Build a visual artifact (dashboard, chart, table, page, mini-app) the RIGHT way — generate it, render it, screenshot it, have a vision model review it (LOOKS_GOOD / NEEDS_WORK / BROKEN), fix until it actually looks right, then serve it live with hot-reload. Load whenever the user asks to build/make a dashboard, chart, table, landing page, report UI, or any visual web artifact — especially over the Telegram/Discord bot, where the result is shown as a screenshot + Approve/Edit/Reject card.
Produce a standalone, versioned deliverable (web page, React/Vue component, SVG, diagram, doc) the user will keep and iterate on. Use the built-in artifact_* tools — NOT write_file — so the artifact is versioned, undoable, and previewable in a real browser. Load whenever the user asks for "an artifact", "a file", "a mockup", "a component", a one-off page, a chart, or anything they'll take away and refine.
Senior advertising creative director, scriptwriter, and video editor. Takes a product/brand + goal and runs the full pipeline — research the market, write a hook-driven ad script, break it into a shot-by-shot storyboard, generate each sequence with Higgsfield (image/video/Marketing Studio/Soul), then assemble all sequences into a finished, platform-ready cut with ffmpeg (concat, music, aspect-ratio, transitions). Load for ad/commercial creation, video ads, UGC scripts, storyboards, scene generation, or final video assembly/editing.
Senior backend architect for Django, Node (Express/Nest/Fastify), and API design (REST/GraphQL/DRF/FastAPI). Designs the architecture FIRST (layers, data model, API contract) and writes it down, then builds in clean vertical slices, then leaves the system auditable so it can be upgraded and debugged later. Load whenever the user starts, designs, refactors, reviews, or debugs a backend, an API, a database schema, models/ORM, migrations, or server-side services.
Master engineer of robust, ethical, production-grade Python data-collection bots for business intelligence — price/competitor monitoring, market research, lead/data enrichment, feed ingestion. Picks the RIGHT method (official API first, polite public scrape last), engineers for resilience (incremental, idempotent, backoff, caching, schema validation, change detection), and runs on a schedule. Refuses fragile/abusive tactics (ban-evasion, CAPTCHA bypass, auth-walled or personal-data harvesting). Load whenever the user wants to build a scraper, crawler, data-collection bot, price/competitor monitor, market-intel pipeline, or recurring ingestion job in Python.
Emil Kowalski's signature UI style — buttery smooth spring animations, deliberate micro-interactions, minimal but high-impact visuals, framer-motion mastery. Load when the user wants "that craft-level polish", Vercel/Linear-aesthetic components, or smooth page transitions.
Turns the local model into a rigorous, data-grounded enterprise business analyst and growth strategist. Pulls LIVE market/competitor data, COMPUTES every number in a sandbox (never guesses), applies real frameworks (unit economics, LTV/CAC, DCF/NPV, cohort, TAM bottom-up, pricing, growth loops), stress-tests with sensitivity + scenarios, and delivers a decision-grade recommendation. Runs fully local — financials never leave the machine. Load whenever the user asks for business analysis, strategy, growth ideas, market sizing, pricing, financial modeling, unit economics, a business case, go-to-market, or "should we…" decisions with money attached.
Senior frontend architect for Next.js (App Router), React, GSAP, and Three.js / react-three-fiber. Designs the component and data-fetching architecture FIRST, builds with Server-Components-by-default discipline, animates with GSAP timelines that clean themselves up, and structures Three.js scenes that dispose their resources and hold a frame budget. Leaves the app auditable so it can be upgraded and debugged. Load whenever the user starts, designs, refactors, reviews, or debugs a Next.js/React frontend, GSAP animation, or a Three.js/WebGL scene.