Agent repo
35 specialized research agents. Each is a typed unit of work in a research DAG, routed to the cheapest capable model at run time.
Company
Decomposes the research target into sub-questions and search queries.
Discovers candidate sources across every configured web-search connector.
Runs web searches for the planned queries.
Summarizes recent news and momentum signals for the target.
Identifies competitors and positions them relative to the target.
Scores and ranks gathered sources by trustworthiness and relevance.
Extracts companies, people, products, and technologies as entities.
Reconciles all agent outputs into an executive summary and findings.
Writes the human-readable Markdown research report.
Reads the target's own blog or news feed for dated first-party announcements.
Technical
Enumerates the target's own site and extracts its key pages in full.
Commits the research output to the connected GitHub repository.
Scores the target 0–100 across fixed dimensions with per-dimension rationale.
Fetches and extracts the full text of the top discovered pages.
Finance
Finds the target's own SEC filings (public companies only).
Directional financial read (revenue/margin trends). Not filed data.
Frames a valuation approach with comparables, drivers, and caveats. Not investment advice.
Writes an M&A/investment memo in Markdown.
OpenSource
Searches GitHub for the target's repositories and activity.
Reads a repository's docs to assess purpose, maturity, and adoption friction.
Market
Reads open roles to infer hiring momentum, team shape, and functional focus.
Sizes the market and maps its structure, growth drivers, and headwinds.
Builds entity/relationship triples for the knowledge graph.
Finds market reports and landscape sources.
Gathers the target's open roles from job boards and its careers page.
Risk
Surfaces key risks with severity and rationale.
Flags conflicting claims across sources.
Legal
Validates that claims are backed by cited sources.
Identifies the license and its obligations for commercial and SaaS use.
Discovers authoritative legal, regulatory, and enforcement sources.
SEO
Compares the target's crawled pages against competitor coverage to find missing topics.
Clusters the target's observed topics into keyword groups with intent and priority.
Crawls a domain sitemap to enumerate indexable pages.
Gathers search-engine result pages for the target's commercial keywords.
Academic
Searches PubMed and arXiv for peer-reviewed and preprint literature.