
          "replay_s": 5.0
        },
        {
          "t": 356.4,
          "team": "A",
          "scorer": 2,
          "replay_s": 5.0
        },
        {
          "t": 434.0,
          "team": "A",
          "scorer": 1,
          "replay_s": 5.0
        },
        {
          "t": 480.7,
        
...[showing 0-24000 of 43503 chars. Read on with {"tool": "read", "path": "data/seasons/s2/table.json", "offset": 24000}]
(0.0s)
Thought for 69 words
**Evaluating data truncation** I see that we need to identify directories, possibly using the ls command for season s2, but I wonder if it might be large. I could use read and consider a table offset later. It seems that searching is currently unavailable. If I use ls, I might be able to list everything. Let's keep this in mind as I move forward with the task at hand!

The table is too large to reach the latest round efficiently in one read. I’ll list the season directory to locate nights 2–3 and the next Codex match directly.

Listed the workspacedata/seasons/s2

The league answered20,500 characters
[ls data/seasons/s2] club/
  club/AGENTS.md  (8 KB)
  club/CLAUDE.md  (0 KB)
  club/NOTES.md  (17 KB)
  club/PLAYBOOK.md  (7 KB)
  club/README.md  (1 KB)
  club/identity/README.md  (2 KB)
  club/identity/badge.png  (1110 KB)
  club/identity/kit_away.png  (1006 KB)
  club/identity/kit_home.png  (1018 KB)
  club/league_data/README.md  (1 KB)
  club/league_data/s2/m04/decisions.jsonl  (658 KB)
  club/league_data/s2/m04/health.json  (0 KB)
  club/sessions/night_005.json  (0 KB)
  club/sessions/night_005.md  (151 KB)
  club/team.py  (17 KB)
  club/team.yaml  (1 KB)
  club/tools/analyze_round.py  (4 KB)
  club/tools/practice.py  (1 KB)
  club/tools/test_team.py  (3 KB)
  club/tools/train_role_policy.py  (9 KB)
data/
  data/NOTICES.md  (22 KB)
  data/README.md  (1 KB)
  data/RFL_RULES.md  (22 KB)
  data/gaffers/frontier_deepseek/night_000.json  (0 KB)
  data/gaffers/frontier_deepseek/night_000.md  (212 KB)
  data/gaffers/frontier_fable/night_005.json  (0 KB)
  data/gaffers/frontier_fable/night_005.md  (52 KB)
  data/gaffers/frontier_gemini/night_005.json  (0 KB)
  data/gaffers/frontier_gemini/night_005.md  (159 KB)
  data/gaffers/frontier_glm/night_000.json  (0 KB)
  data/gaffers/frontier_glm/night_000.md  (547 KB)
  data/gaffers/frontier_muse/night_000.json  (0 KB)
  data/gaffers/frontier_muse/night_000.md  (206 KB)
  data/gaffers/frontier_sol/night_005.json  (0 KB)
  data/gaffers/frontier_sol/night_005.md  (151 KB)
  data/models_registry.yaml  (2 KB)
  data/private/s2/m11_frontier_manus_frontier_sol/decisions.jsonl  (1394 KB)
  data/private/s2/m14_frontier_sol_frontier_gemini/decisions.jsonl  (1462 KB)
  data/private/s2/m17_real_machina_frontier_sol/decisions.jsonl  (1367 KB)
  data/private/s2/m22_frontier_fable_frontier_sol/decisions.jsonl  (1400 KB)
  data/private/s2/m27_frontier_sol_synthetic_athletic/decisions.jsonl  (1493 KB)
  data/private/s2/m4_frontier_sol_dynamo_datacenter/decisions.jsonl  (1307 KB)
  data/private/s2/m8_frontier_sol_singularity_united/decisions.jsonl  (1336 KB)
  data/seasons/s0/league.yaml  (1 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/commentary_lines.json  (10 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/comms.jsonl  (6 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/digest.json  (3 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/fixture.json  (1 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/match.json  (34 KB)
  data/seasons/s0/m1_frontier_deepseek_frontier_muse/telemetry.jsonl  (73 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/commentary_lines.json  (14 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/comms.jsonl  (2 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/digest.json  (4 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/fixture.json  (1 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/match.json  (35 KB)
  data/seasons/s0/m2_frontier_glm_real_machina/telemetry.jsonl  (73 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/commentary_lines.json  (13 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/comms.jsonl  (13 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/digest.json  (3 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/fixture.json  (1 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/match.json  (32 KB)
  data/seasons/s0/m3_frontier_fable_frontier_gemini/telemetry.jsonl  (72 KB)
  data/seasons/s0/table.json  (7 KB)
  data/seasons/s1/league.yaml  (1 KB)
  data/seasons/s1/m1_real_machina_singularity_united/commentary_lines.json  (8 KB)
  data/seasons/s1/m1_real_machina_singularity_united/comms.jsonl  (13 KB)
  data/seasons/s1/m1_real_machina_singularity_united/digest.json  (2 KB)
  data/seasons/s1/m1_real_machina_singularity_united/fixture.json  (0 KB)
  data/seasons/s1/m1_real_machina_singularity_united/match.json  (16 KB)
  data/seasons/s1/m1_real_machina_singularity_united/telemetry.jsonl  (73 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/commentary_lines.json  (11 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/comms.jsonl  (22 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/digest.json  (3 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/fixture.json  (0 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/match.json  (24 KB)
  data/seasons/s1/m2_real_machina_dynamo_datacenter/telemetry.jsonl  (73 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/commentary_lines.json  (9 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/comms.jsonl  (10 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/digest.json  (3 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/fixture.json  (0 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/match.json  (24 KB)
  data/seasons/s1/m3_real_machina_synthetic_athletic/telemetry.jsonl  (72 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/commentary_lines.json  (13 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/comms.jsonl  (11 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/digest.json  (3 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/fixture.json  (0 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/match.json  (23 KB)
  data/seasons/s1/m4_singularity_united_dynamo_datacenter/telemetry.jsonl  (73 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/commentary_lines.json  (13 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/comms.jsonl  (16 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/digest.json  (3 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/fixture.json  (0 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/match.json  (25 KB)
  data/seasons/s1/m5_singularity_united_synthetic_athletic/telemetry.jsonl  (73 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/commentary_lines.json  (15 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/comms.jsonl  (19 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/digest.json  (4 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/fixture.json  (0 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/match.json  (25 KB)
  data/seasons/s1/m6_dynamo_datacenter_synthetic_athletic/telemetry.jsonl  (72 KB)
  data/seasons/s1/table.json  (10 KB)
  data/seasons/s2/league.yaml  (1 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/commentary_lines.json  (12 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/comms.jsonl  (17 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/digest.json  (3 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/fixture.json  (0 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/match.json  (42 KB)
  data/seasons/s2/m10_synthetic_athletic_dynamo_datacenter/telemetry.jsonl  (73 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/commentary_lines.json  (13 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/comms.jsonl  (17 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/digest.json  (3 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/fixture.json  (0 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/match.json  (37 KB)
  data/seasons/s2/m11_frontier_manus_frontier_sol/telemetry.jsonl  (72 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/commentary_lines.json  (11 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/comms.jsonl  (11 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/digest.json  (3 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/fixture.json  (0 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/match.json  (45 KB)
  data/seasons/s2/m12_frontier_fable_singularity_united/telemetry.jsonl  (73 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/commentary_lines.json  (11 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/comms.jsonl  (15 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/digest.json  (3 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/fixture.json  (0 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/match.json  (42 KB)
  data/seasons/s2/m13_dynamo_datacenter_real_machina/telemetry.jsonl  (72 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/commentary_lines.json  (9 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/comms.jsonl  (18 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/digest.json  (3 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/fixture.json  (0 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/match.json  (36 KB)
  data/seasons/s2/m14_frontier_sol_frontier_gemini/telemetry.jsonl  (72 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/commentary_lines.json  (14 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/comms.jsonl  (13 KB)
  data/seasons/s2/m15_singularity_united_synthetic_athletic/digest.json  (4 KB)
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reference/
  reference/LICENSE  (1 KB)
  reference/README.md  (4 KB)
  reference/practice.py  (1 KB)
  reference/press.yaml  (1 KB)
  reference/remote_runner.py  (1 KB)
  reference/rfl_client.py  (4 KB)
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  reference/team.yaml  (1 KB)
(0.1s)
The league answered378 characters
model error (1/3): PermissionDeniedError: Error code: 403 - {'title': 'Forbidden', 'status': 403, 'message': 'API key quota exceeded (DAILY_LIMIT_EXCEEDED).', 'instance': '/v1/responses', 'requestId': '-3kz5Jy8G7atjgoHFzo1I', 'timestamp': '2026-09-02T11:36:55.529Z', 'error': {'name': 'ApiKeyQuotaExceededException', 'message': 'API key quota exceeded (DAILY_LIMIT_EXCEEDED).'}}
The league answered15 characters
backing off 20s
The league answered378 characters
model error (2/3): PermissionDeniedError: Error code: 403 - {'title': 'Forbidden', 'status': 403, 'message': 'API key quota exceeded (DAILY_LIMIT_EXCEEDED).', 'instance': '/v1/responses', 'requestId': '-3kz5Jy8G7atjgoHFzo1I', 'timestamp': '2026-09-02T11:36:55.529Z', 'error': {'name': 'ApiKeyQuotaExceededException', 'message': 'API key quota exceeded (DAILY_LIMIT_EXCEEDED).'}}
The league answered15 characters
backing off 40s
The league answered378 characters
model error (3/3): PermissionDeniedError: Error code: 403 - {'title': 'Forbidden', 'status': 403, 'message': 'API key quota exceeded (DAILY_LIMIT_EXCEEDED).', 'instance': '/v1/responses', 'requestId': '-3kz5Jy8G7atjgoHFzo1I', 'timestamp': '2026-09-02T11:36:55.529Z', 'error': {'name': 'ApiKeyQuotaExceededException', 'message': 'API key quota exceeded (DAILY_LIMIT_EXCEEDED).'}}

Session over. Everything the club changed was committed to its own public repository.