User-Story

A brain imaging center operating an MRI scanner for multiple research labs. The center collects DICOMs with ReproIn conventions, captures stimuli with ReproStim and behavioral events with CurDes BIRCH, runs weekly phantom QA to monitor scanner health, records environmental conditions, and provides streamlined preprocessing via HPC. Data flows from a single scanner to many labs, each with their own vault, while the center maintains its own operational datasets.

A neuroimaging research lab doing MRI experiments with ReproIn-convention DICOMs, ReproStim stimulus capture, CurDes BIRCH behavioral events, Slack for communication, Google Calendar for scheduling, and GitHub for processing code. Data flows through HeuDiConv into BIDS, then MRIQC and fMRIPrep for preprocessing, with results published to OpenNeuro or DANDI.

An open-source software project spanning a GitHub organization with dozens of repositories, active issue trackers, GitHub Actions CI, Discussions, and Slack for team communication. Prototypical target: the DANDI project. Archive all forge artifacts (repos, issues, PRs, Actions logs, Discussions, wikis) with ongoing sync, preserve Slack history, and mirror to a Forgejo-Aneksajo instance with GitHub authentication.

The complete personal digital archive: ingesting a Google Takeout dump, organizing photos with AI-assisted browsing, archiving personal Telegram channels, preserving YouTube watch history and subscriptions, and tying it all together in a git-annex vault with browsable frontends.