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Quote Engine Active Set: Peak Concurrently-Live Quotes
Pre-Aggregation Bucket Labels: Canonical-Form Group IDs for Multi-Venue Symbols
Counterparty Activity Shift: Largest Trade-Count Differential Across Two Sessions
Counterparty Gross-Notional Aggregator: Magnitude-Sorted Roll-Up
Counterparty Rotation Indicator: Day-Over-Day Symmetric-Difference Series
Open-Order Dashboard Tile: Distinct Symbols Currently In Play
Fills-Audit Frequency Probe: First Order-ID Whose Lifecycle Hits Exactly k FIX Events
FIX-Style Trailing Checksum Verify: Trinary Label Per Pipe-Delimited Message
FIX-Style Tag Extract: First Value for a Numeric Tag in a Pipe-Delimited Message
Order-Event Footprint: Most-Frequent Consecutive Event-Pair
Tape-Anomaly Detector: Most-Repeated Trade Fingerprint
End-of-Day Net Positions from a Raw Trade Tape
Counterparty Diversity Diagnostic: Running Distinct Counterparty Count
Valid Palindrome (Alphanumeric, Case-Insensitive)