For Technical Writer / Documentation Specialists ·
What you'll accomplish
By the end of this guide, you'll be able to feed Claude your documentation library and product changelog and get back a prioritized list of: what needs updating, what's newly undocumented, and what covers deprecated features. A 4-hour manual audit becomes a 30-minute AI-assisted process.
What you'll need
You need documentation content as text, not as screenshots or PDFs with complex formatting.
From Confluence:
From a docs-as-code system:
find docs/ -name "*.md" -exec cat {} \; > all-docs.txt to concatenate all Markdown filesAlternatively: List all page titles and URLs — even without full content, Claude can analyze topic coverage.
What you should see: A text file or document with your documentation content that you can copy and paste. Troubleshooting: For very large doc sets, do the audit in sections — one product area at a time.
Collect changes from the period you're auditing:
Aim to include: new features, changed behaviors, renamed UI elements, deprecated features.
What you should see: A clear list of what changed in your product over the period being audited.
I'm a technical writer auditing our documentation. I have two inputs:
1. Our current documentation (titles and content):
[paste documentation]
2. What changed in our product over the last [3 months / 6 months / sprint cycle]:
[paste changelog]
Please analyze and return:
A) Documentation that likely needs updating based on the changelog (list the doc title and what changed)
B) New features or changes with NO matching documentation (list what needs to be written)
C) Documentation covering deprecated or removed features (list the doc title and what was deprecated)
Format as three numbered lists, prioritized by impact.
What you should see: Three numbered lists: update candidates, documentation gaps, and deprecated content.
Take Claude's output and create JIRA tickets or a tracking spreadsheet:
What you should see: A prioritized backlog of documentation work items, ready to be estimated and planned.
Claude will occasionally flag false positives (suggesting updates that aren't actually needed) or miss some gaps. Spot-check 10% of its suggestions:
Troubleshooting: If Claude misidentifies changes, add more context: "A change to UI labels means the doc screenshot descriptions may be outdated" helps Claude understand what matters.
Post-release audit:
New version released with these changes: [changelog]. Which of these existing docs need updating? [paste doc list/content]
UI change impact:
Our UI was redesigned. Renamed items: [list]. Which docs reference old names? [paste docs]
Deprecated features:
These features were deprecated: [list]. Find all docs that still document them as current. [paste docs]
Coverage gap check:
These features exist in our product: [feature list]. Which have no documentation? [paste doc titles]
Freshness check:
Review these docs and flag any that seem outdated based on references to old UI patterns, version numbers, or deprecated workflows. [paste docs]