orchestkit GitHub avatar by yonatangross

yonatangross /

CLI & Pipelines

orchestkit

OrchestKit can optionally use Jev to classify coding sessions and set their colors when confidence meets a threshold.

GitHub
27833
License: MITLanguage: TypeScriptLast push: 9/18/2026#coding-agents#classification-ranking

What Jev Does in this Architecture

Classifies the first task prompt and branch state by work type; local policy accepts the result or falls back.

Key Architecture Benefit

Distinguishes sessions by work type and supports a shadow comparison mode.

Review & Benchmark Note: Jev and shadow modes require explicit configuration. Shadow logs decisions without applying them; this does not mean Jev drives all of OrchestKit.
Clone Repository
git clone https://github.com/yonatangross/orchestkit.git

Inspect on GitHub

Check out the upstream repository README, issues, and commit log.

yonatangross/orchestkit

Architecture Category

CLI & Pipelines

CLI utilities, Git gates, CI/CD pipeline checks, and DevOps automations.

View all in this category →

Related Projects in CLI & Pipelines

SemDecide repository icon by sharziki

sharziki

SemDecide

5
CLI & PipelinesMITPython

A Python CLI for semantic predicates, routing, scoring and filtering over text or JSONL.

What Jev does here

Sends input to Jev and applies local probability thresholds to outputs and exit codes.

Adds typed decisions to Bash and CI with explicit output and failure states.

#cli-git-gates#classification-ranking#typed-decisions
3 evidence links
Inspect details
CLI & PipelinesMITRust

Rust CLI experiments for health-information screening, comment review, tone analysis and business or occupation classification.

What Jev does here

Sends text to Jev for separate Noul probabilities, scores or category choices.

Offers a terminal interface for inspecting structured judgments.

#cli-git-gates#classification-ranking#domain-workflows
13 evidence links
Inspect details
4
CLI & PipelinesMITPython

A CLI and stdio MCP server for typed Jev judgments over text or JSON.

What Jev does here

Submits noul, choice and score questions and emits JSON or a primary value.

Accepts files and stdin for use in shell scripts and MCP clients.

#cli-git-gates#mcp-integrations#typed-decisions
3 evidence links
Inspect details