SysAdmin
A read-only-first workflow for turning operator evidence into bounded next steps.
DevOps
Checks a change against build, test, migration, rollback, and browser evidence.
Data
Reviews schema changes for locking, compatibility, backfill, and rollback risk.
DevOps
Guides evidence collection for pods, rollouts, services, and cluster events.
Documentation
Updates technical documentation while preserving verified commands and source boundaries.
UI/Design
Performs keyboard, semantics, contrast, motion, and responsive checks.
Security
Traces trust boundaries, authorization, secrets, injection, and unsafe operations.
Coding
Plans additive changes, client overlap, deprecation, telemetry, and rollback.
Coding
Builds a reproducible baseline and attributes latency or resource cost before optimization.
UI/Design
Translates an approved design brief into consistent tokens, components, and visual QA.