Event-based automations

Event-based automations run when something happens—a PR is opened, an issue is commented on, or a webhook fires—instead of on a schedule. This is ideal for responsive workflows like auto-reviewing PRs, triaging issues, or reacting to external service events.

Prerequisites for GitHub event automations

GitHub event automations require some one-time setup before events will flow. If any step is missing, automations will appear to work (manual triggers succeed) but GitHub events will silently never arrive.

1. Install the Faheem Code GitHub app

The Faheem Code GitHub App must be installed on the GitHub organization that owns the repositories you want to monitor. Install it from your GitHub integration settings. The app needs access to the repositories that will generate events.

2. Create an Faheem Code team organization

If you're working with repositories owned by a GitHub organization (e.g., myorg/my-repo), you need an Faheem Code team organization — not just a personal account. GitHub events for org repos are routed to team orgs, not personal orgs.

If you don't already have one, create a team organization — see What Are Organizations for details and how to get started.

3. Claim your GitHub organization

Warning

This is the most commonly missed step. Without it, GitHub events have nowhere to be routed and will be silently dropped.

Your Faheem Code team org must claim the GitHub organization to establish the link between GitHub webhooks and your Faheem Code org. Claiming tells the event router: "Events for repos in this GitHub org should go to this Faheem Code team org."

To claim a GitHub org:

1. Switch to your team org using the org switcher in the sidebar
2. Go to Organization Settings
3. In the Git Conversation Routing section, find your GitHub org
4. Click Claim

You must be an Owner of the Faheem Code team org and have admin access to the GitHub org to complete the claim. See Claiming Git Organizations for full details.

Tip

Each GitHub organization can only be claimed by one Faheem Code team org. If another team has already claimed it, coordinate with them or contact support.

4. Create the automation under the team org

Make sure you are switched to the team org (not your personal org) when creating the automation. The automation must live in the same org that claimed the GitHub organization — otherwise events won't match.

5. (Optional) add service accounts to the team org

If you're using a service account (like a bot account) to create or own automations, that account must be a member of the team org. Invite them from the Organization Members page.

Troubleshooting

If your automation doesn't trigger on GitHub events:

GitHub app not installed on the org

The Faheem Code GitHub App must be installed on the GitHub organization that owns your repositories. Go to GitHub integration settings and verify it is installed with access to the relevant repos. Without this, no webhook events are sent to Faheem Code.

GitHub org not claimed

The most common cause. Go to Organization Settings → Git Conversation Routing and check if your GitHub org shows as claimed. If not, click Claim. See Claiming Git Organizations.

Automation in personal org instead of team org

GitHub events for org repos are routed to the team org that claimed the GitHub org. If you created the automation under your personal org, events will never reach it. Switch to the team org and recreate the automation.

Event type or filter mismatch

Double-check that the event type (e.g., pull_request.labeled) and filter expression match the action you're testing. Use wildcards like pull_request.* to match all actions during debugging.

Automation is disabled

Verify the automation is enabled. You can check via the automations list or by asking Faheem Code to list your automations.

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Built-in vs. custom integrations

Type	Setup	Best For
Built-in (GitHub)	One-time org setup (see above), then create the automation	PR reviews, issue triage, push-triggered tasks
Custom Webhooks	Register webhook first, then create automation	Linear, Stripe, Slack, and other services

GitHub events (built-in)

GitHub is a built-in integration. Create automations that respond to GitHub events without any webhook setup.

Example: auto-review PRs with a specific label

When a PR is labeled with faheemcode, automatically review it:

Create an event-based automation called "Auto Review PRs" that triggers
when a pull request is labeled with "faheemcode" in any of my repos.

It should review the PR for code quality and best practices, then post
the review as a comment.

The agent will create an automation with:

• Trigger type: event
• Source: github
• Event: pull_request.labeled
• Filter: Matches PRs labeled faheemcode

Example: respond to @faheem-code mentions

Create an automation that responds when someone mentions @faheem-code
in an issue comment. It should analyze the issue context and provide
a helpful response.

Available GitHub events

Event	Common Actions	Use Case
pull_request	opened, labeled, synchronize, ready_for_review	PR automation
issues	opened, labeled, assigned	Issue triage
issue_comment	created	Mention responses
push	—	Branch-based triggers
release	published	Release workflows

Use wildcards like pull_request.* to match all actions for an event type.

Filtering events

Filters let you narrow which events trigger your automation. They use JMESPath expressions to match fields in the event payload—so you can trigger only on specific labels, users, branches, or other conditions.

Note

Faheem Code extends standard JMESPath with custom functions including icontains (case-insensitive string match) and glob (wildcard path matching). It also supports ! (negation), && (AND), and || (OR) as boolean operators. These extensions are not part of the JMESPath specification.

Common filter patterns:

contains(pull_request.labels[].name, 'faheemcode')

icontains(comment.body, '@faheem-code')

glob(repository.full_name, 'myorg/*')

ref == 'refs/heads/main'

glob(repository.full_name, 'myorg/*') && contains(pull_request.labels[].name, 'bug')

• contains(...) — match a specific label
• icontains(...) — case-insensitive mention in a comment body
• glob(...) — match repos in your org with wildcards
• == — exact match (e.g., push to main branch only)
• && — combine multiple conditions

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Custom webhooks

For services beyond GitHub—like Linear, Stripe, or Slack—register a custom webhook first, then create automations that use it.

Note

Two-phase workflow for custom webhooks:

1. Webhook registration (one-time setup): You execute the curl command yourself to register the webhook. This keeps your signing secrets secure—the agent provides the command but never handles your credentials directly.

2. Automation creation (repeatable): Once the webhook is registered, the agent can create, update, and manage automations for that webhook source conversationally—no manual curl commands needed.

Walkthrough: Linear integration

Note

This example walks through setting up a Linear webhook to auto-triage new issues using Automations in Faheem Code Cloud.

Step 1: get your webhook secret from Linear

Linear provides the webhook signing secret—you cannot configure your own.

1. Go to Linear Settings → API → Webhooks
2. Click New webhook
3. Copy the signing secret that Linear displays (you'll need this in the next step)
4. Leave the webhook URL blank for now—you'll get it from Faheem Code

Step 2: register the webhook with Faheem Code

First, set up your environment variables:

1. Create an Faheem Code API key at app.faheemcode.ai/settings/api-keys
2. Export the API key and the webhook secret from Step 1:

export FAHEEMCODE_API_KEY="example-user-api-key"
export LINEAR_WEBHOOK_SECRET="your-linear-signing-secret-from-step-1"

Then run the following command to register the webhook:

curl -X POST "https://app.faheemcode.ai/api/automation/v1/webhooks" \
  -H "Authorization: Bearer ${FAHEEMCODE_API_KEY}" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "Linear Issues",
    "source": "linear",
    "event_key_expr": "type",
    "signature_header": "Linear-Signature",
    "webhook_secret": "'"${LINEAR_WEBHOOK_SECRET}"'"
  }'

The response includes a webhook_url that you'll configure in Linear.

Understanding event_key_expr

The event_key_expr is a JMESPath expression that extracts the event type from incoming webhook payloads. This extracted value is what you match against in the automation's on field.

For example, Linear sends payloads like:

{"type": "Issue", "action": "create", "data": {...}}

With event_key_expr: "type", the system extracts "Issue" as the event type. Then in your automation, you set on: "Issue" to match it.

Tip

If you're integrating a service that lets you configure the signing secret (unlike Linear), you can omit webhook_secret from the request. The automation service will generate one and return it in the response—store it securely, as it's shown only once.

Step 3: complete the Linear webhook configuration

1. Return to the Linear webhook you started in Step 1
2. Paste the webhook_url from the previous step
3. Select which events to send (e.g., Issues, Comments)
4. Save the webhook

Step 4: create the automation

Now the webhook is registered, the agent can create automations for you end-to-end. Just describe what you want:

Create an event-based automation called "Triage Linear Issues" that triggers
when a new issue is created in Linear.

It should analyze the issue title and description, suggest appropriate labels,
and add a comment with initial triage notes.

The agent creates the automation with:

• Source: linear (your registered webhook)
• Event: Issue (Linear's event type)
• Filter: action == 'create'

Custom webhook parameters

When registering any custom webhook, these parameters define how Faheem Code processes incoming events:

Parameter	Required	Description
name	Yes	Human-readable name
source	Yes	Unique identifier (lowercase, alphanumeric with hyphens)
event_key_expr	No	JMESPath to extract event type (default: type)
signature_header	No	Header containing HMAC signature (default: X-Signature-256)
webhook_secret	No	Signing secret—provide yours or let the system generate one

Common services

These are example configurations for popular services. Always verify with each service's webhook documentation, as signature headers and payload formats may change.

Service	Signature Header	Event Key	Notes
Linear	Linear-Signature	type
Stripe	Stripe-Signature	type	Uses a custom t=timestamp,v1=signature format — verify compatibility
Slack	X-Slack-Signature	type
Twilio	X-Twilio-Signature	type	Uses HMAC-SHA1 of request URL + params — verify compatibility

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Next steps

New to automations? Start with the Automations Overview for the bigger picture, including cron-based scheduling and general concepts.

• Automations Overview — Cron-based automations and general concepts
• Managing Automations — Update, disable, or delete automations