Building canvases
SkillWeb & browsingCreate 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.
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Then ask your AI: use the Building canvases skill
What this skill tells your AI
The instructions your AI receives, as published by posthog/posthog-foss in products/canvas/skills/building-canvases/SKILL.md and read by ahel’s review.
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_contextblock or the generation instructions). List that channel's canvases withcanvas-list(scope withchannel). 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-createin 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-listonly 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-canvasesfor 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-canvasesfor 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-datawhenever the canvas reads PostHog data, captures events, or navigates. It owns thephSDK, 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-canvasesfor 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-startwith the file name andpurpose="canvas". - From a shell, POST the file to the returned
upload_urlas multipart form data. Include every returnedform_fieldsentry and put the file part last. - Call
posthog:media-image-upload-completewith the returned id and use its permanenturlas the imagesrc. - 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-stepph.statekeys. 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. Remembercurrent_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 thephSDK — 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 everyphcall inproject.capabilities(insight short ids incapabilities.posthog.insights, captured events incaptureEvents,inlineQueries: truefor ad-hoc queries, andagentRequests: trueforph.agent.request) — the host enforces these at runtime and validation rejects undeclared calls. - Follow
validating-and-publishing-canvases: validate withcanvas-validate-createas 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_idis null): publish the complete project withcanvas-publish-create, passingexpected_current_version_id: null. - Already live (
current_version_idis set): publish per-file changes withcanvas-edit-create, or the complete project withcanvas-publish-create, passing the livecurrent_version_idasexpected_current_version_id. - Stage a draft with
canvas-draft-createonly when the user asked for a draft, a preview, or a review step before going live. Follow thevalidating-and-publishing-canvasesskill for diagnostics and conflict recovery.
- First version (
- Wait for the build — drafts and publishes alike queue one. Poll
canvas-builds-retrieve(every few seconds, up to ~2 minutes) until your build isreadyorfailed. Onfailed, 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 incapabilities.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 incapabilities.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 thecanvases-actions-retrievetool and follow each verb'susage(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 incapabilities.connectors; discover them with thecanvas-connectors-retrievetool. Seequerying-canvas-datafor the result and not-connected handling. -
ph.agent.request(prompt)— ask the canvas's authoring agent for a change, with the viewer's approval. DeclareagentRequests: trueincapabilities.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.htmlas the entry shell returned by the source tool. src/canvas.tsxremains 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
assetsmap 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.
Signals
- GitHub stars
- 715
- Forks
- 118
- Last commit
- Sep 2026
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building-canvases-posthog- Source
- github.com/posthog/posthog-foss