npx claudepluginhub pjt222/agent-almanacThis skill uses the workspace's default tool permissions.
---
Catalogs and classifies library materials using Dewey Decimal, LCC, subject headings, MARC records, and authority control. Useful for organizing personal/institutional libraries, assigning call numbers, or reclassifying collections.
Audits and curates Zotero libraries: detects duplicate DOIs, orphan items without required tags, proposes collection rebinds and tag hygiene reports, generates preview-only cleanup plans.
Reviews and curates Forge library of agents, skills, templates. Detects duplicates, staleness, quality issues, orphans; produces reports with merge, archive, promote recommendations. For library audits, cleanup, stats.
Share bugs, ideas, or general feedback.
Build, assess, and maintain a library collection through strategic acquisitions, systematic weeding, usage analysis, and responsive reader advisory.
Establish the guiding document for all acquisition and weeding decisions.
Collection Development Policy Template:
1. MISSION STATEMENT
What is the collection for? Who does it serve?
Example: "Support the undergraduate curriculum in the
humanities and social sciences with current and
foundational works."
2. SCOPE
+-------------------+------------------------------------------+
| Element | Definition |
+-------------------+------------------------------------------+
| Subject areas | List of disciplines collected |
| Depth levels | Basic, instructional, research, |
| | comprehensive, exhaustive |
| Formats | Print, ebook, audiobook, media, serial |
| Languages | Primary and secondary languages |
| Chronological | Current only, or retrospective |
| Geographic | Any focus area or exclusion |
+-------------------+------------------------------------------+
3. SELECTION CRITERIA (in priority order)
a. Relevance to mission and audience needs
b. Authority and reputation of author/publisher
c. Currency (publication date vs. field currency)
d. Quality of content (reviews, awards, citations)
e. Format suitability (print vs. digital)
f. Cost relative to budget and expected use
g. Representation: diversity of perspectives and voices
4. WEEDING GUIDELINES
- Frequency: annual review cycle
- Method: CREW/MUSTIE (see Step 4)
- Disposition: sale, donation, recycling
5. REVIEW SCHEDULE
- Policy reviewed and updated every 3 years
Expected: A written policy that guides consistent, defensible acquisition and weeding decisions.
On failure: If a formal policy seems excessive for a small collection, write a one-page scope statement covering mission, subjects collected, and basic selection criteria. Even a brief statement prevents drift.
Understand what you have before deciding what to add or remove.
Collection Assessment Methods:
1. QUANTITATIVE ANALYSIS
- Total volumes by subject area (using call number ranges)
- Age distribution: what percentage published in last 5, 10, 20 years?
- Format breakdown: print vs. digital vs. media
- Circulation data: items checked out in last 1, 3, 5 years
- Holds-to-copies ratio: >3:1 = need more copies
2. QUALITATIVE ANALYSIS
- Spot-check condition (see preserve-materials condition survey)
- Check currency: are key reference works up to date?
- Compare against standard bibliographies or peer collections
- Identify gaps: subjects in scope but underrepresented
3. USAGE ANALYSIS
+-------------------+------------------+-------------------------+
| Metric | What It Shows | Action |
+-------------------+------------------+-------------------------+
| High circ, few | Popular subject, | Buy more in this area |
| copies | unmet demand | |
+-------------------+------------------+-------------------------+
| Zero circ in | Possible dead | Evaluate for weeding |
| 5 years | weight | |
+-------------------+------------------+-------------------------+
| High ILL requests | Gap in own | Acquire in this subject |
| in a subject | collection | |
+-------------------+------------------+-------------------------+
| Many copies, low | Over-purchased | Weed duplicates |
| circ per copy | | |
+-------------------+------------------+-------------------------+
Collection Map: Create a grid of subjects vs. depth levels.
Mark each cell as: Strong, Adequate, Weak, or Not Collected.
This visual map reveals gaps and overlaps at a glance.
Expected: A clear picture of the collection's strengths, weaknesses, gaps, and deadweight, supported by data.
On failure: If circulation data is unavailable (no automated system), use shelf observation: dusty, tightly packed books that haven't moved indicate low use. In-library use can be estimated by counting items left on tables rather than reshelved.
Select and purchase materials that fill gaps and serve user needs.
Acquisition Workflow:
1. IDENTIFY needs from:
- Collection assessment gaps
- User requests and purchase suggestions
- Curriculum changes or new research areas
- Professional review sources (Choice, Kirkus, Booklist,
Publishers Weekly, discipline-specific journals)
- Bestseller and award lists
2. EVALUATE each candidate against selection criteria (Step 1)
3. DECIDE using the Selection Decision Matrix:
+-------------+-------------+------------------+
| Relevance | Quality | Decision |
+-------------+-------------+------------------+
| High | High | Buy |
| High | Low/Unknown | Consider; check |
| | | reviews first |
| Low | High | Skip unless |
| | | scope expanding |
| Low | Low | Do not buy |
+-------------+-------------+------------------+
4. ORDER through appropriate channel:
- Vendor (Baker & Taylor, Ingram, GOBI for academic)
- Publisher direct (for small press or specialized)
- Standing orders/approval plans for ongoing series
5. RECEIVE AND PROCESS:
- Verify against order (correct title, edition, condition)
- Send to cataloging (see catalog-collection)
- Notify requestor if user-suggested
Budget Allocation Rule of Thumb:
- 60-70% of budget: materials in core subject areas
- 15-20%: emerging areas and user requests
- 10-15%: replacement of worn/lost copies
- 5%: reserve for urgent or unexpected needs
Expected: New acquisitions systematically fill identified gaps and respond to user demand, within budget.
On failure: If budget is severely constrained, prioritize user requests (proven demand) over speculative purchases. Supplement with ILL for low-demand subjects rather than buying materials that may not circulate.
Remove materials that no longer serve the collection's mission.
CREW Method / MUSTIE Criteria:
Evaluate each candidate for weeding against these factors:
M - Misleading: factually inaccurate or obsolete information
(medical texts >5 years, technology >3 years, legal >2 years)
U - Ugly: worn, damaged, or unattractive condition that
discourages use (torn covers, heavy underlining, staining)
S - Superseded: replaced by a newer edition, or better
coverage exists in another item in the collection
T - Trivial: of no discernible literary, scientific, or
informational value; ephemeral interest has passed
I - Irrelevant: no longer within the collection's scope
or the community's needs
E - Elsewhere: readily available through ILL, digital access,
or other local collections; no need to duplicate
Weeding Decision Flowchart:
Is the item misleading or dangerous? → YES → Withdraw
Is it in poor physical condition? → YES →
Can it be repaired? → YES → Repair → Keep
→ NO → Is it still relevant? →
YES → Replace → Withdraw original
NO → Withdraw
Has it circulated in the last 5 years? → NO →
Is it a classic, reference, or historically significant? →
YES → Keep (flag for preservation)
NO → Withdraw
Disposition of Withdrawn Items:
1. Offer to other libraries or book sales
2. Donate to literacy programs or schools
3. Recycle (last resort — not landfill)
Never discard items with local historical significance
without institutional review.
Expected: Collection is regularly weeded, with clear documentation of withdrawn items and disposition. The remaining collection is current, relevant, and in good condition.
On failure: If weeding feels emotionally difficult (it does for many librarians), remember: keeping a misleading medical text is more harmful than removing it. Weeding is an act of care for the user, not disrespect for the book.
Connect users with materials that meet their needs.
Reader Advisory Framework:
1. THE REFERENCE INTERVIEW
- Start open: "What are you looking for?"
- Clarify: "Is this for research, personal interest, or a class?"
- Scope: "How much do you already know about this topic?"
- Format: "Do you prefer books, articles, or other formats?"
- Follow-up: "Did you find what you needed?"
2. READ-ALIKE RECOMMENDATIONS
When a user says "I liked X, what else would I like?"
- Match on appeal factors: pacing, tone, subject, style
- Use databases: NoveList, Goodreads, LibraryThing
- Build displays and reading lists by theme
3. INTERLIBRARY LOAN (ILL)
When the collection doesn't have what the user needs:
- Submit ILL request through OCLC WorldShare or regional system
- Typical turnaround: 3-10 business days for books
- Articles often available same-day via electronic delivery
- Track ILL requests by subject — patterns reveal collection gaps
4. FEEDBACK LOOP
- Record user requests (fulfilled and unfulfilled)
- Track "not owned" search results from the catalog
- Use this data to inform next acquisition cycle
- Display new acquisitions prominently — users notice responsiveness
Expected: Users find what they need, either in the collection or through ILL, and their feedback shapes future acquisitions.
On failure: If ILL is not available (no library network), explore open access sources, digital libraries (HathiTrust, Internet Archive, Project Gutenberg), and reciprocal borrowing agreements with nearby libraries.
catalog-collection — Newly acquired materials need cataloging; withdrawn items need record deletionpreserve-materials — Condition assessment during weeding identifies items needing preservationreview-research — Evaluating information quality parallels evaluating materials for selection