Automated README summary
Automatically summarized from the README on 4 Nov 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
jev-daemon provides jevd, a per-user background daemon, and jev, a CLI, so local programs can query TypeSafe's Jev model while the daemon holds the TypeSafe keys. It targets local programs and Claude Code plugins.
How it uses Jev
Programs pair once and are approved with `jev allow`; jevd then checks each request for shape, rate limit, and secrets before sending it to Jev. `jev ask` sends a request from the CLI. The README does not describe which Jev primitives are used or how results are consumed in code.
Technique worth stealing
A per-user daemon holds API keys and validates request shape, rate limits, and secrets before forwarding.
Try it
cargo install --locked --git https://github.com/mattbran87/jev-daemon jev
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-1.14.0- Project signals
jev-1.14.0- Category
jev-1.14.0- Pattern tags
jev-1.14.0
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 projectunclear0.50
- Shows a System One patternnot found in the excerpt0.11
- Describes handling uncertaintynot found in the excerpt0.03
- Reports measured numbersnot found in the excerpt0.02
- Is a runnable toolFound in material0.99
- Top-10 learning shortlist signalnot found in the excerpt0.30
- Is a replica of the modelnot found in the excerpt0.01
- Solves a common problem (0–2)score on a 0–2 scale1.19 / 2
- About JevFound in material0.99
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 4 Nov 2026.