Use for bounded read-only QA over an existing Yosoi observation index.
CascadingLabs/Yosoi
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Use for bounded agent discovery over a Yosoi QA observation index with evidence-bound navigate/click actions and deterministic postconditions.
Use when acquiring web page evidence with Yosoi without scraping: safe LLM-bounded content previews, raw/static HTML, rendered HTML, cleaned HTML, text/markdown, links, headers, network endpoints, accessibility snapshots, bundles, and advisory contract probes…
Use when an agent needs to use Yosoi for crawl, search, fetch, or research workflows. Triggers include web crawl, source discovery, page fetch, evidence packet, research frontier, local Perplexity, candidate contracts, scrape pipeline planning, and turning…
Use when doing exploratory web/data research with Yosoi primitives before building a deterministic scraper or always-on pipeline. Triggers include research frontier, data frontier, local Perplexity, competitor analysis, web stats, source mapping, candidate…
Use when doing exploratory web/data research with Yosoi primitives before building a deterministic scraper or always-on pipeline. Triggers include research frontier, data frontier, local Perplexity, competitor analysis, web stats, source mapping, candidate…
Use when planning a Yosoi change before implementation, especially when the work crosses core modules, tests, provider behavior, or observability.
Use when starting work in Yosoi, mapping the relevant package area, or deciding which committed project docs and nested AGENTS files to inspect first.
Use when deciding how to validate a Yosoi change with the right mix of unit, integration, eval, static, and manual checks.