AI Toolkit
Back to library
Movement strengthening· High risk

Programme pause / close decision brief

When to use: when a programme's numbers are consistently below plan and the honest conversation is due. How to use: give AI the data (never named participants) and ask for a decision brief.

Higher-risk prompt — human review is required before you act on the output.

This prompt touches safeguarding, wellbeing, funding claims or public communications. Verify facts, remove personal details and check with a colleague before using the result.

When to use this prompt

Reach for this prompt when you need to when to use: when a programme's numbers are consistently below plan and the honest conversation is due. How to use: give AI the data (never named participants) and ask for a decision brief. It's designed for Programme Manager, CEO. Typically used within Evaluation work.

Not suitable for real-time decisions about individuals, safeguarding cases, or public claims without human sign-off.

How to use it

  1. 1

    Gather your inputs

    Have your local context, audience and goal to hand.
  2. 2

    Fill in the template

    Copy the template below and replace every bracketed placeholder with real, local context. Keep names and safeguarding details out.
  3. 3

    Run it in your AI tool

    Paste into your preferred AI assistant. Ask a follow-up if the output misses your association's tone or context.
  4. 4

    Review with the checklist

    Work through the human-review checklist below before you send, publish or act on the output.

Prefer a guided flow? Adapt with the guided builder — it fills placeholders from your association profile.

Prompt template

Produce a decision brief on whether to pause or close {PROGRAMME}. Data: {ANONYMISED_DATA}. Assess: are we serving the intended participants, are we achieving outcomes, is the unit cost sustainable, is there a mission cost of continuing, is there a mission cost of closing. Recommend: continue as-is / refocus / pause / close. Give the strongest counter-argument to your own recommendation.

Replace bracketed placeholders with real context. Never paste identifying details about children, health or safeguarding cases.

Worked example

Data: 18 months, 40% enrolment vs plan, outcome achievement 30%

What good output looks like

A decision brief with recommendation and self-critique.

Why this prompt works

Forces an honest look at underperforming programmes before sunk cost takes over.

Was this useful?

Sign in to leave feedback and shape which prompts stay in the library.

YMCA AI Adoption Toolkit

A practical library, guided context and safeguards so YMCA staff, volunteers and young leaders can use AI safely, confidently and locally.

Aligned with YMCA Vision 2030. Human review, always.

Toolkit

Your work

Safeguarding

    Never enter identifying information about children, health or safeguarding cases into any AI tool. AI drafts, humans decide.

© 2026 YMCA AI Adoption Toolkit

Adapt every prompt to your local YMCA.