Foundational entrypoint for the AI Shipping Labs PRODUCTION HTTP API. Use to learn how to authenticate, where the token/config lives, how to discover the full endpoint surface via the OpenAPI spec, the safe-write protocol, and the cross-cutting surfaces — integration settings / env config, content sync, and background-task observability. For user/CRM endpoints use `ai-shipping-labs-users`; for events and workshops use `ai-shipping-labs-events`.
Run the full development loop - pick issues, implement, QA, PM review, commit, push, repeat. Works for both new features (open issues) and Playwright test implementation (needs-testing issues).
Update a member's own AI Shipping Labs sprint plan through the member Plans API. Use when a member wants to list plans, fetch one plan, download Markdown, sync a Markdown plan back to the platform, toggle progress, or edit weeks, checkpoints, deliverables, next steps, resources, and week notes through /member-api/v1 using a member-owned API key.
Use when asked to update AI Shipping Labs sprint plans from Zoom, Slack, onboarding, questionnaire, or meeting notes; add or import missing sprint plans; clean plan task formatting; or fetch/check people registered for a production event.
Use when asked to create or update an AI Shipping Labs sprint plan from a member's submitted onboarding answers, CRM/user context, or member profile; includes fetching production onboarding data, drafting a markdown plan, importing it through the production plans API, and attaching internal context to the member profile/CRM.
Create and manage AI Shipping Labs events and workshops in production. Use when asked to "create an event", "schedule a workshop", "set up an event series", "add a Zoom event", "make a recurring event", "publish a workshop", cancel/reschedule an occurrence, or bulk-create Zoom meetings for a series. Events are created via the production API; workshops are git content synced from the workshops-content repo.
Use when asked to look up a user, inspect a user's tier/subscription/bounce state, add or remove a CRM note or tag, merge duplicate accounts, add an email alias, mark a user bounced, import/export contacts, or record people in the AI Shipping Labs CRM. The user + CRM read/write surface of the production API.
Use when asked to read AI Shipping Labs Slack — get a Slack user's email, resolve a Slack handle/display name/real name to an email, look up a Slack user by ID, read a Slack thread or channel, or answer "who posted in