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SKILL.md

jev-model-routing

Agent skill fromkerpopule/hermes-jev-skills

Use to pick the cheapest good-enough model or effort for a turn or a delegated task (lanes small to escalate), to decide continue/retry/verify/escalate/complete after each cycle, or to tune routing.

How to install jev-model-routing

install jev-model-routing
# install the hermes-jev-skills pack with the skills CLI
npx skills add kerpopule/hermes-jev-skills

# or add only this skill to Claude Code: copy the folder

skills/jev-model-routing/

# into

~/.claude/skills/jev-model-routing/ (all projects)

.claude/skills/jev-model-routing/ (one project)

skills/jev-model-routing/SKILL.md

MITFull file
1# Model routing with Jev
2
3Jev reads a turn and answers three questions in one ~0.4 s request: how hard is it, what kind of work is it, and would a mistake be costly. Code then walks your pool for that tier and specialty and takes the first model that fits (images, context size). You do not pick models by feel; you ask.
4
5## On Hermes it is automatic
6
7With the `hermes-jev` plugin enabled, each fresh user turn is routed once, before the first model call. Tool-loop follow-ups reuse that decision only while provider, endpoint, host model and outgoing request model remain unchanged. A mismatch disables routing for the rest of that turn, including an A → B → A return, without buying another classifier answer. If the first outgoing model disagrees with host metadata, retain the outgoing request and do not classify; equivalent provider prefixes are normalized. The next turn resets the decision. Endpoint bindings stay in memory and are not written to telemetry. Switches, per profile:
8
9```
10/jev status
11/jev routing shadow decide and log, but do not switch (start here)
12/jev routing on switch models
13/jev routing off
14/jev notice on show "[Jev] medium · coding → kimi-k2.7-code · confidence 0.97" on routed replies
15```
16
17A plugin can swap the model, not the provider connection. On OpenRouter that still means every vendor (DeepSeek, GLM, Kimi, MiniMax, Grok, Qwen, Gemini, GPT). If you run `/model` yourself, your choice wins and Jev stays out of the way.
18…

Excerpt shown under the repository's MIT license.

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