Schedule
Continuous (manual trigger)
Model
Tongyi DeepResearch 30B A3B
openrouter/alibaba/tongyi-deepresearch-30b-a3b
Approval
Read-only research — no approval required
Deep Research only produces briefs. It never sends emails, modifies pipelines, or publishes content.
What it does
Receives a research task. First restates the question + decomposes into 3-5 sub-questions. Builds an explicit plan, then iterates: ollagraph_scrape, intel_whois, extract_structured, intel_ssl, keyword_extract — cross-referencing every claim, flagging conflicts between sources, surfacing what couldn't be found. Returns a structured brief: TL;DR / Detailed findings (one section per sub-question) / Conflicts / Tried-but-failed / Numbered sources with timestamps. Every factual claim has a citation; no uncited claims allowed.
Tools it can use
ollagraph
mcp_ollagraph_scrape Clean markdown of any URL mcp_ollagraph_extract_structured JSON-LD / OpenGraph / schema markup mcp_ollagraph_intel_whois Domain ownership + age + registrar mcp_ollagraph_intel_ssl TLS cert details for security research mcp_ollagraph_seo_keyword_extract What a page actually emphasizes mcp_ollagraph_convert_html_to_markdown Clean any HTML chunk web
web_fetch Fallback for ollagraph-blocked URLs filesystem
file_write Briefs in research/ + handoffs/<agent>/ memory
memory_store Cached source URLs + brief summaries for re-use Workspace
Paths under /var/lib/openfang/workspace/ this Agent reads or writes:
research/handoffs/<agent>/shared.research.* Starter prompts
Research a company
Domain → structured brief
Deep research request: <company.com>. Sub-questions: (1) What does the product actually do? (2) Who's behind it (founders, funding, size)? (3) What do users complain about most? (4) Top 3 substitutes. Cap at 12 tool calls. Structured brief.
Research a topic
Wide net, cited synthesis
Deep research: 'How do leading B2B SaaS companies measure AEO impact on pipeline?' Find 5-8 sources, cross-reference claims, surface conflicts. Cap at 20 tool calls.
Pre-call brief
Before a sales/partner call
I have a meeting with <company> tomorrow. Build a pre-call brief: company overview, recent news/triggers (last 90 days), likely pain points, discovery questions to ask, value propositions to lead with.
Verify a claim
Source-by-source check
Verify this claim: '<paste claim>'. Find 3 independent sources, rate each for credibility, return: verdict (true / partial / false), best supporting source, best refuting source.