How is this different from a plain list of Jev repos?

Each case records what Jev judges, which primitives it uses, what application code does with the answer, and a reusable pattern, plus scope notes on what was not measured. A plain link list carries none of that.

Can I trust the timing and savings figures shown?

Treat them as author claims. The featured flight-search timing, routing savings, and triage behavior are all flagged as author-measured runs on specific fixtures, not independent measurements.

How do I actually use the Skill in my agent?

Copy the install prompt from the Skill section with the repo in your agent workspace, then ask for relevant cases, a comparison of approaches and limits, and a minimal workflow with a human-review path.

How do I suggest a case or correct a write-up?

Open a suggestion through CONTRIBUTING.md. Cases link out to original work, and fixes go through the generator sources rather than hand-edited output.

How many cases are there and how are they grouped?

83 cases as of the 2026-09-20 content update, grouped into seven categories: content moderation and safety (8), automation and integrations (16), model routing and code workflows (14), semantic search and graph navigation (6), data classification and productivity (15), experiments and specialized applications (15), and benchmarks and behavior studies (9).

How do I get the Skill to work in my agent?

Make the repository available in the agent's workspace, then ask it to read SKILL.md and run the task; the documented request is to find three relevant cases, compare what Jev judges against what application code does, and propose a minimal workflow with a human-review path, citing the original projects.

What is a reusable pattern in the featured cases?

The featured cases each state one. Browser automation uses observed state, bounded action selection, execution, then observation; model routing uses task classification, model selection, then quality and cost evaluation; support triage runs a ticket through five typed judgments and then local review and redaction rules.

CommunityJev Guides & Articles

Awesome Jev Use Cases — SeeAPI

Curated collection of 83 public projects using Jev for moderation, automation, routing, search, classification, experiments, and behavior studies, each linking to its original source.

See highlights

Open github.com

Stars: 3
Language: Python
License: CC-BY-4.0
Published by: Community
Author: SeeAPI
Last verified: Oct 2026

SeeAPI/awesome-jev-use-cases

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Explore real-world use cases and projects built with TypeSafe AI's Jev: content moderation, AI agents, model routing, and semantic search. Curated by SeeAPI.

Forks: 0
Last pushed: Updated Sep 2026

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

This is one of several Jev listings for the same project. The canonical entry is Awesome Jev use cases — walidboulanouar.

About this project

Discover public projects using Jev for automation, model routing, search and business decisions. See what Jev judges, how software uses the answer, and what you can reuse. Use the Jev solution finder Skill to find relevant cases and plan your implementation. 83 cases · Content updated: 2026-09-20. Use the Skill · Browse cases · Featured cases · Build with these cases · Suggest a case. Curated by SeeAPI, independently of TypeSafe. Cases link to original work; author results are not our measurements.

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

Tagscommunity jevbest catalog-import

Works forJev for Classification

Used inJev for Software & DevTools

Languages: Python

Highlights

Groups cases into seven categories with purpose summaries, reusable patterns, and stated key limits.
Ships an agent Skill that finds relevant cases, compares what Jev judges versus what code does, and drafts a workflow.
Featured write-ups name the Jev primitives used and add scope notes on author-measured results.
Cases link to original work, with author results presented as reported rather than independently tested.

Watch out

Author measurements are reported as-is and placement is not a performance ranking, so check each source before reusing a pattern. 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.

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