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Reference · livepage:library-research
Research Specialization (Library) overview
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Page
title
Research Specialization (Library)
displayName
Research Specialization (Library)
slug
library/research
articlePath
wiki/library/research.md
article
# Research Specialization
Processes for systematic research analysis, standards comparison auditing, and extraction verification.
## Processes
- **standards-gap-audit.js** — Generic gap audit process for standards research documents. Audits research/comparison documentation against source extraction text using configurable failure pattern categories.
## Usage
```js
import { process } from './standards-gap-audit.js';
const result = await process({
documents: [
{ name: 'Comparison Doc', path: '/path/to/comparison.md' },
{ name: 'Engineering Changes', path: '/path/to/changes.md' }
],
extractionFile: '/path/to/extraction.txt',
extractionDir: '/path/to/extraction/',
// Optional: custom gap patterns and fix instructions
gapPatterns: [...],
fixInstructions: {...},
domainContext: 'Steel design standard comparison'
}, ctx);
```
documents
Outgoing edges
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- specialization:research·SpecializationTechnical Research
Incoming edges
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- page:index·PageAgentic AI Atlas Wiki