Automated README summary
Automatically summarized from the README on 11 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A generic, reusable template for orchestrating multi-agent workflows, using Jev (TypeSafe System One) as the fast L0 decision layer. It provides typed contracts, git worktree isolation, and a human merge gate for teams building agent pipelines.
How it uses Jev
Jev handles L0 decisions: route, risk, escalate, and brief, all typed. It takes the task state and returns calibrated probabilities via typed schemas (no free text). The orchestrator uses these results to drive L1→L4 flow and state transitions.
Primitives:choicescorenoul
Technique worth stealing
Use Jev as a typed L0 router/risk layer before multi-agent orchestration, keeping decisions schema-bound.
Try it
source $HOME/.cargo/env; cargo test --workspace --tests; cargo build --workspace
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 material0.83
- Shows a System One patternFound in material0.76
- Describes handling uncertaintynot found in the excerpt0.19
- Reports measured numbersnot found in the excerpt0.04
- Is a runnable toolFound in material0.67
- Top-10 learning shortlist signalunclear0.41
- Is a replica of the modelnot found in the excerpt0.06
- Solves a common problem (0–2)score on a 0–2 scale1.64 / 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 11 Oct 2026.