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openadaptai/openadapt/openadapt-gui-write
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PublishedOctober 21, 2026 at 07:26 AM
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version: "1.0.0" name: openadapt-gui-write description: "Your AI agent decides what to enter. OpenAdapt enters it in the app and checks that it saved."


OpenAdapt: enter it in the app and check that it saved

Use this when your agent has decided what to enter and the app has no usable API. Call list_workflows, then run_workflow with the workflow name, its inputs, and your own request_id.

The three tools

  1. list_workflows returns each workflow's name, purpose, done_means, and typed inputs.
  2. run_workflow takes workflow, inputs, request_id, and optional wait_seconds. Use your own id for the piece of work, such as a referral id, and send the same id if you retry. The same id never writes twice. Don't put patient details in it.
  3. get_run takes a run_id and returns the result when a run was still going.

What the outcome means

outcomeWhat happenedWhat to do
doneSaved and checked.Nothing more for this request.
needs_reviewStopped before a save. A person decides. Nothing was written, unless record_changed is unknown: a run waiting for a person to approve a save may have made an earlier one.Don't start the same work again. Check back with get_run.
not_sure_if_savedIt may or may not have saved.Never retry. A person checks the record.
did_not_runThis call wrote nothing. After request_id_conflict, an earlier request with the same request_id may have saved.Fix the problem in what_happened, then retry with the same request_id if safe_to_retry is true.

Only outcome done means the change was saved and checked. needs_review means it stopped before saving and a person decides, so don't start the same work again. not_sure_if_saved means a person must check the record, so never retry it. did_not_run means this call wrote nothing: fix the problem and retry with the same request_id when safe_to_retry is true. After request_id_conflict, an earlier request with the same request_id may have saved, so call get_run with first_run_id to see it.

proof says how strong the evidence behind done is: local means the record check ran on the computer that ran the workflow, sealed means a signed receipt exists, and simulated means a sandbox result that opened no app.

Try it

The sandbox serves one synthetic workflow, add_triage_note. Its sandbox_case input shows each outcome: normal, duplicate_record, false_saved_banner, timeout_after_save, and app_offline.

bash
claude mcp add --scope user openadapt -- uvx --python 3.12 openadapt-agent serve

This only registers the server. Claude Code starts it the next time you run claude. Then call list_workflows, and run_workflow with a made-up note and a new request_id.

This installs openadapt-agent from PyPI. It requires openadapt-flow 2.1.0 or later, which is on PyPI and installs with it.

The skill name is openadapt-gui-write. It is never called computer use: your agent decides, and OpenAdapt does the entry.

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