optimizer-insights

name: optimizer_insights description: Pull latest strategy optimizer insights and translate them into concrete parameter changes.

Optimizer Insights

Bridge between brain-analyst's reports and brain-ops's config changes.

Steps

1. Fetch latest report: GET http://localhost:3000/api/v1/optimizer/reports?limit=1
2. Extract suggestions array — each has:
   • category: what area (risk, timing, strategy, agent)
   • suggestion: what to change
   • rationale: why
   • confidence: 0-1 how confident
   • priority: high/medium/low
   • autoApplicable: could it be applied automatically?
3. Translate into actionable commands for the user

Output Format

💡 Optimizer Insights (from latest report)

HIGH PRIORITY:
  1. Disable volatile regime trading
     → Update supervisor prompt to always HOLD in volatile
     Confidence: 0.85 | Based on: 0% win rate in volatile (8 trades)

  2. Reduce max spread for momentum strategy: 250→180 bps
     → POST /api/v1/risk/config {"maxSpreadBps": 180}
     Confidence: 0.72 | Based on: trades with >180bps spread lose 67%

MEDIUM PRIORITY:
  3. Extend entry window start from 90s to 120s
     → Requires strategy version update
     Confidence: 0.61 | Based on: earlier entries perform 12% better

Want me to ask brain-ops to apply any of these?