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Use when working on dataset materialization, model training, backtesting, scan-edge signals, paper-trading workflows, or experiment artifacts in polymarket-tmax-lab.
Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.
Basé sur la classification professionnelle SOC
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-research-loop |
| description | Use when working on dataset materialization, model training, backtesting, scan-edge signals, paper-trading workflows, or experiment artifacts in polymarket-tmax-lab. |
Use this skill for the research and trading simulation loop.
AGENTS.md.docs/agent-skills/research-loop.mddocs/codebase/modeling.mddocs/codebase/backtest-execution.mdbuild-dataset MUST use --markets-path configs/market_inventory/full_training_set_snapshots.json.
Running without it rebuilds with only 12 example rows (destroys training data).historical_training_set* / historical_backtest_panel overwrite requires --allow-canonical-overwrite.--output-name values for experiments and rely on the automatic artifacts/recovery/ backup when promoting canonical output.scan-edge MUST include --min-model-prob 0.05 --max-model-prob 0.95.scripts/run_price_check.sh and redirect to an absolute logs/price_check.log path. Do not put raw uv run python scripts/log_gamma_prices.py commands directly in crontab.train-advanced --model-name lgbm_emos --variant <variant>.uv run python scripts/quick_eval.py (champion baseline + OOF variants).observation-report, observation-shadow, observation-daemon, approve-live-candidate.exact_public intraday -> documented research intraday -> METAR fallback, target-day only.station-dashboard, station-dashboard-daemon.station-cycle, station-daemon.pmtmax-autoresearch when you are exploring new lgbm_emos candidates around recency_neighbor_oof.data/workspaces/historical_real/parquet/gold/historical_training_set.parquetartifacts/workspaces/<workspace>/models/v2/artifacts/public_models/champion.jsonartifacts/workspaces/ops_daily/signals/v2/scan_edge_latest.jsonartifacts/workspaces/ops_daily/signals/v2/live_pilot_queue.jsonartifacts/workspaces/ops_daily/signals/v2/forward_paper_trades.jsonlogs/daily_experiment.logscripts/run_price_check.shlogs/price_check.log