Agent skill · research science · tradermonty
trade-performance-coach
Review closed trades, partial exits, and monthly trade aggregates for process adherence, risk discipline, execution quality, and evidence-based trading behavior patterns. Use after trader-memory-core and signal-postmortem have produced records, or when the user asks for a post-trade coach, risk-manager style review, rule-adherence review, next-session operating rules, or psychology-aware trading behavior feedback. This skill does not provide buy/sell advice, therapy, or broker execution.
Why this skill is useful
Provides a structured coaching report based on trade data that the AI wouldn't generate on its own.
What it needs
About 5k tokens when loaded. Last updated 2026-08-06. 2,581 stars on the source repository.
What this skill does
Trade Performance Coach Overview Trade Performance Coach reviews recorded trade outcomes and journal evidence to help a human trader improve their decision process. It converts closed-trade records, postmortem findings, risk rules, and optional market-regime context into an evidence-based coaching report covering: process adherence risk discipline execution quality possible trading-behavior patterns next-session operating rules coach questions for reflection This skill is intended to fill the support role that a risk manager, desk lead, or trading coach might provide in a professional trading environment. It is strictly a process-review skill: it never recommends entering, exiting, buying, selling, shorting, holding, or sizing a specific security. When to Use Use this skill when any of the following are true: A trade has been closed and the user wants a post-trade coaching review. A partial close occurred and the user wants to inspect sizing, stop, or exit behavior. The user has trader-memory-core thesis records and signal-postmortem findings and wants next-session operating rules. The user wants a monthly review of recurring process, risk, execution, or behavior patterns. The user asks for a risk-manager style review of their own recorded trades. The user asks whether a loss was a process error, execution error, market environment issue, or acceptable variance. The user wants possible FOMO, revenge-trade, overconfidence, hesitation, stop-moving, or size-creep patterns flagged with evidence. When Not to Use Do not use this skill to: Pick stocks or rank trade candidates. Approve or reject a live trade as financial advice. Place orders or draft broker instructions. Provide therapy, mental-health diagnosis, or personality assessment. Infer private psychological traits beyond the trade evidence supplied. Shame the user for losses or rule violations. Replace trader-memory-core; this skill consumes journal/thesis records and produces coaching findings. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills tradermonty/trade-performance-coach