Will it just tell me to use Jev for everything?

No. It explicitly compares against your current approach and can conclude keep it in code, as with exact comparisons like free-shipping thresholds that need no model call.

What do I actually get from a session?

An explanation at your level, clarified users and constraints, a concrete context plus question plus uncertain-answer handling design, and a small experiment with a baseline and a reason to stop if Jev is not useful.

Can I trust its prices and API claims?

Only conditionally: basic explanations use built-in concepts, but current prices, API details, and named-tool recommendations require checking official documentation, and a capability statement is not proof it works on your data.

How do I verify it works in my agent?

Run the behavior checks covering prompts and expected advice, which test the guidance rather than Jev model performance, plus the automated repeat-suppression tests for the optional invitation helper.

How do I install and update Jev Architect?

Use npx skills add karanb192/jev-architect --skill jev-architect, or in Claude Code add the marketplace and install the plugin. Updates use the marketplace update and plugin update commands, then a fresh session.

Does installing it connect to Jev or run a benchmark?

No. The repository only provides instructions for your agent; building an integration requires separate API access and evaluation, and it is not an official TypeSafe skill.

When does the skill browse the web?

Basic explanations use the skill's built-in concepts, but current prices, API details and recommendations for a named tool require checking official documentation. If those sources are unavailable the recommendation stays conditional.

CommunityJev Agents & MCP

Jev Architect — karanb192

Portable agent skill that guides a coding agent through choosing, designing, and testing Jev uses, including when plain code is the better answer.

See highlights

Open github.com

Stars: 7
Language: HTML
License: MIT
Published by: Community
Author: karanb192
Last verified: Oct 2026

karanb192/jev-architect

User repository on GitHub

View on GitHub

Find, design, and evaluate TypeSafe Jev decision loops.

Forks: 5
Last pushed: Updated Oct 2026

Repo stats from the GitHub API, cached Oct 2026.Homepage

About this project

An agent skill to help you decide what to build with Jev, where it could improve existing software, and what to test before committing to it. Explore the examples · Install · Try a prompt. Jev answers questions with defined possible outcomes. For example, it could judge whether a message needs a reply. Your code could then add that message to a reply queue, with a person deciding what to say.

Quoted from the project's README. Read the full README.

Tagscommunity jevbest catalog-import awesomejev html

Works forJev for Classification Jev for Tool calling

Used inJev for Software & DevTools

Highlights

Helps explore new ideas or improve existing workflows by comparing Jev against current mistakes, wait time, and review work.
Installs through a skill manager, Claude Code plugin marketplace, or portable skill folder with Codex manifest support.
Produces concrete state, question, and fallback designs plus small baseline experiments with explicit stop reasons.
Requires checking official docs for prices and API details instead of treating built-in concepts as current proof.

Watch out

Provides agent instructions only: it does not connect to Jev, run benchmarks, or prove speed, savings, or accuracy. Copy reviewed against the repository README on 2026-10-04, not from running it.

Questions about this entry

Short answers drawn from the linked project or page.

Other listings of this project

Forks and copies of this project in the directory. This entry is the canonical one.

jev-architect

A Claude Code and Codex skill that fires before code is written, splits a feature into atomic steps and assigns each one Jev, an LLM, or plain code.

Jev Agents & MCP#community#awesomejev#catalog-import

Community

BenjaminPolge/jev-architect

More Jev resources like this

jev-predict-skill

A single-file host agent skill that reports what another skill's next closed decision would be, with a confidence and a probability over every outcome, by asking Jev to choose rather than by running the target skill at all.