Autonomous build iteration orchestrator. Use when asked to iterate, improve, fix bugs, refactor, run GC, implement features, do quality improvement, run cleanup, or execute structured development cycles.
Turns adversarial-review findings into ONE change plan - materiality triaged first, grouped by root cause, the smallest changes that answer them without seeding the next round, and loop-introduced machinery reverted rather than refined. Use after an adversarial review returns findings: a multi-lens panel, a round…
Hostile red-team reviewer that tries to BREAK a change rather than approve it. The caller names one expert lens - architect, bug-hunter, qa-engineer, analyst, data-scientist, methodologist, ux-designer, tui, devops, popular-science, slop-hunter or ai-engineer - and the reviewer argues from it, returning a verdict line…