Agentic Web Retrieval Stack (WRS) — tiered web_search/web_fetch/web_contents (harness-web.py + Scrapling). Default tier=deep with web-query-expander angles. Use for search, scrape, landscape, prior art, comparisons, planning pre-research, cited answers, similar URLs, websets scoring. Triggers on non-API web research, scrape URL, web_search, web_fetch, .web/ artifacts. Library API docs → context7 only. Install: /harness-setup or harness-cli-verify.
$npx -y skills add aryaniyaps/ultimate-pi --skill web-retrievalInstalls into the current project.
Run `npx skills use "https://github.com/aryaniyaps/ultimate-pi" --skill "aryaniyaps/ultimate-pi/web-retrieval"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/aryaniyaps/ultimate-pi" that are relevant to the current task. Run `npx skills add "https://github.com/aryaniyaps/ultimate-pi"` and select the relevant skills, then follow their instructions.