Privacy and sensitivity screening for any content bound for public surfaces — GitHub issues, PRs, README, docs, blog posts, external communications. Load PROACTIVELY whenever drafting content that will be published, indexed, or shared beyond the project team.…
Development rules for the Moltagent codebase, plus the production Verification Gate. Read this before writing or changing any code, and especially when the work touches natural-language handling, intent or document classification, entity or keyword…
Systemic-before-reductionist diagnosis. Apply whenever a bug is reported, a test fails, a log line looks wrong, or code is being added in response to something breaking. The first question is always what CLASS of problem this is, not how to make this specific…
Nextcloud API patterns for Moltagent. Triggers when working on Collectives, Deck, Talk, Calendar, Mail, Files, Contacts, or any NC integration. Also triggers on: WebDAV, OCS, CalDAV, CardDAV, ActivityPoller, NC API, remote.php, ocs/v2.php, collective, deck…
Moltagent's living knowledge architecture. Triggers when working on wiki pages, Collectives integration, entity extraction, document ingestion, the fractal index, WikiSteward, observation log, memory decay, or any knowledge pipeline component. Also triggers…