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GitHub

ai-llm-development

phrazzld

MANDATORY invocation for ALL LLM-related work. Invoke immediately when: - ANY mention of model names, IDs, or versions - ANY configuration of AI providers or APIs - ANY defaults/constants for LLM settings - ANY...

GitHub

design-tokens

phrazzld

Apply design token patterns using Tailwind CSS 4 @theme directive: CSS variables, semantic naming, color systems, typography scales, spacing, dark mode. Use when designing UI systems, reviewing design consisten...

GitHub

database-patterns

phrazzld

Database operations: migrations, queries, transactions, and performance. Use when: - Writing database migrations - Optimizing queries or adding indexes - Managing transactions and connections - Setting up conne...

GitHub

naming-conventions

phrazzld

Apply universal naming principles: avoid Manager/Helper/Util, use intention-revealing names, domain language, verb+noun functions. Use when naming variables, functions, classes, reviewing names, or refactoring...

GitHub

changelog-automation

phrazzld

Apply changelog automation and semantic versioning patterns using Changesets or semantic-release: conventional commits, automated version bumping, release notes generation. Use when setting up release workflows...

GitHub

rust-patterns

phrazzld

Idiomatic Rust patterns for ownership, errors, traits, and configuration. Use when: - Writing or reviewing Rust code - Designing error handling with Result and thiserror - Implementing traits and composition pa...

GitHub

code-quality-standards

phrazzld

Apply code quality standards for testing, coverage, CI/CD, and automation: Vitest, coverage philosophy, git hooks, GitHub Actions, quality gates. Use when setting up testing, configuring CI, discussing quality...

GitHub

langfuse-observability

phrazzld

Query Langfuse traces, prompts, and LLM metrics. Use when: - Analyzing LLM generation traces (errors, latency, tokens) - Reviewing prompt performance and versions - Debugging failed generations - Comparing mode...

GitHub

reconciliation-patterns

phrazzld

Patterns for syncing state between external services (Stripe, Clerk) and local database. Invoke for: webhook failures, data sync issues, eventual consistency, recovery from missed events, subscription state man...

GitHub

cartographer

phrazzld

Codebase mapping and documentation using parallel AI subagents. Invoke for: map this codebase, document architecture, understand codebase, onboarding to new project, create CODEBASE_MAP.md, generate architectur...

GitHub

python-standards

phrazzld

Modern Python development with uv, ruff, mypy, and pytest. Use when: - Writing or reviewing Python code - Setting up Python projects or pyproject.toml - Choosing dependency management (uv, poetry, pip) - Config...

GitHub

llm-evaluation

phrazzld

LLM prompt testing, evaluation, and CI/CD quality gates using Promptfoo. Invoke when: - Setting up prompt evaluation or regression testing - Integrating LLM testing into CI/CD pipelines - Configuring security t...

GitHub

documentation-standards

phrazzld

Apply documentation standards: comment why not what, minimal comments (prefer clear code), maintain README with quick start, update docs with breaking changes. Use when writing comments, creating docs, reviewin...

GitHub

sentry-observability

phrazzld

Sentry error tracking and production observability. Invoke when: - New Next.js project without error tracking → Suggest setup - Deploying to Vercel → "Add observability before deploying" - Discussing error hand...

GitHub

seo

fusengine

SEO/SEA/GEO 2026 complete methodology for organic, paid, and AI search optimization.

GitHub

prisma-7

fusengine

Expert Prisma 7 ORM with Rust-free client, 90% smaller bundles, 3x faster queries, TypedSQL, Omit API, and ESM-first architecture. Use when working with databases, Prisma schemas, queries, migrations, relations...

GitHub

tailwindcss-core

fusengine

Configuration and directives Tailwind CSS v4.1. @theme, @import, @source, @utility, @variant, @apply, @config. CSS-first mode without tailwind.config.js.

GitHub

tailwindcss-spacing

fusengine

Spacing utilities Tailwind CSS v4.1. Margin (m-*, mx-*, my-*, mt-*, mr-*, mb-*, ml-*, -m-* negative, m-auto), Padding (p-*, px-*, py-*, pt-*, pr-*, pb-*, pl-*), Space between (space-x-*, space-y-*).

GitHub

nextjs-zustand

fusengine

Zustand for Next.js App Router - Client Components only, hydration handling, persist middleware. Use when implementing global state in Next.js.

GitHub

adding-animations

fusengine

Add micro-interactions and animations using Framer Motion. Use when user asks about animations, transitions, hover effects, or motion design. MANDATORY for every component.

GitHub

tailwindcss-interactivity

fusengine

Interactivity utilities Tailwind CSS v4.1. Cursor (cursor-*), Scroll (scroll-smooth, scroll-snap-*, overscroll-*), User select (select-*), Pointer events (pointer-events-*), Touch action, Resize, Caret color, A...

GitHub

swiftui-navigation

fusengine

Implement SwiftUI navigation with NavigationStack, NavigationSplitView, deep linking, and programmatic routing. Use when building navigation flows, handling deep links, implementing tab bars, or creating multi-...

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