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Holly AI Pipeline

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Overview

Holly AI is Trade Ideas’ AI-powered alert system. EvalEngine ingests Holly alerts, scores them through the 3-model ensemble, and surfaces high-confidence signals. 
Trade Ideas → CSV Export → holly_import → Auto-Eval → Signal Feed → Bracket Order

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Step 1: Import alerts

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Manual CSV import

Export alerts from Trade Ideas as CSV, then: 
MCP tool: holly_import
Parameter: csv (full CSV content)

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File import

MCP tool: holly_trade_import_file
Parameter: file_path (/path/to/export.csv)
The importer parses Trade Ideas’ non-standard CSV format, computes derived metrics (hold time, MFE, MAE, giveback, R-multiple), and stores in the holly_trades table.

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Step 2: Auto-evaluation

When enabled, the auto-eval pipeline automatically evaluates new Holly alerts: 
MCP tool: auto_eval_toggle
Parameter: enabled: true
Each alert goes through:
  1. Pre-filter — skip if symbol was recently evaluated (dedup window)
  2. Feature extraction — gap %, RVOL, spread, float rotation, extension
  3. 3-model ensemble — Claude + GPT-4o + Gemini score 0–100
  4. Weighted average — ensemble score with disagreement penalty
  5. Signal generation — stored in signal feed with go/no-go verdict
Check pipeline status: auto_eval_status

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Step 3: Review signals

Navigate to /signals to see scored alerts:
  • Score — ensemble weighted average (0–100)
  • Direction — long or short
  • Should trade — go/no-go based on score threshold
  • Symbol — with current quote data
Or query via MCP: signal_feed with optional since, symbol, direction filters.

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Step 4: Execute

For high-confidence signals, execute with full bracket protection: 
MCP tool: place_advanced_bracket
Parameters:
  symbol: "AAPL"
  action: "BUY"
  quantity: 100          # from size_position
  entry: { type: "LMT", price: 185.50 }
  takeProfit: { type: "LMT", price: 187.00 }
  stopLoss: { type: "TRAIL", trailingPercent: 0.5 }

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Holly segments

Your data shows a clear edge difference between Holly segments:
SegmentWin RateAvg RRecommendation
Holly Grail52.3%+0.025Prioritize
Holly Neo48.0%−0.009Reduce or skip

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Key strategies

Top performing Holly strategies (from your autopsy data):
  • Tailwind — momentum continuation
  • Pullback Long — dip buying in uptrend
  • Breakdown Short — breakdown from consolidation
Check strategy rankings: /holly/autopsy or MCP holly_exit_autopsy

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Analytics tools

ToolPurpose
holly_statsAggregate alert statistics
holly_trade_statsHistorical trade metrics
holly_exit_autopsyStrategy leaderboard, giveback analysis
holly_extract_rulesReverse-engineer alert trigger conditions
holly_backtestBacktest extracted rules
trailing_stop_optimizeFind optimal exit strategy per strategy