AI Skill Report Card
Cataloging Historical Textile Patterns
Quick Start13 / 15
Given a digitized pattern book entry (e.g., "The Complete Book of Bertha Hayes' Patterns: 75 Drafts and Designs"), produce a structured record:
Title: The Complete Book of Bertha Hayes' Patterns
Subtitle: 75 Drafts and Design Variations
Author/Compiler: Bertha Hayes
Item count: 75 drafts
Source/Repository: HathiTrust Digital Library
Access: Full View (public domain or open access)
Pattern index: [draft #1 - name/type, #2 - name/type, ...]
Structural notes: [threading, treadling, tie-up conventions used]
Condition/digitization notes: [scan quality, missing pages, foldouts]
Fill in fields from available metadata; mark unknowns as [unverified] rather than guessing.
Recommendation▾
Example 2 feels disconnected from the core skill (textile cataloging) and dilutes focus — consider replacing with a second concrete pattern-cataloging example (e.g., an ambiguous/illegible draft case) to strengthen the examples section.
Workflow12 / 15
Progress:
- Identify source record (title, author, repository, access level/rights status)
- Extract bibliographic metadata (publisher, date, edition, page/draft count)
- Enumerate individual patterns/drafts with sequential numbering
- Classify each draft by structure type (e.g., overshot, twill, M's and O's, summer-and-winter)
- Note any accompanying notation system (threading draft, tie-up, treadling, drawdown)
- Record digitization/access quirks (full view vs. limited, missing drafts, watermarks)
- Cross-reference against known published indexes if the work is a reprint or compilation
- Flag ambiguous or illegible content explicitly rather than inferring
- Confirm rights/access status first. HathiTrust and similar repositories mark items as "Full View," "Limited (search-only)," or "Google-digitized." This determines what content can be transcribed or quoted.
- Separate bibliographic metadata from content metadata. Title/author/publisher is bibliographic; individual draft names/numbers are content-level.
- Number drafts sequentially as cataloged, even if the original numbering is inconsistent — note the discrepancy.
- Use standard weaving terminology when classifying structures (twill, overshot, crackle, huck, etc.) rather than inventing new categories.
- Preserve original spelling/naming of pattern names (e.g., "Bertha Hayes' Star") even if nonstandard.
Recommendation▾
Add a worked example showing actual threading/treadling/tie-up notation transcription, since that's core to 'structural information' extraction mentioned in the description but never demonstrated.
Examples12 / 20
Example 1: Input: "The complete book of Bertha Hayes' patterns: 75 drafts and design... - Full View - HathiTrust" Output:
Title: The Complete Book of Bertha Hayes' Patterns
Subtitle: 75 Drafts and Design Variations
Repository: HathiTrust Digital Library
Access status: Full View (viewable/downloadable)
Draft count (stated): 75
Catalog note: Title truncated in source listing ("design...") — full subtitle unverified, recommend checking item record page for complete title.
Next steps: Open full item record to confirm author dates, publisher, and publication year; enumerate drafts 1-75 from table of contents if present.
Example 2: Input: A user submits a help-form report about a broken link on a specific HathiTrust pattern book page. Output:
Issue type: Access/technical error report
Affected item: [title/URL as given]
Summary: User unable to load Full View page for pattern book
Recommended fields to request: browser/OS, exact error message, screenshot, whether issue is page-specific or site-wide
Routing: Technical support queue (not a cataloging/metadata issue)
Recommendation▾
Include a brief reference list or table of standard weave structure terms (twill, overshot, crackle, huck, M's and O's) so Claude has a concrete classification framework rather than just naming examples inline.
Best Practices
- Always distinguish verified metadata (from title page, colophon) from inferred metadata (from catalog listings, truncated titles).
- When a title is cut off (e.g., ends in "..."), explicitly flag it as truncated and seek the full record rather than guessing the ending.
- For pattern books with numbered drafts, create an index mapping draft number → pattern name → structure type for quick reference.
- Note digitization artifacts (fold-out pages, foldout drafts, handwritten annotations) since these often carry important pattern data in historical weaving manuals.
- When handling user-submitted issue reports (like HathiTrust's feedback form), treat them as a distinct task: capture name, email, summary, item reference, and full description as discrete fields — don't conflate with cataloging work.
Common Pitfalls
- Don't assume a truncated catalog title is complete — "...design" likely continues (e.g., "design variations" or "design collection").
- Don't invent structural classifications for drafts you haven't actually seen; mark as
[structure unverified]if only the title/summary is available. - Don't confuse "Full View" (public access) with full textual transcription rights — check specific reuse/copyright terms if republishing content.
- Don't merge technical support requests (broken links, display bugs) with bibliographic cataloging tasks — they require different handling and routing.