OpenAdapt: Turn GUI Demos into Reliable Local Automation Scripts
From the repo · “For EHRs, payer portals, and any app your team clicks through. A person or an agent shows the task; OpenAdapt turns it into a local program that repeats the steps with no model calls, checks each save, and stops when something doesn't match.”
OpenAdapt compiles demonstrated GUI workflows into deterministic, locally executable programs for efficient workflow automation.
- •You need to automate repetitive tasks in your startup's workflow.
- •You want to create a locally executable program from a GUI workflow.
- •You require a deterministic automation solution with governed repair and zero model calls on healthy runs.
Compile a GUI workflow into a deterministic program using the command `openadapt-flow` (after installing with `pip install openadapt`)
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/openadapt && curl -fsSL https://workflowstacks.com/api/skills/openadapt/claude-skill -o ~/.claude/skills/openadapt/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
What's inside — free to inspect
Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/openadapt && curl -fsSL https://workflowstacks.com/api/skills/openadapt/claude-skill -o ~/.claude/skills/openadapt/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
Turn meeting notes into a summary email automatically
Paste the transcript into a private form and the workflow writes and emails a concise recap — decisions, owners, open questions — that people will actually read.
MCP configPlaywright (browser) MCP config
Drive a real browser for testing and automation from Claude.
Outcome guideScore your leads by ideal-customer fit
You describe your ideal customer once and keep leads in a Google Sheet. The workflow scores each 1–5 for fit with a one-line reason, so you sort and work the best first.
Related skills
More automation tools founders pair with this one.