Examples

Workflows teams build with Murmurator

Each of these started as a single sentence to the assistant. Use them as inspiration — or paste the prompt and have your own version running in minutes.

Per run 200,000 tokens · $2.00 · 10m Per month $50.00

github · pull_request · northwind/api

Fetch pull request

github.get_pull_request

Review the diff

smart · structured

Comment on the PR

github.create_comment

Alert #eng-reviews

slack.post_message

if review.output.data.risk == "high"

GitHubSlackYour AI models

PR review bot

A careful first review on every pull request, in under a minute.

github · issues · northwind/api

github.get_issue

if trigger.label.name == "automate"

Clone into a workspace

workspace.create

Hand it to the coding agent

workspace.agent

Run the test suite

Commit the change

workspace.commit

if tests.output.exit_code == 0

Report a failing suite

github.create_comment

if tests.output.exit_code != 0

Push the branch

Open the pull request

github.create_pull_request

GitHubYour AI models

Issue to pull request

Label an issue `automate`, get a pull request with passing tests.

slack · app_mention

Research the question

1 tool · smart

Reply in thread

slack.post_message

SlackPostgreSQLYour AI models

Ask your warehouse in Slack

Mention the bot, get an answer backed by a real query.

0 9 * * 1-5 · America/Toronto

Open pull requests

github.list_pull_requests

github.search_issues

Group and count

→ waiting, drafts, bug_count

Write the digest

Post to #engineering

slack.post_message

GitHubSlackJavaScriptYour AI models

Daily engineering digest

Yesterday's pull requests and new bugs, summarized before standup.

Normalize alert

→ title, service, details

Classify severity

fast · structured

Open tracking issue

github.create_issue

Page #incidents

slack.post_message

if classify.output.data.severity == "SEV1"

WebhooksJavaScriptYour AI modelsGitHubSlack

Incident triage from any alert

Turn noisy monitoring webhooks into triaged, tracked incidents.

0 8 * * 1 · America/New_York

Query usage drop

warehouse.query

Draft check-ins

Post to #customer-success

slack.post_message

PostgreSQLJavaScriptYour AI modelsSlack

Weekly churn watch

Spot accounts going quiet and draft the outreach for you.

0 8 * * 1 · America/Toronto

Find the overdue ones

→ lines, count, total

Write the email

fast · structured

if overdue.output.count > 0

email.send_email

if overdue.output.count > 0

StripeJavaScriptYour AI modelsEmail

Overdue invoice chaser

A Monday email to finance with every Stripe invoice past due.

Triage the issue

smart · structured

Set the priority

linear.update_issue

Leave a triage note

linear.create_comment

Alert #incidents

slack.post_message

if triage.output.data.priority == "urgent"

LinearYour AI modelsSlack

Linear issue triage

Every new issue gets a priority and a triage note before anyone opens it.

Look up subscriptions

stripe.list_subscriptions

smart · structured

slack.post_message

Email customer success

email.send_email

if assess.output.data.risk == "high"

StripeYour AI modelsSlackEmail

Failed payment follow-up

When a renewal fails in Stripe, billing hears about it with the context already gathered.

0 7 * * 1-5 · America/Toronto

Yesterday against the usual

snowflake.query

Flag the unusual regions

→ unusual, count

if flag.output.count > 0

Post to #finance

slack.post_message

if flag.output.count > 0

SnowflakeJavaScriptYour AI modelsSlack

Daily revenue watch

A morning note in Slack when yesterday's revenue breaks from the usual, and silence when it doesn't.

Turn one person's AI process into the company's.

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