flux-operator-cli
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complexity-guardrails
Keep cyclomatic complexity low; flatten control flow, extract helpers, and prefer table-driven/strategy patterns over large switches
laravel-template-method-and-plugins
Stabilize workflows with Template Method or Strategy; extend by adding new classes instead of editing core logic
vue3-component-decomposition
Decompose large Vue 3 components into focused SFCs and composables with explicit contracts, simple templates, and SSR-safe side effects.
laravel-strategy-pattern
Use the Strategy pattern to select behavior at runtime; bind multiple implementations to a shared interface
laravel-task-scheduling
Schedule tasks with safety; use withoutOverlapping, onOneServer, and visibility settings for reliable cron execution
shadcn-vue
shadcn-vue for Vue/Nuxt with Reka UI components and Tailwind. Use for accessible UI, Auto Form, data tables, charts, dark mode, or encountering component imports, Reka UI errors.
laravel-rate-limiting
Apply per-user and per-route limits with RateLimiter and throttle middleware; use backoffs and headers for clients
laravel-transactions-and-consistency
Wrap multi-write operations in transactions; use dispatchAfterCommit and idempotency patterns to ensure consistency
laravel-quality-checks
Unified quality gates for Laravel projects; Pint, static analysis (PHPStan/Psalm), Insights (optional), and JS linters; Sail and non-Sail pairs provided
laravel-routes-best-practices
Keep routes clean and focused on mapping requests to controllers; avoid business logic, validation, or database operations in route files
laravel-laravel-prompting-patterns
Use Laravel-specific vocabulary—Eloquent patterns, Form Requests, API resources, jobs/queues—to get idiomatic framework code
laravel-dependencies-trim-packages
Remove unneeded Composer packages and assets to improve boot time, memory, and security surface
laravel-debugging-prompts
Create effective debugging prompts—include error messages, stack traces, expected vs actual behavior, logs, and attempted solutions
laravel-data-chunking-large-datasets
Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and improve performance
laravel-custom-helpers
Create and register small, pure helper functions when they improve clarity; keep them organized and tested
laravel-controller-cleanup
Reduce controller bloat using Form Requests for auth/validation, small Actions/Services with DTOs, and resource/single-action controllers
laravel-constants-and-configuration
Replace hardcoded values with constants, enums, and configuration for maintainability; use PHP 8.1+ enums and config files
laravel-config-env-storage
Portable storage configuration across S3/R2/MinIO with optional CDN—env toggles, path-style endpoints, and URL generation
laravel-api
Build production-grade Laravel REST APIs using opinionated architecture patterns with Laravel best practices. Use when building, scaffoling, or reviewing Laravel APIs with specifications for stateless design, versioned endpoints, invokable controllers, Form Request DTOs, Action classes, JWT authentication, and PSR-12 code quality standards. Triggers on "build a Laravel API", "create Laravel endpoints", "add API authentication", "review Laravel API code", "refactor Laravel API", or "improve Laravel code quality".
laravel-api-resources-and-pagination
Use API Resources with pagination and conditional fields; keep response shapes stable and cache-friendly
laravel-controller-tests
Write focused controller tests using HTTP assertions; keep heavy logic in Actions/Services and unit test them
laravel-policies-and-authorization
Enforce access via Policies and Gates; use authorize() and authorizeResource() to standardize controller protections
laravel-performance-select-columns
Select only required columns to reduce memory and transfer costs; apply to base queries and relations
laravel-performance-eager-loading
Prevent N+1 queries by eager loading; enable lazy-loading protection in non-production; choose selective fields
laravel-performance-caching
Use framework caches and value/query caching to reduce work; add tags, locks, and explicit invalidation strategies for correctness
laravel-migrations-and-factories
Safe database change patterns; when to modify vs add migrations; always pair models with migrations and factories; seeding guidance
laravel-iterating-on-code
Refine AI-generated code through specific feedback—point out errors, identify gaps, show desired changes, reference style guides
laravel-internationalization-and-translation
Build with i18n in mind from day one using Laravel translation helpers, JSON files, Blade integration, and locale management
laravel-interfaces-and-di
Use interfaces and dependency injection to decouple code; bind implementations in the container
laravel-filesystem-uploads
Store and serve files via Storage; set visibility, generate URLs, and handle streaming safely
baseline-ui
Enforces an opinionated UI baseline to prevent AI-generated interface slop.
posthog-instrumentation
Automatically add PostHog analytics instrumentation to code. Triggers when user asks to add tracking, instrument events, add analytics, or implement feature flags in their codebase.
zernio-api
Official Zernio API reference for scheduling posts across 15 social media platforms and running paid ads on 7 ad networks. Covers authentication, endpoints, webhooks, ads, and platform-specific features. Use when building with the Zernio Social Media Scheduling API.
data-science
Statistical analysis strategies and data exploration techniques
structural-biology
Structural biology analysis including protein structure validation, AlphaFold interpretation, and structural comparisons
genomics
Genomics and transcriptomics analysis strategies
metabolomics
Metabolomics-specific analysis strategies and domain knowledge
ios-app-tester
Test iOS apps using AXe CLI for accessibility auditing, UI automation, and simulator control. Use when testing iOS Simulator apps, automating UI interactions, recording test videos, or auditing accessibility labels and VoiceOver support.
imagegen
Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled CLI (`scripts/image_gen.py`) and require `OPENAI_API_KEY` for live calls.
idea-md
Create or expand an Idea.md / IDEA.md file from a rough description, existing repo, conversation history, notes, or other early-stage product inputs. Use when the user asks to "write an Idea.md", "turn this into an idea file", "capture this product idea", "expand this concept", or wants a repo-grounded concept brief before validation, PRD, or implementation work.
hyperagent
Run a self-referential self-improving agent loop where a meta-agent iteratively modifies a task-agent's code to optimize for any measurable target. Based on Facebook Research's Hyperagents paper (arXiv:2603.19461). Use when asked to "run hyperagent", "self-improve this", "optimize with self-modification", or "evolve this agent/script".
gsplat-optimizer
Optimize 3D Gaussian Splat scenes for real-time rendering on iOS, macOS, and visionOS. Use when working with .ply or .splat files, targeting mobile/Apple GPU performance, or needing LOD, pruning, or compression strategies for 3DGS scenes.
direct-mail-strategist
Expert direct mail marketing strategist for writing compelling copy, designing high-converting mail pieces, and developing measurement strategies. Use when planning direct mail campaigns, writing mailer copy, designing postcards/letters, or measuring campaign effectiveness with incremental lift analysis.
subway-info
Get real-time NYC transit information — subway, bus, ferry, and commuter rail — via the subway-info CLI or REST API at subwayinfo.nyc. Use when asked about NYC subway status, train times, bus routes, ferry schedules, transit delays, MTA service alerts, or "what's the next train to X".
systematic-debugging
Systematic step-by-step debugging process for bugs, test failures, and unexpected behavior. Use when a test fails, something isn't working as expected, user says "this is broken", "why isn't X working", "help me debug", or when you encounter any error before proposing a fix.
scientific-critical-thinking
Evaluate research rigor and scientific claims. Assess methodology, experimental design, statistical validity, biases, confounding, and evidence quality using GRADE, Cochrane ROB, and preregistration standards. Use for critical analysis of research papers, evaluating AI/ML study claims, reviewing preprints, or fact-checking scientific assertions in any domain.
evangelion-design
Design original Evangelion-inspired web and mobile interfaces with NERV-like command-center, HUD, psychographic, sync-monitor, breach-warning, and title-card language: sharp geometry, tactical typography, disciplined data density, danger-first palettes, wireframe analysis forms, repeated instrument arrays, and mechanical animation. Use when users ask for Evangelion, NERV, anime control room UI, sci-fi military instrumentation, diagnostic overlays, psychographic displays, sync monitors, countdown screens, or dramatic system-state motion for product interfaces.
executing-plans
Execute a written implementation plan with review checkpoints and structured progress tracking. Use when you have a spec or plan ready to implement, when user says "execute this plan", "implement this spec", "carry out these steps", or "start working on the plan".
qmd
Local hybrid search for markdown notes and docs. Use when searching notes, finding related content, or retrieving documents from indexed collections.
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