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AI Workbench for Designers — M1.2

M1.2 is the usability-validation MVP for translating common product-design intent into AI-ready prompts without requiring prompt-engineering expertise.

MVP

  • 8 common design workflows
  • paste-text-only context
  • deterministic prompt compilation
  • optional advanced constraints
  • Copy Prompt
  • local usability telemetry
  • Test Mode with intent-to-prompt timing and usefulness feedback

Run locally

No package install is required for the browser UI. Serve the repository with any static HTTP server, for example:

python3 -m http.server 8000

Open http://localhost:8000/?test=1 for usability-test mode.

M1.2 target

Common workflow intent -> generated prompt should be under 10 seconds for at least 90% of successful observed runs in human usability testing.

Data boundary

M1.2 stores telemetry and test results in browser localStorage. Pasted context remains in the browser and is not sent to an external model because M1.2 does not execute model calls.

Repository

See docs/TDS.md, docs/M1_1_RUNTIME_VALIDATION.md, and docs/M1_2_USABILITY_VALIDATION.md for product and engineering detail.

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Assist teams with translating everyday design problems into effective AI instructions

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