LVTD-LLC

Use when an AI agent needs to manage Built With Django blog posts through the site API, including creating, reading, listing, updating, or deleting posts. Covers the superuser-token-only CRUD endpoints under /api/v1/posts/, required headers, payload fields, status/type/level choices, tag behavior, safety checks, and troubleshooting for permission or validation errors.

Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, UX copy, error states, edge cases, i18n, and reusable design systems or tokens. Also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on UI elements, or ambitious visual effects that should feel technically extraordinary. Not for backend-only or non-UI tasks.

Senior UI/UX Engineer for severe, industrial, poster-like, and tactical brutalist interfaces. Uses the full Taste Skill baseline but tunes the output for hard structure, mechanical hierarchy, and anti-softness.

Senior UI/UX Engineer for keynote-style product storytelling and scene-based launch pages. Uses the full Taste Skill baseline but tunes the output for product-as-protagonist composition, chapter flow, and premium motion.

Senior UI/UX Engineer for atmospheric dark luxury interfaces. Uses the full Taste Skill baseline but tunes the output for material-rich darkness, light control, and premium restraint without neon or gamer drift.

Senior UI/UX Engineer for polished operator dashboards, admin surfaces, control panels, and monitoring interfaces. Uses the full Taste Skill baseline but tunes the output for task-first hierarchy, actionable density, and calm operational clarity.

Senior UI/UX Engineer for image-led design-journal, architecture-magazine, and cultured editorial interfaces. Uses the full Taste Skill baseline but tunes the output for publication pacing, refined typography, and image-first hierarchy.

Senior UI/UX Engineer for exhibition-like, image-first, gallery-minimal interfaces. Uses the full Taste Skill baseline but tunes the output for visual curation, quiet captions, and image-dominant hierarchy.

Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools/capabilities, defer capability loading, stream output, define agents from YAML, or test agent behavior.

Extend Pydantic AI agents with batteries-included capabilities from pydantic-ai-harness — currently Code Mode, which collapses many tool calls into one sandboxed Python execution. Use when the user mentions pydantic-ai-harness, CodeMode, Monty, code mode, or tool sandboxing, when they want an agent to run agent-written Python, or when a Pydantic AI agent would benefit from orchestrating multiple tool calls in a single sandboxed script.

Use when planning, implementing, testing, reviewing, or evaluating agent-driven changes in this generated Django SaaS app, especially changes that cross Django apps, API surfaces, background jobs, frontend templates, docs, CI, or optional integrations.

Use when adding, changing, testing, or debugging Django Q2 background tasks, scheduled jobs, qcluster workers, Redis broker configuration, or ORM broker fallback in this generated Django SaaS app.

Use when running, testing, or debugging the generated Django SaaS app from host terminal commands, optionally with Docker Compose backing services.

Use when changing Django templates, Tailwind CSS, frontend components, layout, responsive behavior, themes, forms, empty states, motion, or UI copy in this generated Django SaaS app.

Use when running Django checks, migrations, pytest, or database debugging against a disposable local Postgres database created by PGSandbox MCP.

Use when adding, changing, testing, or debugging Cookiecutter templates, including cookiecutter.json variables, Jinja-rendered files, hooks, _copy_without_render, optional feature cleanup, and generated-project validation.

Use when adding, changing, testing, or debugging Django Q2 background tasks, scheduled jobs, qcluster workers, Redis broker configuration, or ORM broker fallback in this generated Django SaaS app.

Use when adding, changing, deploying, testing, or debugging FastMCP MCP servers in existing Django apps, including ASGI mounting, stdio or sidecar servers, Django ORM access from MCP tools, auth and permissions, Streamable HTTP deployment, and MCP client tests.

Use when checking a GitHub pull request against ReviewGate output, triaging a ReviewGate score or status, reading .reviewgate/review.json, inspecting the canonical reviewgate-summary comment, or preparing ReviewGate findings for fixes.

Use when iterating on a GitHub pull request until ReviewGate reaches 5/5, when fixing ReviewGate findings from .reviewgate/review.json, or when rerunning ReviewGate after agent-written PR fixes.

Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, UX copy, error states, edge cases, i18n, and reusable design systems or tokens. Also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on UI elements, or ambitious visual effects that should feel technically extraordinary. Not for backend-only or non-UI tasks.