Automated README summary
Automatically summarized from the README on 23 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A Codex browser Skill for developers running repetitive browser operations. It hands navigation, clicks, toggles, and scrolling to Jev while Codex handles text entry, visual judgment, and final verification. Built at EZCollegeApp.
How it uses Jev
Jev receives accessibility text, not screenshots, and chooses actions for navigation, clicks, toggles, and scrolling. Its completion signal brings Codex back to verify. Codex takes over when a step needs help, then Jev resumes. Sessions retain progress across handoffs and check fresh page state before acting.
Primitives:choice
Technique worth stealing
Keep the action loop inside the existing Computer Use connection so each click avoids a new host-model turn.
Try it
npx skills add wy-coliney/jev-browser-use -g -a codex -y, then configure your Jev API.
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 material0.69
- Shows a System One patternnot found in the excerpt0.35
- Describes handling uncertaintynot found in the excerpt0.04
- Reports measured numbersnot found in the excerpt0.29
- Is a runnable toolFound in material0.97
- Top-10 learning shortlist signalnot found in the excerpt0.38
- Is a replica of the modelnot found in the excerpt0.03
- Solves a common problem (0–2)score on a 0–2 scale1.01 / 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 23 Sept 2026.