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Proof of concept: auto-tagging and triage of Readwise Reader articles using TypeSafe AI's Jev
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CommunityJev Tools & CLIs
Readwise Jev Classifier
Readwise inbox proof of concept asking Jev one question set per article: a 23-tag scoring page plus a single-verdict triage page, with results kept in PocketBase.
- Stars
- 1
- Language
- TypeScript
- License
- MIT
- Published by
- Community
- Author
- osrim
- Last verified
- Oct 2026
About this project
Proof of concept. Reads the Readwise Reader inbox and asks Jev one question set per article. Two pages ask different questions about the same inbox. Tags scores an article against 23 tags. Triage picks one verdict for it. It never writes back to Readwise. Needs Node 22.18 or newer. npm test runs TypeScript through node --test with no build step. Copy .env.example to .env and add both keys:
Quoted from the project's README. Read the full README.
Works forJev for Classification
Used inJev for Software & DevTools
- Languages
- TypeScript
Highlights
- Twenty-three noul tags in three groups go out in one request per article, with a high threshold applying each tag.
- Single-choice triage returns read now, skim, reference, or drop with a confidence collapsing the option spread.
- Cursor plus unique-ID guards prevent repeats; unscored articles score four at a time with backoff on busy responses.
- Middle scores stay visible as unsure for boundary work; dev-only proxies keep both service keys off the browser.
Watch out
Proof of concept needing a separately downloaded PocketBase binary plus both Readwise and TypeSafe keys; never writes back to Readwise. Copy reviewed against the repository README on 2026-10-04, not from running it.
Questions about this entry
Short answers drawn from the linked project or page.
Never. It only reads inbox pages and stores scores and verdicts locally. Fetching, tagging, and triage leave the Readwise inbox untouched by design.
Because siblings overlap: a React post is both frontend and web, a Kubernetes post both infra and backend. Each tag pairs what-it-is with examples and near-miss false cases to keep pairs off the middle.
Both are retried with exponential backoff, and scores from the middle range stay visible under unsure for boundary tuning. Renaming a tag ID orphans stored scores, so use Retry on affected rows.
No. Both services refuse browser requests, so the dev server proxies both paths and attaches authorization headers. That proxying works in dev runs only.
Node 22.18 or newer, and the PocketBase binary at pocketbase/pocketbase, which the repo does not ship; download the build for your platform from its releases page and unzip it there. Add READWISE_TOKEN and TYPESAFE_API_KEY to .env, then run npm run pb and npm run dev.
Twenty-three tags in three groups: 12 tech, 4 product and work, 7 broad interest. Each is one noul question returning a probability, all 23 go out in one request per article, and a probability of 0.80 or more applies the tag.
Fetch next 10 reads one page of the inbox filtered to location=new and category=article. PocketBase keeps the Readwise page cursor in sync_state so the next click advances, and a unique index on readwise_id updates a repeated document in place rather than duplicating it.
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