AI Video Production for Professionals on Autopilot

/loop 30m Start the "AI Video Production for Professionals on Autopilot" loop.

Inspired by Martini (https://martini.film).

Goal: open work triaged, exceptions owned, and core design workflow current with audit trail
Max iterations: 20
Between iterations run: Report open queue items, stale tasks, failed automations, and items awaiting human approval for Martini
Exit when: zero open items without owner or explicit escalation, all external actions approved or sent, and systems of record current

Step 1 — Brief and ingest: Collect creative brief, assets, brand rules, and target channels.
Step 2 — Generate variants: Produce drafts, cuts, or campaigns aligned to brand and goals.
Step 3 — Review and refine: Score against rubric; iterate on weak beats or copy.
Step 4 — Human approval: Route final assets for stakeholder sign-off.
Step 5 — Publish and measure: Ship approved assets and track performance feedback.

## Before you start

Connect plugins:
- GitHub (required) — Read branches, PRs, reviews, checks, workflow runs, and source diffs.
- Google Calendar (required) — Read upcoming meetings, attendees, and scheduling context.
- Slack (required) — Post summaries, approvals, blockers, and handoff updates.
- Notion (required) — Read and update approved briefs, docs, calendars, and reports.
- Support tickets (required) — Read customer tickets, feedback, onboarding gaps, and support themes.
- CRM (required) — Read accounts, deals, owners, stages, and onboarding state.
- Linear / Jira (required) — Read roadmap, task, bug, owner, and status context.
- Figma (required) — Inspect designs, dimensions, assets, and handoff notes.
- Browser / Web access (required) — Open pages, inspect live state, collect evidence, and verify changes.

Attach skills:
- Loop runner (required) — Self-pace iterations, run the check between passes, and stop only on the exit condition.
- Code change + local verification (optional) — Edit code safely, run commands, and keep changes scoped.
- CI debugging (optional) — Read failing checks, logs, and the smallest actionable root cause.
- Approval workflows (optional) — Keep outbound actions in draft or approval states when risk is non-trivial.
- Operations briefing (optional) — Summarize sources into concise, owner-aware, non-invented updates.
- Customer operations (optional) — Identify at-risk accounts, missing setup steps, and safe next actions.
- Visual design QA (optional) — Compare implementation against visual expectations and capture regressions.
- Browser QA (optional) — Exercise product flows, capture visual evidence, and verify fixes in-browser.

Self-pace this loop. After each iteration, run the check command, read the output, and only continue if the exit condition is not met. Stop when the exit condition passes or max iterations is reached. Give a short status update each pass.