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 Hermes Agent plugin for users running on Ollama:Cloud. It picks both the model and the reasoning effort for each user turn, instead of leaving one effort fixed for the whole session.
How it uses Jev
On every user turn, Jev answers two typed questions — a choice over six Ollama:Cloud models and a choice of reasoning effort — from the task plus recent context. If confidence clears the threshold, the llm_request middleware rewrites the outgoing provider request's model and reasoning_effort; otherwise the configured defaults are kept.
Primitives:choice
Technique worth stealing
Route model and reasoning effort together, per turn, from one System One decision, with a confidence guard that leaves the request untouched on doubt.
Try it
hermes plugins install AlphaPerseii3000/jev-effort-router --force; set OPENROUTER_API_KEY; then /jev-effort-router status
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 material0.93
- Shows a System One patternFound in material0.62
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersnot found in the excerpt0.04
- Is a runnable toolFound in material0.93
- Top-10 learning shortlist signalunclear0.44
- Is a replica of the modelnot found in the excerpt0.05
- Solves a common problem (0–2)score on a 0–2 scale1.01 / 2
- About JevFound in material0.98
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.