Automated README summary
Automatically summarized from the README on 3 Nov 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
An Orca Lab plugin for teams running coding agents. It puts a fast, cheap judgement in front of every command an agent issues, allowing harmless ones, refusing dangerous ones, and only asking a human when team policy requires it.
How it uses Jev
For each agent command, Jev answers typed questions about the command and repository state (e.g. whether it writes to main or is risky). Its calibrated verdict decides allow, refuse, or advise the coding model; a human is asked only when team policy demands it.
Primitives:choicescore
Technique worth stealing
Route each command through a small typed-question model instead of a large reasoning model, so most commands pass silently and only policy-relevant ones stop.
Try it
Install as an Orca Lab plugin, then Settings → Plugins → Refresh → Jev Advisor → Check for update.
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 projectFound in material0.74
- Shows a System One patternFound in material0.77
- Describes handling uncertaintynot found in the excerpt0.30
- Reports measured numbersnot found in the excerpt0.02
- Is a runnable toolFound in material0.94
- Top-10 learning shortlist signalnot found in the excerpt0.34
- Is a replica of the modelnot found in the excerpt0.16
- Solves a common problem (0–2)score on a 0–2 scale1.50 / 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 3 Nov 2026.