Holly AI Pipeline

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

Step 1: Import alerts

Manual CSV import

Export alerts from Trade Ideas as CSV, then:

MCP tool: holly_import
Parameter: csv (full CSV content)

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.

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:

Pre-filter — skip if symbol was recently evaluated (dedup window)
Feature extraction — gap %, RVOL, spread, float rotation, extension
3-model ensemble — Claude + GPT-4o + Gemini score 0–100
Weighted average — ensemble score with disagreement penalty
Signal generation — stored in signal feed with go/no-go verdict

Check pipeline status: auto_eval_status

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.

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 }

Holly segments

Your data shows a clear edge difference between Holly segments:

Segment	Win Rate	Avg R	Recommendation
Holly Grail	52.3%	+0.025	Prioritize
Holly Neo	48.0%	−0.009	Reduce or skip

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

Analytics tools

Tool	Purpose
`holly_stats`	Aggregate alert statistics
`holly_trade_stats`	Historical trade metrics
`holly_exit_autopsy`	Strategy leaderboard, giveback analysis
`holly_extract_rules`	Reverse-engineer alert trigger conditions
`holly_backtest`	Backtest extracted rules
`trailing_stop_optimize`	Find optimal exit strategy per strategy

Getting Started

Trading Workflows

Holly AI Pipeline

Holly AI Pipeline

Overview

Step 1: Import alerts

Manual CSV import

File import

Step 2: Auto-evaluation

Step 3: Review signals

Step 4: Execute

Holly segments

Key strategies

Analytics tools

​Holly AI Pipeline

​Overview

​Step 1: Import alerts

​Manual CSV import

​File import

​Step 2: Auto-evaluation

​Step 3: Review signals

​Step 4: Execute

​Holly segments

​Key strategies

​Analytics tools

Holly AI Pipeline

Overview

Step 1: Import alerts

Manual CSV import

File import

Step 2: Auto-evaluation

Step 3: Review signals

Step 4: Execute

Holly segments

Key strategies

Analytics tools