Use when running Module 2B deep niche research. Six pre-built Apify actor recipes parameterized by niche slug. Handles tokens, retries, raw dump storage, rate limits, and cost logging.
Use when writing the website factory brief (Module 5) or content engine brief (Module 7). Owns the two downstream schemas and validates briefs before write.
Use to synthesize raw Apify dumps into the seven (eight including starter template) sub-task markdowns per niche. The Claude-side post-processing layer for Module 2B.
Use when any research-stage agent needs to reference the Student Research System framework. Wraps the framework doc into a queryable phase API so agents don't re-read the whole file.
Use during /setup to test each credential before moving on. Connectivity helpers for Anthropic, Apify, Supabase, Vercel, GitHub, and AssemblyAI.
Use during Module 2D to capture screenshots and DOM data via Apify, score sites with Claude Vision, and scaffold a fresh Vite + React template that the factory can build against.
Use during Stage 4 (asset scraper) of the website factory pipeline to autonomously harvest the client's brand assets, logo, trust badges, project photos, owner/team photos, and any niche-specific asset categories, from their website, Google Business Profile, and linked social channels into the client Assets folder. Halts the entire pipeline if no logo is found. Uses tools/apify-scrape.py for reliable scraping; falls back to native WebFetch only on Apify failure. Never fabricates assets, only flags missing ones.
Use during Stage 6 (copy deck generation) of the website factory pipeline to write the complete site copy in one place under one consistent voice: every H1, body section, FAQ, owner story, service/offer page, location page, review summary, and CTA. The niche-specific voice grammar, locked phrases, CRO patterns, and section formulas come from the niche playbook written by Module 2D, this skill provides only the universal contract that every niche must satisfy.