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Decomposes a topic, runs targeted Tavily searches, fetches pages with http_get when snippets are too thin, and ships a sourced markdown brief in under 8 minutes.
Primary tools shaped this agent. Read the full registry on the tools page.
Brief me on agentic ops in regulated industries.
5-bullet TLDR plus a sources block with 5 to 7 cited URLs covering vendors, compliance posture, and 2 open gaps.
What did our top three competitors ship in the last 30 days?
Searches changelogs, blogs, and X for each name. Returns a markdown table with shipped, hinted, silent.
Pull the public pricing tiers for the top 7 AI customer support tools.
Visits each pricing page via http_get, normalizes to per-seat or per-resolution, flags opaque ones.
Drop this prompt into the dashboard with the researcher selected. Edit the bracketed slots before broadcasting.
Research the [topic] for a [audience: founder, ops lead, investor]. Cover: 1. Five most relevant entrants in 2026, with one-line positioning each. 2. Public pricing if available, or note as opaque. 3. Two credible weaknesses per entrant, with source URLs. 4. The single biggest gap a new entrant could exploit. Cite every non-trivial claim. Save as brief.md and call done.
Average run time
5m 30s
2 to 4 sub-questions
Average cost (BYOK)
$0.12
Sonnet 4.7, your key
Tokens
~28k
Input + output
It decomposes a topic into sub-questions, runs targeted searches, fetches pages when snippets are not enough, and writes a markdown brief with sources. Treat the output as a junior analyst draft you verify before quoting.
No. Its system prompt requires a citation for every non-trivial claim. If a number is not in a source, it gets flagged as a gap rather than fabricated. You see every search query and fetch live in the pane.
Most briefs finish in 4 to 8 minutes depending on how many sub-questions you scope. The default cap is 6 fetches plus the search calls it needs.
Keywords
ai researcher agent · autonomous research · web search agent · sourced briefs
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