schemalabz

Tag a CalVer release on main, create a GitHub release, and generate a Discord announcement.

Compare two traced summarize runs from Langfuse and produce a qualitative evaluation of how subjects, descriptions, and speaker contributions changed.

Deploy a release to staging or production, or show current deployment status.

Read application logs from the production or staging server via SSH.

Create a new task in the opencouncil-tasks codebase. Use when implementing new features or task handlers.

Write documentation for tasks in the opencouncil-tasks codebase. Use after completing a new task implementation.

Merge an approved PR with the right strategy. Assesses the branch's commit history to recommend merge commit vs squash, runs pre-flight checks (CI, approval, fixups, rebase state), and builds the merge commit body. Use when a PR is reviewed and ready to land.

Use when inspecting or changing schemalabz DigitalOcean infrastructure — app slowness/incidents (CPU, memory, restarts), deployment status, runtime logs, database config/pools, adding custom domains to App Platform apps, or DNS/TLS verification. Also use when doctl returns 401/403 errors.

Create a GitHub issue documenting a technical investigation / root cause analysis. Use after debugging sessions where significant investigation was done and context needs to be preserved for the team.

Test a Snapshooter database backup by restoring it locally and verifying data integrity

Merge source branch (default main) to production, create a CalVer release, and generate release content (GitHub release notes, Discord announcement)

Execute an approved implementation plan in a workspace container

Create an implementation plan for a task using a workspace agent

Bump version, build, publish to npm, tag, and create a GitHub release with notes.

Tag a CalVer release on main, create a GitHub release, and trigger the desktop app build.