A Scriptorium production

Writing is taught by judgment.

So the judgment itself has to be built with care.

The problem

A grade is only as trustworthy as the rubric behind it.

Most rubrics are written once, never tested, and quietly disagree with themselves. Nobody can inspect the instrument.

The idea

Scriptorium is a pedagogically designed creative-writing coach.

It treats the rubric as the product — an instrument you can build, stress-test, audit, and trust before a single word is scored.

The central abstraction

Ten gates between idea and ink.

Every genre carries its own rubric template — dimension weights, an AI prior, and pedagogical scaffolding. The system always knows what kind of writing it is grading.

How it works

Seed a rubric. Prove it. Then grade.

genre template AI draft validation harness auditor curates score + review report
Why you can trust it

Every decision leaves a trace.

State changes emit xAPI to a learning-record store — which doubles as the single bug source. GCS is the durable system of record, and "view as role" shows an admin exactly what that role sees.

Coverage

Broad by design.

117
genres, each with its own rubric template
7
roles, one hierarchy
5
validation gates
11
wizard steps at full rigor
45
API routers
84
gated capabilities
56
client views
37
domain libraries
Capabilities

More than a grade book.

Rubric authoring & validation Anchored submission review Peer review & calibration Fairness & integrity audits Research-paper AI review Hash-based i18n Contextual "?" help
For everyone in the loop

One instrument, seven vantage points.

admin coordinator auditor researcher instructor TA student
The impact

Feedback you can defend — and improve.

Instructors ship rubrics that hold up to scrutiny. Students get specific, anchored feedback. Auditors inspect the instrument itself. The rubric compounds over time through a lineage trail.

Scriptorium

Build the judgment.
Then the writing.

Pedagogically designed. Grounded in every trace.

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That's Scriptorium.

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