Automated README summary
Automatically summarized from the README on 8 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
An experimental plugin connecting Jev, TypeSafe's System One decision model, to coding agents like OpenCode and Claude Code. It picks skills, tools, subagents, models and browser actions. Not for production use.
How it uses Jev
Jev answers typed questions about which skill to load, which tool subset a step needs, whether to delegate to a subagent, and each browser_task click or value. It also picks the model tier and thinking effort. Results are used by the plugin to route work; if Jev is slow or unsure, it does nothing.
Primitives:choicescorenoul
Technique worth stealing
Gate mechanical steps up front so they get no skill, and fail open when Jev is unsure.
Try it
bunx jev-for-all@latest init, then jev-for-all doctor
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 material0.77
- Describes handling uncertaintynot found in the excerpt0.08
- Reports measured numbersnot found in the excerpt0.18
- Is a runnable toolFound in material0.88
- Top-10 learning shortlist signalnot found in the excerpt0.29
- Is a replica of the modelnot found in the excerpt0.06
- Solves a common problem (0–2)score on a 0–2 scale1.20 / 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 8 Oct 2026.