Automated README summary
Automatically summarized from the README on 25 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
Nerve is an asynchronous supervisory plugin for Hermes Agent that adds typed System One decisions, ranking, verification, token-aware oversight, and an opt-in tool gate, backed by TypeSafe Jev or open-source Laya.
How it uses Jev
Jev is the authoritative reflex backend (reflex_backend=jev) below DecisionEngine; it makes semantic decisions that Hermes uses for supervision. Laya or OpenJev can run as shadow backends that log paired decisions without changing the authoritative result. The plugin does not import torch or transformers.
Primitives:choicescore
Technique worth stealing
Provider-neutral backend seam below DecisionEngine lets a local sidecar shadow an authoritative model without altering results.
Try it
Run `python3 -m hermes_nerve ui` from a checkout, or `nerve ui` after installing the package.
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 projectnot found in the excerpt0.06
- Shows a System One patternunclear0.45
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersunclear0.45
- Is a runnable toolFound in material0.82
- Top-10 learning shortlist signalnot found in the excerpt0.08
- Is a replica of the modelnot found in the excerpt0.07
- Solves a common problem (0–2)score on a 0–2 scale1.23 / 2
- About JevFound in material0.85
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 25 Oct 2026.