| Surface | Best for |
|---|---|
| Triggers | The primary way workflows run in production: webhooks, schedules, polls, and app events start runs automatically |
| CLI | Running and inspecting workflows during development |
| Agent tool | Letting an agent run a workflow as a single, durable tool |
| HTTP API | Invoking a workflow from your own services |
Run workflows from triggers
In production, most workflows run from a trigger. You attach a source (a webhook, schedule, poll, or app event) to a workflow, and each matching event starts a run.src/triggers/signup.ts
transform maps the source payload to the workflow’s input. See triggers for webhooks, schedules, and polling.
Run workflows from the CLI
The CLI is the most practical way to run a workflow while you build. Deploy your project, then invoke the workflow against the deployed project:signup-pipeline value is the workflow slug from defineWorkflow(), and --input is JSON validated against the workflow’s input schema.
List the workflows in the active project:
keystroke workflow follows the CLI’s resolved target — your deployed cloud project by default, or a local server if you’re running keystroke dev:
Run workflows as an agent tool
Import a workflow into an agent’stools array and it becomes a tool automatically. The agent calls it like any other tool, and the workflow runs with its normal step recording.
ctx.sleep() or ctx.hook(). See workflows as tools.
Run workflows via API
You can also invoke a deployed workflow over HTTP. The route validates the input, enqueues the run, and returns arunId to inspect later:
Resume a suspended run
A workflow that callsctx.hook() suspends until something resumes it. The hook handle exposes a token and a resumeUrl. Resume the run with POST for structured payloads, or GET for simple link/button flows (Slack, email). No API key or session is required — the hook token in the URL is the credential:
POST, the JSON body becomes the value ctx.hook() returns and the route returns 202 with the runId. With GET, query params become the payload (shallow) and the route returns a minimal HTML confirmation page. Query values arrive as strings, but if the hook declared a schema they are coerced to the schema’s primitive types first — so ?approved=true resolves to the boolean true. Values that can’t be coerced (e.g. ?approved=banana) are rejected with 400 and the run stays suspended.
If the hook declared a schema, the resume endpoint validates the payload against it first. An invalid payload is rejected with 400 and the run stays suspended — you can fix the payload and resume again, instead of failing the run. (Validation is structural; the in-workflow schema.parse remains the authoritative parse for coercion and refinements.)
Runs waiting on a hook show Waiting on hook in run history. Runs paused by ctx.sleep() show Sleeping and resume on their own when the timer is due, so you don’t resume those manually.
Find the resume token for a suspended run
If you didn’t capture theresumeUrl when the hook was created, list the pending hooks for a run to get its token and resume URL:
token, status, and a ready-to-use resumeUrl.
Review workflow runs
Every surface that runs a workflow creates a workflow run you can review later. Open History in the web app and filter Type to Workflow. The detail panel shows the input, output or error, steps, usage, trigger context, timing, and trace data. From the CLI, use run commands while debugging:Next steps
Triggers
Attach webhooks, schedules, and polls to start workflows.
Workflow runs
Inspect input, output, steps, errors, and traces.
Test workflows
Run workflows in tests before deploying changes.
Deploy a project
Ship workflow changes to the platform.