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How a library assistant (clerical) can use AI, task by task

O*NET 43-4121.00: Library Assistants, ClericalMedian pay $36,910/year (BLS, May 2025)32 tasksJob Zone 2: Some preparation

Compile records, and sort, shelve, issue, and receive library materials such as books, electronic media, pictures, cards, slides and microfilm. Locate library materials for loan and replace material in shelving area, stacks, or files according to identification number and title. Register patrons to permit them to borrow books, periodicals, and other library materials.

Your job title Type your own title and every prompt on this page updates to match. Also called: Acquisitions Assistant, Cataloging Assistant, Library Aide, Library Assistant, Library Associate, Library Circulation Assistant, Library Clerical Assistant, Library Clerk, Library Services Assistant.

Where AI fits in this job

AI-ready 28%AI-assist 24%Stays human 48%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 9 AI-ready, 8 AI-assist and 15 human-led tasks out of 32. This measures where AI can help, not whether the job will disappear.

Information & paperwork

Thinking & planning

People & communication

Leading & teaching

Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

Locate library materials for patrons, including books, periodicals, tape cassettes, Braille volumes, and pictures.Crunch the numbers · Several times a day
Perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material.Handle the admin · Several times a day
Instruct patrons on how to use reference sources, card catalogs, and automated information systems.Train & teach · Daily

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

Sort books, publications, and other items according to established procedure and return them to shelves, files, or other designated storage areas.Hands-on work · Several times a day
Inspect returned books for condition and due-date status and compute any applicable fines.Watch & inspect · Several times a day
Manage reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.Hands-on work · Daily

Skills to build & where you could move ↓

AI can draft these 9

AI produces a usable first pass. You review it, fix it and own it.

Perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material.

Several times a day

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material.

Context: We use Adobe Acrobat and Microsoft Access.
Document: [describe]
Format: [requirements]

Format the content cleanly. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Typing and formatting

Step 1Pick a real example: the next time you perform clerical activities.

Step 2Fill in [Document] and [Format] with the real details, then run the prompt.

Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.0/5 · core task · O*NET work activity: Type documents.. Also involves: Sort mail.; Answer telephones to direct calls or provide information..

Enter and update patrons' records on computers.

Daily

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to enter and update patrons' records on computers.

Context: We use Adobe Acrobat and Microsoft Access.
Data: [sales, records]
System: [software]

Design an entry template and checks. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Data entry template

Step 1Pick a real example: the next time you enter and update patrons' records on computers (today).

Step 2Fill in [Data] and [System] with the real details, then run the prompt.

Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.3/5 · core task · O*NET work activity: Enter information into databases or software programs..

Maintain records of items received, stored, issued, and returned and file catalog cards according to system used.

Daily

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to maintain records of items received, stored, issued, and returned and file catalog cards according to system used.

Context: We use Adobe Acrobat and Microsoft Word.
Inventory: [supplies, stock]
Data: [paste counts]

Draft records and reorder flags. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Inventory record

Step 1Pick a real example: the next time you maintain records of items received (today).

Step 2Fill in [Inventory] and [Data] with the real details, then run the prompt.

Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.0/5 · core task · O*NET work activity: Maintain inventory records..

Register new patrons and issue borrower identification cards that permit patrons to borrow books and other materials.

Weekly

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to register new patrons and issue borrower identification cards that permit patrons to borrow books and other materials.

Context: We use Adobe Acrobat and Microsoft Access.
Cards: [library, badges]
Rules: [verification]

Make an issuance checklist. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: ID and card issuance

Step 1Pick a real example: the next time you register new patrons (this week).

Step 2Fill in [Cards] and [Rules] with the real details, then run the prompt.

Step 3Save the template and use it on the next one. Time both. Confirm the rules against the current official source.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.0/5 · core task · O*NET work activity: Issue documentation or identification to customers or employees..

Review records, such as microfilm and issue cards, to identify titles of overdue materials and delinquent borrowers.

Weekly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to review records, such as microfilm and issue cards, to identify titles of overdue materials and delinquent borrowers.

Context: We use Adobe Acrobat and Microsoft Word.
Inventory: [supplies, stock]
Data: [paste counts]

Draft records and reorder flags. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Inventory record

Step 1Pick a real example: the next time you review records (this week).

Step 2Fill in [Inventory] and [Data] with the real details, then run the prompt.

Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.8/5 · core task · O*NET work activity: Maintain inventory records..

Prepare, store, and retrieve classification and catalog information, lecture notes, or other information related to stored documents, using computers.

Weekly

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to prepare, store, and retrieve classification and catalog information, lecture notes, or other information related to stored documents, using computers.

Context: We use Adobe Acrobat and Microsoft Access.
Records: [type, volume]
Rules: [retention schedule, legal requirements]

Make a storage, retrieval and disposal plan with a log template. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Records storage and retention

Step 1Pick a real example: the next time you prepare, store, and retrieve classification and catalog information and lecture notes (this week).

Step 2Fill in [Records] and [Rules] with the real details, then run the prompt.

Step 3Check the retention periods against your official schedule before destroying anything.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.6/5 · core task · O*NET work activity: Store records or related materials.. Also involves: Maintain inventory records..

Plan or participate in library events and programs, such as story time with children.

Weekly

AI drafts the plan, schedule or checklist for you to adjust.

Show prompt & steps

Describe the goal, the people and the constraints, and AI drafts the plan, schedule or checklist. You adjust it to what you know about real life on the ground.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to plan or participate in library events and programs, such as story time with children.

Context: We use Microsoft Excel and Automated circulation systems; the work draws on administrative, customer and personal service and education and training.
Event: [type, guests, date]
Budget and constraints: [venue, food, staff]

Draft a plan with timeline, checklist and budget. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Special event plan

Step 1Pick a real example: the next time you plan or participate in library events and programs (this week).

Step 2Fill in [Event] and [Budget and constraints] with the real details, then run the prompt.

Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.8/5 · O*NET work activity: Plan special events.. Also involves: Plan educational activities..

Perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.

Weekly

AI handles forms, records and routine paperwork for you to verify.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 66% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.

Context: We use Adobe Acrobat and Microsoft Access.
Transactions: [paste daily cash, deposits, bills]
Accounts: [categories]

Categorize transactions, total them and flag anything that doesn't add up. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Account bookkeeping

Step 1Pick a real example: the next time you perform accounting and bookkeeping activities (this week).

Step 2Fill in [Transactions] and [Accounts] with the real details, then run the prompt.

Step 3Reconcile with the bank statement before closing the month. Recompute every total yourself.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.7/5 · O*NET work activity: Maintain financial or account records..

Prepare library statistics reports.

Monthly

AI turns complex material into plain-language handouts.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to prepare library statistics reports.

Context: We use Automated circulation systems and Cataloging software; the work draws on administrative, customer and personal service and education and training.
Report topic: [describe]
Findings: [paste notes, data]
Audience: [describe]

Draft a report outline and plain-language summary. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical report draft

Step 1Pick a real example: the next time you prepare library statistics reports.

Step 2Fill in [Report topic], [Findings] and [Audience] with the real details, then run the prompt.

Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.4/5 · core task · O*NET work activity: Prepare research or technical reports..

AI can help you prep these 8

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Locate library materials for patrons, including books, periodicals, tape cassettes, Braille volumes, and pictures.

Several times a day

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to locate library materials for patrons, including books, periodicals, tape cassettes, Braille volumes, and pictures.

Context: We use Microsoft Excel and Automated circulation systems; the work draws on administrative, customer and personal service and education and training.
What I track: [inventory, materials, student progress]
Data: [paste the tracking list]

Find gaps, mismatches and items needing action, and suggest a cleaner tracking template. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Tracking sheet review

Step 1Pick a real example: the next time you locate library materials.

Step 2Fill in [What I track] and [Data] with the real details, then run the prompt.

Step 3Fix one mismatch it found and try the template.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.3/5 · core task · O*NET work activity: Track goods or materials..

Instruct patrons on how to use reference sources, card catalogs, and automated information systems.

Daily

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to instruct patrons on how to use reference sources, card catalogs, and automated information systems.

Context: We use Microsoft PowerPoint and Automated circulation systems; the work draws on administrative, customer and personal service and education and training.
Technique or equipment: [describe]
Audience: [describe]

Plan a demonstration and practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Demonstrate a technique

Step 1Pick a real example: the next time you instruct patrons (today).

Step 2Fill in [Technique or equipment] and [Audience] with the real details, then run the prompt.

Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.1/5 · core task · O*NET work activity: Demonstrate activity techniques or equipment use..

Answer routine inquiries and refer patrons in need of professional assistance to librarians.

Several times a day

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to answer routine inquiries and refer patrons in need of professional assistance to librarians.

Context: The work draws on administrative, customer and personal service and education and training.
Requests I get: [types]
Who handles what: [departments, specialists]

Write a quick referral map and polite handoff wording. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Referral guide

Step 1Pick a real example: the next time you answer routine inquiries.

Step 2Fill in [Requests I get] and [Who handles what] with the real details, then run the prompt.

Step 3Confirm the referral list with each department.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.2/5 · core task · O*NET work activity: Refer customers to appropriate personnel..

Provide assistance to librarians in the maintenance of collections of books, periodicals, magazines, newspapers, and audio-visual and other materials.

Daily

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to provide assistance to librarians in the maintenance of collections of books, periodicals, magazines, newspapers, and audio-visual and other materials.

Context: We use Adobe Acrobat and Microsoft Access.
Materials: [parts, supplies]
Data: [paste counts]

Organize inventory with reorder flags. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Materials inventory

Step 1Pick a real example: the next time you provide assistance (today).

Step 2Fill in [Materials] and [Data] with the real details, then run the prompt.

Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.8/5 · core task · O*NET work activity: Maintain inventories of materials, equipment, or products..

Process new materials including books, audio-visual materials, and computer software.

Monthly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to process new materials including books, audio-visual materials, and computer software.

Context: We use Adobe Acrobat and Microsoft Access.
Tasks: [checkout, holds, renewals]
System: [describe]

Make a quick-reference guide. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Circulation procedures

Step 1Pick a real example: the next time you process new materials.

Step 2Fill in [Tasks] and [System] with the real details, then run the prompt.

Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.9/5 · core task · O*NET work activity: Process library materials..

Select substitute titles when requested materials are unavailable, following criteria such as age, education, and interests.

Monthly

AI builds you an answer bank; exceptions and the human touch are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 55% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to select substitute titles when requested materials are unavailable, following criteria such as age, education, and interests.

Context: The work draws on administrative, customer and personal service and education and training.
Service: [online, product]
Common issues: [list]

Write answers and escalation paths. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Customer service answers

Step 1Pick a real example: the next time you select substitute titles.

Step 2Fill in [Service] and [Common issues] with the real details, then run the prompt.

Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 3.4/5 · core task · O*NET work activity: Provide customer service to clients or users..

Acquire books, pamphlets, periodicals, audio-visual materials, and other library supplies by checking prices, figuring costs, and preparing appropriate order forms and facilitating the ordering process by providing such information to others.

A few times a year

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to acquire books, pamphlets, periodicals, audio-visual materials, and other library supplies by checking prices, figuring costs, and preparing appropriate order forms and facilitating the ordering process by providing such information to others.

Context: We use Adobe Acrobat and Microsoft Access.
What I need: [parts, lab supplies, materials]
Stock and usage: [current levels, how fast we use them]
Suppliers: [who we buy from]

Make an order list with quantities, a reorder-point table and a requisition template. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Ordering supplies

Step 1Pick a real example: the next time you acquire books, pamphlets and periodicals.

Step 2Fill in [What I need], [Stock and usage] and [Suppliers] with the real details, then run the prompt.

Step 3Check part numbers and approvals before placing the order. Recompute every total yourself.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.5/5 · O*NET work activity: Order materials, supplies, or equipment.. Also involves: Prepare documentation for contracts, transactions, or regulatory compliance..

Design or maintain library web site and online catalogues.

A few times a year

AI drafts scripts and configs; design and security are yours.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to design or maintain library web site and online catalogues.

Context: We use C++ and Automated circulation systems; the work draws on administrative, customer and personal service and education and training.
App: [purpose, users]
Features: [list]
Stack: [tools]

Plan the structure and write starter code with tests. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Build an app or site

Step 1Pick a real example: the next time you design or maintain library web site and online catalogues.

Step 2Fill in [App], [Features] and [Stack] with the real details, then run the prompt.

Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 3.6/5 · O*NET work activity: Develop computer or online applications..

These stay human 15

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: constant contact with others · Physical closeness to others: moderately close (at arm's length) · Frequency of decisions: once a week or more but not every day

Sort books, publications, and other items according to established procedure and return them to shelves, files, or other designated storage areas.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to sort books, publications, and other items according to established procedure and return them to shelves, files, or other designated storage areas.

Context: The work draws on administrative, customer and personal service and education and training.
Items: [books, laundry, products]
System: [classification, procedure]

Make a step routine. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Sort and return routine

Step 1Pick a real example: the next time you sort books and publications.

Step 2Fill in [Items] and [System] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.3/5 · core task · O*NET work activity: Sort materials or products..

Inspect returned books for condition and due-date status and compute any applicable fines.

Several times a day

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a library assistant (clerical). Part of my job is to inspect returned books for condition and due-date status and compute any applicable fines.

Context: The work draws on administrative, customer and personal service and education and training.
Items: [property, books, goods]
What counts as damage: [criteria]

Make an inspection routine and record template. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Damage check

Step 1Pick a real example: the next time you inspect returned books.

Step 2Fill in [Items] and [What counts as damage] with the real details, then run the prompt.

Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.1/5 · core task · O*NET work activity: Inspect items for damage or defects.. Also involves: Calculate financial data..

Manage reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to manage reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.

Context: The work draws on administrative, customer and personal service and education and training.
Materials: [newsletters, timecards]
Recipients: [describe]

Plan distribution. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Distributing materials

Step 1Pick a real example: the next time you manage reserve materials (today).

Step 2Fill in [Materials] and [Recipients] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.2/5 · core task · O*NET work activity: Distribute materials to employees or customers..

Open and close library during specified hours and secure library equipment, such as computers and audio-visual equipment.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to open and close library during specified hours and secure library equipment, such as computers and audio-visual equipment.

Context: The work draws on administrative, customer and personal service and education and training.
Facility: [library, exhibit, building]
Risks: [theft, damage, unauthorized access]

Make an opening and closing security routine and a short incident report template. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Security routine

Step 1Pick a real example: the next time you open and close library (today).

Step 2Fill in [Facility] and [Risks] with the real details, then run the prompt.

Step 3Use it at your next opening or closing and add anything specific to your building.

Importance 4.3/5 · core task · O*NET work activity: Maintain security..

Lend, reserve, and collect books, periodicals, videotapes, and other materials at circulation desks and process materials for inter-library loans.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to lend, reserve, and collect books, periodicals, videotapes, and other materials at circulation desks and process materials for inter-library loans.

Context: The work draws on administrative, customer and personal service and education and training.
Materials: [newsletters, timecards]
Recipients: [describe]

Plan distribution. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Distributing materials

Step 1Pick a real example: the next time you lend, reserve, and collect books, periodicals and videotapes (today).

Step 2Fill in [Materials] and [Recipients] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.1/5 · core task · O*NET work activity: Distribute materials to employees or customers..

Maintain library equipment, such as photocopiers, scanners, and computers, and instruct patrons in proper use of such equipment.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to maintain library equipment, such as photocopiers, scanners, and computers, and instruct patrons in proper use of such equipment.

Context: The work draws on administrative, customer and personal service and education and training.
Equipment: [copiers, scanners, computers]
Issues: [jams, wear]

List routine care and user instructions. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Office equipment care

Step 1Pick a real example: the next time you maintain library equipment (today).

Step 2Fill in [Equipment] and [Issues] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.7/5 · core task · O*NET work activity: Maintain office equipment in proper operating condition..

Send out notices and accept fine payments for lost or overdue books.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to send out notices and accept fine payments for lost or overdue books.

Context: The work draws on administrative, customer and personal service and education and training.
Payments: [fees, deposits]
Rules: [receipts, cash handling]

List collection and deposit steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Collecting payments

Step 1Pick a real example: the next time you send out notices (this week).

Step 2Fill in [Payments] and [Rules] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.8/5 · core task · O*NET work activity: Collect deposits, payments or fees.. Also involves: Send information, materials or documentation..

Take action to deal with disruptive or problem patrons.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to take action to deal with disruptive or problem patrons.

Context: The work draws on administrative, customer and personal service and education and training.
Facility: [library, exhibit, building]
Risks: [theft, damage, unauthorized access]

Make an opening and closing security routine and a short incident report template. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Security routine

Step 1Pick a real example: the next time you take action (this week).

Step 2Fill in [Facility] and [Risks] with the real details, then run the prompt.

Step 3Use it at your next opening or closing and add anything specific to your building.

Importance 3.7/5 · core task · O*NET work activity: Maintain security..

Repair books using mending tape, paste, and brushes or prepare books to be sent to a bindery for repair.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to repair books using mending tape, paste, and brushes or prepare books to be sent to a bindery for repair.

Context: The work draws on administrative, customer and personal service and education and training.
Book: [condition]
Damage: [describe]

List repair steps or when to send to a binder. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Book repair

Step 1Pick a real example: the next time you repair books (this week).

Step 2Fill in [Book] and [Damage] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.7/5 · core task · O*NET work activity: Repair books or other printed material.. Also involves: Process library materials..

Deliver and retrieve items to and from departments by hand or using push carts.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to deliver and retrieve items to and from departments by hand or using push carts.

Context: The work draws on administrative, customer and personal service and education and training.
Deliveries: [items, addresses]
Requirements: [signatures, timing]

Plan the route and checklist. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Delivery run

Step 1Pick a real example: the next time you deliver and retrieve items (this week).

Step 2Fill in [Deliveries] and [Requirements] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.3/5 · core task · O*NET work activity: Deliver items..

Classify and catalog items according to content and purpose.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to classify and catalog items according to content and purpose.

Context: The work draws on administrative, customer and personal service and education and training.
Items: [books, laundry, products]
System: [classification, procedure]

Make a step routine. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Sort and return routine

Step 1Pick a real example: the next time you classify catalog items (this week).

Step 2Fill in [Items] and [System] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 4.3/5 · O*NET work activity: Sort materials or products..

Schedule, supervise, and train clerical workers, volunteers, student assistants, and other library employees.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a library assistant (clerical). Part of my job is to schedule, supervise, and train clerical workers, volunteers, student assistants, and other library employees.

Context: The work draws on administrative, customer and personal service and education and training.
Team: [admin, customer service]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising office staff

Step 1Pick a real example: the next time you schedule, supervise, and train clerical workers, volunteers and student assistants (this week). Leave out names and identifying details.

Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.

Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.7/5 · core task · O*NET work activity: Supervise clerical or administrative personnel.. Also involves: Prepare employee work schedules..

Assist in the preparation of book displays.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to assist in the preparation of book displays.

Context: The work draws on administrative, customer and personal service and education and training.
Items: [arrangements, costumes]
Purpose: [display, quick changes]

Plan order and layout. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Arranging items

Step 1Pick a real example: the next time you assist in the preparation of book displays.

Step 2Fill in [Items] and [Purpose] with the real details, then run the prompt.

Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.1/5 · core task · O*NET work activity: Arrange items for use or display..

Operate small branch libraries, under the direction of off-site librarian supervisors.

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a library assistant (clerical). Part of my job is to operate small branch libraries, under the direction of off-site librarian supervisors.

Context: The work draws on administrative, customer and personal service and education and training.
Office: [records, branch]
Issue: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Managing admin operations

Step 1Pick a real example: the next time you operate small branch libraries (today).

Step 2Fill in [Office] and [Issue] with the real details, then run the prompt.

Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.0/5 · O*NET work activity: Manage clerical or administrative activities..

Operate and maintain audio-visual equipment.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a library assistant (clerical). Part of my job is to operate and maintain audio-visual equipment.

Context: The work draws on administrative, customer and personal service and education and training.
Machines: [billing, mailing, copying]
Job: [describe]

List setup, run and check steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Office machine routine

Step 1Pick a real example: the next time you operate and maintain audio-visual equipment.

Step 2Fill in [Machines] and [Job] with the real details, then run the prompt.

Step 3Run a test batch before the full job.

Importance 3.7/5 · O*NET work activity: Operate office equipment.. Also involves: Maintain electronic equipment..

Get the full prompt pack for Library Assistants, Clerical

Every task, prompt and 10-minute exercise on this page in one PDF, formatted to print or keep on your desktop. Free.

Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

Critical Thinkingimportance 3.0/5
Used in: Monitoring and Controlling Resources
Complex Problem Solvingimportance 2.9/5
Used in: Monitoring and Controlling Resources
Judgment and Decision Makingimportance 2.8/5
Used in: Monitoring and Controlling Resources

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

Writingimportance 3.0/5
Used in: Documenting/Recording Information
Reading Comprehensionimportance 3.2/5
Used in: Performing Administrative Activities
Monitoringimportance 2.9/5
Used in: Monitoring Processes, Materials, or Surroundings
Active Listeningimportance 3.2/5
Used in: Monitoring Processes, Materials, or Surroundings

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Library Technicians27% human-led · Needs more preparation · $44,580/yr · usually bachelor's degree
Skills to build: Learning Strategies, Reading Comprehension
Office Clerks, General25% human-led · Same preparation · $45,010/yr · usually high school diploma
Skills to build: Active Listening
Telephone Operators61% human-led · Same preparation · $41,740/yr · usually high school diploma
Skills to build: Active Listening
Orderlies97% human-led · Same preparation · $38,290/yr · usually high school diploma
Your skills already line up

New tasks appearing in this job

O*NET has started tracking 1 new or updated task here: 0 AI-ready, 1 AI-assist, 0 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Hire library staff such as student assistants.

New in O*NET

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a library assistant (clerical). Part of my job is to hire library staff such as student assistants.

Context: We use Adobe Acrobat and Microsoft Word.
Role: [describe]
Needs: [duties, skills]

Draft a job description, posting and interview questions. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Hiring documents

Step 1Pick a real example: the next time you hire library staff. Leave out names and identifying details.

Step 2Fill in [Role] and [Needs] with the real details, then run the prompt.

Step 3Check the posting for biased or unlawful wording.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

New O*NET task (08/2018). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Hire or evaluate staff.” (Investment Fund Managers), and was checked by hand. O*NET work activity: Hire personnel.. Also involves: Evaluate employee performance.; Perform human resources activities..

Getting into this job

High school diploma is most common (50% of workers)

High school or less 58%
Certificate or some college 25%
Associate's 12%
Bachelor's 5%

On-the-job training: 1–3 months
Related experience: 1–3 months

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Adobe AcrobatAdobe PhotoshopC++Microsoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft WindowsMicrosoft Word