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
A local loopback gateway for coding agents (Codex, Claude Code, OpenCode, Kilo, Gemini CLI, Devin) that lets Jev pick the next tool while the session model fills open-ended arguments and writes the final answer.
How it uses Jev
For supported requests that include tools, Jev selects one tool and can fill closed-set arguments such as enums and booleans. The session model fills open-ended arguments and writes the answer. Low confidence, Jev failure, or unsupported requests are forwarded unchanged; a selected tool can be enforced, hinted, or answered directly.
Primitives:choice
Technique worth stealing
Route only the tool-selection decision through Jev, fail open on low confidence, and let the session model own arguments and the final answer.
Try it
npm install -g jev-advisor-gateway, then run jev-codex-advisor --yolo (or the matching launcher).
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 material0.65
- Shows a System One patternnot found in the excerpt0.36
- Describes handling uncertaintyunclear0.58
- Reports measured numbersnot found in the excerpt0.02
- Is a runnable toolFound in material0.96
- Top-10 learning shortlist signalnot found in the excerpt0.38
- Is a replica of the modelnot found in the excerpt0.04
- Solves a common problem (0–2)score on a 0–2 scale1.45 / 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.