Librarian Goals

Librarian Goals Examples: 64 Goal-Setting Actions for Librarians in the AI Era

Make your library the place where people learn to find truth in a world flooded with AI-generated content, because information literacy is survival

8 pillars × 8 actions = 64 specific steps, adapted from the Harada Method used by Shohei Ohtani at age 16.

Defend intellectual freedom consistently
Protect patron privacy absolutely
Provide equitable access to all
Mentor a library science student
Partner with community organizations
Create free educational programs
Conduct a thorough reference interview
Teach one information literacy session monthly
Create research guides by topic
Maintain political neutrality in service
Intellectual Freedom and Professional Ethics
Resist censorship in all forms
Share professional knowledge openly
Community Service and Knowledge Sharing
Support digital equity initiatives
Track reference question patterns
Reference Services and Instruction
Teach source evaluation for AI content
Model digital citizenship daily
Report collection gaps honestly
Honor your code of ethics publicly
Build interlibrary lending relationships
Host author and expert visits
Advocate for library funding publicly
Maintain current database expertise
Provide citation support systematically
Follow up on complex reference requests
Review collection usage data quarterly
Weed outdated materials annually
Balance digital and physical acquisitions
Intellectual Freedom and Professional Ethics
Community Service and Knowledge Sharing
Reference Services and Instruction
Deploy an AI-powered catalog search
Build an AI reference chatbot
Use AI for collection analysis
Catalog new materials promptly
Collection Development and Cataloging
Solicit patron purchase suggestions
Collection Development and Cataloging
Make your library the place where people learn to find truth in a world flooded with AI-generated content, because information literacy is survival
AI-Augmented Library Practice
Generate reading recommendations with AI
AI-Augmented Library Practice
Automate cataloging workflows
Ensure collection diversity intentionally
Maintain accurate catalog records
Negotiate database subscriptions strategically
Information Literacy and Digital Resources
Community Programming and Outreach
Professional Growth and Leadership
Teach patrons to use AI tools critically
Monitor AI-generated misinformation trends
Use AI to generate program marketing
Teach fact-checking techniques
Curate digital resource guides
Promote database access actively
Survey community needs annually
Launch one new program per quarter
Track program attendance and impact
Complete continuing education annually
Join a professional association actively
Read library science literature monthly
Offer one-on-one tech help sessions
Information Literacy and Digital Resources
Teach media literacy to teens
Build a summer reading program
Community Programming and Outreach
Serve underserved populations actively
Pursue a specialization strategically
Professional Growth and Leadership
Present at a professional conference
Evaluate new digital tools regularly
Build a misinformation resource page
Train staff on digital reference tools
Maintain an active social media presence
Partner with schools for literacy programs
Host makerspace or STEM activities
Develop supervisory skills intentionally
Build data analysis capabilities
Set annual professional goals in writing

Character Pillar: Intellectual Freedom and Professional Ethics

  • Review the ALA Library Bill of Rights this month. When the next book challenge arrives, follow your library's reconsideration policy exactly — no informal removals, no quiet shuffling to a back shelf.You become the librarian whose collection reflects the full range of human thought, not just the ideas that are comfortable — and when AI recommendation engines suggest narrowing content, you maintain the library's role as a space for diverse perspectives.
  • Audit your circulation and computer use records this week. Verify that patron borrowing history, search queries, and personal information cannot be accessed by unauthorized staff or external parties.You become the librarian whose patrons trust that their reading and research habits are private — a commitment that becomes even more critical as AI-powered analytics make it technically easy to track everything.
  • Walk through your library this week as if you were a patron with a mobility limitation, a visual impairment, or limited English. Identify and fix one physical or digital access barrier.You become the librarian who designs for the patron who has the hardest time getting in, not just the one who comes most often.
  • When a patron asks a reference question with political implications, provide balanced, authoritative sources from multiple perspectives rather than steering toward your own position.You become the librarian whose reference desk is trusted because you serve the question, not the ideology — a principle that defines professional integrity when AI tools carry built-in biases.
  • Document every formal and informal request to remove, restrict, or relocate library materials this year. Track the outcome of each using your institution's formal review process.You become the librarian who ensures that challenges are handled through transparent process, not through quiet compliance.
  • When using digital tools in front of patrons or colleagues, demonstrate proper source citation, respectful online communication, and critical evaluation of information — even in casual moments.You become the librarian who teaches digital citizenship by living it, not just by presenting it in workshops.
  • Run a collection diversity audit once per year using a demographic lens. Identify subject areas, authors, or perspectives that are underrepresented relative to your community and build those areas into your next acquisition plan.You become the librarian whose collection reflects the community it serves because you measure representation with data, not assumption — and AI collection analysis tools can identify gaps across thousands of titles in minutes.
  • Keep a printed copy of the ALA Code of Ethics or your institution's professional standards posted in your workspace. Reference it in staff discussions when policy decisions arise.You become the librarian who treats professional ethics as a living document, not a forgotten onboarding requirement.

Karma Pillar: Community Service and Knowledge Sharing

  • Contact your local library science program this month and offer to supervise one practicum student or provide informational interviews to two students exploring the profession.You become the librarian who builds the next generation of the profession — and when you share AI-augmented workflow templates, you give new librarians tools that accelerate their first years.
  • Reach out to one local nonprofit, school, or community center this month and propose a collaborative program — a visiting collection, a co-hosted workshop, or a shared resource list.You become the librarian who extends the library's reach beyond its walls, serving people who may never walk through the front door.
  • Design and deliver one new free program this quarter on a topic your community needs — digital literacy, job search skills, citizenship resources, or homework help.You become the librarian whose programming directly addresses community needs — and AI audience analysis tools can identify the most-needed topics from patron search data and community demographics.
  • Write one blog post, present one webinar, or contribute one resource to a professional listserv this quarter sharing something that worked well in your library.You become the librarian who advances the profession by making effective practices visible beyond your own institution.
  • Inventory the technology access points in your library this month: public computers, Wi-Fi hotspot lending, printing services, and digital literacy support. Identify one gap and propose a solution.You become the librarian who ensures that digital access is a right, not a privilege — especially critical when AI tools require internet access and digital skills to use effectively.
  • Strengthen your interlibrary loan network by verifying your current partnerships this quarter. Process every ILL request within 48 hours and follow up on any that exceed the standard turnaround time.You become the librarian who ensures that a patron's access to knowledge is not limited by the size of your collection.
  • Invite one local author, subject expert, or community leader to speak at your library this quarter. Handle the logistics so the event is free and accessible to the public.You become the librarian who turns the library into a venue for live intellectual engagement, not just a repository of recorded knowledge.
  • Attend one city council, school board, or budget meeting this year where library funding is discussed. Present one data point about patron usage, program attendance, or community impact.You become the librarian who makes the case for the institution with evidence, protecting the library's resources for the community that depends on them.

Pillar 3: Reference Services and Instruction

  • For every reference question this week, ask at least two clarifying questions before providing an answer. Confirm with the patron that the response matches their actual need before closing the interaction.You become the librarian whose reference service is valued because you answer the real question, not just the surface question — a skill that becomes more valuable as patrons struggle to formulate precise queries for AI search tools.
  • Schedule one group instruction session per month — for students, patrons, or staff — on a specific information literacy skill: evaluating web sources, using databases, identifying misinformation, or citing properly.You become the librarian who builds the critical thinking skills your community needs to navigate an AI-generated information landscape — because knowing how to find truth is now a survival skill.
  • Build or update one research guide (LibGuide or equivalent) per quarter for a high-demand topic in your community. Include databases, key sources, search strategies, and evaluation criteria.You become the librarian who provides curated entry points into complex topics — and AI-powered guide generators can produce first drafts from your database subscriptions and patron search patterns.
  • Log every reference question you receive this month, categorized by topic. At month-end, identify the top three themes and use them to inform programming, collection development, and guide creation.You become the librarian who designs services based on actual patron needs, not assumptions — and AI analysis of reference logs can reveal seasonal patterns and emerging topics across years of data.
  • Develop one lesson or handout this quarter specifically on how to evaluate AI-generated content: checking for hallucinated citations, verifying claims against primary sources, and recognizing AI-generated images.You become the librarian who equips patrons with the critical skill of the decade — the ability to distinguish reliable information from AI-generated plausibility.
  • Spend 30 minutes per week exploring a database in your collection you use less frequently. Learn its advanced search features and note any content relevant to upcoming patron needs.You become the librarian who knows the full depth of your digital collection, not just the top three databases — and AI database recommendation engines can match patron queries to the most relevant source you might otherwise overlook.
  • Create or update a citation quick-reference handout for the three most commonly used styles in your community — APA, MLA, Chicago. Make it available at the reference desk and online.You become the librarian who makes proper attribution easy, not intimidating — and AI citation generators can produce formatted references instantly, but patrons still need to understand why citation matters.
  • For any reference question you cannot fully answer during the initial interaction, provide a follow-up within 48 hours with additional sources or a referral to a specialist.You become the librarian whose service does not end at the desk — building a reputation for thoroughness that keeps patrons coming back.

Pillar 4: Collection Development and Cataloging

  • Pull circulation reports and database usage statistics once per quarter. Identify the top 10 most-used and bottom 10 least-used items in each major collection area. Use the data to inform acquisition and weeding decisions.You become the librarian who builds the collection on data, not intuition — and AI collection analytics can predict demand trends and recommend acquisitions based on community demographics and usage patterns.
  • Evaluate one section of your physical collection per month for outdated, damaged, or superseded materials using the CREW method or your institution's weeding criteria. Remove or replace as needed.You become the librarian who keeps the collection trustworthy by removing what no longer serves — a principle that matters more when patrons assume everything on the shelf is current.
  • Review your current acquisition budget split between digital and physical formats this month. Compare it to patron usage patterns and adjust the ratio to match actual demand.You become the librarian who invests where patrons actually access content — and AI demand forecasting can predict format preferences by patron segment.
  • Set a standard to catalog and make available every new acquisition within five business days of receipt. Track your average processing time and identify any bottleneck.You become the librarian who gets resources into patron hands quickly — and AI-assisted cataloging tools can auto-generate MARC records and subject headings from a title's metadata, cutting processing time dramatically.
  • Maintain a visible and easy-to-use suggestion form — physical and digital — where patrons can request titles. Review suggestions monthly and purchase or ILL at least three per quarter.You become the librarian who builds the collection with the community, not just for it.
  • When reviewing acquisition lists, intentionally seek titles from diverse authors, publishers, and perspectives. Track the demographic composition of new acquisitions each quarter.You become the librarian whose collection reflects the full range of voices — and AI diversity auditing tools can analyze your catalog across dozens of demographic dimensions and flag underrepresented areas.
  • Audit a sample of 20 catalog records per month for accuracy: correct subject headings, current availability status, and proper call numbers. Fix any errors immediately.You become the librarian whose catalog is a reliable finding tool, not a source of frustration — and AI record validation can scan your entire catalog for inconsistencies in seconds.
  • Before each renewal cycle, review the usage statistics and cost-per-use of every database subscription. Cancel any database with fewer than 50 uses per year and redirect funds to higher-demand resources.You become the librarian who stretches the collection budget by making every dollar work — and AI cost-benefit analysis can model alternative subscription packages and predict the impact of each on patron access.

Pillar 5: AI-Augmented Library Practice

  • Evaluate one AI-enhanced catalog search tool this quarter — one that supports natural language queries and returns results based on meaning, not just keyword matching. Pilot it with a small patron group.You become the librarian who makes the catalog accessible to people who do not know the right search terms — AI handles the query interpretation while you handle the human context.
  • Set up an AI chatbot trained on your library's FAQ, hours, policies, and basic research guides. Test it for accuracy and deploy it on your website as a first-tier reference support.You become the librarian who provides 24/7 reference support without 24/7 staffing — AI handles the routine questions so your in-person time goes to the complex ones.
  • Feed your circulation data and catalog into an AI analytics tool this quarter. Ask it to identify usage trends, underperforming sections, and acquisition recommendations based on community demographics.You become the librarian who makes collection decisions with the pattern recognition power of AI — seeing trends across thousands of titles that no human review could process.
  • Set up an AI-powered book recommendation tool on your website or in your catalog that suggests titles based on a patron's reading history or interest description. Test it with 10 patrons and gather feedback.You become the librarian who provides personalized reading guidance to every patron, not just the ones who ask at the desk — AI handles the matching while you add the human touch that makes a great recommendation.
  • Test an AI cataloging tool this quarter that generates MARC records or metadata from a title's ISBN, cover image, or publisher data. Compare its output to your manual records for accuracy.You become the librarian who processes new materials in hours instead of days — AI handles the metadata generation while you handle quality control and subject expertise.
  • Host one workshop this quarter on using AI search tools — ChatGPT, Perplexity, Copilot — with a focus on when these tools are useful, when they are unreliable, and how to verify their output.You become the librarian who positions the library as the place where people learn to use AI well, not just the place where people go when AI fails them.
  • Follow one misinformation tracking service or research center this month. Share one timely finding with your staff each month so your team can address emerging issues in patron interactions.You become the librarian whose staff is informed about the latest misinformation threats — and AI monitoring tools can scan for viral false claims in real time and prepare counter-resources before patrons encounter them.
  • Use an AI tool to draft promotional copy for your next library program — event description, social media posts, and email announcement. Edit for accuracy and voice before publishing.You become the librarian who fills programs because the marketing is timely and professional — AI handles the drafting while you handle the community relationships.

Pillar 6: Professional Growth and Leadership

  • Register for your required continuing education hours by mid-year. Choose at least one session on a topic outside your current comfort zone — data analytics, AI, management, or community engagement.You become the librarian who grows deliberately each year rather than just accumulating required hours.
  • If you are not already a member, join ALA, your state library association, or a specialized group this month. Attend at least one meeting or webinar this quarter and contribute to one discussion.You become the librarian who is connected to the profession beyond your own building — gaining access to advocacy, peer support, and emerging practices.
  • Subscribe to one professional journal — Library Journal, College and Research Libraries, or similar — and read one article per month. Note one idea to try in your library.You become the librarian who stays current with research and trends — and AI article summarization tools can distill key findings from a full issue in minutes.
  • Identify one specialization area that aligns with your career goals — digital preservation, youth services, data management, or archives — and complete one course or certificate in it this year.You become the librarian with a recognizable area of deep expertise, opening doors to advanced roles and leadership positions.
  • Submit one presentation proposal to a state or national library conference this year, sharing a specific program, workflow, or technology implementation that produced measurable results.You become the librarian who advances the profession by sharing what works — not just consuming what others share.
  • If you manage staff or volunteers, complete one training this year on effective feedback, conflict resolution, or team management. Practice one new technique this month.You become the librarian who leads a high-functioning team because you invest in management skills, not just library science skills.
  • Learn one data analysis tool or technique this quarter — pivot tables, basic SQL, or a visualization tool — that you can apply to your library's usage data.You become the librarian who makes data-driven decisions because you can analyze the data yourself — and AI analytics tools amplify this capability by handling the complex queries while you interpret the results.
  • At the start of each fiscal year, write three specific professional development goals with measurable outcomes and deadlines. Share them with your supervisor and review progress at mid-year.You become the librarian who directs your own growth rather than letting it happen by accident.

Pillar 7: Community Programming and Outreach

  • Distribute a brief community needs survey once per year — online and in-library — asking what programs, resources, and services patrons want most. Use the results to shape next year's programming.You become the librarian who builds programs the community actually wants, not programs you assume they need — and AI survey analysis can identify themes and priorities across hundreds of responses instantly.
  • Design and deliver one new program each quarter based on community demand data — a book club, a tech help session, a maker workshop, a story time variant, or a guest speaker series.You become the librarian whose programming keeps the library vital and relevant — and AI program design tools can generate session plans from a topic and audience description in minutes.
  • Record attendance at every program event. Collect a brief three-question feedback form from attendees: relevance, quality, and likelihood to return. Review the data monthly.You become the librarian who can prove programming impact with data — and AI analytics can trend attendance and satisfaction across years, revealing which formats and topics consistently draw the most engagement.
  • Plan your summer reading program at least three months in advance with clear goals, a tracking mechanism, prizes or incentives, and at least five associated events. Promote it through schools and community partners.You become the librarian who prevents summer learning loss for your community's children — and AI-personalized reading lists can match every participant to books at their reading level and interest area.
  • Identify one population in your community that currently underuses the library — seniors, recent immigrants, teens, or homebound patrons. Design one targeted outreach initiative for them this quarter.You become the librarian who measures success not by total visits but by who feels welcome — expanding the library's reach to every corner of the community.
  • Post to your library's social media accounts at least three times per week with a mix of program promotions, new arrivals, reading recommendations, and community highlights.You become the librarian who keeps the library top of mind for your community between visits — and AI social media tools can generate post calendars, draft copy, and schedule content weeks in advance.
  • Contact one local school this month and propose a joint literacy initiative — a visiting author, a library card drive, a shared reading list, or a class visit program.You become the librarian who connects the public library to the educational ecosystem, ensuring that students see the library as a resource that extends their school experience.
  • Design one hands-on STEM or maker activity per quarter using resources you already have or low-cost materials: 3D printing, basic coding, circuit building, or creative writing with AI tools.You become the librarian who positions the library as a place for creation, not just consumption — and AI-generated activity guides can produce step-by-step maker projects tailored to any age group and skill level.

Pillar 8: Information Literacy and Digital Resources

  • Design one 30-minute workshop this quarter teaching the SIFT method (Stop, Investigate the source, Find better coverage, Trace claims) or a similar fact-checking framework. Deliver it to at least one patron group.You become the librarian who gives patrons a repeatable system for evaluating information — the most valuable skill in a world where AI generates convincing content on any topic in seconds.
  • Create or update one digital resource guide per quarter listing the best free and subscription databases, websites, and tools for a high-demand topic. Publish it on your library's website.You become the librarian who curates the internet for your community — saving patrons hours of searching by pointing them to vetted, high-quality digital sources.
  • Post a brief tutorial or tip about one underused database each month on your library's website or social media. Include a specific example of a question the database can answer.You become the librarian who ensures that expensive database subscriptions actually reach patrons — and AI usage analytics can identify which databases need promotion and which patron segments would benefit most.
  • Set aside two hours per week for drop-in technology help sessions where patrons can get assistance with devices, software, online forms, or digital literacy skills.You become the librarian who closes the digital divide one patron at a time — providing the human guidance that AI tutorials cannot replicate for people unfamiliar with technology.
  • Partner with a local school or teen program to deliver one media literacy session this quarter covering how to identify misinformation, evaluate social media sources, and recognize AI-generated content.You become the librarian who prepares the next generation to think critically about information — a role that becomes existentially important as AI-generated content floods every platform they use.
  • Test one new digital tool or platform each quarter that could benefit your patrons — a new database, an AI research tool, a digital literacy app. Write a brief evaluation of its quality and relevance.You become the librarian who recommends digital tools based on hands-on testing, not vendor claims — and AI tool evaluation frameworks can help you assess features, accuracy, and bias systematically.
  • Create a dedicated page on your library's website this quarter listing fact-checking tools, media literacy resources, and guidelines for evaluating online information. Update it every six months.You become the librarian who makes truth-seeking easy by providing a permanent, curated starting point for anyone who encounters suspicious content.
  • Hold one staff training session per quarter on a digital reference tool or database feature that your team underuses. Include a hands-on exercise where each staff member practices with a real patron question.You become the librarian who ensures that every staff member can leverage the full power of your digital collection — and AI-generated training modules can keep the team current on new features between sessions.

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