Public open-source research preview · 1.2.0-alpha.1

Keep the voice. Make the method inspectable.

UVLM Echo Writing Primer Community Edition combines a human-readable primer, machine-readable controls, deterministic role routing, and offline diagnostic tools for writers, editors, researchers, reviewers, and AI collaborators.

MPL-2.0 softwareCC BY 4.0 contentOfflineNo model requiredHuman final authority
A diagnostic finding is not a judgment about the writer. The tool identifies text patterns for human review and never certifies quality, truth, rights, culture, or publication readiness.

What it includes

Human-readable primer

Craft architecture, evidence discipline, role separation, cultural and privacy boundaries, active agency, cadence, and protected-passage controls.

Machine controls

JSON and YAML grammar, schemas, role overlays, task router, UCC module, project configuration, and receipts.

Offline CLI

Run deterministic routing, diagnostic linting, prompt generation, control validation, and local receipts without a model or network.

Downloads

Public source

Complete mixed-license source repository, tests, schemas, controls, documentation, and website assets.

Download sourceChecksum

Editorial content pack

Human-readable primer, prompt collection, profiles, examples, and guides under CC BY 4.0.

Download contentChecksum

Windows portable convenience package

Unsigned transparent command launchers and the exact wheel. Requires a local Python 3.10 or newer runtime.

Download Windows packageChecksum

GitHub repository export

The clean public repository export is preserved in the publication package, but a public repository-download URL has not yet been added to this page.

Status
Publication link pending

Review package

Exact-candidate tests, attacks, clean installs, usability replays, scans, deterministic rebuilds, and review transparency.

Download reviewChecksum

Five-minute use

  1. Install the wheel in a local Python environment.
  2. Run uvlm-writing-primer check.
  3. Route a task with route --task.
  4. Audit a draft with lint.
  5. Name the human authority in a local project configuration.

Boundaries

This preview does not fact-check, browse, clear rights, certify culture, judge the writer, guarantee model compliance, or authorize publication. Donations are voluntary and separate from access and assurance.