Issue Tracker Linear

The problem

Managing Linear issues manually through the UI is slow when dealing with bulk updates, automated triage, or cross-tool synchronization. Scripting these interactions via GraphQL often requires writing verbose boilerplate and handling complex mutation structures.

What it does

• Executes GraphQL mutations to create, update, and delete Linear issues.
• Manages issue metadata including cycles, projects, labels, and assignees.
• Queries issues with advanced filtering and pagination logic.
• Sets up and validates webhooks for real-time event synchronization.
• Performs ID lookups for teams, states, and users to ensure valid API calls.

Frameworks & tools

Linear GraphQL API, curl, jq, HMAC-SHA256 for webhook validation.

Why this beats prompting it yourself

It provides pre-structured GraphQL patterns for complex mutations that are easy to get wrong in a raw prompt. You avoid the trial and error of nesting input objects or resolving ID dependencies manually.

Use cases

• Bulk-closing stale issues based on specific date or state criteria.
• Automating bug triage by creating issues directly from system logs.
• Syncing task cycles and project progress with internal dashboards.
• Adding automated comments to issues when CI/CD pipelines fail.

Known limitations

Not intended for heavy organizational modeling or building long-running webhook consumers. Requires an existing Linear API key with appropriate permissions.