A candidate-scoring head returns distributions for gates, routes and scores without decoding prose or JSON answers. The README compares a benchmark-trained AgentJev specialist with Jev 1.13.0 evaluated zero-shot; these use different training conditions.
quicksilver: Claude Code skill: hand bulk judgment calls to Jev
UditAkhourii/quicksilver
VerifiedResearchDocumented
quicksilver: Claude Code skill: hand bulk judgment calls to Jev. Explore the Jev references, JavaScript source code and similar projects.
Repository description: Claude Code skill: hand bulk judgment calls to Jev. 86% fewer Claude tokens on a 12-task benchmark, up to 20x faster. One-line npx install.
What you can build with it
Get started
Clone the repository and follow its README for install and usage. JevHunt has not run this project.
git clone https://github.com/UditAkhourii/quicksilver.gitProject facts
- Relationship to Jev
- Research
- Evidence
- Documented
- Language
- JavaScript
- License
- MIT
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-25
- Last code update
- 2026-09-25
- GitHub stars
- 83
- Evidence checked
- Sep 28, 2026
- Metadata checked
- Sep 28, 2026
- Check status
- Up to date
Stars measure the whole repository, including work unrelated to Jev.
Evidence and scope
Documented records the linked documentation or source. JevHunt has not independently run or benchmarked this project.
`JEV_API_KEY` or `TYPESAFE_API_KEY` in your environment also works. Needs Node 18+.
Evidence commit: 5d6fe5cd4f9d9a9d086a81c797e59b77c0724043
Discovered through: github-search.
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