draftpulse
Experimental: live X draft viral scorer powered by TypeSafe Jev
How it uses Jev
Live Debounced Scoring : Automatically evaluates drafts on typing pauses ( 500ms), giving instant visual feedback without blocking the editor. Six Viral Dimensions : Scores hook strength, concrete specificity, reply propensity, bookmark shareability, dwell time, and slop risk. TypeSafe Jev Integration : Evaluates multiple narrow rubric questions in a single structured LLM call via TypeSafe Jev. Deterministic Fallbac…
Highlights
- Composite Scoring Formula — Combines individual dimension ratings into an overall readiness score using configurable weights in server/weights.ts .
- Category Auto-Detection — Automatically identifies the post genre (Build in Public, Technical Insight, Hot Take, Story, Question) to apply appropriate evaluation rubrics.
- Server-Side Key Isolation — Keeps TYPESAFE API KEY strictly in the backend Express service; secrets are never bundled or exposed to the client browser.
- Calibrated Feedback Loops — Designed around the data-loop plan to continuously refine heuristics based on actual observed post performance.
Use cases
- "Validate this product launch hook before posting."
- "Detect AI slop patterns and overused buzzwords in this thread draft."
- "Estimate bookmark shareability for this technical guide summary."
Getting started
Prerequisites Node.js 18+ and npm Optional: TypeSafe API Key (from TypeSafe)
Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README.