Automated README summary
Automatically summarized from the README on 6 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A minimal Next.js shop (catalog, product page, cart, checkout) built to demonstrate Jev Review, a GitHub Action that reviews pull requests with TypeSafe Jev and comments on exact lines. Intended for developers evaluating Jev Review.
How it uses Jev
Jev Review runs as a GitHub Action on pull requests. For each changed file it reads the full file plus related files, then uses Jev's typed decisions in a pipeline: profile each file (Choice + Score), select evidence (Choice), classify bug mechanism (Choice), severity (Score), route to reviewer (Choice). Findings are posted as comments.
Primitives:choicescore
Technique worth stealing
Use typed decisions as small pipeline steps and keep thresholds and routing logic in code.
Try it
Add the workflow YAML, set TYPESAFE_API_KEY secret, open a pull request.
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 material0.87
- Shows a System One patternunclear0.45
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersnot found in the excerpt0.04
- Is a runnable toolFound in material0.86
- Top-10 learning shortlist signalunclear0.43
- Is a replica of the modelnot found in the excerpt0.03
- Solves a common problem (0–2)score on a 0–2 scale0.54 / 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 6 Oct 2026.