# Automation Opportunity Detection

> Search target scope for manual registries, hardcoded references, static lists, and duplicated discovery logic; then classify each finding with count, location, role, and maintenance signal.

Record: `algo:automation-opportunity-detection`
Kind: automation
Canonical: https://banes-lab.com/ontology/algorithms#algo-automation-opportunity-detection
Closure: https://banes-lab.com/json/records/algo/automation-opportunity-detection/closure

## stage

- [orient](https://banes-lab.com/records/stage/orient.md)

## axis

- [ontology](https://banes-lab.com/records/reason/axis-ontology.md)

## derived-by

- [Automation Kernel](https://banes-lab.com/records/algo/automation-kernel.md)