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Study guide production & publishing

OmniScribe

Reconstructs course chapters into validated, self-contained study guides and publishes them to a searchable public library.

Workflow · Web platformPrototypePrototype deployed
Development status
DesignBuildTestRelease
NowBuilding
ReleasePrototype deployed · publishing platform

NextMove from the deployed prototype to a reviewed first release.

Overview

OmniScribe has two parts. A skill-driven production workflow rebuilds a chapter from course sources, closes knowledge gaps using authoritative references, applies cognitive-learning principles and produces an HTML study guide. A web platform then publishes approved guides as responsive, print-ready documents in a Course → Week library with full-content search.

FirebaseGoogle Cloud RunTypeScriptCodex skills

Chapter reconstruction

Builds each guide from source material and fills material gaps from authoritative academic references.

Learning-science design

Applies cognitive-learning principles so guides read as study tools, not transcripts.

Owner-gated publication

Private intake, review and atomic approval before anything goes public. Unpublishing keeps history.

Searchable library

A public Course → Week/Chapter library with complete-content search and deep links to sections.

2subsystems: production + publishing
$0target monthly operating envelope
Gate Cprototype stage deployed
01 / Production to publication

From course sources to a searchable library.

Study guides are produced and validated privately, approved once by the owner, then published as responsive pages with complete-content search.

OmniScribe pipeline: production (course sources, chapter reconstruction, closing knowledge gaps, HTML study guide, validation), one final owner approval, then publication (private intake, owner review, atomic publish, course and week library, search with deep links). Production · Codex skillsPublication · Firebase & Cloud Run Coursesources Reconstructchapter Close knowledgegaps Study guide(HTML) Validate One final approval Privateintake Ownerreview Atomicpublish Course → Weeklibrary Search &deep links
Fig. The OmniScribe pipeline. Nothing becomes public without the single owner approval, and unpublishing keeps history.