Automated README summary
Automatically summarized from the README on 7 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A CLI, chat, Claude Code/Codex plugin, self-healing scrapers, and YAML web app tests. For developers automating browser tasks with plain-language instructions and confidence checks.
How it uses Jev
Jev chooses each click, field, and answer in the browser. Code checks confidence, risk, and page freshness before each action. Destructive actions require approval by default; `--confirm always` also requires approval for submits.
Primitives:choice
Technique worth stealing
Record plain-language steps once, then replay with code; scrapers self-repair when the site changes.
Try it
npm install; set TYPESAFE_API_KEY; npx jev-browser "open wikipedia.org, search for Alan Turing, and tell me the title of the article" --profile none
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 material0.88
- Shows a System One patternFound in material0.83
- Describes handling uncertaintynot found in the excerpt0.17
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.96
- Top-10 learning shortlist signalunclear0.44
- Is a replica of the modelnot found in the excerpt0.08
- Solves a common problem (0–2)score on a 0–2 scale1.25 / 2
- About JevFound in material0.97
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 7 Oct 2026.