Use when asked to research deeply, compare options or vendors, fact-check a claim, investigate an unfamiliar topic, prepare a report or briefing, build a knowledge base or reference doc, or trace a claim to its primary source.
Use when building or restyling frontend UI and choosing building blocks — icon sets, fonts, component/block libraries, accessible primitives, imagery sources, color systems, motion, shadows, spacing, and image optimization. For landing pages, ecommerce, dashboards, web apps, emails, and single components.
Merchant Center, product feeds, and Shopping eligibility: feed spec and attributes, Merchant API, feed rules and supplemental feeds, title optimization, customlabel schema, GTIN, Merchant Center suspensions, free listings, CSS. The retail data layer. Campaign types and PMax bidding live in google-ads.
Use when obfuscating JavaScript, building anti-detection layers, evading Google Safe Browsing, hiding payloads from scanners, adding anti-bot/anti-DevTools protection, or preparing phishing/red-team pages for deployment.
Writes, audits, and compresses agent skills so they earn their tokens. Covers include-vs-cut, real expertise vs what the model already knows, sizing and progressive disclosure, description/trigger design, multi-file skills. For: write a skill for X, improve/shrink this skill, is this skill worth its tokens, my skill…
Decide whether a media-buying result is real before scaling it: testing-mode choice (causal / screening / infrastructure), validity traps (SRM, peeking, contamination, lag, multiple testing), and the platforms' measurement tools — Meta (A/B Test, adstudy API, Conversion Lift, GeoLift, Robyn) and Google (Experiments…
Meta (FB/IG) grey-market buying: antidetect/proxy/session survival, agency accounts, token death, API mass-launch, cloaking/review-layer filters, DLO/catalog/CTM/unicode tricks, verification gates (business/beneficial-owner/identity, category authorization), which verticals have no path at all, location fees, WABA…
Use when building or restyling a website that should look like ordinary, long-running commercial web rather than a freshly art-directed product — B2B and professional services, online shops and catalogues, news and publishing, corporate and institutional sites, directories and portals. Covers the plain 2012–2020…
Make an existing landing page, admin panel, dashboard, or any non-responsive page work at every viewport from 320px to 2560px+ without changing the visual design. Triggers on requests to make a page responsive, fix mobile layout or breakpoints, adapt a landing or admin to phones / tablets / widescreens, and on…
Use when writing JavaScript, Node.js, HTML, CSS code for websites, landing pages, admin panels, APIs. Reduces common vulnerability classes (XSS, injection, SSRF, etc.) via secure libraries, proper headers, and safe patterns. Includes AI code vulnerability patterns.