Use when building an MCP server from an OpenAPI spec.
Use when optimizing web performance — field/lab measurement, traces, and loading fixes.
Use when optimizing performance — measure first, then profile, bundle, and fix loading or runtime.
Use when you have a spec and need small verifiable tasks with acceptance criteria.
Use when acting as product manager — RICE, PRDs, backlog, and roadmap.
Use when tracking SaaS metrics — MRR, churn, CAC, and financial analysis.
Use when handling user input, auth, secrets, or external integrations — prevent OWASP Top 10, enforce auth patterns, secrets management…
Use when you need authoritative framework code — verify and cite official docs.
Use when starting a new project or significant change — write a PRD before any code.
Use when assessing tech debt — scan, score severity, and generate prioritized remediation plans.
Use when auditing web quality — orchestrate performance, a11y, SEO, best-practices across Lighthouse categories.
Azure Functions, Cosmos DB modeling, Service Bus patterns, Bicep templates
Self-contained parallel generator — invoke directly, do not decompose.
Agent-native headless browser. 26 primitives over a Unix-socket wire protocol.
Convert a recorded video (talking-head, build-along, tutorial, demo, essay, vlog) into a ready-to-post article or post for X (Twitter)…
Expert knowledge for AI video clipping — yt-dlp downloading, whisper transcription, SRT generation, and ffmpeg processing
Video content planning. Writes narration scripts, storyboards, shot lists, and asset checklists. Saves plan to marketing/video-plan.md.
Video production specialist for short-form, long-form, episodic, and motion graphics video.
Complete browser automation with Playwright.
Use when planning a viral / organic-distribution campaign for a mobile app, B2C product, or creator program.
Facilitates seamless communication and debugging for electronic test instruments using VISA protocols and SCPI commands.