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Chiv Heng Consulting — www.chivheng.consulting • LinkedIn

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Last reviewed: July 2026

Every time you open a new AI chat, the tool starts from zero. It does not know your organization, who you serve, or how you work, so it gives you generic answers. A context document fixes that. It is a short, reusable file about you and your organization that you paste in once (or save as a standing instruction) so the AI's output is specific from the first reply.

Why this works

The quality of AI output tracks the quality of the context you give it. A context document pulls the AI out of "generic mode" and into "your mode." It is one of the highest-leverage habits for getting useful work out of any tool, and it transfers across ChatGPT, Claude, and Gemini.

What to put in it (nonprofit version)

Keep it to one page. Describe your organization in aggregate, never with real client or donor details.

• Org snapshot: mission, who you serve, main programs, size, geography.
• Your role and goals: what you own, what you are trying to accomplish this quarter.
• Voice and framing: how you talk about the people you serve (for example, asset-based language rather than deficit-based), tone, reading level.
• Constraints and non-negotiables: privacy rules, funder requirements, anything the AI should never do.
• What you delegate to AI: the recurring tasks you want help with (board summaries, grant drafts, data cleanup).

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Privacy first. A context document should describe your work, not your people. No real names, addresses, donor or client identifiers, or case details. Describe communities in aggregate.

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Two ways to build one

Option A — Fill in the template. Copy the template below and complete each line. Fastest if you already know your answers.

Option B — Let the AI interview you. Paste the starter prompt below and answer its questions. Then ask it to turn your answers into a one-page context document you can save and reuse.

Starter prompt (copy, paste, answer)

I want to create a one-page context document about my nonprofit so you can give me
specific, useful help in future chats. Interview me one section at a time. Ask short,
plain questions, and do not move on until my answer is clear.

Cover these sections:
1. Organization: mission, who we serve (in aggregate), main programs, size, location.
2. My role: what I own and what I am trying to accomplish this quarter.
3. Voice and framing: how we talk about the people we serve, our tone, reading level.
4. Constraints: privacy rules, funder requirements, and anything you should never do.
5. Tasks: the recurring work I will most often ask you to help with.

Important: do not ask for any real names, client details, or donor details. Keep
everything general. When we finish, write a clean one-page context document I can
save and paste into future chats.

Fill-in template