Three tools, one workflow

Build prompts that already know your world.

Great answers from AI come from great context. Interactive Prompt AI gives you three tools that work together: run a prompt live and watch the answer refresh as you steer, build a structured prompt to paste anywhere, and capture the reusable backdrop your prompts sit on.

Why this exists

Most prompts are too short or too long.

You’ve felt it before: you type “help me write this email”, get a generic reply, and then spend ten minutes explaining the context you should have included up front. Or the opposite — you write a three-paragraph setup before the actual ask, and by the time you’re done you’ve lost your own train of thought.

Good prompts aren’t long, they’re structured. They cover objective, audience, tone, constraints, format, and background — usually in that order, usually in about six sentences. And most of that background is the same every time: who you are, what you ship, who you write for. Retyping it for every prompt is exhausting, which is why nobody does it.

So we split the work across three tools. The Prompt Builder coaxes the structure out of you in thirty seconds. Live Prompt takes that same flow and runs it as you type, refreshing the answer live so you steer toward the result instead of guessing at the prompt. And the Context Builder lets you capture the reusable parts once — your company, your projects, your audiences — and attach them to any prompt with one click. No templates to memorize. No blank page. No repeated setup.

The three tools

Run it live. Build the ask. Reuse the backdrop.

All three share the same shape — pick a kind, fill a few fields, watch the AI structure the rest — and they’re wired together: any saved context plugs into any prompt, on Live Prompt or the Prompt Builder alike.

Live Prompt

The fastest path to an answer — and the home page. Type your ask and the result refreshes live as you steer, with no separate run step and no copy/paste.

Prompt Builder

The thing you’re asking for, right now. Pick a verb, drop in your inputs, hit Run. The output is a structured markdown prompt you can paste anywhere — or run inline.

Context Builder

The stable stuff about your world. Pick a kind — Personal, Organizational, Project, Audience, Domain, Product — fill four base fields, save it. Attach it to any prompt forever after.

Live Prompt flow

Steer the answer, not just the prompt.

Live Prompt reuses the Prompt Builder’s entry flow, but keeps the answer front-and-center and refreshes it as you refine.

  1. 1

    Pick a verb (or skip with Quick Prompt)

    Same entry as the Prompt Builder — Ask, Write, Learn, Code, Plan, or Create, or free-write with Quick Prompt. What changes is the focus: the answer, not just the prompt, leads the page.

  2. 2

    Attach reusable context (optional)

    Open the picker above the Prompt field and attach any saved context — your company, a project, an audience. It rides along in the prompt every live run sends, so the answer is grounded in your world from the first refresh.

  3. 3

    Write your prompt

    Type into the Prompt field. Key Details and Style & Constraints sit behind the More options disclosure, so the prompt and its answer stay front-and-center.

  4. 4

    Watch the answer refresh live

    As you refine, the answer re-runs automatically and updates in place — no separate Run step, no copy/paste. Switch between a quick Preview and the Full response, or turn Auto Refresh off to run on demand.

  5. 5

    Steer until it's right

    Direction chips, a targeted clarifying question, and a Use-result-as-context action sit below the answer. Each tap re-runs the prompt and refreshes the result, so you converge by steering instead of rewriting. Subscribers run unlimited; free runs are metered daily.

Prompt Builder flow

Seven steps, about a minute or two.

  1. 1

    Pick a verb (or skip with Quick Prompt)

    Ask, Write, Learn, Code, Plan, or Create. Each door frames the problem a different way — the AI listens differently depending on which one you walk through. In a hurry? Quick Prompt skips the gate and lets you free-write; the builder classifies and structures it for you.

  2. 2

    Attach reusable context (optional)

    If you've built a Context — say, your company or a specific project — open the picker and attach it. It rides along in the final prompt's Context section so you don't retype it. Skip this step if it's a one-off ask.

  3. 3

    Tell it what you want

    Overview, Key Details, and Style & Constraints. Fill the bits you care about. If you're not sure what to say, start with one sentence — the builder does the rest.

  4. 4

    Watch the prompt assemble itself

    As you type, the AI reads along and drafts a structured markdown prompt with the standard sections — objective, audience, tone, constraints, format, background — filled in where it can.

  5. 5

    Refine with a tap

    Clickable direction chips, a targeted clarifying question, and AI-fed quick actions let you sharpen the prompt without retyping. Each tap fires a fresh pass.

  6. 6

    Run it, then iterate

    Hit Run Prompt to see the actual answer right here, no copy/paste needed. If the answer sparks a follow-up, click Use as context — the answer becomes attached background for your next prompt, and the builder factors it in. Build, run, refine, until your prompt is right. Free signed-in users get two runs every day; subscribers run unlimited.

  7. 7

    Copy and ship

    When it looks right, copy the final markdown — context section and all — and paste it into ChatGPT, Claude, Gemini — anywhere. No lock-in, no account needed to try it.

Six doors, one tool

Each category is a different lens.

The verb you pick changes what the AI pays attention to. Asking for a recipe is a different beast than asking for a refactor.

Ask
Facts, how-tos, recommendations, opinions.
Write
Drafts, edits, summaries, replies.
Learn
Concepts, tutorials, deep dives.
Code
New projects, features, fixes, refactors.
Plan
Step-by-step plans, schedules, decisions.
Create
Images, diagrams, designs, brainstorms.
Context Builder flow

Capture once. Reuse forever.

The Context Builder is for the parts of your world that don’t change between prompts: who you are, what you ship, who you write to. Build it once, attach it to every prompt that needs it.

  1. 1

    Pick a kind (or use Quick Context)

    Personal, Organizational, Project, Audience, Domain, or Product. Each kind gives the AI the right framing for that slice of your world. Quick Context lets you free-write a paragraph; the AI classifies it into the right kind and distributes the content for you.

  2. 2

    Fill four base fields

    About, Current Situation, Goals, and Facts & Constraints. Every kind shares the same four fields — different placeholders, same shape. Skip any field; the AI fills the gaps it can.

  3. 3

    Add per-kind details (optional)

    Each kind has extra fields under 'Add more detail' — Brand Guidelines for an Organization, Communication Style for an Audience, Known Limitations for a Product, and so on. Use them when they matter, skip them when they don't.

  4. 4

    Watch the coverage meter, answer one question at a time

    As the artifact takes shape, a coverage meter scores how complete each dimension is — green/yellow/red. When something's thin, the AI surfaces one clarifying question right below your inputs. Answer it and the context grows richer; every answer lands in a Q&A panel above your inputs, where you can edit or delete it later. The AI never invents facts — it asks; you answer; the answer becomes the fact.

  5. 5

    Use Critical look for a second opinion

    When the artifact feels close, click the Critical look button in the meter header. The AI plays critic and surfaces 2–4 specific inconsistencies, unstated assumptions, or unclear logic in what you've written — pointing at real content, not generic advice. Clarify any that matter (type a free-form resolution; it joins the Q&A panel) or dismiss the rest. One click, one credit.

  6. 6

    Save it once, reuse it forever

    When the artifact looks right, click Save. Your context is stored in your library — give it a title, attach it to as many prompts as you want. The dropdown caret beside Save lets you fork the current edits into a brand-new context. Your Q&A history is saved too, so the AI doesn't re-ask questions you've already answered when you come back later.

  7. 7

    Edit anytime — versions track themselves

    Open a saved context from the library, change anything, and Save again. Every save writes a timestamped version automatically — open the version history panel to see the trail or roll back. No commit messages required.

Six kinds of context

Pick the slice of your world.

The kind you pick gives the AI the right framing for that slice — and surfaces the right per-kind detail fields (Brand Guidelines for an Organization, Vocabulary & Jargon for an Audience, Known Limitations for a Product, and so on).

Personal
About you — background, working style, goals, plans.
Organizational
Your company or employer — mission, market, voice, culture.
Project
A specific initiative — scope, stakeholders, timeline.
Audience
People you regularly communicate with.
Domain
A subject area you work in.
Product
Something you sell, ship, or support.
Your saved library

Every save becomes a versioned snapshot.

Signed-in users get a private library of saved contexts. Each save is also a versioned snapshot, stamped with the date and time — open the version history panel on any card to see the trail, or roll back to an earlier state in one click. No commit messages required.

Need to fork a context — say, to draft a what-if variation without losing the original? The dropdown caret beside Save lets you save the current edits as a brand-new context, prefilled with <original title>_copy. The original stays untouched in your library.

On the Prompt Builder, open the context picker and attach any saved context to the prompt you’re building. It rides along in the final markdown’s Context section automatically.

The bet we’re making

AI should be interactive!

The default prompt box hasn’t changed since ChatGPT launched: one text area, one submit button. That’s fine for throwaway questions, but it’s a surprisingly bad interface for real work. It pretends prompting is a one-shot act, when in reality it’s almost always a conversation — you say something, the model says something back, you adjust.

Interactive Prompt AI embraces that. Every field is live, every chip triggers a new pass, every question is targeted at the thing the AI is least sure about. You don’t write a prompt — you build one, together with the model.

The next ten years of AI tooling are about interfaces, not models. This is our small contribution.

Ready to try it?

No account required to try any of the three. Sign in for 15 build credits and free prompt runs every day — plus your private library of saved contexts.