GitHub repo

OpenAdaptAI/OpenAdapt

Python Tracked since 2023-04-12 Updated 2026-07-16 View source ↗

#481 of 783 by Stars among GitHub repos

1.6k Stars

Open-source adapter between multimodal models and desktop/web GUIs. Record a workflow once, then compile it into a deterministic, self-healing replay (openadapt-flow) — or condition, train, and evaluate agents on it. Modular meta-package; install only the extras you need.

About

Lifecycle: Beta launcher/meta-package. The active compiler and governed runtime are developed in openadapt-flow. This repository preserves the high-visibility openadapt install and unified CLI; it is not a second implementation of the engine. The pre-1.0 monolith is historical and frozen under legacy/.

Compile repeated GUI work into deterministic, governed workflows.

OpenAdapt compiles a demonstrated workflow into a locally executable program. Healthy runs make no model calls. When an interface drifts, the runtime first tries deterministic re-resolution, can optionally propose a reviewable repair, and halts when configured identity, postcondition, effect, or certification checks fail. The…

Excerpted from github.com/OpenAdaptAI/OpenAdapt

Latest metrics

Stars 1.6k 2026-07-16
Forks 258 2026-07-16
Commits 1.0k 2026-07-16
Releases 126 2026-07-16
Watchers 16 2026-07-16
Open issues 0 2026-07-16
Open PRs 2 2026-07-16