loki-logs
Use when investigating production behaviour from logs — a 500/error in prod, a failing or stuck Celery task, tracing one request/trace_id/user across services, or confirming a deploy's runtime effect. Pulls real Loki logs from the live stack (web, celery_default, beat, telegram) via Grafana.
silk-debug
Analyze Django Silk profiling data to debug slow requests, detect N+1 queries, and optimize database performance. Use when analyzing request IDs, investigating slow endpoints, or optimizing query performance.
update-changelog
Update CHANGELOG.md comprehensively based on git tags, merged PRs, and actual code diffs. Use when the user asks to "update the changelog", backfill missing versions, prepare a release, or reconcile [Unreleased] entries against shipped tags. Produces Keep-a-Changelog entries that describe user-facing impact, not implementation details.
updating-deps
Update Python dependencies using UV. Scan for outdated packages, identify unused dependencies, and safely update pyproject.toml while respecting version constraints (e.g., Django LTS).
whats-new
Draft a "What's New" community update for the Revel Discord covering changes across backend, frontend, and infra over a time window. Use when the user runs /whats-new or asks for a community changelog/release-roundup post for organizers (and the programmers in the room).