Build, review, or refactor React UI components into shadcn-style compound components. Use when creating composable component APIs, splitting prop-heavy components into named parts, wrapping Radix/Base UI primitives, adding asChild/Slot behavior, designing data-slot styling hooks, or enforcing accessible source-owned component primitives.
2026-07-17
Implement-review-fix loop for development tasks. Use when the user invokes $loop, says "loop", "loop this", "run the loop", "implement then review", "review/fix until clean", or otherwise asks Codex to keep cycling through implementation, review, fixes, and re-review until no actionable issues remain.
2026-07-17
Evidence-first research workflow for external web/source research and internal codebase investigation. Use when the user invokes $research, asks to research, investigate, audit what exists, compare options, understand current implementation, gather evidence, inspect docs, look up current facts, or answer repo-grounded questions before implementation. Prefer optional parallel agents for broad, separable research lanes such as external sources, codebase evidence, docs, risks, and competitor or alternative analysis.
2026-07-17
Bans AI-slop code fingerprints and reworks implementation to match problem scale. Removes narrating comments, section banners, premature factories/Managers/Utils, try/catch wallpaper, silent fallbacks, any/as-unknown-as escapes, speculative “future” APIs, hallucinated imports, and unrequested platform features. Use when the user says "unslop-code", "AI code slop", "overengineered AI code", or asks to strip Copilot/Cursor/ChatGPT-looking code patterns.
2026-07-17
Bans AI-slop public UI copy and rewrites website/app text into plain language for humans. Removes empty marketing verbs, robotic microcopy, vague CTAs, apology-padded errors, and especially leaked internals — agent instructions, implementation criteria, schema/API names, TODOs, stack traces, and prompt residue rendered as user-facing strings. Use when the user says "unslop-copywriting", "unslop copy", "AI copy", "robotic copy", "plain language UI", or asks to fix microcopy, marketing copy, errors, empty states, or text that reads like it was written for machines.
2026-07-17
Bans AI-slop frontend aesthetics and reworks UI so it does not look machine-made. Removes purple/indigo gradients, Inter-class defaults, cream-terracotta-serif convergence, glassmorphism, pill badges, three equal feature cards, glow effects, emoji chrome, fake social proof, and template landing/dashboard skeletons. Use when the user says "unslop-design", "AI design slop", "looks AI", "generic AI UI", or asks to make frontend design distinctive, human-crafted, or free of AI-looking patterns.
2026-07-17
Bans AI-slop documentation and rewrites README/docs into plain, verifiable guidance for humans. Removes emoji headers, badge walls, labeled-bullet Features, marketing fluff, install/API claims that don't match the repo, changelog empty phrases, unfit CONTRIBUTING boilerplate, and prompt/chat leakage. Use when the user says "unslop-docs", "AI README", "docs slop", or asks to fix documentation that looks generated, vague, or inaccurate.
2026-07-17
Build, review, debug, migrate, or plan Legend-State v3 applications with current docs. Use for @legendapp/state v3 beta, observable, useValue, observer, Memo, $React, useObservable, computed or linked observables, observe, when, batch, fine-grained React rendering, React Native, local persistence, syncObservable, synced, syncedCrud, syncedFetch, syncedQuery, Supabase, Firebase, Keel, offline-first sync, transforms, syncState, testing, performance, and v2-to-v3 migrations.
2026-07-10