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.
OpenJev: Self-evolving cognitive decision engine
zhangcy122/OpenJev
VerifiedResearchDocumented
OpenJev (zhangcy122): Self-evolving cognitive decision engine & TypeSafe Jev alternative. Explore the Jev references, Python source code and similar projects.
Repository description: Self-evolving cognitive decision engine & TypeSafe Jev alternative. Deliberative decision flywheel ('explore first, crystallize later' System 2→1) with 100% option-order invariance. Typed probabilistic API (Choice, Noul, Score) for Open LLMs, Laya (ModernBERT), & commercial Jev with calibrated logprobs and adaptive safety guards.
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/zhangcy122/OpenJev.gitProject facts
- Relationship to Jev
- Research
- Evidence
- Documented
- Language
- Python
- License
- NOASSERTION
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-09-20
- Last code update
- 2026-09-26
- GitHub stars
- 35
- Evidence checked
- Sep 30, 2026
- Metadata checked
- Sep 30, 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.
Co-exist with existing commercial TypeSafe Jev or proprietary cloud LLM APIs:
Evidence commit: 8e8f8a95c40d37c20aa8faf3e82a33a1dde0b76b
Discovered through: awesome-jev, github-search.
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