Automated README summary
Automatically summarized from the README on 20 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A research repo for builders of Grok Bot and Grok Build who want to offload System One decisions to TypeSafe Jev or free/open models, and to build Jev-powered products with those agents.
How it uses Jev
The README does not describe a running integration; it says the repo is not wired yet. It maps decision points where Jev could be used, such as PreToolUse risk gates, model-tier routing, dispatch mode, PR triage, and skill pick, and lists plans with state shape, questions, cascade, and thresholds.
Primitives:choicescorenoul
Technique worth stealing
Cascade Jev to code to free/open LLM to Grok to human, keeping math, deny-lists, and side effects in code.
Try it
Read plans/TOP.md and the recommended plans, starting with plans/pre-tool-risk-gate.md.
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 projectnot found in the excerpt0.29
- Shows a System One patternnot found in the excerpt0.17
- Describes handling uncertaintynot found in the excerpt0.09
- Reports measured numbersnot found in the excerpt0.07
- Is a runnable toolnot found in the excerpt0.11
- Top-10 learning shortlist signalnot found in the excerpt0.21
- Is a replica of the modelnot found in the excerpt0.07
- Solves a common problem (0–2)score on a 0–2 scale1.04 / 2
- About JevFound in material0.97
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 20 Sept 2026.