AI agent for librarians
Book Challenge and Reconsideration Handling Agent
A complete, on-time reconsideration process with every policy step documented.
What it does
A parent hands the librarian a challenge form about a novel, and the policy steps, deadlines and letters are easy to miss under stress. This agent logs the request and checks it against the selection and reconsideration policy. It gathers professional reviews, awards and holdings data for the title and builds the review packet for the committee. It tracks each deadline in the policy, such as acknowledging the request within 5 school days, and confirms each required step actually happened before moving on. Edge case: the form is missing the complainant's signature, so the agent drafts a polite request for the missing item instead of starting the clock. The committee decides, and the librarian approves all outgoing letters.
How it works
Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.
Read the steps as a list
- Challenge request received
- Log the request and check the form against policy requirements
- Is the form complete and valid under the policy?If not: draft a request for the missing items and pause the clock. Back to step 2.
- Build the step and deadline timeline from policy
- Gather reviews, awards, holdings and circulation for the title
- Assemble the review packet for the committee
- Librarian approves the acknowledgment letterThe agent waits here for your OK.
- Has every required step been completed on time?If not: flag the overdue step and draft a catch-up plan. Back to step 4.
- Librarian approves the decision letter after the committee decidesThe agent waits here for your OK.
- Closed case file with all letters
How it decides
It follows the policy steps in order and will not start the next step until the previous one is recorded as done.
- Acknowledge the request within the policy deadline.
- The item stays available during review unless policy says otherwise.
- Only reviews from recognized professional sources go in the packet.
- Every step is logged with a date.
Make it yours
Every agent is a starting point. You choose these settings for your own situation.
- Policy deadlines
- Review sources
- Packet sections
- Letter templates
- Committee members
What keeps you in control
It always asks you first
- Every outgoing letter
- Packet before it reaches the committee
- Any change to the item's status
Hard limits
- Do not contact the complainant or the committee without approval.
- Do not state an opinion on the title.
It stops when
- Done: the committee decision is recorded and letters are sent
- Stop: the policy is unclear about a step, so the agent asks the librarian and the administration
Set it up
We guide you through the set-up, step by step
Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.
- One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
- The agent then walks you through connecting your own data, one source at a time
- A downloadable copy with the flow chart, the rules and the full guide
