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 web app and MCP server that reviews public GitHub pull requests, diffs or files against Robert C. Martin's Clean Code. It is for developers who want per-file, checkable findings and a written review.
How it uses Jev
For each code file in the change, Jev answers a question set drawn from Clean Code, returning probabilities and scores rather than sentences. A yes/no answer is a finding at or above its question's own cutoff. The answers are passed to Luna, which writes the review prose.
Primitives:choicescore
Technique worth stealing
Per-file question set with per-question cutoffs, fitted against blind reviews of public pull requests.
Try it
bun install, then bunx eve link --non-interactive --project and bun run dev.
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 material0.78
- Shows a System One patternFound in material0.66
- Describes handling uncertaintynot found in the excerpt0.04
- Reports measured numbersnot found in the excerpt0.06
- Is a runnable toolFound in material0.94
- Top-10 learning shortlist signalunclear0.40
- Is a replica of the modelnot found in the excerpt0.05
- Solves a common problem (0–2)score on a 0–2 scale1.91 / 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.