Menu
Mutable parameter families with bounds, shadow→canary→promote pipeline, and statistical gates for parameter promotion.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | online-learning |
| description | Mutable parameter families with bounds, shadow→canary→promote pipeline, and statistical gates for parameter promotion. |
The system mutates a small set of bounded parameters weekly based on closed-trade stats and post-mortems. Hard risk caps are NEVER mutated by this loop.
| Family | Examples | Bounds |
|---|---|---|
| sizing_aggression | r1_max_pos_pct, r3_dollar_floor | conservative ≤ value ≤ aggressive |
| stop_distances | default_stop_atr_mult, option_premium_stop_pct | 0.5× ≤ value ≤ 2.0× current |
| entry_filters | min_setup_quality, min_iv_percentile_to_skip | exposed ranges per family |
| regime_thresholds | crisis-overlay vol percentile | 0.75 ≤ value ≤ 0.95 |
| candidate_count | max_candidates_per_scout | 1 ≤ value ≤ 12 |
param_versions row with mode=CANARY.mode=ACTIVE. If fail, revert.How to read market regime classifier output (HMM + crisis overlay) and what each regime implies for trading.
How to pick single-leg options for directional setups. Long premium only for now — SELL-to-open is hard-blocked at the order tools until multi-leg combos get atomic sizing (R5b/R5c will govern short legs when the block lifts).
Framework for trading around earnings — detecting the earnings lock (R6), picking IV-aware structures, and recording post-earnings lessons.
Hard sizing rules (R1-R7) for every proposed paper order. The order tools re-validate these numerically inside the moomoo MCP server — if you skip them, the order is blocked.
Invalidation discipline, exit rules, and portfolio heat — how to manage risk on open paper positions.
End-to-end order flow — thesis → sizing → paper order. Any step failing aborts the whole flow.