Produce the AICell Lab's recurring AI-generated newsletter — a nightly deep-research digest of news relevant to the lab (AI-for-biology, bioimaging, the lab's own software/papers, collaborators, funding, events). Collects sources locally, writes an on-brand digest post in the `newsletter` category, builds, commits to main, and posts to Slack #general. Use when running the nightly newsletter pipeline (svamp workflow `nightly-newsletter`) or when asked to generate/test a lab newsletter issue.
Generate stunning, on-brand cover images for the AICell Lab site (daily digests, posts, projects) with Cloudflare Workers AI. Use when a post/digest needs a featured image, or to refresh a project cover. Backed by scripts/lab-image.py (dependency-free) with a baked-in signature visual style for consistency.
Operate the AICell Lab Slack from the command line — post to channels, DM lab members, and announce new blog posts (e.g. the daily newsletter digest) to #general. Use when asked to notify the lab on Slack, share a post, DM someone, or wire Slack into an automation. Backed by scripts/lab-slack.py (dependency-free).
Operate and maintain the AICell Lab website (aicell.io) — a Hugo + Wowchemy (Academic theme) static site. Use this when asked to add/update/remove team members, write news posts, add or edit projects, refresh publications from Google Scholar, open or close recruiting positions, edit homepage sections, preview the site locally, or deploy. Covers the exact content/frontmatter conventions, the build/deploy pipeline, and known data quirks.