One project, several access paths
AlloFlow is larger than a single hosted app. Gemini Canvas is the simplest educator entry when Google AI is available. The Cloudflare-hosted browser app provides install-free access but no embedded AI credential. Packaged Desktop builds add local engines and OS-backed key storage. Skills and connectors bring focused remediation workflows into compatible agents.
Current public paths
The interface and many deterministic tools are shared, but AI access, storage, installation, and document data flow depend on the path you select.
Open AlloFlow inside Gemini Canvas and use the Google AI access available to that account. This is the most direct path for education environments already using Google. Source-based tools still require you to attach or analyze the relevant material first.
Open the stable Canvas launcherA static browser application hosted on Cloudflare Pages. Deterministic tools and teacher-prepared resources can run without an embedded provider key. AI authoring requires a supported provider that you configure in the browser.
Open the browser appUse the desktop runtime with supported local engines or configured providers. Packaged Electron builds provide OS-backed encrypted key storage, a bundled local-engine pathway, and local-first project handling.
View Desktop setupSide-by-side
| Question | Gemini Canvas | Browser app | Desktop | Portable Skill | Local MCP |
|---|---|---|---|---|---|
| Install required? | No | No | Yes | Compatible agent plus Skill package | Claude Desktop extension after verified release |
| AI access | Available through the user's Google environment | Bring a supported provider for AI features | Local engine or configured provider | Uses the selected host agent; no separate script key | Gemini optional; deterministic tools remain keyless |
| Where configuration lives | Canvas and account environment | Ordinary settings and provider key in this browser's unencrypted local storage; avoid shared or student devices and remove the key after use | Packaged Electron Desktop storage with OS-backed encryption for provider keys | Agent workspace and generated output folder | Local filesystem and connector job records |
| Best fit | Google Education and easy AI access | Install-free evaluation and shared resources | Local engines and stronger local control | Portable, focused remediation without an AlloFlow service | Broad local document-tool surface for power users |
| Important boundary | Google processes AI content under the account's terms | Configured providers receive prompts and needed content | Boundary depends on local versus remote provider selection | The host agent sees the attachment; AlloFlow/Cloudflare do not | Gemini-dependent tools may transmit the full selected document or derived content; some keyless helpers download public dependencies without intentionally sending document content |
What the Cloudflare “shell” actually is
Cloudflare Pages delivers the application shell, modules, and static assets. The public bundle intentionally contains no provider billing credential. It should not be described as free AI, a remediation service, a fully offline app, or a guarantee that all data stays on the device.
Focused extension paths
A small, review-required workflow for source-bound PDF remediation in compatible AI workspaces. The host sees the attachment; the bundled scripts do not call AlloFlow, Cloudflare, a remote MCP, or telemetry.
Choose and download a Skill packageA 31-tool local Claude Desktop connector with an embedded companion Skill. Offline document tools keep document data local; setup and some export helpers can download public dependencies without intentionally sending document content. Each release is CI-built and ships with a checksum list, SBOM, and GitHub build-provenance attestation.
Download and installCode for a separate Cloudflare Worker, storage, durable workflow, and container architecture. It is intended for approved institutional pilots with OAuth, quotas, retention, and fail-closed delivery—not for the public Pages app.
Inspect the pilot sourceSource-dependent tools
Many AlloFlow resources work from a text, PDF, webpage, lesson, or prior analysis. Search results label whether you can start immediately, need to bring a source, or must analyze a source first. This keeps users from arriving at a powerful tool with no usable context.