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Use when running the recency_neighbor_oof-centered autoresearch loop, editing candidate YAML specs, gating new LGBM variants, or promoting winners in polymarket-tmax-lab.
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Based on SOC occupation classification
Use when running the LGBM autoresearch loop, editing candidate YAML specs, gating new variants, or promoting winners in polymarket-tmax-lab.
Use when working on bootstrap-lab, warehouse management, seed export or restore, legacy raw/parquet cleanup, or canonical data layout in polymarket-tmax-lab.
Use when working on dataset materialization, model training, backtesting, scan-edge signals, paper-trading workflows, or experiment artifacts in polymarket-tmax-lab.
Use when working on bootstrap-lab, warehouse management, seed export or restore, legacy raw/parquet cleanup, or canonical data layout in polymarket-tmax-lab.
Use when working on dataset materialization, model training, backtesting, scan-edge signals, paper-trading workflows, or experiment artifacts in polymarket-tmax-lab.
Use when running the LGBM autoresearch loop, editing candidate YAML specs, gating new variants, or promoting winners in polymarket-tmax-lab.
| name | pmtmax-autoresearch |
| description | Use when running the recency_neighbor_oof-centered autoresearch loop, editing candidate YAML specs, gating new LGBM variants, or promoting winners in polymarket-tmax-lab. |
Use this skill for the agent-driven autoresearch loop around lgbm_emos.
AGENTS.md.docs/agent-skills/autoresearch.mddocs/agent-skills/research-loop.mddocs/codebase/modeling.mdrecency_neighbor_oof unless the run manifest says otherwise.artifacts/autoresearch/<run_tag>/candidates/.autoresearch-step for quick keep/discard/crash, then autoresearch-gate, then autoresearch-analyze-paper.historical_training_set* / historical_backtest_panel stay immutable unless explicitly promoted elsewhere.champion publish is never implicit; autoresearch-promote never publishes aliases.artifacts/autoresearch/<run_tag>/configs/autoresearch/lgbm_emos/promoted/artifacts/autoresearch/<run_tag>/models/artifacts/autoresearch/<run_tag>/program.md