# KB Measurement Report

Generated from 26 runs across 24 distinct signatures.

## Recommender confidence
- high: 23
- medium: 1
- low: 3

## Overall fill + citation
- Fill rate: **60/86** (69.8%)
- Avg citations per run: **1.38**
- Avg turns per run: 6.6

## Citation coverage by (role, city, state)
- Combos with ≥1 citation: 9
- Combos with ok fills but 0 citations: 31

## Item 3 decision signal
Non-zero: there are **combos that succeeded but never triggered playbook_memory boost**. Candidates for item 3 investigation:
- Machine Operator in Indianapolis, IN: 1/1 ok, 0 cites
- Assembler in Indianapolis, IN: 2/2 ok, 0 cites
- Warehouse Associate in Indianapolis, IN: 1/1 ok, 0 cites
- Forklift Operator in Cleveland, OH: 1/1 ok, 0 cites
- Assembler in Cleveland, OH: 2/2 ok, 0 cites