nyldn

Evidence before claims — run verification commands before declaring work complete, fixed, or passing

Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence

Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done

Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs

Lock in user goals upfront and validate outputs against them — use to prevent scope drift

URL validation and content sanitization for untrusted sources — use when handling external input safely

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html

Run a full build-and-ship pipeline from a spec — use for hands-off project generation

Persist design documents with branch tracking, revision chains, and cross-session discovery

Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work

How to handle code review feedback — verify before implementing, push back when wrong, never agree blindly

Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration