AlloFlow Document Remediation

AlloFlow (v1.2)

Adaptive Levels, Layers, & Outputs ➔ Flexible Learning Options for Whole-Student Education

---

🚀 What is AlloFlow?

AlloFlow is an open-source, privacy-first AI classroom assistant and instructional differentiation engine built for educators, special education teams, and school psychologists. Use the keyless Google-managed Gemini Canvas path with no installation, or run AlloFlow Desktop for a local-first teacher-laptop workflow.

For reading, start with the selected original text and add optional supports. Create an adapted companion when it serves the learning goal, keeping the original available alongside it. AlloFlow also creates learning activities and other differentiated resources.

No AlloFlow software subscription. Local classroom flows can run without student accounts or required PII. Cloud-provider terms, data handling, and costs depend on the deployment you choose.

Official AlloFlow website: apomera.github.io/AlloFlow

Official source repository: github.com/Apomera/AlloFlow

Official project facts: apomera.github.io/AlloFlow/about.html — maintained identity, version, license, privacy boundaries, and guidance for distinguishing the canonical project from forks.

Search identity: AlloFlow is a free open-source AI classroom assistant for differentiated instruction, UDL, accessibility, AAC communication, STEM/SEL tools, RTI, and local-first school deployments.

Current inventory (verified October 16, 2026): the repository registry check reports 152 STEM tool registrations and 72 SEL tool registrations; the STEM directory contains 152 plugin files. The broader July 3 codebase review remains the dated source for architecture and size estimates. AlloFlow Desktop is the everyday local-first path, while the Docker School Box stack is optional server/appliance infrastructure. See docs/codebase_review_2026-07-03.md, docs/code_size_inventory_2026-07-03.csv, docs/competitive_positioning_review_2026-07-03.md, and desktop/README.md.

🔗 [Launch AlloFlow](https://apomera.github.io/AlloFlow/launch.html)

---

⚡ Quick Start

1. [Click to launch](https://apomera.github.io/AlloFlow/launch.html) — opens the Gemini Canvas path (eligible Google account required; availability and school administrator settings apply)
2. Paste your lesson text into the Source Material box and identify the learning goal. If you generate a source from a topic, review it before teaching from it.
3. Choose Read original with supports to open the selected text unchanged. Use read-aloud and focus tools, and add optional word explanations. Opening the original does not require an AI call; generating explanations does.
4. Add a support when useful — a glossary, organizer, practice activity, or an adapted companion. An adaptation is supplemental by default; use Original / Adapted / Both to compare it with the captured source.
5. Review and try the student view before sharing. Check contextual meanings, important ideas, and learner fit. Then use a Live Session or export, and test what learners receive on their devices.

Reading walkthrough: Open the original, add word supports, compare versions, and check student delivery.

Need several resources? Full Pack can draft a set from your selected source. Use it when a lesson needs several supports, and review each resource before sharing.

💡 For local-first use on a teacher laptop, see desktop/README.md. For school-owned server/appliance experiments, see School Box below.

🏫 District decision-maker? See the 2-page Admin Brief — cost comparison, privacy/compliance, and pilot-path summary.

Agent-authored AlloPacks

An agent can author the same portable resource-pack structure without opening the AlloFlow UI. The local Agent Core MCP accepts agent-generated resource history, validates renderer-critical shapes and privacy safeguards, creates a teacher-review preview, and exports a .allopack.json payload. It does not silently call a model, read API keys, upload source text, publish content, or write arbitrary paths. See the MCP connector guide, the AlloPack specification, and the reusable AlloFlow resource-pack authoring skill.

---

Product tour

• Promotion site -- overview, deployment paths, and current evidence
• Official project facts -- canonical repository, current release, license, authorship, and deployment boundaries
• Tool finder -- search by goal, source requirement, AI need, and access path
• Document remediation -- pipeline, evidence boundaries, portable Skill, and connector status
• Ways to use AlloFlow -- compare Gemini Canvas, browser, Desktop, Skill, and connector paths
• Accessibility white paper -- standards context, architecture, privacy boundaries, and evidence
• Feedback -- safe routes for ideas, bugs, accessibility barriers, and de-identified use stories
• Feature catalog -- documented capabilities organized around UDL
• Student experience -- learner-facing tools and accessibility supports
• District brief -- planning, privacy, accessibility, and pilot considerations

Screenshots change quickly as the interface evolves. Use the current promotion pages and launch flow for the latest maintained product tour.

---

✨ Key Features

🎓 For Teachers

🎮 For Students

🩺 For Special Educators & BCBAs

🧠 For School Psychologists

| Report Writer Wizard | 10-step guided wizard for synthesi