The workflow at a glance
Check plugin access, then supply a numbered RFP, project descriptions and budgets. Request input-based evidence, independent totals and separate statuses for failures, missing materials and uncompleted submission. The full fictional pack and reference judgments below are teaching materials, not a live Claude test or a real funding decision.
The plugin can support review; it does not decide eligibility
Claude’s October 26 announcement describes organization mapping, RFP eligibility and requirements breakdown, and proposal and report drafts based on an organization’s materials. The plugin is automatically installed for verified nonprofits on Team and Enterprise plans, at no additional plugin cost. This does not promise free access for every account or unlimited usage.
The announcement recommends mapping where organization records live. With memory enabled, the map is saved per person; it is not automatically a single, permanently accurate organization-wide fact store. In real use, administrators and existing policy determine accessible sources. Do not expand permissions merely to run the exercise.
Eligibility to access the plugin is different from eligibility for a grant. A nonprofit may use the plugin while failing a funder’s district, activity-count or eligible-cost rules. This example uses original publishable material, without donor data, a real application or a live model call.
Provide complete source material so the answer is checkable
The fund, projects, amounts and dates below are editorial inventions. R1–R5 are the only rules for the exercise, and illustrative currency units do not designate a real currency. These are not requirements for an actual grant.
A is close to the stated requirements but lacks a document. B still fails district and session-count requirements even after a budget correction. The review should expose that distinction before a fluent proposal conceals it.
FICTIONAL TEACHING PACK: Community Learning Fund. Not a real grant opportunity.
R1 Deadline:2026-10-31 at 17:00 UTC; a submission receipt is required.
R2 Deliver at least 8 public workshops in Riverside District.
R3 Complete all activities between2027-01-01 and2027-03-31.
R4 Request no more than 12,000 illustrative currency units; equipment purchases are ineligible.
R5 Attach a budget and an accessibility participation plan.
Project A, Riverside Workshop:8 public sessions in Riverside District,2027-01-11 through 2027-03-01.
A budget: venue8×300; tutors8×700; materials8×200; travel400. No equipment. Budget attached; accessibility plan not supplied; not submitted.
Project B, Harbour Sprint:6 public sessions in Harbour District,2027-01-15 through 2027-03-20.
B budget: venue1,800; tutors6,000; materials2,600; travel1,400; laptop900. Budget and accessibility plan attached; not submitted.Make a bounded request, then compare the reference matrix
Read the rules before using the request. If organization memory conflicts with the current RFP, do not let it replace the supplied document. The document-version conflict method addresses that issue; here we turn individual requirements into checkable decisions.
Use only the fictional RFP and project pack above. Compare A and B against R1–R5. Return: condition, source evidence, budget calculation, met/not met/material missing/not completed, and next action.
Split R2 into district and session count, and R4 into amount and equipment. Nonprofit verification for Claude does not establish eligibility for this grant.
Recalculate both budgets, then B without its900 laptop. Explain which other failures remain. Do not change districts, invent sessions or supply missing evidence.
A future deadline is not proof of submission. Without a receipt, mark submission not completed. Produce the evidence matrix and gaps before any proposal. Do not submit anything.| Condition | Project A | Project B |
|---|---|---|
| District and public access | Riverside and public: met | Harbour: district not met; public |
| At least 8 sessions | 8: met | 6: not met |
| Activity window | Jan 11–Mar 1: met | Jan 15–Mar 20: met |
| Requested amount≤12,000 | 10,000: met | 12,700: not met |
| No equipment purchases | No equipment: met | Laptop900: not met |
| Budget and accessibility plan | Budget supplied; accessibility plan missing | Both supplied |
| Deadline and submission receipt | Not submitted: not completed | Not submitted: not completed |
Correcting a budget does not erase other failures
A totals 8×300+8×700+8×200+400=2,400+5,600+1,600+400=10,000. It is below 12,000 and contains no equipment. Its accessibility plan is still missing and it has not been submitted. A passing budget does not establish a compliant, completed application.
B totals 1,800+6,000+2,600+1,400+900=12,700. Removing the 900 laptop produces11,800. Amount and equipment criteria can be reassessed after a genuine documented revision, but six sessions and the Harbour location remain unchanged.
This is why the matrix precedes proposal writing. Missing material may need to be supplied; a failed criterion may require a real project change or a decision not to pursue the opportunity. The same wording improvement cannot resolve both.
An editorial draft that would mislead a reviewer
After removing the laptop, B costs only 11,800 and therefore qualifies.
Removing the laptop yields11,800. B still fails the Riverside district and minimum-eight-session rules and has no submission receipt.
Give the owner a next action without inventing facts
For A, the project owner should supply a genuine accessibility plan and check its consistency with the venue, materials and arrangements. For B, a person must decide whether a genuine, feasible compliant revision exists. If not, changing a district name or inventing paper sessions is not a repair.
R1 explicitly requires a UTC deadline and receipt. Retain that timezone. Being ready before the deadline is different from submitting; an actual receipt establishes the latter. Neither this article nor its prompt submits an application.
For a larger pack, use the dynamic-workflow document coverage check to inventory the RFP, budget and project description. Treat model output as a review draft, then compare it with the original rules and arithmetic.
Three results to give the owner
- A: retain the 10,000 total, obtain the accessibility plan and review again before submission.
- B: list district, session-count and original-budget failures; do not grant eligibility merely after subtracting900.
- Both: retain the deadline timezone and save a genuine receipt only after submission; keep the unsubmitted state incomplete.
