Building canvases
A canvas is a client-side browser application that runs in a sandboxed iframe inside PostHog.
Its source lives in PostHog — not in a repository — and you read and write it through the
canvas-* tools. Never write a canvas to a local file; publishing through the tool is what
saves it.
Canvas work can start from any ordinary task. A dedicated canvas mode or pre-created canvas is
not required. When the user asks for a board, document, form, visualization, or small app that
should live in PostHog, treat that as a canvas request and follow this skill.
This skill owns freeform canvases (standalone apps). Two other canvas kinds exist: grid
canvases (widget grids, including the user's home canvas) and component canvases (reusable
widgets grids place). When the target is a grid or home canvas, a placement, or a reusable
widget/component, load composing-grid-canvases instead — it owns the store search → configure →
fork → build ladder and the layout patch loop. Authoring a component's source still uses the
implementation companions below.
Resolve the target canvas
- If the task names a canvas id (canvas-initiated tasks do), that is the target. Do not create another.
- Otherwise the target channel is the one the task was created in — named in the task's context
(the
channel_context block or the generation instructions). List that channel's canvases with
canvas-list (scope with channel). If one is clearly what the request refers to — an earlier
iteration of the same board or tool — build on it instead of creating a near-duplicate, and say
so in your reply so the user knows where the result landed.
- Only when nothing existing fits, create one with
canvas-create in that same channel, named
with a short descriptive title drawn from the request — never "Untitled canvas".
- Never survey channels to choose a target yourself: use
channel-list only to resolve a channel
the USER named to its id. Its listing puts the personal #me channel first, and #me is never a
default — a canvas filed there is invisible to everyone else. If the task names neither a canvas
nor a channel, ask which channel to use instead of guessing.
Load the companion skills for the implementation
This skill owns canvas selection and the authoring lifecycle. The companion skills hold the
implementation contracts. Load every companion that applies before writing source:
building-react-quill-canvases for dashboards, data boards, forms, tools, application-like
state, or anything that should look native to PostHog. It owns allowed imports, Quill composition,
theming, charts, loading and error states, and the date picker.
building-html-canvases for documents, articles, focused experiments, generative graphics,
<canvas>, or WebGL work where application components add no useful structure. It owns semantic
markup, direct browser APIs, animation cleanup, and non-Quill theming.
querying-canvas-data whenever the canvas reads PostHog data, captures events, or navigates.
It owns the ph SDK, saved-insight preference, result shapes, variables, date ranges, progressive
per-query loading, and declared data capabilities. Load it alongside either implementation skill
when data is involved.
validating-and-publishing-canvases for every canvas. It owns project shape, capability
declarations, validation diagnostics, guarded publishes, drafts, builds, and conflict recovery.
Mix implementation approaches when appropriate: React can own application chrome while browser
graphics code owns a canvas element, or a mostly static page can mount one interactive island.
This is a judgment call, not a persisted mode — ask the user only when the choice changes a
user-visible requirement you cannot infer.
Images
Use public media library URLs for images in a canvas. Call posthog:media-images-list with
purpose="canvas" first and reuse a suitable image when one already exists.
To add a local image:
- Call
posthog:media-image-upload-start with the file name and purpose="canvas".
- From a shell, POST the file to the returned
upload_url as multipart form data. Include every
returned form_fields entry and put the file part last.
- Call
posthog:media-image-upload-complete with the returned id and use its permanent url as
the image src.
- Add the URL's exact origin to
project.capabilities.network.origins. Canvas validation checks
this declaration, and the published artifact uses it in its Content Security Policy.
Canvas media URLs are public and do not require authentication. Never upload secrets, credentials,
customer data, or sensitive screenshots. Images must be under 4 MB and decode as PNG, JPEG, GIF,
WebP, AVIF, or BMP. Never base64-encode image bytes into a tool call.
Common request patterns
Use these as routing examples, not fixed templates:
- Product dashboard, web analytics board, or metric explorer: React + Quill plus data querying.
- Checklist, form, or lightweight workflow: React + Quill, plus data querying for PostHog reads,
event capture, or navigation. For a checklist or runbook specifically, start from the worked
example in
building-react-quill-canvases (references/checklist-example.md) — team-shared
progress via per-step ph.state keys. Do not imply persistence that the available APIs do not
provide.
- Document or narrative report: HTML for a mostly static reading experience; React + Quill plus
data querying when it needs live PostHog data, filters, or application-like interactions.
- Generative graphic or animation: HTML and browser graphics APIs. Add React only when it
materially simplifies application state or chrome.
When the task carries a legacy requested pattern such as dashboard or web-analytics, apply the
matching shape above. The pattern is a hint; the user's actual request remains authoritative.
The iteration loop
- Read the current source and version pointer with
canvas-source-retrieve.
Remember current_version_id — your publish must be guarded on it.
- Edit the project files using the implementation companions selected above. For any PostHog data
the canvas shows, follow
querying-canvas-data (saved insights loaded via the ph SDK — never
fetch or your own PostHog client), make every figure verifiable — an insight-backed metric
links its saved insight in PostHog, an ad-hoc query shows the exact query that ran, per that
skill's "Verifiability" section — and
declare every ph call in project.capabilities (insight short ids in
capabilities.posthog.insights, captured events in captureEvents, inlineQueries: true for
ad-hoc queries, and agentRequests: true for ph.agent.request) — the host enforces these at
runtime and validation rejects undeclared calls.
- Follow
validating-and-publishing-canvases: validate with canvas-validate-create as often as
needed and fix every error-severity diagnostic.
- Save the project by publishing it — publishing is the default and goes live at once:
- First version (
current_version_id is null): publish the complete project with
canvas-publish-create, passing expected_current_version_id: null.
- Already live (
current_version_id is set): publish per-file changes with
canvas-edit-create, or the complete project with canvas-publish-create, passing the
live current_version_id as expected_current_version_id.
- Stage a draft with
canvas-draft-create only when the user asked for a draft, a preview, or
a review step before going live.
Follow the validating-and-publishing-canvases skill for diagnostics and conflict recovery.
- Wait for the build — drafts and publishes alike queue one. Poll
canvas-builds-retrieve
(every few seconds, up to ~2 minutes) until your build is ready or failed. On failed,
read the build's error diagnostics, fix the project, and save again — do not finish the
task with a failed build.
Save once per requested change, when the canvas is ready — not after every micro-edit. When the
user asked for a draft, end your reply by saying a draft is ready to preview and promote; the
validating-and-publishing-canvases skill covers the draft → build → preview → promote flow.
End your reply by naming the channel the canvas is in and linking it with the url field the
canvas tools return (canvas-create, canvas-list, and the publish/source responses carry it).
That field is the only valid link to a canvas — never construct one yourself; guessed URLs
(project pages, web routes) do not resolve.
Runtime memory and actions
ph.state — durable key-value memory: ph.state.get(key, { scope }),
ph.state.set(key, value, { scope }) (a null value deletes the key), ph.state.list({ scope }).
Scope "user" (the default) is private to each viewer; "shared" is one value per canvas,
visible to the whole team. Declare the scopes you use in capabilities.posthog.state.
Values are JSON, capped at 64 KB serialized and 256 keys per scope — store big data in
PostHog (insights, the warehouse) and reference it. Never put secrets or viewer PII in state.
ph.actions.invoke(verb, payload) — write into PostHog as the viewer. Declare every verb
in capabilities.posthog.actions; undeclared or unregistered verbs fail validation and the
host refuses them at runtime. Wire actions to explicit user gestures (a button the viewer
clicks), never to load or render. The registry is the source of truth: list it with the
canvases-actions-retrieve tool and follow each verb's usage (payload/result shape,
behavior, and the confirmation copy it warrants) before wiring it.
ph.connectors.call(provider, tool, args) — read live third-party data (GitHub, or any
MCP store server) with the VIEWER's own connection at view time. Never call GitHub, Calendly,
or another service yourself and paste the result into the source: that snapshot is stale on
publish and shows every viewer the author's data. Declare each provider and tool in
capabilities.connectors; discover them with the canvas-connectors-retrieve tool. See
querying-canvas-data for the result and not-connected handling.
ph.agent.request(prompt) — ask the canvas's authoring agent for a change, with the viewer's
approval. Declare agentRequests: true in capabilities.posthog. Call it only from a direct
click or form submission — the host shows the exact prompt and asks the viewer to accept before
spending compute, and rejects calls made during render, mount, or polling. The agent publishes
the change as a new version; a non-creator's request is filed in the authoring task's thread
instead of starting a run.
Source-project shape
- Keep
index.html as the entry shell returned by the source tool.
src/canvas.tsx remains the conventional React entry component, but it may import additional
relative TypeScript, TSX, JavaScript, JSON, SVG, CSS, and admitted asset files from the project.
- Self-contained module workers may be imported with
./worker.ts?worker. A worker must not import
another local module.
- Use the public media library flow above for images. Other binary assets belong in the project's
assets map as base64 content with an admitted content type. WOFF/WOFF2, WebAssembly, and generic
octet-stream assets are supported.
- Keep the platform dependency map exactly as returned. Do not add npm packages; local relative
imports are project files, while bare imports remain limited to the platform-pinned set.
1---2name: building-canvases-23description: Create or edit a PostHog freeform canvas — a sandboxed browser application (data board, document, form, small tool, graphics experiment) stored in PostHog and rendered by the desktop/web app. Use when a task asks to build, generate, update, or fix a standalone canvas app, or when a freeform canvas id is given as the publish target. For grid/home canvases, widget placements, or reusable components, use composing-grid-canvases instead. Covers resolving or creating the target canvas, choosing an implementation approach (React + Quill vs plain HTML/browser APIs), the read → edit → validate → publish → build loop, and which companion canvas skills to load for the details.4---56# Building canvases78A canvas is a client-side browser application that runs in a sandboxed iframe inside PostHog.9Its source lives in PostHog — not in a repository — and you read and write it through the10`canvas-*` tools. Never write a canvas to a local file; publishing through the tool is what11saves it.1213Canvas work can start from any ordinary task. A dedicated canvas mode or pre-created canvas is14not required. When the user asks for a board, document, form, visualization, or small app that15should live in PostHog, treat that as a canvas request and follow this skill.1617This skill owns `freeform` canvases (standalone apps). Two other canvas kinds exist: `grid`18canvases (widget grids, including the user's home canvas) and `component` canvases (reusable19widgets grids place). When the target is a grid or home canvas, a placement, or a reusable20widget/component, load `composing-grid-canvases` instead — it owns the store search → configure →21fork → build ladder and the layout patch loop. Authoring a component's source still uses the22implementation companions below.2324## Resolve the target canvas2526- If the task names a canvas id (canvas-initiated tasks do), that is the target. Do not create another.27- Otherwise the target channel is the one the task was created in — named in the task's context28 (the `channel_context` block or the generation instructions). List that channel's canvases with29 `canvas-list` (scope with `channel`). If one is clearly what the request refers to — an earlier30 iteration of the same board or tool — build on it instead of creating a near-duplicate, and say31 so in your reply so the user knows where the result landed.32- Only when nothing existing fits, create one with `canvas-create` in that same channel, named33 with a short descriptive title drawn from the request — never "Untitled canvas".34- Never survey channels to choose a target yourself: use `channel-list` only to resolve a channel35 the USER named to its id. Its listing puts the personal #me channel first, and #me is never a36 default — a canvas filed there is invisible to everyone else. If the task names neither a canvas37 nor a channel, ask which channel to use instead of guessing.3839## Load the companion skills for the implementation4041This skill owns canvas selection and the authoring lifecycle. The companion skills hold the42implementation contracts. Load every companion that applies before writing source:4344- **`building-react-quill-canvases`** for dashboards, data boards, forms, tools, application-like45 state, or anything that should look native to PostHog. It owns allowed imports, Quill composition,46 theming, charts, loading and error states, and the date picker.47- **`building-html-canvases`** for documents, articles, focused experiments, generative graphics,48 `<canvas>`, or WebGL work where application components add no useful structure. It owns semantic49 markup, direct browser APIs, animation cleanup, and non-Quill theming.50- **`querying-canvas-data`** whenever the canvas reads PostHog data, captures events, or navigates.51 It owns the `ph` SDK, saved-insight preference, result shapes, variables, date ranges, progressive52 per-query loading, and declared data capabilities. Load it alongside either implementation skill53 when data is involved.54- **`validating-and-publishing-canvases`** for every canvas. It owns project shape, capability55 declarations, validation diagnostics, guarded publishes, drafts, builds, and conflict recovery.5657Mix implementation approaches when appropriate: React can own application chrome while browser58graphics code owns a canvas element, or a mostly static page can mount one interactive island.5960This is a judgment call, not a persisted mode — ask the user only when the choice changes a61user-visible requirement you cannot infer.6263## Images6465Use public media library URLs for images in a canvas. Call `posthog:media-images-list` with66`purpose="canvas"` first and reuse a suitable image when one already exists.6768To add a local image:69701. Call `posthog:media-image-upload-start` with the file name and `purpose="canvas"`.712. From a shell, POST the file to the returned `upload_url` as multipart form data. Include every72 returned `form_fields` entry and put the file part last.733. Call `posthog:media-image-upload-complete` with the returned id and use its permanent `url` as74 the image `src`.754. Add the URL's exact origin to `project.capabilities.network.origins`. Canvas validation checks76 this declaration, and the published artifact uses it in its Content Security Policy.7778Canvas media URLs are public and do not require authentication. Never upload secrets, credentials,79customer data, or sensitive screenshots. Images must be under 4 MB and decode as PNG, JPEG, GIF,80WebP, AVIF, or BMP. Never base64-encode image bytes into a tool call.8182## Common request patterns8384Use these as routing examples, not fixed templates:8586- **Product dashboard, web analytics board, or metric explorer:** React + Quill plus data querying.87- **Checklist, form, or lightweight workflow:** React + Quill, plus data querying for PostHog reads,88 event capture, or navigation. For a checklist or runbook specifically, start from the worked89 example in `building-react-quill-canvases` (`references/checklist-example.md`) — team-shared90 progress via per-step `ph.state` keys. Do not imply persistence that the available APIs do not91 provide.92- **Document or narrative report:** HTML for a mostly static reading experience; React + Quill plus93 data querying when it needs live PostHog data, filters, or application-like interactions.94- **Generative graphic or animation:** HTML and browser graphics APIs. Add React only when it95 materially simplifies application state or chrome.9697When the task carries a legacy requested pattern such as `dashboard` or `web-analytics`, apply the98matching shape above. The pattern is a hint; the user's actual request remains authoritative.99100## The iteration loop1011021. Read the current source and version pointer with `canvas-source-retrieve`.103 Remember `current_version_id` — your publish must be guarded on it.1042. Edit the project files using the implementation companions selected above. For any PostHog data105 the canvas shows, follow `querying-canvas-data` (saved insights loaded via the `ph` SDK — never106 fetch or your own PostHog client), make every figure verifiable — an insight-backed metric107 links its saved insight in PostHog, an ad-hoc query shows the exact query that ran, per that108 skill's "Verifiability" section — and109 **declare every `ph` call in `project.capabilities`** (insight short ids in110 `capabilities.posthog.insights`, captured events in `captureEvents`, `inlineQueries: true` for111 ad-hoc queries, and `agentRequests: true` for `ph.agent.request`) — the host enforces these at112 runtime and validation rejects undeclared calls.1133. Follow `validating-and-publishing-canvases`: validate with `canvas-validate-create` as often as114 needed and fix every error-severity diagnostic.1154. Save the project by publishing it — publishing is the default and goes live at once:116 - **First version** (`current_version_id` is null): publish the complete project with117 `canvas-publish-create`, passing `expected_current_version_id: null`.118 - **Already live** (`current_version_id` is set): publish per-file changes with119 `canvas-edit-create`, or the complete project with `canvas-publish-create`, passing the120 live `current_version_id` as `expected_current_version_id`.121 - Stage a draft with `canvas-draft-create` only when the user asked for a draft, a preview, or122 a review step before going live.123 Follow the `validating-and-publishing-canvases` skill for diagnostics and conflict recovery.1245. **Wait for the build** — drafts and publishes alike queue one. Poll `canvas-builds-retrieve`125 (every few seconds, up to ~2 minutes) until your build is `ready` or `failed`. On `failed`,126 read the build's error diagnostics, fix the project, and save again — do not finish the127 task with a failed build.128129Save once per requested change, when the canvas is ready — not after every micro-edit. When the130user asked for a draft, end your reply by saying a draft is ready to preview and promote; the131`validating-and-publishing-canvases` skill covers the draft → build → preview → promote flow.132133End your reply by naming the channel the canvas is in and linking it with the `url` field the134canvas tools return (`canvas-create`, `canvas-list`, and the publish/source responses carry it).135That field is the only valid link to a canvas — never construct one yourself; guessed URLs136(project pages, web routes) do not resolve.137138## Runtime memory and actions139140- **`ph.state`** — durable key-value memory: `ph.state.get(key, { scope })`,141 `ph.state.set(key, value, { scope })` (a null value deletes the key), `ph.state.list({ scope })`.142 Scope `"user"` (the default) is private to each viewer; `"shared"` is one value per canvas,143 visible to the whole team. Declare the scopes you use in `capabilities.posthog.state`.144 Values are JSON, capped at 64 KB serialized and 256 keys per scope — store big data in145 PostHog (insights, the warehouse) and reference it. Never put secrets or viewer PII in state.146- **`ph.actions.invoke(verb, payload)`** — write into PostHog as the viewer. Declare every verb147 in `capabilities.posthog.actions`; undeclared or unregistered verbs fail validation and the148 host refuses them at runtime. Wire actions to explicit user gestures (a button the viewer149 clicks), never to load or render. The registry is the source of truth: list it with the150 `canvases-actions-retrieve` tool and follow each verb's `usage` (payload/result shape,151 behavior, and the confirmation copy it warrants) before wiring it.152153- **`ph.connectors.call(provider, tool, args)`** — read live third-party data (GitHub, or any154 MCP store server) with the VIEWER's own connection at view time. Never call GitHub, Calendly,155 or another service yourself and paste the result into the source: that snapshot is stale on156 publish and shows every viewer the author's data. Declare each provider and tool in157 `capabilities.connectors`; discover them with the `canvas-connectors-retrieve` tool. See158 `querying-canvas-data` for the result and not-connected handling.159- **`ph.agent.request(prompt)`** — ask the canvas's authoring agent for a change, with the viewer's160 approval. Declare `agentRequests: true` in `capabilities.posthog`. Call it only from a direct161 click or form submission — the host shows the exact prompt and asks the viewer to accept before162 spending compute, and rejects calls made during render, mount, or polling. The agent publishes163 the change as a new version; a non-creator's request is filed in the authoring task's thread164 instead of starting a run.165166## Source-project shape167168- Keep `index.html` as the entry shell returned by the source tool.169- `src/canvas.tsx` remains the conventional React entry component, but it may import additional170 relative TypeScript, TSX, JavaScript, JSON, SVG, CSS, and admitted asset files from the project.171- Self-contained module workers may be imported with `./worker.ts?worker`. A worker must not import172 another local module.173- Use the public media library flow above for images. Other binary assets belong in the project's174 `assets` map as base64 content with an admitted content type. WOFF/WOFF2, WebAssembly, and generic175 octet-stream assets are supported.176- Keep the platform dependency map exactly as returned. Do not add npm packages; local relative177 imports are project files, while bare imports remain limited to the platform-pinned set.