LikasLens

Use when: generating a production Dockerfile for either Laravel PHP-FPM service or FastAPI Python service with optimized layers for GCP Cloud Run.

Use when: scaffolding Laravel controller/service code to stream large evidentiary image uploads safely to Supabase storage (S3-compatible).

Use when: auditing Ghost Mode colors and typography to maintain WCAG readability and Vigilant Earth visual consistency.

Use when: diagnosing Next.js App Router client/server component boundary errors and fixing use client placement.

Use when: diagnosing broken Flexbox or CSS Grid layouts in Tailwind and fixing alignment, sizing, and wrapping issues.

Use when: diagnosing React hydration mismatches in Next.js caused by theme, browser-only APIs, or unstable render output.

Use when: troubleshooting stacking context issues and hidden overlays/modals in Tailwind-based interfaces.

Use when: finding and fixing horizontal overflow on mobile viewports in Next.js/Tailwind pages.

Use when: generating Tailwind skeleton loading states that match card, feed, or scoreboard layouts.

Use when: generating an accessible, animated modal with keyboard support and Ghost Mode-compatible styling.

Use when: scaffolding a global Next.js theme provider to toggle Civic Mode and Ghost Mode with persisted state.

Use when: scaffolding a responsive, accessible Tailwind card component with Civic Mode and Ghost Mode variants.

Use when: auditing frontend image-processing code to verify EXIF stripping and prevent metadata leaks.

Use when: diagnosing Promise, async/await, and race-condition issues in frontend flows.

Use when: diagnosing camera or geolocation permission failures in browser environments.

Use when: diagnosing service worker registration, caching, or stale-response issues in the frontend PWA.

Use when: generating a standards-compliant Web App Manifest for installable PWA behavior.

Use when: generating logic to capture a video frame to canvas and export it as Blob or base64 for upload.

Use when: generating utilities to normalize GeolocationPosition into backend-ready coordinate formats.

Use when: scaffolding safe camera/media access in Next.js, including camera switching and iOS Safari permission handling.

Use when: scaffolding Next.js App Router PWA configuration with safe Workbox caching boundaries.

Use when: scaffolding IndexedDB-based offline draft storage and upload queue logic for report submissions.

Use when: diagnosing browser CORS failures between the Next.js frontend and Laravel backend, including blocked fetch requests and credential issues.

Use when: diagnosing a 422 Unprocessable Entity or validation failure caused by frontend payload fields not matching the backend rules.

Use when: diagnosing an infinite re-render or repeated fetch loop caused by a misconfigured React useEffect dependency array.

Use when: converting a Laravel JSON payload or FormRequest contract into a strict frontend Zod schema.

Use when: generating a frontend API client that attaches a Supabase bearer token and handles 401 redirects or expired sessions.

Use when: scaffolding a multi-step React form that combines text input, image capture output, and GPS coordinates into one payload.

Use when: generating a React Error Boundary or Next.js fallback UI that catches rendering failures gracefully.

Use when: generating React state logic that updates the UI immediately before an API response and rolls back on failure.

Use when: generating Next.js Middleware to protect authenticated routes with Supabase session checks and redirect unauthenticated users.

Use when: diagnosing FastAPI async bottlenecks around YOLOv8 or Gemini calls that cause latency spikes, hangs, or request timeouts.

Use when: diagnosing Supabase JWT handoff failures from Next.js frontend to Laravel backend including headers, CORS, issuer, audience, and secret mismatches.

Use when: scaffolding a Laravel 12 API vertical including route definition, controller method, and strict FormRequest validation.

Use when: generating a reusable Python graph migration runner with logging, up/down methods, error handling, and safe execution flow.

Use when: generating Laravel feature tests for an endpoint with one happy-path case and at least two validation-failure assertions, using mocks for external integrations.

Use when: migrating a relationship edge from an old target to a new target while preserving edge properties and soft-archiving the old edge.

Use when: generating an async Gemini API triage function with strict JSON output contracts and exponential backoff retry handling.

Use when: generating an idempotent Gremlin upsert for Cosmos DB using fold().coalesce(unfold(), addV()/addE()) to prevent duplicates during reruns.

Use when: converting Laravel JSON payload contracts into strict FastAPI Pydantic models for cross-service type safety.