PyGPT is a multi-provider desktop assistant for Linux, Windows and macOS, with chat, agents, RAG and tool integrations. The Jev plugin exposes jev_evaluate(state, questions), returning Choice, Score or Noul results to the current model.
quackd + Jev: One CLI for all your robots
rokbenko/quackd
VerifiedIntegrationDocumented
quackd: One CLI for all your robots. Explore the Jev references, Python source code and similar projects.
Repository description: One CLI for all your robots. Connect them, command them, and let them work together, each with an LLM for a brain (Claude, OpenAI, Gemini, Grok, or local via Ollama or vLLM) and a decision LLM for multiple choice (Jev, Laya, Kev). Drives Microduck, Open Duck Mini, LeRobot, XLeRobot, AlohaMini, ToddlerBot, or any ROS 2 base from a laptop, offboard.
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/rokbenko/quackd.gitProject facts
- Relationship to Jev
- Integration
- Evidence
- Documented
- Language
- Python
- License
- Apache-2.0
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-08-28
- Last code update
- 2026-09-25
- GitHub stars
- 242
- 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.
**Or put a stepper in front of the model.** `--decision-llm` is optional, off unless you name one, and needs no change to any of the ten steps above. With `--decision-mode shadow` a run is exactly the run it would have been, and the transcript also records what the decision LLM would have chosen on each turn, which is how you find out whether it is worth switching on for your bench. With `--decision-mode on` it answers the turns whose answer is a choice among calls the arm already has, and every
Evidence commit: 2c8d9cebdb335038ec878686505fab0366a63015
Discovered through: typesafe-field-guide, github-search.
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