Automated README summary
Automatically summarized from the README on 29 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A CLI and Claude Code plugin that runs Claude Code on claude-opus-5-5, letting the TypeSafe Jev reflex pick the reasoning effort level for each step of a coding session.
How it uses Jev
On each prompt and after every tool batch, Jev answers a Choice, a Score and a Noul over the session state to pick the next API call's effort (low/medium/high). The result is inserted as a per-message effort statement, so the prompt cache never breaks.
Primitives:choicescorenoul
Technique worth stealing
Insert effort as a per-message statement and replay earlier insertions byte-identically, so the cached prefix stays valid.
Try it
npm install -g jev-opus && jev-opus init && jev-opus claude
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 material0.95
- Shows a System One patternFound in material0.92
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.98
- Top-10 learning shortlist signalunclear0.53
- Is a replica of the modelnot found in the excerpt0.08
- Solves a common problem (0–2)score on a 0–2 scale1.04 / 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 29 Sept 2026.