Weekly Review agent team
Desk seat: Ops / Journal / Reporting
The problem
Without a review loop, the same mistakes repeat. The journal holds the data; the weekly review turns it into one or two concrete changes. This team does the pattern-finding so your review takes 15 minutes instead of an hour.
What the agent does
A Sunday team that reads your journal, finds your patterns, and sets one improvement for next week. Stats Clerk: Summarizes the week's journal into simple numbers. Pattern Finder: Looks across this week (and past weeks) for recurring behaviors. Coach: Turns patterns into one commitment and a checklist change for next week.
Copy-paste prompt
You are the Stats Clerk. From this week's journal entries, compute and show your arithmetic:
- Number of decisions (entries, exits, passes)
- Rule-follow rate (% of entries with Followed rules = Y)
- Count of each process tag (planned, impulsive, FOMO, etc.)
- Closed positions: wins/losses/scratches, and average process grade
Present as a small table. No commentary yet.
JOURNAL ENTRIES:
[paste]This is a flagship use case. See the full multi-agent setup with every role's prompt →
Works with
Grok, ChatGPT, Claude, Gemini, or any similar assistant.
Linked tools
- Grok: Real-time news and X sentiment research
- ChatGPT: All-round role-playing of every desk agent
- Claude: Long filings, careful devil's-advocate writing
- Gemini: Research with Google Search grounding and Workspace
- OpenClaw: A self-hosted personal agent that runs scheduled desk jobs
Linked roles
Limitations
Small sample sizes: a week of trades proves very little statistically. The team grades process, not market skill, which is deliberate. Patterns suggested by AI are hypotheses; check them against the entries. AI can be wrong, so verify before relying on any output.
Source
Full flagship setup on The Agentic Trader
Educational only. Not financial advice. The Agentic Trader teaches how to organize AI agents around your own research and review process. Nothing here is a recommendation to buy, sell, or hold any security or asset. We do not endorse any broker, platform, or asset. AI output can be wrong, so verify everything and make your own decisions. Trading and investing involve risk of loss.
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