Jev in production › Agent tool and action selection

POK-Agent

Jev serves as a fast System 1 layer that picks quick actions for a Windows computer-use agent before a slower planner runs; vendor claims 58% task success on replayed tasks (author).

Open on GitHub ↗

58%measured against a baseline, as published by the source
Use
Agent tool and action selection
Industry
Developer tools
Form
Open-source tool
Stage
Beta
Listed
2026-10-01
Found via
discord
Repository
Acekorneya/POK-Agent
Stars
1
Forks
0
Last push
2026-10-11
Language
Rust
License
Apache-2.0
POK-Agent screenshot
docs/media/chrome-font-size.gif in the Acekorneya/POK-Agent README, Apache-2.0; shown from GitHub.

The README opens with

A Windows computer-use agent where a large model plans and a small, fast model acts, and repeated tasks become muscle memory.

POK-Agent is an autonomous general computer and coding harness built primarily for local models, with cloud bring-your-own-model (BYOM) support. The Rust-first Windows runtime has a shared CLI and Tauri dashboard, typed tools, risk-based approval, SQLite FTS5 memory, restricted coding subagents, and a deterministic model exam. Code, crates, and files use the short name pok-ai (for example pok-ai.toml), and app data lives under %LOCALAPPDATA%\POK-Ai.

Badge

For the project's own README, linking back here:

Listed in Jev in production

Also used for agent tool and action selection