8 tagged generative design, measured the same way as everything else here.
Agent
甲 — the design-blind aesthetic critic in the remotion-director critic loop (甲乙环). Reviews the RENDERED FRAMES of a vertical motion piece across successive rounds and reports visual phenomena + severity. It NEVER sees the design doc, code, or notes — it judges only pixels. It reports what it sees; it never prescribes a…
Agent
乙 — the unified design-and-build agent in the remotion-director critic loop (甲乙环). ONE agent, ONE continuous context from start to finish: it designs the piece AND writes the Remotion/React code AND renders AND self-checks AND carries the piece through the critic loop, re-rendering each round. It is both the designer…
Agent
节奏刀 — the final time-domain pass in the remotion-director pipeline, run ONCE after the 甲乙环 has converged and BEFORE the user's eyes. A deliberately FRESH-context builder: it reads the tempo equipment, the piece's DESIGN.md, and the actual code, rebuilds the piece's real beat timetable from the source, and re-times it…
Agent
Use this agent for workflow governance, instruction maintenance, mid-session interventions, and design-flow orchestration. Invoke when another role is stuck, looping, or out of scope; when an instruction gap surfaces; to initiate the design flow for a non-trivial task; or to run a session wrap-up. Admin diagnoses and…
Agent
Use this agent for domain reasoning, brainstorming, design briefs, and reference material analysis (STEP files, drawings, datasheets). Invoke before any non-trivial CAD model is implemented, to pre-digest dimensions, decide coordinate systems, and resolve geometric ambiguity. Also invoke to resolve ## Escalations…
Agent
Use this agent for code/system architecture in the CadQuery codebase — shared abstractions, component boundaries, base-class and Protocol/ABC contracts, cross-cutting refactors, vibecading/tools/ CLI design, and post-implementation architectural review. Invoke when a task is architecturally significant (a new shared…