Right-sizes architecture to project scope, classifying projects into 6 tiers to prevent over-engineering.
Judgment check before calling substantial work done or proposing a commit.
Load at the start of any build, fix, refactor, or "make it better" request, and again before every follow-up iteration on work already…
Design and implement scoped permission models
Use before any writing — as the first gate — to stress-test whether a result fits PNAS Nexus — high-quality, broadly significant…
Use before any writing to stress-test whether a result clears Science's (AAAS) desk-reject filter — broad significance and general…
Define the scope and purpose of a complex inquiry before mapping or futures work begins.
Narrative structure for complex topics - Situation, Complication, Question, Answer
Build production-ready web scrapers for any website using Bright Data infrastructure.
Automate cloud browsers using the Scrapfly Cloud Browser API with Python Playwright
Use the Scrapfly RPA API to run typed workflow graphs against managed cloud browsers, retrieve produced artifacts (HTML snapshots…
Capture web page screenshots using the Scrapfly Screenshot API with the Python SDK
Automate Scrapingant tasks via Rube MCP (Composio).
ScrapingDog integration. Manage data, records, and automate workflows. Use when the user wants to interact with ScrapingDog data.
Extract the JSDoc example nearest the active source selection or cursor into ./scratchpad as a TypeScript file.
When the user wants a technical site audit, crawl data analysis, location page quality checks, duplicate content detection, schema…
Cross-platform screen and window capture for screenshots and recording
Connect user journeys to screens, defining the UI structure and navigation paths during PRD v0.4 User Journeys.
Use when an agent needs to operate a local web app — reach a screen, run a flow, or write a browser test — and does not already know the…
Practical guide to testing web applications with screen readers for comprehensive accessibility validation.
Record a Chrome browser tab to video via CLI.