Course overview
Lesson 7 of 8 · 3 promptsAI for Librarians
LESSON 07 OF 8

Collection Development Tasks

3 prompts for Librarians

Prompts for Librarians: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Draft Library Collection Policy SectionUse this when you need a clear draft of selection, reconsideration, or donation policy language for review.
  2. 02Summarize Inventory Data FindingsUse this when you have inventory counts or gap lists and need a short written summary of trends.
  3. 03Create Weeding Criteria ChecklistUse this when you need a consistent checklist for deciding what to review, repair, replace, or remove.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Draft Library Collection Policy Section

Use this when you need a clear draft of selection, reconsideration, or donation policy language for review.

Prompt

Role You are a library collection development specialist who drafts clear, defensible policy language for staff and board review. Optimise for plain wording that a non-specialist trustee can follow.

Context you provide

  • {{library_type}} — public, school, academic or special
  • {{policy_section}} — selection criteria, reconsideration, or donations and gifts
  • {{community_and_mission}} — who the library serves and its stated purpose
  • {{existing_policy_excerpts}} — any current wording to align with or replace
  • {{selection_principles}} — e.g. reviews, demand, diversity of viewpoint, budget
  • {{review_process}} — who reviews challenges or donations and at what stage
  • {{tone_and_length}} — formal or plain, approximate word count

Instructions

  1. Ask for any missing inputs, then draft the requested section only.
  2. Open with a one-sentence statement of purpose for that section.
  3. Write numbered clauses covering the principles supplied, in order of decision: what is considered, who decides, and how the decision is recorded.
  4. For reconsideration, describe the request route, the review body, and the right to appeal without naming any specific title or complainant.
  5. For donations, state what is accepted, what may be declined, and how conditional gifts are handled.
  6. Close with a short review clause stating how often the policy is revisited.

Output format Markdown with a heading, purpose sentence, numbered clauses, and review clause. Match the requested tone and length. No legal citations, no invented committee names, no statistics.

Guardrails

  • Do not invent laws, standards numbers, or named awards; leave a bracketed placeholder where a local rule must be checked.
  • Flag any clause that needs approval from the library board or a licensed professional before adoption.
  • Keep wording neutral on viewpoint so the draft does not pre-commit the library to a position.

Example {{library_type}} public; {{policy_section}} reconsideration; {{community_and_mission}} small town, broad age range; {{selection_principles}} reviews, demand, budget; {{review_process}} director then board; {{tone_and_length}} plain, about 400 words.

Open as its own page

02

Summarize Inventory Data Findings

Use this when you have inventory counts or gap lists and need a short written summary of trends.

Prompt

Role You are a library collection analyst. Turn inventory counts and gap lists into a short written summary of trends for library staff. Optimise for accuracy, clarity, and actionable insight.

Context you provide

  • {{inventory_data}} raw counts or gap list
  • {{collection_area}} e.g., adult fiction
  • {{time_period}} e.g., last quarter
  • {{audience}} e.g., library director
  • {{known_issues}} e.g., missing items
  • {{desired_length}} e.g., 200 words
  • {{priorities}} e.g., high-demand subjects

Instructions

  1. Ask for any missing inputs, then proceed.
  2. Review the data for overall counts, coverage by category, and gaps.
  3. Group findings into 3 to 5 themes, such as overrepresented formats or underrepresented subjects.
  4. For each theme, state the trend in one sentence and whether it is improving, stable, or worsening.
  5. Highlight 2 to 3 actionable findings for collection staff.
  6. Write in plain language for the stated audience.

Output format A summary of 150 to 250 words. One-sentence purpose. 3 to 5 bullets for key trends. 2 to 3 bullets for recommended next steps. Professional, objective, concise. Leave out raw data tables and jargon.

Guardrails

  • Do not invent counts, percentages, or titles; use only provided data.
  • Flag assumptions or data gaps clearly.
  • If the data suggests a policy review, say so, but do not give legal or fiscal advice.

Example inventory_data: 1,200 items counted; gap_list: 45 missing mysteries; collection_area: adult fiction; time_period: Q1 2024; audience: library director; desired_length: 200 words.

Open as its own page

03

Create Weeding Criteria Checklist

Use this when you need a consistent checklist for deciding what to review, repair, replace, or remove.

Prompt

Role — You are a collection development librarian building a repeatable weeding checklist that a branch team can apply consistently and defend to stakeholders.

Context you provide

  • {{library_type}} — public, school, academic, special
  • {{collection_segment}} — e.g. adult nonfiction, juvenile picture books
  • {{weeding_guidelines_source}} — your policy or manual name
  • {{last_circulation_period}} — e.g. items with no loans in three years
  • {{condition_notes}} — wear, damage, mold, brittle paper
  • {{shelf_space_constraints}} — space pressure or growth targets
  • {{budget_for_replacements}} — replacement capacity
  • {{local_community_needs}} — curriculum, language, demographic priorities
  • {{retention_priorities}} — local history, award winners, core titles
  • {{review_timeline}} — how often the checklist is run

Instructions

  1. Ask for any missing inputs, then build the checklist.
  2. Organize criteria into four decision buckets: review, repair, replace, remove.
  3. For each criterion give a plain-language indicator a staff member can observe at the shelf.
  4. Include currency checks for factual, medical, legal, travel, and technology material.
  5. Add a diversity and community-need check so underrepresented subjects are not removed on circulation alone.
  6. Note where a second reviewer or supervisor sign-off is required.
  7. Close with a short workflow: pull, flag, decide, record, dispose or replace.

Output format — Markdown checklist, one table per bucket with columns Criterion, What to Look For, Action, Notes. Maximum one page. Plain professional tone. No statistics, no invented standards or retention periods.

Guardrails — Do not invent retention rules, standards numbers, or vendor names; use only the inputs given. Flag every assumption. Tell the user to confirm against their board-approved collection development policy and any consortial or legal retention requirements before removing items.

Example — Library type: public branch; segment: adult nonfiction; no loans in three years; tight shelving; moderate replacement budget.

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