Automated README summary
Automatically summarized from the README on 9 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A Chrome extension that sorts Hacker News comments into user-defined buckets as you watch. Pick buckets like "accuses others of astroturfing" or "it's overhyped", press Run, and each comment flies into its bucket.
How it uses Jev
Jev answers one Choice question per comment: which bucket best describes the comment. The state is the thread title; the options are the bucket descriptions. Jev returns the chosen bucket and a probability for every bucket, which the extension uses to label and sort comments.
Primitives:choice
Technique worth stealing
Use bucket descriptions as Choice criteria so Jev can classify comments without forcing them into ill-fitting buckets.
Try it
Load unpacked in chrome://extensions, add your Jev API key, open a Hacker News comment page, and press Run.
Model judgments from README excerpts
Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.
Models & evaluation dates
- Inclusion gate
jev-1.13.0- Project signals
jev-1.13.0- Category
jev-1.13.0- Pattern tags
jev-1.13.0
Evidence
These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.
- Jev is core to the projectFound in material0.94
- Shows a System One patternunclear0.60
- Describes handling uncertaintynot found in the excerpt0.04
- Reports measured numbersunclear0.52
- Is a runnable toolFound in material0.98
- Top-10 learning shortlist signalnot found in the excerpt0.26
- Is a replica of the modelnot found in the excerpt0.05
- Solves a common problem (0–2)score on a 0–2 scale0.60 / 2
- About JevFound in material0.98
no-judgment band (0.40–0.60)
no-judgment band (0.40–0.60)
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 9 Oct 2026.