hermes-adaptive-effort

What Jev does in hermes-adaptive-effort

Scores each user turn and changes effort only on supported routes. Starts off and fails open; it does not replace the answering model. Catalog verification inspected README and source; the application was not independently runtime-tested.

Verification

Verified. We confirmed this repository through the GitHub API and located the code that calls Jev at a pinned commit: view the Jev code ↗. Upstream code changes over time, so check that the file still exists at the current commit before citing it.

How Routing & Cost Optimization projects use Jev

Routers that use Jev to classify a task before choosing which model, agent or effort level should handle it. Routing is one of the clearest early wins for Jev because it is cheap, frequent and easy to check.

Related Jev projects in Routing & Cost Optimization

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2. jev-demominghanminghan/jev-demoA customer-service routing demo that batches Jev questions before following the resulting route.★ 0
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3. jevidencepeakevergreen/jevidenceLet Jev judge. Let your code decide. Python issue-routing sandbox with labeled replay, an offline demo, and Kev support.★ 0
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4. jev-codex-hermesAnhAnAsian/jev-codex-hermesExperimental macOS adapter using Jev to select models and reasoning effort for Codex and first-party Hermes.★ 1
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5. jev-researchsherajdev/jev-researchA Jev and Herdr integration guide with a prototype for routing tasks to different Agents.★ 1
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6. pi-model-routeralexei-led/pi-model-routerPi extension for model and reasoning-effort routing with optional, privacy-gated Jev advice.★ 6
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See all 16 Routing & Cost Optimization projects →

Where we found it

• atostivint/hermes-adaptive-effort/blob/b2cf54f146b6903455b30d1aea3910180c14a16d/README.md