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docs: fox multishine policy trains on a laptop CPU in ~90s
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test: vendor the fox teacher state-stream pair (791-shine unbroken ch…
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docs: add multishine-teacher-vs-CPU and fox-multishine-policy tasks
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feat: 8x the action_frame table from a live Mewtwo pair (9 -> 75 acti…
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Graph Update: pip in /priv/python #1482681737
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fix: pin vladfi1's libmelee fork; document the Dolphin build matrix
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feat: record state-stream pairs from any live script
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test: unstick StyleCard gate count (6 -> 8)
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feat: normalize action_frame at the embedding boundary (task #8 phase…
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refactor: source action-state IDs from ExPhil.Constants
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Add the statestream pair files (were gitignored by pattern; the datas…
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Vacation handoff 24e + commit the state-stream diff dataset (task #8)
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Handoff 2026-07-24d + persist the r17a resume launcher
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Handoff 2026-07-24c: teacher done, policy blocked on parsed-vs-live s…
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Multishine teacher solved: ShineChain v3 + frame-1 aerial shine
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handoff 2026-07-24: GOALS reframe, multishine bridge-wall, r17a resum…
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multishine: analyze the policy's grounded shines — it re-enters, does…
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track the curated BC lists; pull + characterize the G&W corpus (#23)
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PPO: fix 6 never-run breakages; document the architecture blocker
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handoff: r17-quality levers session summary (GPU idle, r17 not launched)
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flywheel P5: SituationIndex — streaming embed shards + cosine retrieval
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data flywheel P1+P2: gap detection, coach report, coverage, retrieval
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