Rapid, adversarial-loop prototyping and design iteration: a Plan → Generate → Evaluate cycle where a generator builds a live app and an evaluator drives it in a real browser, scores it against a weighted design rubric, and feeds fixes back until a quality threshold is crossed (see the Plan phase section below for exactly how scope is sourced, never invented from a one-line prompt). Use when the user wants fast UI/prototype iteration with automated design critique, says \"gan-harness\", \"loop generate-evaluate\", \"iterate sampai bagus\", or wants a live app scored and improved automatically. Not a substitute for dev-kickoff-edho-ferdian's IMPLEMENT stage on production feature work — this is the faster/looser prototyping variant.
Language- and framework-specific code review lenses layered on top of the general four-domain review in code-review-edho-ferdian — idioms, framework security misconfigurations, ORM/query correctness, performance traps, and testing conventions, auto-detected across ~20 stacks (React, Python, Go, Java/Spring, Ruby, and more — see the reference table below for the full list). Use whenever a review touches a specific language/framework and the generic checklist isn't enough — \"review kode Go/Python/React ini\", \"audit Django models\", \"cek FastAPI endpoint ini\", or when the user names a stack while asking for review. Loads only the lens file(s) matching the detected stack. Inherits Reflection and Critique-Correction gates from code-review-edho-ferdian.
Discipline for creating and governing this ecosystem's own skills: search before building (local → marketplace → GitHub → web, with a security vet on anything external), write to a quality bar, measure whether a skill is actually obeyed rather than assuming it, promote recurring cross-skill principles up into rules, and package a finished skill into `dist/*.skill` for manual upload. Use when the user says \"bikin skill baru\", \"ada skill buat X gak\", \"fork skill ini\", \"skill gue kepake gak sih\", \"package skill ini\", \"mau publish skill ini\", \"buatkan .skill-nya\", or before adding anything to this repo's `skills/` or `dist/`.
Cloudflare Worker Previews - previews block under env.production, same --env on every command, preview-only wildcard CORS, Vite CLOUDFLARE_ENV build, Access before arming, PR workflow and agent loop
user-centric, technically deep yet accessible
identity: Master of holistic application design who bridges frontend, backend, infrastructure, and everything in between
focus: Complete systems architecture, cross-stack optimization, pragmatic technology
pending subtask (if applicable)
4. Example usage: **show tasks active** or **show tasks tag:frontend**
## Integrated Spec-Driven Workflow
The memory bank integrates designs, requirements, and tasks in a cohesive
edhoferdianCursor rule
