Agent setup

Build the system prompt and tool set for the components you installed, and see what each one costs in tokens.

Every component's schema file exports a tool definition and its guidance: when to use it, when not to, and the rules the agent follows. buildGenUIPrompt turns a set of them into two things:

  • system: a short preamble about generative UI, then one compact section per component. Add it to your system prompt.
  • tools: one entry per component, with a one-line description, the Zod schema (for the AI SDK) and the JSON Schema (for any other framework).

The guidance lives in the system prompt, so the tool descriptions stay one line long and you don't pay for it twice.

Set it up

  1. Install the components you want, and the Renderer. genui-prompt.ts ships with the Renderer.
  2. Pick the set below. Everything is selected; narrow it with the filters or untick what you don't need.
  3. Put system in your system prompt and pass tools to your agent.
Categories
Levels
115 of 115 selected

≈ 141,258 tokens in every request (system prompt and tool definitions)

Typical payloads add ≈ 57,042 if each selected component is used once. Estimates; real counts vary by model tokenizer.

Over 8,000 tokens. Consider a smaller set or route by intent.

## Generative UI
You can show interface components by calling the tools below. Each call renders in the chat.
- Answer in text when a sentence or two is enough. Show a component when the user needs to see, compare, choose, or act.
- Never invent DATA-BOUND fields. Fill them only from tool results or what the user said. If you don't have the data, get it or ask.
- One component per need. Don't repeat its content in text; a one-line lead-in is enough.
- Use layout components (stack, grid, split, steps, tabs, columns) only to compose parts that belong together as one piece. A layout may hold one more layout, no deeper.
- Inside a layout, a child may take a value from a sibling's result instead of a literal: give the sibling an id and write { "$bind": "<id>.<path into its result>", "default": <value until then> }, e.g. { "$bind": "slot.label", "default": "Not picked yet" }. The app copies the value in each time the sibling's result changes, with no call to you. Binds only copy values, unformatted, so bind to a display-ready field (a label) when the result has one; put any calculation in a calculator or a tool.
- Actions are a closed set defined by each component. Don't promise anything a component can't do.

### show_tabs
Group your reply into tabs, each holding other components.
Use when:
- The reply splits into 2–5 parallel views of the same subject the user will switch between, e.g. Overview / Itinerary / Budget.
Avoid when:
- The content is a sequence the user moves through. Use a guided flow.
- There's only one view, or the views are short enough to stack.
- Something the user must see would end up hidden in a later tab.
Rules:
- The first (or default) tab holds the main answer.
- A layout may hold one more layout and no deeper; never nest tabs in tabs.
- Each interactive child's result comes back as { child, result }; the host keeps the latest per child.

### show_columns
Show 2–3 components side by side for comparison.
Use when:
- The user is comparing 2–3 options and seeing them side by side helps, e.g. two plans, three flights.
Avoid when:
- Comparing many items across many fields. Use a data table.
- The items are long. Side-by-side long content is hard to read; stack them.
Rules:
- Give every item the same component and the same fields, in the same order.
- A layout may hold one more layout and no deeper; never nest columns in columns.
- Each interactive child's result comes back as { child, result }; the host keeps the latest per child.

### show_stack
Stack 2–6 components one under the other as one piece, optionally wiring one child's result into another's props.
Use when:
- One answer needs 2–6 components that belong together and should arrive as one piece: a summary over a table, a picker over a confirmation, a chart over its KPIs.
- A component below should follow what the user does in a component above (a bind).
Avoid when:
- The parts are independent answers. Call each tool on its own; the host stacks them anyway.
- The parts are parallel views the user switches between. Use tabs.
- The parts are a procedure with an order. Use steps.
Rules:
- Put the main answer first.
- Give an id to any child whose result another child binds to, and write { "$bind": "<id>.<path>", "default": … } in the dependent child's props. Binds only copy values.
- A layout may hold one more layout (columns, grid, split) and no deeper.
- Each interactive child's result comes back as { child, result }; the host keeps the latest per child.

### show_grid
Arrange 2–9 mixed components in a 2–3 column grid, with items that can span wider.
Use when:
- An overview made of several small, different components: KPIs, a chart, a short table, an insight, each from its own data.
- Some items deserve more width than others.
Avoid when:
- The items are the same kind, side by side for comparison. Use columns.
- It's one component. Call it on its own.
- The items are long or interactive forms. Stack them.
Rules:
- Order items by importance, reading left to right, top to bottom; the first item is the headline.
- Use span 'full' for the one wide item (a chart, a table), at most two of them.
- Keep items short: cards, not documents. Long content breaks the grid.
- A layout may hold one more layout and no deeper.

### show_split
Show a main component with a narrower aside beside it; they stack on phones.
Use when:
- One component is the answer and another belongs beside it: a map and the places on it, an article and its key facts, a chart and the controls that drive it.
Avoid when:
- The two parts are equals to compare. Use columns.
- Both parts are wide (two tables, two charts). Stack them.
- There are more than two parts. Use a grid or a stack.
Rules:
- main holds the answer; aside holds what supports it, and must read well at a third of the width.
- Put controls that drive the main component in the aside, and bind the main's props to their result with { "$bind" }.
- A layout may hold one more layout and no deeper.

### show_steps
Lay out a 2–6 step procedure where each step is its own component, with later steps able to read earlier ones.
Use when:
- A task has 2–6 steps in order, and each step is best done with its own component: pick, then confirm; upload, then review.
- A later step should reflect what the user did in an earlier one (bind to it).
Avoid when:
- The steps are questions with short answers. Use a question stepper or a guided flow, which show one step at a time.
- The steps are instructions for the user to follow elsewhere. Use a checklist.
- There is no order. Use a stack or a grid.
Rules:
- When the user asks to pick something and then confirm or approve it in one reply, use steps with the confirmation bound to the pick; don't send the picker alone and wait for the next turn.
- Title each step with a verb. Keep descriptions to one line, and only when needed.
- Give an id to steps whose result later steps use, and bind to it with { "$bind": "<id>.<path>", "default": … }. Binds only copy values.
- The last step is the one that commits: an approval, a receipt, a confirmation.
- A layout may hold one more layout and no deeper.

### render_inline_app
Render a small self-contained HTML/CSS/JS app in a sandboxed frame. The escape hatch for UI the catalog doesn't cover.
Use when:
- Only when no catalog component fits: a small calculator, a toy simulation, a timer or a one-off interactive explainer.
Avoid when:
- A catalog component covers it (a form, a chart, a timer, a calculator, a checklist). Always prefer the catalog.
- It collects personal data, credentials or payment details. Never.
- It needs the network, external images, fonts or libraries. There is none.
- It is static content. Write text or use a display component.
Rules:
- Keep it small: one job, a few controls, well under 20,000 characters.
- Use the injected defaults: plain <button>, <input>, <label> already look native; colors come from var(--foreground), var(--muted), var(--primary), var(--brand) and friends. Don't hard-code colors.
- Label every control (<label for> or aria-label), keep it keyboard operable, and put changing results in an aria-live region.
- Don't size with vh units or fixed full-height layouts; the frame grows to fit the content.
- Use genui.send(value) only when the result changes what you do next, with small plain JSON.
- Never ask for personal data, passwords or payment details, and never imitate a login or checkout.
- Never put the user's data in the code: a sandbox can't stop an app from navigating itself, so anything inside it could be sent out in a URL.

### show_summary
Open a plan or overview with a title, a one-line summary and its key facts.
Use when:
- You are opening a plan or overview that has several key attributes the user will scan: a trip, an event, an incident, a project.
- The details follow below, and the user needs the shape of it first.
Avoid when:
- There is one fact to report. Say it in a sentence.
- You are listing many records with the same fields. Use a data table.
- The facts are generic filler, such as 'Difficulty: Easy' when nobody asked.
Rules:
- Use it once, at the top of the reply.
- Keep facts to 2–6 short label/value pairs, in the order the user cares about.
- Only set badge for a real state; never as decoration.

### show_entities
Show products, places or people you found as cards with image, price, rating and short facts, optionally with an action button on each.
Use when:
- You found a few products, places or people and the user will compare them or pick one.
- The items have a picture, price, rating or a few short facts worth scanning side by side.
Avoid when:
- There is a single result. Describe it in text, or use a summary card.
- The user needs to compare many fields across many rows. Use a data table.
- You don't have the items from a tool. Never invent products, prices or ratings.
Rules:
- Show 1–8 items, best match first, exactly as the tool returned them.
- Only set price, rating and badge from the source data; omit them when unknown.
- Keep attributes to 3 short facts the user will compare, e.g. '8 yrs', 'Remote'.
- Only add actions the host supports. Each press sends { action, entityId }; act on it, then confirm in text.

### show_callout
Set apart the one notice in your reply the user must not miss.
Use when:
- There is a safety issue, an irreversible consequence, a legal or allergy concern, or a hard deadline the user must not miss.
- A caveat would change what the user does, e.g. 'Prices are from 2 hours ago'.
Avoid when:
- To restate or emphasise the answer itself.
- For general tips or nice-to-knows. Put them in the text.
- More than once in the same reply. If everything is highlighted, nothing is.
Rules:
- At most one callout per reply.
- Pick the lowest tone that fits; reserve 'critical' for real harm or irreversible actions.
- Be specific: numbers, names, dates. Cite a source when the rule comes from one.

### suggest_follow_ups
Offer the user up to 4 one-tap next steps after your answer.
Use when:
- You finished an answer or a task and there are 2–4 likely, specific next steps.
- The user may not know a useful thing you can do next, e.g. adjusting a plan or exporting results.
Avoid when:
- The user already said what they want next.
- The only suggestions are filler, like 'Tell me more' or 'Anything else?'.
- You need an answer before you can continue. Use a question stepper.
- In the middle of a task that is waiting for approval. Finish that first.
Rules:
- Write each label as the user's own request, under 60 characters.
- Make every suggestion specific to this conversation, and something you can actually do.
- Never repeat what you just did, and never offer more than 4.
- Treat the selected prompt exactly as if the user had typed it.

### show_article
Show a long-form document with sections, contents, citations and a Markdown copy.
Use when:
- The user asked for a document to read or keep: a brief, an explainer, a how-to, a report.
- The user asked to read a fetched web article in reader view.
Avoid when:
- A few paragraphs answer the question. Reply in text.
- The user needs the overview at a glance. Use a summary card.
- The answer is a short sourced reply. Use answer_with_sources.
Rules:
- Structure it with level-2 headings for sections and level-3 for subsections; don't repeat the title as a heading.
- Write the full content; nothing is collapsed.
- Only cite sources you retrieved, with [n] right after the claim.
- For a fetched article, keep the byline, date and text exactly as published, and leave out images you can't link directly.
- Use callouts sparingly, for a real note or warning.

### show_artifact
Show a file you generated or found with a preview (PDF, image, code, text, CSV table, JSON tree, Markdown) and download and open actions.
Use when:
- You generated or found a file the user will inspect, keep or share: a PDF, an image, a script, a CSV export, a JSON response, a Markdown doc.
- The user asked to export or download something.
Avoid when:
- A short snippet answers the question. Put it in a code block in your reply.
- The data is for reading in the chat, not a file. Use a data table or an article.
- You don't have the file's real content or URL. Never invent either.
Rules:
- src and content must come from a tool result; never write a file's content from memory as if it were the real file.
- Send the whole content; the preview shows every line and row it can.
- Use the kind that matches the file: csv for comma-separated data, json for JSON, code for source files with language set.
- Keep summary to one line; don't repeat the file name.

### show_encyclopedia
Show a short, credited encyclopedia-style summary of a person, thing or place, with key facts and links to read more.
Use when:
- The user asks who someone was, what something is, or about a place: 'Who was Ada Lovelace?', 'What is a heat pump?', 'Tell me about Lisbon'.
- You retrieved a reference article for the topic and can credit it.
Avoid when:
- You have no source to credit. Answer in text.
- The question is about current events or live data. Use a sourced answer with citations.
- The user needs one fact. Say it in a sentence.
Rules:
- Take every fact from the retrieved source, quoted or condensed. Never add facts it doesn't state.
- Keep the summary to the lead: 900 characters at most, in 1–3 paragraphs.
- Always set source with its name and URL, and the license when the source has one.
- Only include facts, image and sections that appear in the source.
- Offer related topics only when they are natural next questions.

### explain_term
Explain one term in the user's context: what it is and their value on their document's range.
Use when:
- The user asks what a term means where they met it: a blood test line, a card offer, a contract clause.
- Their own value or wording is part of the question, e.g. 'What's potassium on my blood test?'.
Avoid when:
- The user wants a full overview of a topic. Use an encyclopedia snippet or an article.
- Several terms need explaining at once. Answer in text or a table.
- The user asks what to do about a result. Answer in text and point them to a professional.
Rules:
- Keep the definition to one or two plain sentences.
- Only set context and range from the user's document, exactly as printed. Never supply a reference range yourself.
- Never diagnose, interpret a result as a condition, or suggest treatment. The component only places the value on the document's range.
- Set disclaimer to medical, financial or legal for those topics.
- Offer up to 5 related terms the user is likely to meet next.

### show_event
Show one event: date and time in the event's timezone, venue with directions or an online join link, key facts (price, capacity, dress code, age, accessibility), description, agenda and speakers, with RSVP, add to calendar, get tickets and share.
Use when:
- The user asks about one specific event they're interested in or invited to: a conference, concert, meetup, webinar, wedding, match or class.
- They want the when and where, the dress code, the agenda or who's speaking, or to RSVP, add it to their calendar or get tickets.
Avoid when:
- You don't have the event from a tool result. Never invent times, venues, prices or attendee counts.
- The user wants their ticket or entry code. Use show_event_pass.
- There are several events to choose from, or a whole day's schedule. Use a list or the calendar.
Rules:
- Pass start and end with the venue's UTC offset (or as local time) and the event's IANA timeZone, exactly as the source gives them. Never convert to the user's timezone.
- Use a date-only start for all-day events; end is then the last day.
- Only include rsvp when the user can actually respond, with their current answer.
- Keep the description to useful facts the other fields don't cover, with **bold** for one or two key details.
- Every action is a handoff: on 'rsvp', record the answer through the event's own system; 'get-tickets' opens url; 'add-to-calendar' and 'share' happen on the device.

### show_photos
Show a hero collage of 1–5 photos with a few tags, to set the scene for a trip, a dish, a place or an event.
Use when:
- Opening a plan or answer that is visual by nature, to set the scene: a trip, a dish, a place, an event, a venue.
- You have 1–5 real photos from a search or tool result.
Avoid when:
- You don't have real image URLs. Never invent or guess them.
- The user wants to browse or pick from many photos. Use a slide gallery.
- Each image is an option with its own title. Use inspiration cards.
Rules:
- Use it once, at the top of the reply; the details follow in text or other components.
- Image src must come from a tool result or the host; never make up URLs.
- Put the strongest photo first: it becomes the hero.
- Give every image real alt text that says what it shows.
- Keep tags to a few words each, at most 5, and only facts from the plan.

### show_inspiration
Show visual ideas as a grid of image cards with a title and one line each, optionally letting the user pick the ones they like.
Use when:
- The user asks for visual ideas: outfits, interior styles, recipes, gift ideas, hairstyles, party themes.
- Each idea has an image, a short name and at most one line of detail.
- The user wants to pick the ideas they like before you go further.
Avoid when:
- You don't have real image URLs. Never invent or guess them.
- The items are records to compare by price, rating or specs. Use a comparison or entity cards.
- One scene-setting collage is enough. Use a photo mosaic.
- The topic is fashion, with four or more looks the user may want to browse and save: use show_style_board.
Rules:
- Image src and url must come from a tool result or the host; never make up URLs.
- Keep titles to a few words and the line under 90 characters; no marketing copy.
- Use 2–8 cards. Use 3 columns for 6 or more compact ideas, otherwise 2.
- Set selectable only when the user is choosing; add a specific submitLabel and max when it matters.
- On 'select', act on the returned ids only. 'open' is analytics; don't reply to it.

### show_style_board
Show fashion looks as a masonry board of images with a title and optional price each, with category filters and a heart to save looks.
Use when:
- The user wants to browse fashion looks or outfit ideas as a board, with images of different shapes, and maybe save the ones they like.
- You have four to twelve real images of outfits, pieces or accessories, from a search or product tool.
Avoid when:
- You don't have real image URLs. Never invent or guess them.
- There are only a few ideas, or the topic isn't clothes. Use inspiration cards.
- The items are products to compare by price, size or rating. Use a comparison or entity cards.
- One scene-setting collage is enough. Use a photo mosaic.
Rules:
- Image src and url must come from a tool result or the host; never make up URLs.
- Pass each image's real aspect (width divided by height) so the board lays out without jumping.
- Keep titles to a few words; add a price only for shoppable items, exactly as the store gives it.
- Give a one-word category per pin when there are natural groups (Outerwear, Dresses, Accessories).
- Set saveable false when the user only wants to look. On 'save', act on the returned ids only. 'open' is analytics; don't reply to it.

### show_table
Show records in a sortable table; optionally let the user select rows and pick a bulk action.
Use when:
- You are showing several records with the same fields, where comparing across rows matters.
- The user may want to act on some of the rows, e.g. pause ads, email contacts, close tickets.
Avoid when:
- There are 1–2 records. Describe them in text or use entity cards.
- There is one number to report. Answer in a sentence.
- The point is a trend over time. Use a chart.
- Comparing 2–3 options side by side across many attributes. Use a comparison.
Rules:
- Every row and value must come from a tool result. Never invent or round records.
- Keep to the 3–6 columns that answer the question; put the identifying column first.
- Sort so the rows that matter come first, flag them, and pre-select the ones you recommend acting on.
- An action is the user's intent, not a confirmed write. Before changing anything, show a change preview.

### show_chart
Show a line, bar (side by side or stacked into pieces) or area chart of figures from a tool result, with optional event markers.
Use when:
- The user asks how a number changed over time or how categories compare, and you have the figures from a tool.
- The shape matters more than any single value: a trend, a spike, a gap between two series.
Avoid when:
- There is one number or two. Say them in a sentence.
- The user needs exact values for many fields. Use a data table.
- You don't have the data from a tool. Never invent or estimate points.
- The series use different units. Show two charts instead of mixing them on one axis.
Rules:
- Copy data from the tool result unchanged; don't round, fill gaps or extrapolate.
- Use 'line' for trends, 'bar' for comparing categories, 'area' for volumes over time.
- Set stacked: true on a bar chart only when the series add up to a meaningful total (parts of a whole); otherwise leave bars side by side.
- Keep to 1–4 series that share a unit.
- Only annotate real events that explain the shape, and use an x value from the data.
- Put the takeaway in summary in plain words, without repeating every number.

### show_scatter
Show a scatter plot of two measures from a tool result, one point per item, optionally sized by a third measure (bubble chart), grouped by a category, with a trend line and labelled highlights.
Use when:
- The user asks whether two measures are related: does spend drive signups, are pricier products rated higher, do longer calls close more deals.
- The user wants to spot outliers or clusters across many items measured two ways.
Avoid when:
- One measure changes over time. Use a line chart.
- You compare a few categories on one measure. Use a bar chart.
- There are fewer than 5 items. Compare them in a table or a sentence.
- You don't have the figures from a tool. Never invent or estimate points.
Rules:
- Copy data from the tool result unchanged; one row per item.
- Put the measure you think drives the other on x, the one that responds on y.
- Name both axes in 1–4 words, with format, currency or unit so values read correctly.
- Add size only for a third measure that matters to the question (a bubble chart); never to decorate.
- Group by a category only when it explains the pattern; at most 3 groups.
- Set trend only when the relationship is the question and there are 5 or more points. Correlation is not cause: say 'move together', not 'causes'.
- Highlight at most 5 points by name (outliers, the user's own item), and say why in summary.

### show_distribution
Show how the values of one measure are spread, from individual values in a tool result: a histogram, box plots per group, or a dot plot, with the median and middle half, outliers and reference markers.
Use when:
- The user asks how values are spread: what's typical, how wide the range is, whether there are outliers or a long tail (how long deliveries usually take, how salaries vary by level).
- The user wants to see where one value falls among many (my score against the class, our price against competitors).
Avoid when:
- You only have averages or totals, not the individual values. Say them in a sentence or use a chart.
- One measure changes over time. Use a line chart.
- The question is whether two measures move together. Use a scatter plot.
- There are fewer than 5 values. List them.
Rules:
- Pass one row per individual value from the tool result; never bin, average or round them yourself.
- Pick 'histogram' for the shape of one set of 30 or more values, 'box' to compare spread across 2–6 groups, 'dots' for up to about 80 values or when each item matters (names show on hover).
- Name the measure in 1–4 words, with format, currency or unit.
- Add a marker for the user's own value, a target or a limit, at most 3.
- In summary, say what's typical (the median) and how wide the spread is in plain words; outliers are unusual values, not errors.

### show_composition
Show what a whole is made of from amounts in a tool result: each part's share as a donut, 100% bars (one per group to compare mixes), a waffle of 100 squares, or a treemap, with a legend of amounts and shares.
Use when:
- The question is what a whole is made of: spend by category, traffic by source, how a budget is used, who makes up a team.
- The user wants to compare the mix across a few groups: traffic sources by region, plan mix by quarter as separate wholes.
Avoid when:
- The parts don't add up to a meaningful whole (separate metrics, or multi-select answers whose percentages overlap). Use a bar chart.
- The mix changes over many periods. Use a stacked bar chart.
- There is one share to report ('38% of spend went to rent'). Say it in a sentence.
- You don't have the amounts from a tool. Never invent them.
Rules:
- Pass amounts in one unit that add up to the whole; never percentages you worked out, never overlapping shares.
- Pick 'donut' for one whole with up to 5 parts, 'bar' to compare 2–8 groups or to read one whole precisely, 'waffle' for 'N in 100' with up to 4 parts, 'treemap' for 6–20 parts.
- Beyond 4 parts, donut, bar and waffle fold the smallest into 'Other' themselves; don't fold them yourself.
- Set total only when the parts don't fill the whole (budget vs spent), with a remainderLabel like 'Left to spend'.
- Set highlight to the part the user asked about.
- In summary, name the biggest part and anything surprising, in plain words.

### show_sankey
Show where an amount flows across stages as a Sankey diagram: one row per flow from a source to a target, bands as wide as the amount, with a traced highlight and hover details.
Use when:
- The question is where an amount goes, or comes from, across two or more stages: income to spending categories to items, a budget to departments to teams, traffic sources to pages to sign-ups, energy from fuels to uses.
Avoid when:
- A whole splits once (spend by category). Use a composition chart.
- People drop out of one sequence of steps. Use a funnel.
- Amounts loop back (A to B and back to A). Use a table.
- You don't have the amounts from a tool. Never invent them.
Rules:
- One row per flow with a source, a target and an amount in one unit; flows into a node should add up to what flows out.
- Give every node a short, unique name (1–3 words): the same name in two stages is one node, so write 'Other cloud' and 'Other marketing', not 'Other' twice.
- Keep it readable: at most 5 stages and about 20 nodes; fold small flows into an 'Other …' node first.
- Set highlight to the node the user asked about.
- In summary, name the biggest flow and anything surprising, in plain words.

### show_timeline
Show ordered events with their state: shipment tracking, an incident timeline, project milestones.
Use when:
- The user asks where something is or what happened, and the answer is a sequence of dated events: a shipment, an incident, a project.
- The order and timing of the events matter, not just the latest one.
Avoid when:
- Only the latest event matters. Say it in a sentence.
- The steps are tasks the user still has to do. Use a checklist.
- You don't have the events from a tool. Never invent timestamps.
Rules:
- List events oldest first, with times copied from the tool result.
- Mark at most one event 'current'; mark later ones 'upcoming'.
- Use 'failed' for the step that broke, then show the recovery as its own event.
- Keep titles short; put detail in description.

### show_map
Show places on an interactive map with a list, optionally as a numbered route. Can ask the user to pick a place or drop a pin, or show a multi-day itinerary with place cards.
Use when:
- Where things are matters to the decision: viewings across a city, hotels near a venue, a route between stops.
- The user needs to choose a place, or tell you a location by pointing at it (a pothole, a meeting point).
- A trip over several days: 'itinerary' shows the stops by day on a route with a card per place.
Avoid when:
- There is one address. Write it out.
- Location doesn't affect the decision. Use a list or a table.
- You don't have coordinates from a tool. Never guess latitude or longitude.
Rules:
- Take coordinates from a tool result, never from memory.
- Use 'pick' only when the user must choose one of the places, and 'pin' when they must point at a spot.
- With route, give every place an order starting at 1.
- In 'itinerary', send stops in visiting order with a day each, and a kind when one fits. Set selectable only when you need the user to choose a stop.
- Keep descriptions to the one fact that helps the choice: price, distance, time.
- On 'cancel', do nothing and ask what they'd like instead.

### show_insight
Show one personal insight from the user's data as a sentence with a tiny visual (bubbles, dot calendar, progress, compare, streak or sequence).
Use when:
- You have one personal insight from the user's own data worth a glance: where their money went, how often they went somewhere, how close they are to a budget, a streak, how many steps are left before a milestone.
- A tiny visual makes the sentence land faster than numbers alone.
Avoid when:
- The user asked to explore or compare a series over time. Use a chart.
- There are many records to read. Use a data table.
- The insight isn't backed by the user's data. Don't invent one.
Rules:
- State one insight, in one or two sentences, and bold the key figures.
- Every number in the sentence must come from the visual's data (sums and counts of it are fine).
- Pick the visual for the question: bubbles for a split of spend, dot-calendar for visits in a month, progress for a budget or goal, compare for this period vs last, streak for daily habits, sequence for logged steps toward a milestone (meals before a weigh-in, doses, sessions).
- For a streak, pass count when it began before the days shown.
- Use at most 6 bubbles; fold the long tail into one item with other: true.
- Set locale to the user's locale and match weekStart to it.

### show_stock
Show a market snapshot for one instrument: price, change, a price chart per range, key stats and source.
Use when:
- The user asks how a stock, ETF, index or crypto is doing, and a market data tool returned its quote and price history.
Avoid when:
- You have no quote from a tool. Never invent, estimate or recall prices.
- The user is comparing several instruments. Use a chart or data table.
- The user asks whether to buy or sell. Don't give investment advice.
Rules:
- Copy every price, candle and stat from the tool result unchanged.
- Only include the ranges the tool returned; set defaultRange to the one the question is about.
- Set delayed and marketState from the source; set timezone to the exchange's.
- Leave o/h/l out when the source only has one price per point; the chart draws a line.

### show_weather
Show the forecast for one place: current conditions, alerts, hourly and daily outlooks, with a one-line answer.
Use when:
- The user asks about the weather somewhere, or is planning around it: a trip, an event, packing, a drive.
- A weather tool returned the forecast for that place.
Avoid when:
- You have no forecast from a tool. Never invent or recall readings.
- Weather is incidental and one sentence answers it.
- The user compares many places at once. Use a data table.
Rules:
- Copy readings from the tool result unchanged, in the units it returned.
- Put your answer to the question in highlight.note, and set highlight.date to the day it's about.
- Include hourly when today or tonight matters, and daily when the question spans days.
- Include alerts only when the tool returned official ones; never write your own.

### show_weather_outlook
Show a simple 5 to 7 day forecast for one place: each day's icon, high and low.
Use when:
- The user asks what the weather will be like over the next several days, with no detail asked for.
- A weather tool returned a daily forecast for that place.
Avoid when:
- The question is about today's hours, wind, alerts or what to wear right now. Use Weather.
- You have no forecast from a tool. Never invent or recall readings.
- The user compares many places at once. Use a data table.
Rules:
- Send 5 to 7 days in date order, copied from the tool result unchanged, in the units it returned.
- Set units to match the readings.
- Add summary only when it says something the icons don't, in one short sentence.

### show_audio
Play a recording with a waveform, markers and an optional transcript, or just one clip of it.
Use when:
- You found or produced a recording the user should hear: a voice note, a call recording, a podcast clip, a generated voiceover.
- The user asks to play a specific part of a recording. Set startAt and endAt to that part.
Avoid when:
- You don't have a real audio URL from a tool, or (for a voice note) its precomputed peaks. Never invent them.
- The user only needs what was said. Quote or summarize the transcript in text.
- It's a video. Use a video player.
Rules:
- src, durationSeconds, peaks and segments must come from tool results. Peaks are only for kind 'voice-note', which shows a waveform.
- For 'the part where…', set startAt/endAt to the matching transcript segments and add a marker at the key moment.
- Keep marker labels to a few words.
- Only set downloadable when the user may keep the file.

### track_flight
Show the live status of one flight: state, delay, local departure and arrival times, progress, gates and baggage belt.
Use when:
- The user asks about a flight's live status: is it on time, has it landed, where is it now, which gate or baggage belt.
- You have the status from a flight-data tool result.
Avoid when:
- You don't have live data from a tool result. Never guess states, gates or times.
- The user wants their booking details, seat or boarding pass. Use show_flight_ticket.
- The user is comparing flights to book.
Rules:
- Pass times with the airport's UTC offset and IANA timezone exactly as the source gives them; don't convert them.
- Pass scheduled, estimated and actual times as reported; the component works out delays and remaining time.
- List updates newest first, in the source's words.
- Only set watch when you can actually notify the user; on 'watch', subscribe them and confirm in text.
- For live tracking, re-render the same component with new props rather than calling the tool again.

### show_kpis
A compact metric card: headline number, one visual (segments, dots, treemap or bars), legend with deltas, footer total; optionally per period.
Use when:
- The user asks how a business or finance number is tracking, from a connected tool: sales this week, what's left on a loan, where transactions went this month, revenue this year.
- One headline figure with a small breakdown answers it at a glance.
Avoid when:
- The user wants to explore a series or compare several over time. Use a chart.
- There are many records to read. Use a data table.
- It's one personal insight in a sentence. Use an insight card.
- The numbers aren't from the user's data. Don't invent them.
Rules:
- Every number must come from the tool result; totals and shares may be computed from it.
- Pick the visual for the question: segments for a split of a total, dots for installments or quotas (N of M), treemap for shares of spend by category, bars for a value per period with one highlighted.
- Only add periods when you have data for each; key every block by its period key, or use 'default'.
- Keep segments and legend rows in the same order, at most 5; treemap tiles at most 10, shares summing to about 100.
- Deltas, shares and 'percent' values are in percent units (12.5 = 12.5%); give deltas a short deltaLabel, e.g. 'vs last week'.
- Set currency (ISO 4217) wherever format is 'currency'.
- Add the action (a header button) only when the host can open the source data.

### show_balances
Show the user's balances across connected accounts: a net total with its change, an allocation bar of assets, and each account with liabilities listed separately.
Use when:
- The user asks about their money across connected accounts: their total balance, how much is in each account, or their net worth.
- You have the balances from a connected banking, brokerage or wallet tool.
Avoid when:
- You don't have the balances from a tool result. Never invent or estimate them.
- The user asks about transactions or spending. Use a data table, chart or KPI card.
- The user wants to move money, pay or trade. This card has no such actions; confirm those through the host's own flow.
- It's a single account's single number. Say it in a sentence.
Rules:
- Pass every balance exactly as the source returned it; let the component add them up. Only pass `total` when the source reports one.
- Mark credit cards and loans with kind 'credit' or 'loan'; they're subtracted from the total, never drawn in the allocation bar.
- For accounts in another currency, pass `currency` and the source's converted `balanceInDisplay`. Never convert with a rate you made up.
- Pass `mask` only as the source already masked it; never a full account number, IBAN or wallet address.
- Set hideAmounts when the user asks to hide amounts or is sharing their screen.
- Add 'reconnect' to actions only when an account has an error and the host can reconnect it.

### show_gallery
Show a slideshow of images or deck slides, optionally letting the user pick one or more.
Use when:
- The user wants to look through a set of images: listing or trip photos, product shots, design options, generated images.
- Previewing a short presentation deck slide by slide.
- The user is choosing between visual options: 'which of these photos should I post?', 'which logo concept?'.
Avoid when:
- There is a single image. Put it in the reply.
- The items are records to compare by name, price or rating. Use an entity card.
- You don't have real image URLs. Never invent or guess them.
- The content is a long document. Use an article.
Rules:
- Image src must come from a tool result or the host; never make up URLs.
- Give every image real alt text that says what it shows.
- Keep captions to one line; add a credit when the source is known.
- Use deck slides for deck previews: a headline, up to 6 bullets or one stat, and speaker notes.
- Set selection only when the user is choosing; add a specific submitLabel and max when it matters.
- Never set autoplay unless the user asks for a slideshow.
- On 'select', act on the returned slideIds only. On 'dismiss', ask what they want instead.

### show_region_map
Show a static map of US states or countries shaded by a value, with optional labelled pins.
Use when:
- The answer is a number per state or country and where it happens matters: sales by state, users by country.
- A few sites with a value each, where their location tells the story: projects and their size, deals and their value.
- The user should pick a state, country or site from data you show.
Avoid when:
- The user needs to find, compare or route between places, or drop a pin. Use the Map.
- Exact comparison matters more than geography. Use a chart or a data table.
- There are only one or two regions. Say it in a sentence.
- The data isn't by US state or country, e.g. cities in one region or sales territories.
Rules:
- Take every value, id and coordinate from a tool result. Never guess coordinates.
- Use regions for a value per state or country, pins for individual sites, highlight for a set of regions without values.
- Keep pin labels to the value ('$10M') and put the name in title.
- Set scale.format and currency so values read correctly; percent values are percentages.
- Only set selectable when the user's choice changes what you do next.

### show_price_details
Show everything about one item's price before buying: the current price and saving, a deal verdict, price history, the delivered cost breakdown and other sellers' offers, with actions to watch the price or add it to the cart.
Use when:
- The user asks about one item's price: is this a good price, what will it cost delivered, where is it cheapest, has it dropped.
- A store, price tracker or checkout quote returned the prices, and optionally the history, a cost breakdown or other sellers' offers.
Avoid when:
- You don't have prices from a tool. Never invent, estimate or recall prices.
- The user is choosing between different products. Use a comparison matrix.
- The user still has to pick a size or color. Use product options.
- The user is reviewing several items before checkout. Use a cart.
Rules:
- Copy every price, row, point and offer from the tool result unchanged, in one currency. Don't round or fix totals; the component flags totals that don't add up.
- Only set deal when the history or offers support it, and ground the reason in them ('Lowest price in 90 days').
- End history with today's price; send daily or weekly points.
- Keep memberPrice labels generic ('Members'), never a program's brand name.
- On 'watch-price', set up the alert for the target; on 'add-to-cart', use the host's cart. Never buy in chat.

### track_delivery
Show live tracking for one delivery: the current stage, a segmented progress bar, the arrival time and minutes left, the courier with a call button, any issue, and actions such as contacting the restaurant or changing delivery instructions.
Use when:
- The user asks where their order, groceries, parcel or ride is: 'Where's my food?', 'When will the pizza get here?', 'Track my parcel'.
- You have the stages and ETA from a tracking tool result.
Avoid when:
- You don't have live tracking data. Never guess stages, times or couriers.
- The user wants to place, change or cancel an order. Use the ordering components.
- It's a flight. Use track_flight.
Rules:
- Pass every stage of the delivery in order, in the source's words, with one current stage; mark finished ones done.
- Pass times with the delivery address's UTC offset, as the source gives them; the component works out the minutes left.
- Only add courier once someone is assigned, and phoneAvailable only when the service can connect a call.
- Only list actions the service supports. On a result, carry it out through the service and confirm in text; never show phone numbers.
- For live tracking, re-render the same component with new props rather than calling the tool again.

### show_funnel
Show a conversion funnel: people per step, drop-off between steps, the biggest drop, overall conversion vs the previous period, and optional segments.
Use when:
- The user asks how a multi-step flow converts or where people drop off: checkout, signup, onboarding, a trial-to-paid path.
- You have per-step counts from analytics, optionally for a previous period or by segment (device, channel, plan).
Avoid when:
- The steps aren't sequential, or people can enter at any step. Use a chart or a table.
- The question is about one number over time. Use a KPI card or a chart.
- You don't have real counts. Don't invent or estimate them.
Rules:
- Every count must come from the tool result, in funnel order; percentages and drops are computed by the component.
- Set `previous` per step only when you have the same steps for the comparison period, and name it in period.compareLabel.
- Give segments the same steps in the same order; at most 4.
- Add value.perConversion only when you know the real value of one conversion; the card states its 5% recovery assumption.
- Keep the insight to one sentence that names the step and a number from the data.
- Drill-down and export are the user's requests, not actions you've taken: fetch the step's detail when asked.

### show_forecast
Show a forecast of one metric: actuals, the median projection with uncertainty bands, scenarios, and when it reaches a goal or crosses a limit.
Use when:
- The user asks where a business or personal metric is heading: next quarter's revenue, when the runway ends, expected ticket volume, whether a savings goal will be met.
- A forecasting tool returned the history and the model's median, ideally with quantile bands.
Avoid when:
- You have no forecasting tool result. Never extrapolate a trend yourself or invent bands.
- The user wants to try what-if inputs themselves. Use Simulation.
- It's a weather forecast. Use Weather.
- The user only asks about the past. Use Chart.
Rules:
- Copy history, forecast, scenarios, drivers, method and accuracy from the tool result unchanged.
- Pass the quantiles the model returned (p10/p90 for the 80% range, p25/p75 for the 50% range); omit them when it returned none rather than guessing.
- Use threshold for limits the user fears crossing (cash at 0, capacity) and target for goals; the component computes the crossing date.
- Keep assumptionsNote to one sentence. If assumptions matter to the answer, follow with the Assumptions component.
- On 'adjust', show the Assumptions or Preference Controls component; on 'alert', confirm the alert before creating it. Re-run the forecast after changes.

### show_heatmap
Show a heatmap: a matrix of two dimensions, a calendar of days, or a cohort retention triangle, shaded by value.
Use when:
- The answer is how a number varies across two dimensions: orders by day and hour, sales by product and region, usage by feature and segment.
- Activity per day over weeks or months: commits, workouts, sales days.
- Retention by signup cohort over periods.
- The user should pick a slot from the pattern, e.g. a time to schedule a campaign.
Avoid when:
- One dimension over time. Use a chart.
- Exact values matter more than the pattern, or there are only a few cells. Use a data table.
- Values by US state or country. Use the region map.
Rules:
- Take every value from a tool result; send null for missing data rather than 0.
- Matrix: send rows and columns first, then cells. Calendar: one entry per day in the range, 0 for empty days. Cohort: rows oldest first, period 0 first, with cohortSizes.
- Set format, currency and unit so values read correctly; percent values are percentages.
- Use scale.diverging only for values that go either way around a midpoint, like change vs last week.
- Use highlight for the one cell the answer is about; say the same thing in your reply.
- Only set selectable when the user's choice changes what you do next.

### show_lab_results
Show lab test results with each value placed on the lab's reference range, flags, and trends from earlier tests.
Use when:
- The user asks to see lab results you have read from a report or health record: 'Show my blood test results', 'Is my vitamin D low?', 'How has my cholesterol changed?'.
- The report gives a reference range for each marker, so values can be placed on it.
Avoid when:
- You have no lab report or record. Never invent values or ranges.
- The user asks what a result means for their health or what to do about it. Say you can't interpret results and suggest they discuss them with their clinician.
- It's a single reading the user is tracking themselves (weight, blood pressure log). Use Chart or KPI Card.
Rules:
- Copy values, units, ranges, flags, history and clinicianNote from the report unchanged. Ranges come only from the lab report, never from general knowledge.
- Set flag only when the lab printed one; otherwise omit it and let the component compute the position.
- Never diagnose, suggest causes or recommend treatment, in the component or around it. Describe positions only: 'within', 'below' or 'above the lab's range'.
- Set explain on markers the user is likely to ask about. On 'explain', describe what the marker measures in general terms (the Term Explainer fits), without interpreting the user's value.
- Keep group names as printed on the report. Up to 30 markers; split larger reports by panel.

### recommend
Show a shortlist ranked for the user's situation, with reasons, trade-offs and the constraints each option meets.
Use when:
- The user asks which option is best for them: where to stay, which tool to buy, who to interview first, what to cook.
- You compared a few real options against their situation and can say why each one fits or doesn't.
Avoid when:
- There is one clear answer. Say it in a sentence.
- The user wants to compare many attributes side by side without a verdict. Use a data table.
- You only want to show items to browse or buy. Use the entity card.
- You haven't looked anything up. Never rank options from memory.
Rules:
- Write basis as one sentence naming what the ranking optimizes for, in the user's terms.
- Rank 1 is your top pick; give each item 1–3 reasons specific to this user, not generic praise.
- Be honest: add trade-offs, and mark a missed must-have as false rather than leaving it out.
- Fill meets for every constraint; use 'partial' when it's met only in part.
- Only cite [n] sources you retrieved, and only for claims they support.
- On 'more', search again with the reason; on 'select', act on the returned ids only.

### compare_options
Compare 2–5 options side by side across shared criteria, mark where they differ and the best value per row, and optionally let the user pick one.
Use when:
- The user wants to compare 2–5 options side by side across the same criteria: plans, products, vendors, candidates, approaches.
- Seeing where the options differ is the point, and the user may pick one.
Avoid when:
- There is one option. Use an entity card or a summary.
- There are more than 5 options, or many records with the same fields. Use a data table.
- The options differ on one number. Say it in a sentence or use a chart.
- You can't read the real values. Fetch them first; never fill gaps from memory.
Rules:
- Every value comes from a tool result. Use null for anything unknown; never guess.
- Use the same criteria for every option, grouped (Pricing, Features, Support) and ordered by what the user asked about.
- Set `better` only where one direction clearly wins (price lower, battery higher). Leave it off for neutral facts like screen size.
- Add `weight` only when the user's priorities are known, e.g. 'for video editing'. The score is computed from the values; don't state your own.
- A recommendation must follow from the values shown, and its reason must cite them.
- Set selectable only when the choice changes what you do next, e.g. switching plans. Act only on a 'select' result.

### show_search_results
Show search results the user can filter, sort, page through and pick from.
Use when:
- You retrieved a collection the user will browse and narrow: listings, products, articles, tickets, people.
- There are enough results (roughly 5 or more) that filtering, sorting or paging helps.
Avoid when:
- There are 1–3 results. Describe them, or use entity cards.
- The user needs to compare records across many columns or act on them in bulk. Use a data table.
- The user asked a question with one answer. Answer it.
Rules:
- Every result, total and facet value must come from a tool result. Never invent results or counts.
- Send the query as you ran it. Set total when the source reports more matches than you sent, and hasMore when it can return another page.
- Only define facets that have values in the results, and put the values in each result's facets.
- Highlight matched terms in snippets with **double asterisks**, nothing else.
- On 'search', run the query again with the filters; on 'load-more', fetch the page at offset and send all results so far.
- Filters are local. Never claim the source was filtered unless you searched again.

### show_relationships
Show how things connect as an interactive graph: a hierarchy, dependencies, cause and effect, or a network.
Use when:
- The answer is how things connect: an org chart, what depends on a service, what caused a metric to move, how companies or people are linked.
- There are more links than a sentence or a list can carry, roughly 5 to 60 nodes.
Avoid when:
- Things happen in order over time. Use a timeline.
- It's a plain list or a ranking with no links between items. Use a list or a data table.
- There are only two or three nodes. Say it in a sentence.
- The links are guesses. Only draw relationships that come from data.
Rules:
- Take nodes, links and health from tool results; never invent a link.
- Pick the layout for the shape: tree for one parent per node, flow for direction (dependencies, causes), network for undirected connections.
- Use edge kinds so arrows read right: 'depends-on' points at the dependency, 'reports-to' points at the manager, 'causes' points at the effect.
- Set focusId to the node the user asked about, and rootId to the top of a tree.
- Label cause-and-effect links with the evidence, e.g. '+38% errors'. Keep labels short.
- Only set selectable when the user's choice changes what you do next; on 'explain', explain that node and its links.

### compare_flights
Show ranked flight offers from a fare search: times local to each airport, stops, fare and bags, with the cheapest and fastest marked. The user can re-sort and pick one.
Use when:
- The user searched for flights and should compare a few bookable options and pick one: 'flights to Athens in November', 'cheapest nonstop to Lisbon'.
Avoid when:
- The user already booked. Use a flight ticket.
- The user asks about a flight in progress. Use flight status.
- You have no live fares. Search first; never invent prices or times.
- More than 10 options. Narrow the search (nonstop, time of day) first.
Rules:
- Every price, time and fare rule comes from the fare search result. `price` is the total for all passengers.
- Send times with the airport's offset and each airport's IANA timezone, so times show local to each airport.
- Order `offers` by what the user asked for (cheapest, fastest) and set `sort` to match.
- Pass `search.passengers` so the card says who the prices are for.
- Act only on a 'select' result, then confirm the fare before booking: prices change.

### show_part_diagram
Show an interactive exploded view that breaks an object into its parts, grouped into systems the user can highlight.
Use when:
- The user asks how a physical object or machine is built or works: 'break down a bike', 'how does a coffee grinder work?', 'parts of a keyboard'.
- The answer is parts and how they group into systems, and seeing them in place helps.
Avoid when:
- The parts are abstract (software services, teams). Use a relationship graph.
- Steps in order matter more than parts. Use a timeline or steps.
- You can't draw it recognisably with simple lines and circles. Use a list.
Rules:
- Draw simple, recognisable line art: circles, rects, lines and polylines; paths only for curves.
- Draw every part where it sits assembled, inside the viewBox, and leave margin for the exploded positions.
- Explode vectors point outward from the object's centre so parts don't land on each other; stacked objects explode along dy.
- Use 2 to 8 systems and give every part one. Keep labels short and summaries to one or two plain sentences.
- Set overview for the 'All' view: a short heading and how the systems work together.
- Only set askable when you'll follow up; on 'explain', explain that part or system.

### build_calculator
Build a small interactive calculator from inputs and output formulas, so the user can adjust the numbers themselves.
Use when:
- The answer depends on numbers the user may want to adjust: headcount, budget, rate, duration.
- The user is exploring a trade-off, e.g. a budget split, a recipe scale or a loan term.
Avoid when:
- All inputs are known and fixed. Calculate it and answer in a sentence.
- You are unsure of the right formula. Explain the method in text instead.
- The numbers must come from live data the formulas can't see. Fetch the data first.
Rules:
- Default every input to what the user already said; only expose inputs they might change.
- Prefer sliders: give every value with a sensible range a slider with min, max and step that bracket the user's value; use a number field only when no range makes sense.
- Formulas may only use input ids and earlier output ids.
- Mark one output as primary, give each output a unit or format, and round sensibly.
- When the primary output is a sum of parts (contributions and growth, principal and interest), add a breakdown instead of extra outputs.
- Keep output labels to 2–4 words. When a value falls into named ranges (a BMI category, a risk level), add bands to that output instead of a separate coded output such as '1 under, 2 healthy'.
- Keep assumptions to one short line. Present results as estimates, not financial advice.

### show_checklist
Give the user a checklist to work through: timed steps, or things to pack or bring, optionally in sections.
Use when:
- The user will carry out several steps over time: a cooking timeline, onboarding, a renewal, a launch.
- Ticking things off helps them keep their place.
Avoid when:
- The steps are things you will do yourself. Show an action plan or activity instead.
- There are only one or two steps. Say them in text.
- The list is information, not tasks. Use plain bullets.
Rules:
- Write each step as an action the user takes, in the order they'll do it.
- For a timeline, give each step a time and, if useful, a one-line description. For a list of things (packing, documents), use short labels only.
- Use group to split long lists into sections, and countLabel for what the count means ('packed').
- Use meta only for an owner; keep it under a few words.
- Only add submitLabel when their progress changes what you do next.

### run_simulation
Show an interactive what-if model that runs over time, so the user can move the inputs and watch the outcome change.
Use when:
- The question is how something changes over time: savings growth, a loan payoff, a support backlog, stock levels.
- The user wants to try what-ifs, e.g. a bigger deposit, more staff or an extra payment.
Avoid when:
- The answer is a single number. Use a calculator.
- The figures already exist as data. Chart them instead of simulating them.
- You are unsure how the system behaves step to step. Explain the method in text.
Rules:
- Default every input to what the user said; the default run is the dashed baseline.
- Give each state exactly one step formula; formulas may only use declared ids and t.
- Use stopWhen for runs that end, such as a paid-off loan, and milestones for moments worth marking.
- Plot one to three series that share a unit.
- Present results as estimates from the stated assumptions, not advice.

### start_timer
Give the user a working countdown, interval timer or stopwatch for a task.
Use when:
- Timing matters to what the user is doing right now: cooking, steeping, resting dough, a workout, a pomodoro, a rehearsed talk.
- The user asks you to set a timer, run intervals, or time something.
Avoid when:
- The user needs a reminder at a clock time, hours or days away. Use a reminder or calendar tool.
- The time is only information, e.g. 'how long do eggs boil?'. Answer in text.
- You would need to act when it ends without the user present. The timer runs in the user's browser.
Rules:
- Give it a short title, the thing being timed: 'Roast', 'Tea', 'Talk'.
- Use one step for a countdown, a sequence of labelled steps for intervals, and repeat for rounds instead of listing them.
- Leave autoStart false unless the user asked to start now.
- On 'completed', move to the next thing they need; on 'cancelled', don't restart it unasked.

### show_clocks
Show the time in one or more places, live or at a given moment, with an optional working-hours overlap planner.
Use when:
- The user asks what time it is somewhere, or wants clocks for several places.
- The user wants a time converted between zones: 'when is 3 pm Lisbon in San Francisco?'.
- The user wants to find a meeting time across zones (set planner).
Avoid when:
- A single conversion the user only needs as a fact in a sentence, with no other places.
- Scheduling against real calendars. Fetch availability and use a slot picker.
- Counting down to something. Use a timer.
Rules:
- Use IANA timezones ('Asia/Kolkata'), never abbreviations like 'IST'.
- Put the place the user is asking from, or the place they named a time in, first.
- For a conversion, set referenceTime as an ISO date-time with that place's offset; omit it for 'now'.
- Only set planner when the user wants to find a time; schedule nothing until you get a 'pick-time' result, then confirm it.

### show_qr_code
Show a scannable QR code for a link, guest Wi-Fi, a contact card, an event, an email, a phone number or plain text, with a readable summary and PNG/SVG download.
Use when:
- The user wants something to scan with another device or to print: a menu or sign-up link, guest Wi-Fi, a contact card for a badge, an event to add to calendars.
- The host's payment tool returned a payment request link and the user wants it as a code.
Avoid when:
- The user only needs the link on the device they're using. Send it as a link.
- You don't have the link, password, number or payment link from the user or a tool result. Ask; never invent them.
- The content is long (more than a few hundred characters). Share a file or a link instead.
- The content is a secret beyond guest Wi-Fi: account passwords, API keys, recovery codes.
Rules:
- Pick the most specific type: wifi, contact, event, email or phone rather than text, so phones offer the right action.
- Pass links, Wi-Fi credentials, phone numbers and email addresses exactly as given. Payment requests are only ever a url the host's payment tool returned.
- Give event date-times with their UTC offset; use a plain date for all-day events.
- Leave errorCorrection at M. Use Q or H for printed codes that may get scuffed, L when the content is long.
- Add a caption that says what scanning does, e.g. 'Scan to join the guest Wi-Fi'.

### show_countdown
Show how many days are left until a date that matters, with optional progress, working days, milestones and other upcoming dates.
Use when:
- The user asks how long until a date: a trip, a launch, a wedding, a deadline, a due date, a holiday.
- The user wants to see a few upcoming dates side by side, counted down.
Avoid when:
- The user wants to time minutes or hours they start and stop: cooking, a workout, a talk. Use the timer.
- The user needs a reminder to fire at a time. Use a reminder or calendar tool.
- The date is unknown or only implied. Ask, or look it up first; never guess a date.
- The question is about the past only, e.g. 'how long ago was…'. Answer in text.
Rules:
- Use a plain date for whole-day events (trips, birthdays, deadlines) and a date-time with timeZone for events at a time (a launch at 9 AM New York).
- Put the event the user asked about first; order the rest soonest first.
- Leave precision unset unless the user asks for hours or seconds; it tightens on its own as the date gets close.
- Set since only when you know when the wait began, e.g. the booking date from a tool result.
- Turn on countBusinessDays for work deadlines, and say that holidays aren't excluded if it matters.

### show_medication_schedule
Show the user's medicine or supplement schedule: this week's doses at a glance and today's doses to mark taken or skipped.
Use when:
- The user wants to track or be reminded about medicines or supplements they already take: 'remind me to take vitamin D three times a week', 'did I take my antibiotics today?', 'set up reminders for my prescription'.
- You have the schedule from the user's own words or their prescription data.
Avoid when:
- The user asks what to take, how much, or when. Don't answer with a schedule; suggest they ask their pharmacist or clinician.
- You'd have to guess any part of the schedule. Ask the user instead.
- The question is about side effects, interactions or symptoms. This is a log, not advice.
Rules:
- Use only the schedule the user or their prescription gave. Never suggest or fill in doses, times, strengths or medicines.
- Copy strength and instructions exactly as written on the label; leave them out when unknown.
- Never put dosing advice or diagnosis anywhere in the props.
- log must come from stored history. Never invent past doses.
- Set reminders only when your host can send them.
- On 'log', store the entries: write new ones and remove ones that dropped out (undone). On 'refill', hand off to the pharmacy flow; don't order anything yourself.

### show_sound_meter
Show a sound level meter: measure with the user's microphone, or show a sensor reading.
Use when:
- The user asks how loud it is where they are: 'how loud is it in here?', 'is my office quiet enough to record?', 'is the baby's room quiet?'.
- You have a reading from a connected sound sensor or tool and want to show it with context.
Avoid when:
- The user asks about typical loudness in general ('how loud is a jet?'). Answer in text.
- Hearing health or medical questions. The meter gives general safety information, not medical advice.
- You need a calibrated or legal measurement. Browser readings are approximate and unweighted.
Rules:
- Live: the user presses Start; never claim a level before you receive a 'measurement' result.
- Say live levels are approximate when you answer, and base your answer on the average.
- Set purpose when the user names one: recording, sleep or workplace.
- Reading: every value must come from the sensor's tool result; set allowAlert only if you can create alerts.
- On 'alert', create the alert at the threshold and confirm it in one line.

### show_todos
Show the user's to-do list, editable in the chat; their edits come back as one change set when they save.
Use when:
- The user asks about their own to-do list: 'what's on my list today?', 'what's overdue?'.
- The user asks to add, reschedule or tick off tasks in their tasks app.
- The user wants a list they'll keep and edit, e.g. a packing or shopping list.
Avoid when:
- The steps are your instructions for one task (a recipe, a setup guide). Use a Checklist.
- The items are things you will do yourself. Show a plan instead.
- Work items move between stages on a team board. Use a Kanban Board.
- You can't read the user's list. Fetch it first; never invent their tasks.
Rules:
- Pass items exactly as the tasks app returns them, in order. Never change their text, dates or done state yourself.
- To add a task the user asked for, include it in items with isNew: true and a new id. It is saved only when the user saves.
- Put your own ideas in suggestions, each with a short reason; never mix them into items.
- Use groupBy 'due' for 'today' or 'overdue' questions, 'tag' for categorized lists like packing.
- Write nothing to the tasks app until you receive action 'save', then apply exactly the returned changes. On 'discard', write nothing.

### reveal_secret
Show the user a secret safely: masked until they reveal it, auto-hiding, with copy and best-effort clipboard clearing. Or generate a strong password in their browser.
Use when:
- The user asks for a secret they're entitled to see and a tool returned it: a shared Wi-Fi password, backup codes, an API key they just created, a door code.
- The user wants a new strong password: use kind 'generated' so it's made in their browser and you never see it.
Avoid when:
- You haven't verified the user may see the secret. Check access first; never reveal someone else's credentials.
- You don't have the secret from a tool result. Never invent, guess or reconstruct one.
- The value isn't secret (a booking reference, an order number). Show it as text.
- The user wants a guest network as a scannable code. Use the QR code.
Rules:
- Pass the value exactly as the tool returned it, and never repeat it in your reply, a summary or another tool call.
- For a new password, use kind 'generated' with generate options; don't put a password you made up in value.
- Set oneTime for recovery and one-time codes, rotatable when you can issue a replacement, and expiresAt when the secret lapses.
- Put where to use it in hint (the network, the door, the service), never the secret.
- Results only say what the user did ('revealed', 'copied', 'rotated-request', 'dismiss'). On 'rotated-request', issue a new secret and show a new card.

### translate_text
Show a translation with an editable source, language pickers, alternatives, transliteration and usage notes.
Use when:
- The user asks to translate text: an email, a menu, a sign, a phrase they want to say.
- The user may want to tweak the source, switch languages or compare phrasings.
Avoid when:
- The user asks what a single word means in their own language. Answer in text.
- The text is a whole document. Translate it as a file.
- You don't have a translation from your translation tool yet. Get it first; never make up the target text.
Rules:
- Pass the source text exactly as given; set detected: true when you inferred the language.
- target.text, alternatives and transliteration come from the translation tool.
- Set formality only for languages that distinguish it, and say which register you used.
- Add a transliteration for non-Latin targets when the user wants to say it aloud.
- Keep notes to real usage differences (region, register); at most three.
- On 'translate', translate the returned text from 'from' to 'to' (with the formality) and re-render. On 'choose', use that phrasing from now on.

### scale_quantities
Show quantities that scale live with a number of people, guests or servings, with a copyable shopping list.
Use when:
- Quantities depend on a headcount the user may change: a recipe, party supplies, catering, packing for a group.
- The user asked how much to buy or bring for a number of people.
Avoid when:
- The count is fixed and final. Give the list in text.
- The quantities depend on more than one number (budget, duration). Use a calculator.
- You don't know the per-person amounts. Find a source first.
Rules:
- Set base to the count the quantities are written for, and value to what the user asked for.
- Use 'fixed' for things that don't grow with the count and 'step' for whole items like eggs or packs.
- Give each item its natural unit; grams switch to kilograms (and ml to litres) at 1000 on their own.
- Keep the note to one line; skip it unless it changes what to buy.

### estimate_revenue
Show a revenue estimator: a participants slider, price-per-person options and the resulting total, updating live.
Use when:
- The user asks how much they could earn from a number of paying people: a course cohort, workshop, event or tour.
- There are a few price options to compare and the headcount is uncertain.
Avoid when:
- Income depends on more than a count and a price (costs, discounts, growth over time). Use a simulation or calculator.
- There is a single price and a fixed count. State the number in text.
- You don't know the prices. Ask first; they are data, not guesses.
Rules:
- Set value to the headcount the user mentioned, otherwise leave it for the midpoint.
- Give two to five tiers, cheapest first, each with a short label.
- Use note for what the total leaves out (fees, VAT, costs), in one line.
- Present the total as an estimate from the stated prices, not advice.

### ask_questions
Ask the user a short batch of questions, one at a time, and wait for their answers before continuing.
Use when:
- You need 1–5 decisions from the user before you can do the work well.
- The answer would materially change the result and you cannot infer it.
- The choices are discrete enough that you can propose good options.
Avoid when:
- You can find the answer yourself in data, files or earlier messages. Look it up.
- It is a single yes/no. Ask in one sentence or use follow-up chips.
- You would need more than 5 questions. Proceed with sensible defaults and ask afterwards.
- You are collecting record data such as an address or a new contact. Use a generated form.
Rules:
- Put the most consequential question first.
- Options that refer to real entities must come from a tool result, never invented.
- Recommend at most one option per question and say why in its description.
- Keep allowOther on unless the options are truly exhaustive.
- For 'delegated' answers, choose the recommended option or your best judgement, and tell the user what you chose.

### start_flow
Walk the user through a short multi-step flow (choices, time slots, contact or address fields, review) and wait for them to submit it.
Use when:
- The user wants to complete a short task that needs a few ordered inputs: booking, returning, scheduling, signing up.
- Later steps depend on earlier ones, or the inputs mix choices, times and contact details.
Avoid when:
- You only need one or two answers. Ask in text or use a question stepper.
- You are collecting a single record with many fields and no order. Use a form.
- The task needs more than 5 steps. Split it, or do part of it yourself.
Rules:
- Keep it to 2–5 steps, each with a short title, in the order a person would decide.
- Options and slots that refer to real items, payment methods or availability must come from a tool result.
- Mark only the fields you truly need as required.
- End with a 'review' step before anything binding, such as a booking, payment or return.
- Don't act until you receive action 'submit', and use only the returned values.

### fill_form
Show the user a short form to fill in and wait for the submitted values.
Use when:
- You need several pieces of structured data from the user to create or update a record: a new contact, a shipping address, an event RSVP.
- The values are the user's to provide and you cannot look them up.
Avoid when:
- You need one or two decisions. Use the question stepper or ask in a sentence.
- You can find the values yourself in data, files or earlier messages. Look them up and prefill or skip them.
- The user is choosing among records you fetched. Use an entity picker.
Rules:
- Never ask for passwords, payment card numbers, bank details or government IDs. Send the user to the system's own secure page instead.
- Keep it to 10 fields or fewer, in the order the user thinks about them; put required fields first.
- Prefill default from real records when you have them, and mark only truly necessary fields required.
- select options must come from the system you will write to, never invented.
- Use pattern only for real format rules, always with a patternMessage.
- Use money for an amount the user decides (a budget, a price cap), with currency set; use phone for a contact number; use tags for a free list of short labels; use mention only with options you fetched, and read result.mentions for the ids.
- Do nothing with the data until you receive action 'submit'; on 'cancel', stop and ask in text if needed.

### pick_entities
Let the user choose one or more real records you fetched, and wait for their choice.
Use when:
- The user must choose which real records to work with: an ad account, campaigns, files, teammates.
- You fetched more than one candidate and cannot tell which they mean.
Avoid when:
- Only one record matches. Use it and say which one.
- The choices are not records but options or preferences. Use the question stepper.
- You have not fetched the records yet. Fetch them first; never list records from memory.
Rules:
- Every entity must come from a tool result, with its real id.
- Use description to tell similar records apart (account id, email, path).
- Use group when records belong to different parents, e.g. campaigns by ad account.
- Set multiple and max only when the next step can take several records.
- Act only on the ids returned with action 'select'.

### pick_slot
Let the user pick a date and time from real availability, and wait for their choice.
Use when:
- The user needs to pick a time for something with real availability: a call, a table, a service appointment.
- You fetched open slots from a calendar or booking system.
Avoid when:
- You have not checked availability. Fetch it first; never offer invented times.
- There is exactly one possible time. Ask for a yes or no in text.
- The user already named a time that is free. Book it, or confirm it with a change preview.
Rules:
- Every slot must come from a tool result, with its real id.
- Always set timezone to the zone the times are in, and use the user's zone when you can.
- Include taken slots as available: false when it helps the user see the shape of the day; drop days with nothing at all.
- Book only the slotId returned with action 'select', and re-check it is still free before booking.
- To show the chosen time in another component (a bind), bind to the result's label, which reads like 'Monday, October 12 at 9:30 AM'; start is the raw value.

### request_files
Ask the user to upload files that meet stated rules, and wait for them.
Use when:
- You need files from the user to continue: ad creatives, a receipt, a profile photo, a document to review.
- The files have rules you can state up front: type, size or image shape.
Avoid when:
- The file is already available to you in a connected system. Fetch it instead.
- You only need a link or a short piece of text. Ask in text.
Rules:
- Use one slot per distinct file, with the platform's real requirements (e.g. Story 9:16, Feed 1:1).
- State accept, maxSizeMB and aspectRatio rather than describing them in prose.
- Never ask for identity documents, payment cards or other sensitive files.
- You receive file metadata only; the host passes the files to your tools. Don't claim to have seen file contents.

### choose_product_options
Let the user choose options (size, color…) and a quantity for one product, then add it to the cart.
Use when:
- The user wants a specific product that comes in options (size, color, grind, bag size) and is ready to add it to the cart.
- The catalog gave you the options, prices and stock for that product.
Avoid when:
- The user is still comparing several products. Show them as entity cards first.
- The product has no options. Add it directly, or use an entity card's add_to_cart action.
- You don't have the options or stock from the catalog. Never invent sizes, prices or availability.
- The user wants to pay. This component only adds to the cart; checkout happens in the host's own checkout.
Rules:
- Pass options, prices, priceDelta and variants exactly as the catalog returned them.
- Give variants with stock whenever the catalog has them, so out-of-stock combinations are disabled.
- Set compareAt only when the catalog reports an original price.
- On add_to_cart, add exactly the returned variantId (or options) and quantity through the cart API, then confirm in one line.
- On cancel, add nothing.
- Never ask for card or payment details in chat.

### browse_files
Show the user a folder of their files to navigate and pick from, and wait for their choice.
Use when:
- The user needs to find and pick files in their storage: attach a deck, choose contracts to summarize.
- You listed a folder or searched and found several candidates in different folders.
- The user wants to look around a folder you opened, with links to open each file.
Avoid when:
- Only one file matches. Use it and say which one.
- The items are not files, e.g. accounts or people. Use the entity picker.
- The user wants to upload files from their device. Use the file upload.
- You have not listed the folder yet. List it first; never describe files from memory.
Rules:
- Every folder and file must come from a tool result, with its real id, name and modified date.
- Send only the part of the tree around the task; keep nesting to a few levels.
- Set startFolderId to the folder with the likely match so the user starts there.
- Use selection 'single' when the next step takes one file, and max when it takes a few.
- Only include url when your tool returned one.
- Act only on the files returned with action 'select'.

### pick_color
Let the user pick one or more colors from a palette you fetched, with contrast and a preview, and wait for their choice.
Use when:
- The user must choose a color from a real set: paint colors, brand colors, fabric or product finishes, chart or theme colors.
- Seeing the colors, their contrast or how they look in use helps the decision.
Avoid when:
- You have no palette from a tool result. Fetch it first; never list colors or codes from memory.
- The choice isn't visual, e.g. a product variant named by color. Use product options.
- There is one obvious color. Say which and why.
Rules:
- Every color, hex and code must come from the source, exactly as given.
- Use group to split long palettes into families, e.g. 'Warm neutrals', 'Greens'.
- Set compareAgainst when the user mentions what they have now, and preview 'swatch' to show both.
- Use preview 'ui' for interface colors and 'text' when readability matters.
- Set allowCustom only when a color outside the palette is acceptable.
- Act only on the colors returned with action 'select'. Custom colors have no id; treat them as hex values.

### book_hotel
One hotel's rooms and rates for the user's stay with the full price, handed off to booking; or an existing reservation.
Use when:
- The user has one hotel in mind and wants to book it: show its real rooms, rates and prices for their dates.
- The user asks which room fits their party at a specific hotel.
- The user asks about an existing reservation (mode 'confirmation').
Avoid when:
- The user is still comparing hotels. Show them as entity cards first.
- You don't have availability and nightly prices from a booking tool. Never invent prices, rooms or availability.
- The user wants to pay in chat. Reserve hands off to the host's booking flow.
Rules:
- Pass rooms, rates, nightly prices, taxes, fees and cancellation deadlines exactly as the source returned them, in one currency.
- Quote nightly prices for every night of `stay`; mark per-night taxes and fees with perNight, and fees paid at the hotel with payAtHotel.
- Order rooms with the best fit first. The first room that fits is preselected.
- On reserve, start the host's booking flow with exactly the returned roomId, rateId and stay. Never treat it as booked until the source confirms.
- On change-stay, fetch availability for the returned stay and show this component again.
- On cancel-booking, cancel through the booking tool and confirm in one line. On dismiss, do nothing.
- Never ask for card details in chat.

### pick_showtime
Show a venue's schedule by day, with titles and session times, and let the user pick one session and how many tickets.
Use when:
- The user wants to see what's on and pick a session: films, theater, concerts, classes, tours, restaurant seatings.
- You fetched a venue's schedule with real session ids.
Avoid when:
- You haven't fetched the schedule. Never invent titles or times.
- There's one title with one session. Ask for a yes or no in text.
- Booking a generic appointment with no titles. Use a slot picker.
Rules:
- Every title and session must come from a tool result, with its real id.
- Only include days that have sessions; mark sold-out sessions with soldOut instead of dropping them.
- Set defaultDate to the day the user asked about ('tonight' → today).
- The result is a choice, not a booking: check availability and confirm price before you book.

### pick_seats
Show a seat map (plane, cinema, theater with curved rows and levels, train, bus or venue) and let the user pick seats, one per passenger or a set count.
Use when:
- The user picks or changes seats on a real layout: a flight, a cinema or theater show, a train or bus, an event floor.
- You fetched the seat map and availability from the booking system.
Avoid when:
- The user asked for any seat, or a seat type you can just request (e.g. 'any aisle seat'). Book it and say which one.
- You don't have the real map. Fetch it first; never invent rows or availability.
- The choice is between ticket types or zones, not seats. Use product options or an entity picker.
Rules:
- Send rows front to back and seats left to right, with { gap: true } for aisles so columns line up.
- Use passengers when you know who's travelling; use count otherwise.
- Pass the user's existing seats as current when they're changing seats.
- Set price only for seats that cost extra, with currency. For shows priced by area, send zones and set each seat's zone instead.
- For theatres, send each level (Stalls, Dress circle, Upper circle, Boxes) as a section; set stage: 'below' on circles and layout: 'boxes' for boxes.
- Mark seats with a restricted view with the 'restricted-view' feature and say why in note.
- This only picks seats. Book or change them yourself after a 'select' result, and confirm the price before charging.

### reserve_table
Show one restaurant's open tables for the user's party and hand off to booking; or show an existing reservation.
Use when:
- The user wants a table at a specific restaurant: show its real open times for their party.
- The user asks what's free at a time or on a day at one restaurant.
- The user asks about an existing reservation (mode 'confirmation').
Avoid when:
- The user is still choosing a restaurant. Show them as entity cards first.
- You haven't fetched availability for the party size. Never invent times.
- It's a generic appointment, not a restaurant. Use the slot picker.
Rules:
- Pass days, slots, areas and notes exactly as the source returned them, for the party size in `party.size`. Include fully booked days with empty slots.
- Set defaultDate to the day the user asked for.
- Only list occasions and dietary options the booking system accepts; omit requests otherwise.
- On reserve, start the host's booking flow with exactly the returned date, time, size and area. Never treat it as booked until the source confirms. The provider collects any deposit.
- On change-party, fetch availability for the new size and show this component again.
- On cancel-reservation, cancel through the booking tool and confirm in one line. On dismiss, do nothing.
- Never ask for card details in chat.

### build_selection
Let the user build a combination of options with metrics (cost, size, time) and see the totals, budgets and score update live.
Use when:
- The user is assembling a combination where every choice has a cost or impact: APIs and their load time, plan add-ons and their price, PC parts within a budget, integrations and their monthly cost.
- Seeing the combined total, and whether it fits a budget, should shape the choice.
Avoid when:
- The options have no numbers to combine. Use the Entity Picker or Question Stepper.
- You don't have real metrics for every option. Fetch them first; never estimate prices, sizes or timings.
- It's one product with variants (size, color). Use Product Options.
Rules:
- Every metric value and budget comes from a tool result or the user, never from you.
- Order metrics by importance; the first two are the big numbers.
- Use requires for real dependencies and excludes for real conflicts; set group max 1 for one-of choices like a CPU.
- Only add score when budgets exist, and say what the budget is in your reply.
- Over budget is allowed: on submit, read the totals and point out any overrun before moving on.
- On 'dismiss', drop the flow and ask what they'd like instead.

### rent_car
Real rental car offers for a trip to filter and pick, with cover, extras and full cost, handed off to booking; or an existing rental.
Use when:
- The user wants to rent a car for a trip and you have real offers from a rental tool: show them to compare and pick.
- The user asks for a kind of car ('automatic for 5 people with luggage'): preset defaultFilters from the request.
- The user asks about a rental they already have (mode 'confirmation').
Avoid when:
- You don't have offers and prices from a rental tool. Never invent offers, prices, cover or extras.
- The user wants a taxi, transfer or ride. This is for self-drive rentals.
- The user wants to pay in chat. Reserve hands off to the host's booking flow.
Rules:
- Pass offers, prices, cover, extras, deposits and deadlines exactly as the source returned them, in one currency.
- Quote prices for the given pickup, dropoff and driver age; pass driver.age when the user gave it so the young driver fee applies.
- Put the included cover first in insurance; mark add-ons paid at the counter with payAtDesk.
- Preset defaultFilters only from what the user asked for.
- On reserve, start the host's booking flow with exactly the returned offerId, insuranceId and extras. Never treat it as booked until the source confirms.
- On change-trip, fetch offers for the returned pickup, dropoff and driverAge and show this component again. If the location changed, resolve its time zone again.
- On cancel-rental, cancel through the rental tool and confirm in one line. On dismiss, do nothing.
- Never ask for card details in chat.

### setup_preferences
Walk the user through setting up their lasting preferences, one visual step at a time (cards, chips, a scale, a ranking, toggles, a schedule, short text), with a review before saving.
Use when:
- The user wants to set up or personalize lasting preferences you will use from now on: news topics, diet, travel style, notifications.
- Onboarding, where a few visual choices replace a long back-and-forth.
Avoid when:
- You need answers for this one task only. Use a question stepper.
- The user is booking, buying or submitting something. Use a guided flow.
- The user wants to tune the constraints of an answer you already gave. Use preference controls.
Rules:
- Keep it to 2–8 short steps, broad to specific, each with a 1–3 word title.
- Prefill value with their current settings when you know them; otherwise use sensible defaults.
- Mark a step required only when you can't work without it; everything else can be skipped.
- Use cards with icons for a handful of broad choices, chips for long or open lists, scale for a degree, rank for priorities.
- Only save on action 'save': store answers as their settings, keep your defaults for skipped steps, and say in one line what changes.
- On 'dismiss', save nothing and don't ask again unless they bring it up.

### schedule_service_visit
Schedule a technician at the user's home from one provider's real arrival windows and prices; or show a booked visit.
Use when:
- The user wants someone to come to their home: a plumber, an electrician, appliance repair, an internet installation, cleaning, pest control, moving help.
- You have one provider's real arrival windows for the service.
- The user asks about a visit that's already booked (mode 'confirmation').
Avoid when:
- The user is still choosing a provider. Compare them first.
- You haven't fetched availability from the provider. Never invent windows or prices.
- It's an appointment the user goes to (a haircut, a doctor). Use the slot picker.
- It's a restaurant table. Use the restaurant reservation.
Rules:
- Pass windows, fees, prices and triage questions exactly as the provider returned them. Include fully booked days with empty slots.
- Prefill issue.summary with what the user said, in their words. Ask at most 4 triage questions, only ones the provider needs.
- Pass the address on file; the card only shows the street.
- On request, send exactly the returned window, answers and access details to the provider's booking tool, with the photos the host received. Never treat it as booked until the provider confirms.
- Never repeat a gate code in chat. Never ask for card details: the provider is paid on site.
- On cancel-visit, cancel through the provider's tool and confirm in one line. On reschedule, fetch new windows and show this component again. On dismiss, do nothing.

### book_doctor_appointment
Show a clinic's real open appointment times by provider and visit type and hand off to booking; or show an upcoming appointment.
Use when:
- The user wants to book a medical, dental or therapy appointment and you have the clinic's real availability: 'book a GP appointment this week', 'find a dermatologist who takes my insurance'.
- The user asks about an upcoming appointment (mode 'confirmation'): 'when is my dentist appointment?'.
Avoid when:
- The user describes urgent symptoms (chest pain, trouble breathing, severe bleeding, thoughts of self-harm). Tell them to call their local emergency number or go to the nearest emergency department; don't show a booking card.
- The user asks what's wrong or what to do about a symptom. Don't triage, diagnose or advise; suggest they talk to a clinician.
- You haven't fetched availability. Never invent providers or times.
- It's a generic meeting, not a clinic. Use the slot picker.
Rules:
- Pass providers, visit types and slots exactly as the scheduling API returned them, with each slot's start as an ISO instant with offset.
- Only include gender when the user asked to filter by it.
- Set insurance.selected only when you know the user's plan; pass coverageNote only as the source states it.
- reasons are neutral visit types ('Check-up', 'Follow-up'), never symptoms or conditions.
- On book, start the host's booking flow with exactly the returned providerId, visitTypeId and start. Never treat it as booked until the clinic confirms.
- reason and note are health details: send them only to the clinic. Never repeat them in chat summaries, titles, calendar events or URLs.
- On reschedule, fetch fresh availability and show select mode again. On cancel-appointment, cancel through the scheduling tool and confirm in one line. On dismiss, do nothing.

### pick_venue_seats
Show a stadium, arena or concert hall map: the user picks a section by price and availability, then seats in it, or asks you for the best available.
Use when:
- The user is buying tickets for a stadium, arena or concert hall and where they sit matters: 'behind the goal', 'not too far back', 'two together'.
- You fetched the venue's sections, prices and live availability from the ticketing system.
Avoid when:
- General admission or a single price zone: nothing to choose. Ask how many tickets and book.
- A small room with one seating block (a cinema, a theater stalls). Use the seat map.
- You don't have real availability. Fetch it first; never invent sections or prices.
Rules:
- Send every section with its real id, label, price and seats left. Lay ring sections out with angle and span around the focal point (0 = top, clockwise), ring 1 nearest.
- Send rows only for sections you fetched seat by seat. When the result is 'open-section', fetch that section and call again with its rows and initialSection.
- Set count, together and maxPrice from what the user said.
- On 'best-available', pick the seats yourself within count, together and maxPrice, and tell the user which ones.
- This only picks seats. Reserve them after 'select' and confirm the total before charging.

### ask_quick_questions
Ask the user a few short multiple-choice questions at once, answered together with one button, and wait for the answers before continuing.
Use when:
- You need 2–5 quick choices from the user before you can tailor the answer, e.g. when, where and dress code before a packing list.
- Each question has a handful of obvious options the user can tap without thinking.
Avoid when:
- The questions need explanation, recommendations or free text. Use a question stepper.
- You can infer the answer from the conversation or data. Don't ask.
- It is a single yes/no. Ask in one sentence or use follow-up chips.
- You are collecting record data such as an address or contact details. Use a generated form.
Rules:
- Keep labels short and plain: a question of a few words, options of one to four words.
- Ask only what changes your answer, most consequential first.
- Include 'Not sure yet' as a normal option when the user may not know.
- Preselect via defaults only what the user already told you.
- Write submitLabel as the outcome, e.g. 'Personalize my wardrobe'.

### offer_drafts
Offer 2–4 alternative drafts of a piece of copy; the user picks one, can edit it, and applies it.
Use when:
- The user asked you to write or rewrite short copy (a headline, subject line, email intro, post) and the right tone or length is a matter of taste.
- Offering a few real alternatives saves a round of back-and-forth.
Avoid when:
- There is one obvious answer. Write it.
- The text is long, like a full document. Propose changes to it instead.
- The drafts would differ only in a word or two. Pick the best one.
Rules:
- Offer 2–4 drafts that differ in a way you can name in the label: shorter, warmer, more direct.
- Pass the user's text verbatim as original when you are rewriting it, so they can see what changed.
- Use the returned text verbatim; the user may have edited it.
- On 'regenerate', write new drafts that follow the note. On 'cancel', drop it.

### propose_plan
Show the user your step-by-step plan so they can reorder, edit, remove, add or skip steps, and wait for approval before running it.
Use when:
- Before multi-step work you will carry out yourself: a launch, a data clean-up, a migration.
- The user should shape the steps (order, scope, what to skip) before anything runs.
- Some steps write to shared systems or are hard to undo, and the user should see them first.
Avoid when:
- The steps are for the user to do. Use a checklist.
- It's one or two quick, reversible actions. Just do them, or confirm in text.
- You are proposing specific field changes. Use a change preview.
Rules:
- Write each step as an action you will take, in run order, with the tools it uses.
- Set requiresApproval on steps where you will pause, and risk 'medium' or 'high' on bulk, shared or irreversible writes.
- Fill dependsOn for real dependencies only, so the user is warned when a change breaks one.
- List assumptions that would change the plan if wrong. Five at most.
- Run nothing until you receive 'approve'. Then run exactly the returned steps, in order, skipping disabled ones; ask how to do user-added steps if unclear.
- On 'revise', run nothing: address the feedback and propose a new plan.

### adjust_preferences
Show the constraints behind an answer (budget, priorities, tone, length, dates, must-haves) as controls the user can tune to ask you to redo it.
Use when:
- You produced an answer that depends on a few constraints (a budget, a pace, a tone, a length, dates, must-haves), and the user is likely to want it redone with different ones.
- The user asks to make an answer cheaper, shorter, more casual, more relaxed, or to change what matters most.
Avoid when:
- The user still has to give you the inputs for a first answer. Ask with a form or questions instead.
- The numbers can be recomputed on the spot without you. Use a simulation or calculator.
- The user is choosing between finished alternatives. Offer drafts or options.
Rules:
- Show it next to the answer it controls, and name that answer in appliesTo.
- Only expose constraints you actually used, set to the values behind the current answer.
- Use stable ids; on 'update', redo the answer with every value in values and say what changed (changed lists the ids).
- After an update, call the tool again with the new values as the current ones, so the user can keep iterating.
- On 'reset', go back to the answer made with the values you sent.
- Set live only when regenerating is cheap and fast; otherwise the user presses Update.

### edit_output
Let the user edit generated output in place, section by section or field by field, and ask you to rework one part.
Use when:
- The user wants to tweak something you generated (a cover letter, an announcement, a product listing) rather than get a whole new draft.
- The user asks to change only one part: 'rewrite only the second paragraph', 'fix the tagline'.
- The output is long enough that small edits beat regenerating it.
Avoid when:
- The user wants alternatives to choose from. Use draft options.
- The text is a sentence or two. Offer drafts or just rewrite it.
- You are proposing changes to a live record in another system. Use a change preview with before/after values.
- You need new input the user hasn't given yet. Use a form.
Rules:
- Split text into sections the user would edit separately: paragraphs, or headed sections. Keep ids stable across calls.
- Use only **bold**, *italic* and '- ' lists in section text.
- Set focusSectionId when the user named the part to change.
- On 'rewrite', change only that section (only the selection, when given) and follow the instruction. Keep every other section, including the user's `edits`, exactly as it is.
- On 'save', use the returned text and values verbatim. On 'discard', keep the previous version.

### show_itinerary
Show an ordered day plan or route as a list of stops with times and thumbnails. Optionally lets the user remove stops and add them back.
Use when:
- A day plan or route in order: a day in a city, a museum afternoon, a food crawl.
- The user may want to trim the plan: set editable so they can drop stops and add them back.
Avoid when:
- Where the stops are matters more than their order. Use the map, or both with the same stops.
- A trip over several days. Use the map's 'itinerary' mode.
- Steps the user carries out and ticks off. Use a checklist.
Rules:
- Send stops in visiting order, with a time each when the plan has a schedule.
- Take places, coordinates and links from a tool result, never from memory.
- Keep description to one plain fact. No ratings, prices or opening hours you haven't fetched.
- Mark stops the user asked for with added.
- On 'change', treat the removed stops as dropped and re-plan times if needed.

### propose_changes
Show the user an editable before/after preview of changes and wait for approval before applying them.
Use when:
- Before any write to an external system: updating records, settings, budgets, permissions or content.
- When the user should see the exact before/after values and be able to edit them before applying.
- When several related changes are proposed at once and the user may want to apply only some.
Avoid when:
- The user asked a question. Answer it, do not propose changes.
- The action has no 'before' state worth showing, e.g. sending a new message. Use a draft or confirm component.
- You cannot read the current values. Fetch them first; never guess 'before'.
- The change is trivial and the user explicitly asked to skip confirmations.
Rules:
- 'before' must come from a tool result, never from memory or assumptions.
- Order changes by importance; put risky ones first and give them a 'warning'.
- Set reversible: false and risk: 'high' for deletes, payments and anything sent to other people.
- Never apply changes until you receive a result with action 'confirm', and apply only the returned values.
- On 'revise', apply nothing: address the note and show a new change preview.

### show_receipt
Show what you just did after an action ran: what changed, when, a link to it, and undo while it is still possible.
Use when:
- You just completed an action in an external system (paused ads, updated a record, sent an invoice) and the user should see exactly what changed.
- The system lets the action be reversed for a while, and the user should be able to undo it.
Avoid when:
- The action hasn't run yet. Use a change preview to ask first.
- The action failed. Say what went wrong in text, or use a callout.
- Nothing changed. Say so in a sentence.
Rules:
- Only show it after the action's tool returned success, and fill items from that result.
- Write the title in the past tense, with the count: 'Paused 3 ads'.
- Only set undo when the system can really reverse the action; set until to the system's real deadline.
- On 'undo', reverse the action with the system's own undo, then confirm in text.

### review_cart
Show the user's cart to review before checkout: change quantities, remove items, choose shipping, see totals. Checkout hands off to the host's own checkout.
Use when:
- The user is ready to check out, or asks to see or change their cart.
- They should confirm quantities and pick shipping before the store's checkout.
Avoid when:
- The user is still choosing a product or its options. Use product options or entity cards.
- The user asks about one item's price or whether it is a good deal. Use price details.
- A sentence answers it ("how much is my cart?", "what's in it?") and nothing needs changing.
- You don't have the cart from the store. Never invent items, prices, shipping or discounts.
- The order is already placed. Show a receipt instead.
Rules:
- Pass items, prices, shipping and promo exactly as the store's cart returned them, in one currency.
- Only set promo for a discount the store has already applied.
- On checkout, update the store's cart to the returned items and shipping, then open the host's checkout. The host recomputes the total.
- Never collect payment, card or bank details in chat; payment happens only in the host's checkout.
- On keep_shopping, leave the cart as it was and help the user find more.

### show_calendar
Show the user's schedule from their calendar, optionally with proposed changes they accept or decline before anything is written.
Use when:
- The user asks what their day, week or month looks like.
- The user asks what's on today (or one specific day) and wants a quick glance: use view 'today'.
- You want to change their calendar (move, add or cancel events) and they should see the changes in context before you write them.
- A plan has times that interact with existing meetings: focus blocks, an offsite agenda, rescheduling.
Avoid when:
- The user needs to pick one free time for a new booking. Use the slot picker.
- You have not read the calendar. Fetch events first; never invent a schedule.
- The question has a one-line answer, e.g. 'When is my next meeting?'. Say it in text.
Rules:
- Every event must come from the calendar connector, with its real id, times and calendar.
- Set timezone to the user's zone and give times with offsets.
- For view 'today', set range.start to that day and pass only that day's events.
- Pass the whole range you fetched, including free events, so overlaps and conflicts are accurate.
- Use proposals for every change; give each a one-line reason. For move and cancel, set eventId to the existing event.
- Without proposals the calendar is display-only and returns nothing.
- Write only the accepted proposal ids from an 'apply' result. On 'revise' or 'dismiss', write nothing.

### show_board
Show the user's work items as a board of columns they can reorganize, with any moves you suggest, and wait for them to apply.
Use when:
- The user wants to see work items by stage: a sprint board, a bug triage, a hiring or sales pipeline.
- The user wants to reorganize items between stages, or you are suggesting moves for them to review.
Avoid when:
- There are only a few items or a single stage. Use a list.
- The user needs to compare many fields per item. Use a data table.
- You can't read the items from their tracker. Fetch them first; never invent cards.
- The change is to a field other than the stage. Use a change preview.
Rules:
- Pass columns and cards exactly as the tracker returns them, in order; a card belongs to the column named by its columnId.
- Put moves you recommend in proposals, each with a one-line reason. Never pre-move a card by changing its columnId.
- Set editable: false when the user only asked to look.
- Apply nothing until you receive action 'apply', then apply exactly the returned moves. Each index is the card's final position in its target column.
- On 'revise', apply nothing: address the feedback and show the board again. On 'dismiss', apply nothing.

### show_email_thread
Show an email thread from the user's mailbox, optionally with a reply you drafted for them to review before it is sent.
Use when:
- The user asks about an email conversation: what someone said, where a thread stands, or to catch up on it.
- The user asks you to reply to a thread: show it with your draft so they can review and edit it before anything is sent.
Avoid when:
- You couldn't read the thread. Fetch it first; never reconstruct messages from memory.
- The user wants a list of many emails (a search or an inbox view). Use a data table.
- The user is writing a new email, not replying in a thread. Use a draft component.
Rules:
- Pass messages verbatim from the mailbox, oldest first, as plain text. Split quoted history into 'quoted'.
- Mark the mailbox owner in participants with self: true.
- Keep the summary to one or two sentences that only state what the messages say.
- Set highlight only to a sentence copied verbatim from that message's body.
- Never send until you receive action 'send', then send exactly the returned body.
- On 'revise', send nothing: rewrite the draft from the feedback and show the thread again. On 'discard', send nothing.

### show_invoice
Show one invoice, bill or receipt: who issued it, its state, due or paid date, line items, taxes and totals, with actions like pay (a handoff to the host's payment flow), download or add to expenses.
Use when:
- The user asks about a specific invoice, bill or receipt you found in their email, accounting tool or bank: whether it was paid, what they owe, when it's due, or where the receipt is.
- They need the line items, totals, parties or payment details of that one document, or to act on it (pay, download, add to expenses).
Avoid when:
- You don't have the document from a tool result. Never invent amounts, dates or states.
- The user wants an overview of many documents. Use a data table.
- You just took an action (sent a reminder, paid a bill). Show a result receipt.
- The user is still shopping. Use a cart.
Rules:
- Pass every amount, date, party and state exactly as the source returned them, in one currency. Don't round, recompute or fix totals; the component flags totals that don't add up.
- Set direction for invoices so reminders and payments go the right way.
- Only pass last4 for payment, never a full card or account number.
- On 'pay', open the host's payment flow; never collect payment details in chat and never treat the document as paid until the source says so.
- On 'remind' or 'forward', draft the message and confirm recipients before sending. On 'dispute', use the user's reason.

### show_flight_ticket
Show a flight booking or boarding pass: route, local times, connections, seats, gate and boarding details, with actions like check in or add to wallet (handoffs to the host).
Use when:
- The user asks about a flight they booked and you found the booking or boarding pass in their email or airline account: when it leaves, their seat, the gate, their booking reference.
- They want to see their boarding pass, check in, or act on the booking.
Avoid when:
- You don't have the booking from a tool result. Never invent times, seats, gates or references.
- The user asks whether a flight is on time or where it is now. Use track_flight.
- The user is still searching for flights to buy.
Rules:
- Pass every time with the airport's UTC offset and the airport's IANA timezone, exactly as the source gives them. Never convert times to the user's timezone.
- Use one segment per flight, in order; the component works out layovers and flags connections under an hour.
- Use passType 'boarding-pass' only when the source has an issued pass. Never generate barcode contents.
- Every action is a handoff: on 'check-in', 'add-to-wallet', 'choose-seat', 'manage' or 'share', open the airline's or host's own flow. Never check in or change seats yourself without confirming.

### show_social_post
Show social posts you found in a neutral feed, or preview a post you drafted for one or more networks so the user can edit, schedule and approve it before anything is published.
Use when:
- posts: the user asks what people are saying, or to see specific posts: mentions, a competitor's launch post, top posts this week.
- draft: the user asks you to write, announce, cross-post or schedule a social post. Show it for review before anything is published.
Avoid when:
- You couldn't fetch the posts. Never invent posts, authors or numbers.
- The user wants metrics over time, not posts. Use a chart or KPI card.
- The text isn't for a social network (an email, a blog post). Use the matching component.
Rules:
- posts: pass text, authors, stats and times verbatim from the source. Set sentiment only from the source's analysis.
- posts: keep summary to one sentence that reflects only the posts shown.
- draft: write one variant per network, within its maxChars where you can. Use thread for longer stories only where supportsThreads is true.
- draft: give every image real alt text. Use an empty string if you can't describe it, so the user is asked.
- draft: set scheduleAt only when the user asked for a time; bestTimes must come from an analytics tool.
- Never publish or schedule until you receive action 'approve', then publish exactly the returned variants at the returned time through the host's integration.
- On 'revise', publish nothing: rewrite from the feedback and show a new draft. On 'discard', publish nothing.

### show_music
Show music from the user's music app: what's playing now, with remote controls, or a playlist to preview, reorder and save.
Use when:
- The user asks what's playing, or to control playback on their music app: mode 'now-playing' with the provider's reported state.
- You built a playlist or found tracks to add to one: mode 'playlist', so the user can preview, reorder, remove and save.
Avoid when:
- You don't have the tracks from the user's music provider. Never invent tracks, artwork or preview URLs.
- It's a recording, podcast clip or voice note. Use the audio player.
- The user only wants a name or two. Say them in text.
Rules:
- Pass tracks, artwork, previewUrl, url and nowPlaying exactly as the provider returns them.
- Now-playing: put the current track first in tracks, then what's up next. Each control returns a request (play, pause, next, seek…); carry it out with the provider, then show the new state.
- Playlist: save nothing until you receive 'save-playlist', then save exactly trackIds in that order under that title.
- On 'open-in-provider', hand off to the user's music app; on 'dismiss', save nothing.
- Set provider.name to the app's name as plain text.

### request_approval
Pause and ask the user to approve one specific action, showing its scope, cost and consequences, and wait for their decision.
Use when:
- You are about to take one specific action that sends, charges, grants access, deletes or runs something, and the user should decide first.
- The action has no before/after diff worth showing: sending, paying, running a job, granting a role.
Avoid when:
- You're changing field values the user should see before and after. Use the change preview.
- The action is read-only or trivially reversible, and the user asked you to go ahead.
- You haven't read the real targets yet. Fetch the recipients, account or environment first.
Rules:
- Wait for the result. Never act before receiving action 'approve'.
- Apply the returned adjustments exactly; anything not listed stays as you proposed.
- Scope must come from tool results: real counts, names and environments.
- Set risk honestly; use 'high' plus a confirmPhrase for production, deletes and large payments. At risk 'high' without a confirmPhrase, Approve is press-and-hold on its own.
- On 'reject', stop. On 'revise', answer the question or propose a new request. On 'alternative', do that instead.

### review_design_change
Ask a designer to review a proposed design-system change (rule, component, token, pattern or artifact): compare now and proposed in a table, see checks and evidence, then approve, decline or send it back with changes.
Use when:
- You produced a design-system change (a rule, component, token, pattern or artifact) and a designer must review it before it becomes part of the system.
- There is a before and after worth comparing, or a new thing worth seeing before it ships.
Avoid when:
- The change is not to a design system or design artifact. Use the approval request or change preview.
- You have not run the checks yet. Run them first and report the real results.
- You only want an opinion on options. Use draft options.
Rules:
- Wait for the result. Never add the change to the system before action 'approve'.
- On 'modify', apply the feedback (and the reviewer's own text in `proposal`, if any) and propose again with a new review.
- On 'decline', stop and do not re-propose the same change unless asked.
- Report checks from tool results; a failing check must be shown, not hidden.
- Keep the title short; put the full rule or spec in `proposed.text`.

### show_queue
Show the tasks you have queued (running, waiting, done, failed) in run order. The user can reorder the waiting tasks, pause or cancel one, and approve the order.
Use when:
- You have several separate tasks lined up to run one after another, and the user may want a say in the order.
- The user asks what you are working on next, or to change the order, pause or drop something you queued.
Avoid when:
- It's the steps of one job running now. Use execution progress.
- The tasks are for the user to do. Use a checklist or their to-do list.
- Work items move between stages on a team board. Use a kanban board.
- There is only one task. Just do it, or ask.
Rules:
- Pass every task from your runtime with its real state; keep ids stable as states change.
- List waiting tasks in the order they will run.
- Set canReorder, canPause or canCancel to false when you can't actually do it.
- Treat every result as a command: act on it, then send updated props. Never assume it was applied.
- On 'approve', run the waiting tasks in exactly the returned order. After 'pause', show the task as waiting again.

### show_checkpoints
Show the restore points of a long agent run, with the current one marked; the user can roll back to an earlier one after confirming, or continue.
Use when:
- You are partway through a long run that changed things, you saved restore points along the way, and the user may want to go back before you continue.
- The user asks to undo part of the run, or questions a step you took a while ago.
Avoid when:
- You can't actually roll back to the states you'd list. Never offer a restore you can't perform.
- The user only wants to see what you did. Use the activity trail.
- One action is waiting for approval. Use the approval request.
- Something failed and you need a way forward. Use the recovery panel.
Rules:
- List only checkpoints you really saved, oldest first, with the time each was saved.
- Write change as what that step did, in a few words with real counts.
- Set currentId to where the run is now; it defaults to the last checkpoint.
- Use caveat for anything a restore can't undo (emails sent, payments made). Leave it out when everything is reversible.
- Pause the run while this is open. On 'restore', roll back to checkpointId, say what was undone, and wait. On 'continue', carry on from the current state.

### show_confidence
Show an answer with how sure you are (level and a short reason), the evidence for and against, and what would change your mind. The user can ask you to verify or accept it.
Use when:
- The user will act on a claim you are not fully sure of: a cause, a diagnosis, a figure pieced together from several sources.
- Your sources disagree, are stale or thin, and the user should see that before relying on the answer.
- You could check further (fresher data, another source) but it costs time, so the user should decide.
Avoid when:
- The answer is a plain fact you are sure of. Just answer.
- The uncertainty is in guesses the user could correct (party size, budget). Use assumptions.
- You want to list where each sentence came from. Use citations.
Rules:
- Set level honestly from the evidence, and hedge the claim to match: no hedges at high, a hedge word at medium and low.
- Keep reason to one short line; put the detail in evidence.
- Include evidence against whenever it exists. Never invent sources; source and url come from tool results.
- Give changeMind as concrete checks, especially at low and medium.
- On 'verify', check further and show a new confidence card with the updated level. On 'accept', continue with the answer.

### hand_off
Propose handing a task to a person or another agent: who, why, the context passed on, what's done and what's left, with an editable note. The user confirms or keeps it with the agent.
Use when:
- You've reached the limit of what you may or can do on a task (an approval cap, a missing permission, a judgement call) and a specific person or agent should take it from here.
- The user asks you to pass work to a teammate or another agent, and the receiver needs context to pick it up.
Avoid when:
- You can finish the task once the user approves one action. Use the approval request.
- Something failed and you need a way forward. Use the recovery panel.
- You only need an answer from the user. Ask, or use a form.
- You don't know who should take it. Ask first; the receiver is data, not a guess.
Rules:
- Name the real receiver from a tool result or the user, with their role.
- Give the reason in one plain line; a handoff is an escalation, not an error.
- Keep context to the facts the receiver needs, from real data. List done in the past tense and left as next steps.
- Write note as the message the receiver will read, in the first person.
- Nothing is sent until the result arrives. On 'confirm', hand off with the returned note exactly. On 'keep', keep the task and do what keepLabel promised.

### set_autonomy
Let the user choose how much the agent may do without asking: an ordered set of levels, each with a one-line meaning, picked like a radio and saved.
Use when:
- The user wants to change how independently you work: always ask, ask only for risky steps, or act and report.
- Before a long or recurring task, to agree how often you should check in.
Avoid when:
- You need access to specific tools or data. Use request_permissions.
- You are about to take one specific action. Use an approval request.
- There is only one sensible way to work. Say how you'll proceed in text.
Rules:
- Give two to five levels, least autonomy first, each with a label and a one-line summary.
- Use details for concrete consequences at that level (what still needs approval, caps, reports), not for marketing.
- Set levelId to the level in effect now, from your settings; recommend at most one level.
- After a result, work at the returned level from then on and say so in one line.

### request_permissions
Ask for the access a task needs: one row per scope with its risk, ticked or not, a duration choice, and Allow selected or Deny all.
Use when:
- You need several kinds of access before starting a task (read a calendar, send email, spend money) and the user hasn't granted them yet.
- The user should decide scope by scope what you may touch, and for how long.
Avoid when:
- You are about to take one specific action with known parameters. Use an approval request.
- The user is choosing how independently you work in general, not what you may touch. Use set_autonomy.
- Access is already granted. Don't ask again; act.
Rules:
- Ask only for what the task needs, lowest risk first, each label verb first.
- Set risk honestly: spending, deleting and sharing outside are high.
- Put spending caps and quotas in limit, from what the user said; never invent an amount.
- Mark a scope required only if the task can't run without it.
- After a grant, use only the scopes returned, for the duration returned. After deny, don't retry; ask what the user wants instead.

### show_event_pass
Show event tickets or a badge as ticket stubs: event, time and doors, venue, section/row/seat/gate, holder, state, and a scannable QR drawn from the provider's code, with add to wallet, transfer and download (handoffs to the host).
Use when:
- The user wants to see their ticket, badge or pass for an event and you have it from the ticketing provider: 'show my ticket for tonight', 'my conference badge', 'tickets for the match'.
- They want to add it to their wallet, transfer a ticket or download it.
Avoid when:
- You don't have the tickets from a tool result. Never invent seats or entry codes.
- The user asks about the event itself (agenda, dress code, RSVP). Use show_event.
- It's a flight. Use show_flight_ticket.
Rules:
- Pass code.value exactly as the provider returns it. If you only know the code exists in the provider's app, use format 'barcode-placeholder'.
- Set ticketState for used, transferred and refunded tickets; their codes are never shown.
- Pass times with the venue's UTC offset and its IANA timeZone; never convert them to the user's timezone.
- Every action is a handoff: on 'add-to-wallet', 'transfer' or 'download', open the provider's or host's own flow for that ticketId. Never transfer a ticket without confirming.

### show_hotel_reservation
Show the stay card for a booked hotel during the trip: tonight or in N days, check-in and check-out times, the room, digital key and online check-in, Wi-Fi, what's due, with directions, call, add to calendar and late check-out.
Use when:
- The user has a hotel booked and asks about it before or during the trip: 'my hotel for tonight', 'what time is check-in?', 'how do I get into my room?', 'what's the Wi-Fi?'.
- They want to check in online, open their digital key, call the hotel or get directions.
Avoid when:
- The user is still choosing or booking a hotel. Use book_hotel.
- You don't have the reservation from a tool result. Never invent confirmation numbers, rooms, Wi-Fi details or balances.
Rules:
- Pass stay dates as calendar dates and check-in/out times as the hotel prints them, with the hotel's IANA timezone. Never convert them to the user's timezone.
- Pass room.number only when the hotel has assigned one.
- Pass the Wi-Fi password only from the hotel's own data. It is masked until the user taps Show and never comes back in a result; don't repeat it in your reply unless asked.
- Every action is a handoff: on 'check-in' or 'open-digital-key' open the hotel's flow; on 'request-late-checkout' ask the hotel and report the answer. Never say it's granted until the hotel confirms.

### show_gift_card
Show a gift card or store credit: the balance, expiry and a code to scan at the register. Or set up a gift card to send (amount, design, recipient, message, delivery date), handed off to the host's payment flow.
Use when:
- The user asks what's left on a gift card or store credit you found in their account or email.
- They want to show a card at a register to pay with it.
- They want to send someone a gift card from a store: amount, design, recipient and message, then payment.
Avoid when:
- You don't have the card from the issuer. Never invent balances, codes or card digits.
- The user wants to pay for something in chat. This only hands off to the host's payment flow.
- It's a bank card or account balance. Use show_balances.
Rules:
- Pass only the last 4 digits of the card. Never pass the full number or the PIN; set pin.masked when the card has one.
- Pass code.value exactly as the issuer gave it; never build a code yourself.
- In send mode, prefill amount, recipient and message only from what the user said. On 'send', start the host's payment flow with the returned values; nothing is bought until payment succeeds there.
- On 'refresh', fetch the balance again and show a new card; on 'add-to-wallet', open the host's wallet pass.

### answer_with_sources
Show an answer with inline citations linking each claim to the retrieved source that supports it.
Use when:
- Your answer relies on facts from web pages or documents you retrieved.
- The user asked where something comes from, or the claims are worth checking.
Avoid when:
- You have no retrieved sources. Never cite from memory or invent a source.
- The answer is your own reasoning, opinion or a calculation.
- Casual conversation where sources add nothing.
Rules:
- Only cite pages you actually retrieved in this conversation, with their exact URLs.
- Place each marker right after the claim it supports, and only cite a source for claims it really supports.
- Quotes must be verbatim from the source. If you can't quote it, leave quote out.
- Prefer primary and recent sources; drop sources you didn't use.

### show_activity
Show the steps you took to produce your answer: searches, files read, tool calls and their outcomes.
Use when:
- Your answer depends on searches, files or tool calls the user may want to check.
- The work took several steps or noticeable time, and showing it builds trust in the result.
Avoid when:
- You answered from general knowledge without using tools. There is nothing to show.
- There was a single trivial lookup. Mention it in a sentence.
- You want the user to approve an action before it happens. Use a change preview.
Rules:
- Only list steps you actually performed, in the order you performed them.
- Write labels in the past tense and name the query, file or tool: "Read 'billing.md'".
- Keep detail to a few words: a count, a status code, a short finding.
- Report failures as 'error' with the reason in detail; never hide a failed step behind a retry.
- Add input and output only to steps whose arguments or result the user may want to check (a query, a tool call), as short excerpts from the real call. Leave them off the rest.

### show_assumptions
Show what your answer is based on (assumptions, unknowns and limits) and let the user correct them so you can redo the work.
Use when:
- Your answer rests on guesses the user could easily correct: party size, budget, dates, rates, jurisdiction.
- Something you needed was missing or cut off, and the user should know before relying on the answer.
- A wrong assumption would change the answer a lot, such as an estimate, forecast or recommendation.
Avoid when:
- Nothing was assumed. Don't invent assumptions to look careful.
- You need an answer before you can start at all. Ask the question instead.
- You want to show the sources or the steps you took. Use citations or an activity trail.
Rules:
- Show it right after the answer it explains, once per answer.
- One plain sentence per item. Put the reason in basis, not in the statement.
- Set impact honestly: high only when the answer changes materially if it's wrong.
- Add a correction whenever the user could give you the real value; give 'value' the value you assumed.
- On 'redo', redo the work with the corrected values and show a new set of assumptions. On 'confirm-all', keep the answer.

### rate_answer
Ask the user to rate your answer with a thumbs up or down, and for a thumbs down, why, from a short list. Optionally offer Regenerate.
Use when:
- You finished a substantive answer (research, a plan, a recommendation) and want to know how it landed.
- The host keeps ratings, or you will use them to improve the next answer in this conversation.
- The user asks for a way to say whether your answer was right, or to rate it.
Avoid when:
- The reply is one line, a confirmation, or a chat turn. A rating adds noise.
- You are waiting for a decision. Show the approval or question instead.
- It would appear under every message. Offer it once per substantive answer.
Rules:
- Set reasons to what could actually be wrong with this answer (for a sourced answer: wrong source, out of date), not a generic list.
- On a down rating, read reasons and fix what was named: shorten, re-check sources, refresh. Don't ask why again.
- On 'regenerate', answer the same question afresh, differently from before.
- Set regenerate only when a second try is cheap.

### offer_recovery
Explain why something couldn't be finished, what still worked, and offer ways to continue.
Use when:
- You couldn't finish what you proposed and there are concrete ways to continue: missing access, rejected input, an option that's gone, a partial failure, a limit, or a conflict.
- Part of the work succeeded and the user needs to see what did and didn't happen before deciding.
Avoid when:
- A tool call errored and all you can offer is trying again. The host shows its own failure card.
- Nothing went wrong and you only need a choice. Use a picker or ask.
- You need new information, not a fix to rejected input. Use a form.
- A transient error you can safely retry yourself. Retry first, then report.
Rules:
- Explain what happened in one or two plain sentences, without blaming the user or the service.
- completed, failed, field errors, alternatives and availableAt come from tool results. Never estimate counts or invent alternatives.
- Set nothingChanged only when you're certain nothing was written, sent or charged.
- Offer 1–5 options, best first. Add a cancel option when stopping is reasonable.
- reconnect never collects credentials: the host opens its own sign-in.
- An option's actionLabel replaces the primary button label while it's selected.
- Act only on the returned option: use the returned values for fix-input, choiceId for alternative and message for request-access.
- On cancel, stop the flow; don't retry on your own.

### show_progress
Show live progress of a job you are running, with steps, outputs and controls to pause, cancel, skip or retry.
Use when:
- You are running a multi-step job right now that takes minutes: migrating docs, researching a list, processing a batch.
- The user may need to approve, unblock, pause or stop the work while it runs.
Avoid when:
- The work is already finished. Show the activity trail of what you did.
- It takes a few seconds. Do it and answer.
- The steps are for the user to carry out. Use a checklist.
Rules:
- Steps, states and outputs come from your runtime; update them as they change and keep step ids stable.
- Use 'waiting' only when the run needs the user, and say what in waitingFor.
- Give failed steps a plain error, and set canSkip or canRetry only when you can actually do it.
- Treat every result as a command: act on it, then send updated props. Never assume it was applied.
- Set cancelNote when cancelling leaves finished work in place.

In code

lib/genui.ts
import { buildGenUIPrompt } from "@/components/genui/genui-prompt"
import { checklistGuidance, checklistTool } from "@/components/genui/checklist.schema"
import { dataTableGuidance, dataTableTool } from "@/components/genui/data-table.schema"

export const genui = buildGenUIPrompt([
  { tool: checklistTool, guidance: checklistGuidance },
  { tool: dataTableTool, guidance: dataTableGuidance },
])
// genui.system: add to your system prompt
// genui.tools.show_checklist: { description, inputSchema, jsonSchema }
OptionTypeNotes
preamblestring | falseReplace the generative-UI preamble, or leave it out
format"markdown" | "plain"Headings and bullets, or plain lines. Default "markdown"
maxRulesPerToolnumberKeep only the first rules of each component
toolDescription"short" | "full""full" keeps the guidance in each tool description too. Default "short"

For other frameworks, send jsonSchema as the tool's parameters: name, description and parameters is the shape most provider APIs take. The JSON Schema tab above has the whole set as a file.

Cache the prompt

The tool definitions, not the system prompt, are the bulk of what goes out: 28 components come to about 43,000 input tokens per turn, of which the system prompt is roughly 7,500. Tools and system prompt are identical from one turn to the next, so cache them. With prompt caching on, a turn that reuses the same set pays for the new message only; in our runs the uncached input dropped from 43,000 tokens to under 10.

app/api/chat/route.ts
// Claude API (TypeScript SDK): one line caches tools and system together.
const res = await client.messages.create({
  model: "claude-opus-5-5",
  max_tokens: 16000,
  cache_control: { type: "ephemeral" },
  system: genui.system,
  tools: apiTools,
  messages,
})
app/api/chat/route.ts
// Vercel AI SDK: cache the system prompt via provider options; keep the tool
// set in the same order every turn, since a reordered tool list is a cache miss.
const result = streamText({
  model: anthropic("claude-opus-5-5"),
  system: genui.system,
  tools,
  messages,
  providerOptions: { anthropic: { cacheControl: { type: "ephemeral" } } },
})

Two rules keep the cache warm: build the tool set once (not per request, and not in a different order), and put anything that changes per turn (the date, the user's name, the UI-state note from describeUIState) after the cached part, in the messages rather than the system prompt.

Strict tool schemas

The Claude API can enforce a tool's schema at generation time (strict: true on the tool), so the input always parses. buildGenUIPrompt(entries, { strict: true }) rewrites each jsonSchema into the subset strict mode accepts: lengths, ranges, item counts and patterns move into the field's description, tuples become arrays, discriminated unions become anyOf, and a layout child's open props becomes a JSON string that the layouts and the Renderer parse back. Validate with validateGenUIInput afterwards, which still checks everything that moved.

Two caps make it a scalpel, not a default: at most 20 strict tools per request, and at most 24 optional parameters across them. GenUI schemas are rich (the six layouts alone use most of that budget), so mark strict only the tools whose shape a model gets wrong. In our eval, marking the layouts strict did not help Claude Haiku 5.5 (it reached for them less), while the validation round trip took it from 10/15 to 14/15. Start with the round trip; add strict where a specific tool keeps failing.

Route by intent for big sets

Every tool definition goes out with every request, used or not. All components together come to about 186,000 tokens (measured with the token-counting endpoint, 100 tools), which costs money and slows the first token. It doesn't make the choice much harder: Claude Sonnet 5.5 scored 15/15 on our eval with all 100 tools attached, and Claude Opus 5.5 14/15 (the miss was a malformed nested array, not a wrong tool). So routing is a cost and latency measure, not an accuracy one. Past about 8,000 tokens, route by intent: classify the request first (rules, or a small model), then pass only the components for that kind of task.

app/api/chat/route.ts
import { buildGenUIPrompt, pickEntries } from "@/components/genui/genui-prompt"

const kit = [
  { tool: checklistTool, guidance: checklistGuidance, meta: { category: "tools" } },
  { tool: slotPickerTool, guidance: slotPickerGuidance, meta: { category: "collect" } },
  { tool: dataTableTool, guidance: dataTableGuidance, meta: { category: "visualize" } },
  // ...
]

const intent = await classify(messages) // e.g. "collect"
const { system, tools } = buildGenUIPrompt(
  pickEntries(kit, { categories: [intent, "compose"] }),
)

pickEntries filters by names (tool names), categories, levels and functions. Filters combine: an entry must match every filter you pass. Category, level and functions come from the meta you attach.

Visualisations are also tagged with what they're for, after the Data Viz Project's functions: comparison, concept, correlation, distribution, geolocation, part-to-whole and trend-over-time. When the question is clearly about one of these ("are these related?", "how did it change?"), route on it: pickEntries(kit, { functions: ["correlation"] }) offers the Scatter Plot, ["trend-over-time"] the Chart, Forecast, Stock Quote and the rest. The agent kit carries the tags in each entry's meta.functions.

Token costs

Each number estimates what one use of a component costs:

  • Tool: the tool definition the model receives, { name, description, parameters } as JSON.
  • Guidance: the component's section of the system prompt.
  • Payload: the props the agent generates for a typical call, taken from the first example on the component's page. Components that carry real series, geometry or inline images cost more here, and that's real.

The tool and guidance go out with every request; the payload only when the agent calls the component. There's no tokenizer involved: the estimate is characters ÷ 3.6 for JSON and ÷ 4 for prose, so every number is approximate. Real counts vary by model tokenizer. Components over 2,500 are marked heavy.

Largest part
Venue MapHeavy≈ 1,320≈ 325≈ 4,922≈ 6,567Typical payload (75%)
Seat MapHeavy≈ 1,233≈ 355≈ 4,911≈ 6,499Typical payload (76%)
Part DiagramHeavy≈ 1,612≈ 309≈ 1,775≈ 3,696Typical payload (48%)
HeatmapHeavy≈ 1,279≈ 323≈ 2,084≈ 3,686Typical payload (57%)
Stock QuoteHeavy≈ 1,177≈ 204≈ 2,207≈ 3,588Typical payload (62%)
Car RentalHeavy≈ 1,875≈ 398≈ 1,139≈ 3,412Tool schema (55%)
ShowtimesHeavy≈ 972≈ 220≈ 2,060≈ 3,252Typical payload (63%)
Flight OffersHeavy≈ 1,631≈ 272≈ 1,214≈ 3,117Tool schema (52%)
Price DetailsHeavy≈ 1,260≈ 340≈ 1,192≈ 2,792Tool schema (45%)
Option BuilderHeavy≈ 1,624≈ 307≈ 733≈ 2,664Tool schema (61%)
Doctor AppointmentHeavy≈ 1,282≈ 459≈ 822≈ 2,563Tool schema (50%)
Preferences WizardHeavy≈ 1,782≈ 321≈ 437≈ 2,540Tool schema (70%)
Hotel BookingHeavy≈ 1,574≈ 350≈ 594≈ 2,518Tool schema (63%)
Search Results≈ 950≈ 291≈ 1,228≈ 2,469Typical payload (50%)
Calendar≈ 1,344≈ 360≈ 738≈ 2,442Tool schema (55%)
Article≈ 1,502≈ 219≈ 707≈ 2,428Tool schema (62%)
Social Post≈ 1,439≈ 387≈ 597≈ 2,423Tool schema (59%)
Invoice≈ 1,769≈ 358≈ 243≈ 2,370Tool schema (75%)
Restaurant Reservation≈ 1,708≈ 331≈ 318≈ 2,357Tool schema (72%)
Execution Progress≈ 1,138≈ 245≈ 972≈ 2,355Tool schema (48%)
Weather≈ 1,231≈ 211≈ 912≈ 2,354Tool schema (52%)
Insight Card≈ 1,882≈ 328≈ 139≈ 2,349Tool schema (80%)
Map≈ 1,291≈ 306≈ 742≈ 2,339Tool schema (55%)
KPI Card≈ 1,343≈ 367≈ 622≈ 2,332Tool schema (58%)
Forecast≈ 1,517≈ 340≈ 452≈ 2,309Tool schema (66%)
Preference Controls≈ 1,684≈ 328≈ 263≈ 2,275Tool schema (74%)
Kanban Board≈ 893≈ 303≈ 962≈ 2,158Typical payload (45%)
Product Options≈ 1,184≈ 297≈ 673≈ 2,154Tool schema (55%)
Email Thread≈ 1,375≈ 297≈ 467≈ 2,139Tool schema (64%)
Delivery Tracker≈ 1,497≈ 315≈ 275≈ 2,087Tool schema (72%)
Comparison Matrix≈ 1,225≈ 346≈ 514≈ 2,085Tool schema (59%)
Slot Picker≈ 575≈ 268≈ 1,219≈ 2,062Typical payload (59%)
Music Player≈ 1,050≈ 299≈ 698≈ 2,047Tool schema (51%)
Service Visit≈ 1,321≈ 384≈ 333≈ 2,038Tool schema (65%)
Scatter Plot≈ 1,165≈ 344≈ 513≈ 2,022Tool schema (58%)
Calculator≈ 1,404≈ 353≈ 261≈ 2,018Tool schema (70%)
Flight Ticket≈ 1,492≈ 321≈ 186≈ 1,999Tool schema (75%)
Ranked Recommendations≈ 1,166≈ 293≈ 515≈ 1,974Tool schema (59%)
Recovery Panel≈ 1,417≈ 366≈ 186≈ 1,969Tool schema (72%)
Flight Status≈ 1,468≈ 258≈ 227≈ 1,953Tool schema (75%)
Relationship Explorer≈ 914≈ 326≈ 704≈ 1,944Tool schema (47%)
Distribution Chart≈ 839≈ 346≈ 755≈ 1,940Tool schema (43%)
Event Details≈ 1,320≈ 358≈ 218≈ 1,896Tool schema (70%)
Approval Request≈ 1,310≈ 302≈ 237≈ 1,849Tool schema (71%)
File Browser≈ 886≈ 287≈ 626≈ 1,799Tool schema (49%)
Simulation≈ 1,273≈ 242≈ 205≈ 1,720Tool schema (74%)
Design Review≈ 1,165≈ 296≈ 249≈ 1,710Tool schema (68%)
Slide Gallery≈ 824≈ 303≈ 562≈ 1,689Tool schema (49%)
Guided Flow≈ 1,125≈ 258≈ 306≈ 1,689Tool schema (67%)
Gift Card≈ 1,272≈ 317≈ 60≈ 1,649Tool schema (77%)
Hotel Reservation≈ 1,156≈ 332≈ 140≈ 1,628Tool schema (71%)
Encyclopedia Snippet≈ 987≈ 240≈ 382≈ 1,609Tool schema (61%)
Data Table≈ 826≈ 238≈ 540≈ 1,604Tool schema (51%)
To-do List≈ 958≈ 316≈ 329≈ 1,603Tool schema (60%)
QR Code≈ 1,223≈ 348≈ 26≈ 1,597Tool schema (77%)
Lab Results≈ 925≈ 365≈ 304≈ 1,594Tool schema (58%)
Entity Card≈ 867≈ 235≈ 411≈ 1,513Tool schema (57%)
Medication Reminder≈ 1,093≈ 331≈ 86≈ 1,510Tool schema (72%)
Account Balances≈ 1,003≈ 362≈ 114≈ 1,479Tool schema (68%)
Audio Player≈ 849≈ 232≈ 397≈ 1,478Tool schema (57%)
Inline Editor≈ 805≈ 320≈ 349≈ 1,474Tool schema (55%)
Event Pass≈ 985≈ 317≈ 132≈ 1,434Tool schema (69%)
Composition Chart≈ 877≈ 374≈ 157≈ 1,408Tool schema (62%)
Change Preview≈ 831≈ 304≈ 266≈ 1,401Tool schema (59%)
Region Map≈ 957≈ 296≈ 147≈ 1,400Tool schema (68%)
Funnel≈ 890≈ 319≈ 180≈ 1,389Tool schema (64%)
Style Board≈ 646≈ 310≈ 394≈ 1,350Tool schema (48%)
Term Explainer≈ 899≈ 256≈ 194≈ 1,349Tool schema (67%)
Confidence≈ 771≈ 314≈ 253≈ 1,338Tool schema (58%)
Cart≈ 835≈ 313≈ 187≈ 1,335Tool schema (63%)
Generated Form≈ 781≈ 356≈ 193≈ 1,330Tool schema (59%)
Inline App≈ 276≈ 360≈ 657≈ 1,293Typical payload (51%)
Itinerary≈ 589≈ 238≈ 466≈ 1,293Tool schema (46%)
Plan Review≈ 700≈ 312≈ 280≈ 1,292Tool schema (54%)
Handoff≈ 726≈ 329≈ 228≈ 1,283Tool schema (57%)
Chart≈ 784≈ 292≈ 206≈ 1,282Tool schema (61%)
Assumptions≈ 698≈ 293≈ 291≈ 1,282Tool schema (54%)
Color Picker≈ 632≈ 279≈ 301≈ 1,212Tool schema (52%)
Activity Trail≈ 636≈ 266≈ 287≈ 1,189Tool schema (53%)
Quick Questions≈ 700≈ 270≈ 195≈ 1,165Tool schema (60%)
Artifact Preview≈ 557≈ 245≈ 358≈ 1,160Tool schema (48%)
Inspiration Cards≈ 577≈ 293≈ 280≈ 1,150Tool schema (50%)
Countdown≈ 735≈ 310≈ 104≈ 1,149Tool schema (64%)
Split≈ 565≈ 179≈ 369≈ 1,113Tool schema (51%)
Translator≈ 690≈ 283≈ 127≈ 1,100Tool schema (63%)
Question Stepper≈ 586≈ 270≈ 244≈ 1,100Tool schema (53%)
Sankey Diagram≈ 556≈ 300≈ 242≈ 1,098Tool schema (51%)
Task Queue≈ 553≈ 278≈ 256≈ 1,087Tool schema (51%)
Result Receipt≈ 767≈ 230≈ 84≈ 1,081Tool schema (71%)
Quantity Scaler≈ 680≈ 227≈ 171≈ 1,078Tool schema (63%)
Password Reveal≈ 678≈ 359≈ 30≈ 1,067Tool schema (64%)
Permission Scope≈ 625≈ 271≈ 165≈ 1,061Tool schema (59%)
dB Meter≈ 757≈ 275≈ 11≈ 1,043Tool schema (73%)
Steps≈ 354≈ 287≈ 333≈ 974Tool schema (36%)
Revenue Estimator≈ 590≈ 228≈ 127≈ 945Tool schema (62%)
Checklist≈ 488≈ 238≈ 205≈ 931Tool schema (52%)
Tabs≈ 351≈ 166≈ 403≈ 920Typical payload (44%)
Autonomy Control≈ 458≈ 244≈ 212≈ 914Tool schema (50%)
Weather Outlook≈ 486≈ 182≈ 211≈ 879Tool schema (55%)
Checkpoint≈ 421≈ 311≈ 136≈ 868Tool schema (49%)
Citations≈ 382≈ 209≈ 271≈ 862Tool schema (44%)
World Clock≈ 580≈ 247≈ 26≈ 853Tool schema (68%)
Entity Picker≈ 492≈ 220≈ 132≈ 844Tool schema (58%)
Stack≈ 347≈ 250≈ 242≈ 839Tool schema (41%)
Summary Card≈ 563≈ 175≈ 95≈ 833Tool schema (68%)
Grid≈ 364≈ 192≈ 246≈ 802Tool schema (45%)
Photo Mosaic≈ 406≈ 220≈ 149≈ 775Tool schema (52%)
Timeline≈ 354≈ 200≈ 180≈ 734Tool schema (48%)
File Upload≈ 430≈ 204≈ 97≈ 731Tool schema (59%)
Timer≈ 431≈ 237≈ 41≈ 709Tool schema (61%)
Draft Options≈ 320≈ 221≈ 117≈ 658Tool schema (49%)
Columns≈ 291≈ 150≈ 174≈ 615Tool schema (47%)
Answer Feedback≈ 277≈ 266≈ 60≈ 603Tool schema (46%)
Follow-up Chips≈ 289≈ 212≈ 42≈ 543Tool schema (53%)
Callout≈ 263≈ 176≈ 36≈ 475Tool schema (55%)

The numbers are generated by pnpm agent-kit (or pnpm tokens), which writes src/showcase/token-costs.generated.json.

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