Generates the strategic story connecting your roadmap to company goals in a form non-technical stakeholders can repeat. Also structures Gate presentation narratives with source-backed claims. Use when user needs to "explain the roadmap", "present strategy to leadership", "create a narrative for all-hands", "build…
Creates detailed user personas from research data combining demographics, psychographics, behavioral patterns, goals, and pain points. Use when user needs to build personas, segment users, or says "user persona", "create persona", "user segments", "who is our user", "target audience profile", "персона пользователя"…
Transforms requirements into user stories with Given/When/Then acceptance criteria ready for sprint planning and Jira. Use when user needs to write user stories, create Jira tickets, define acceptance criteria, or says "user stories", "acceptance criteria", "sprint backlog", "Jira tickets", "as a user I want"…
Reads the graph and ranks every claim with single-source or zero-source backing by risk — surfacing what the team would be betting on without evidence, each tied to the decision it would affect. Surfaces risk; does not resolve it.
Answers a discovery question by interrogating the graph — returning grounded findings with provenance, the explicit gaps in the evidence, and the discovery questions that would close them. Refuses to answer beyond what the corpus supports, and names every gap.
Reads every file in sources/ and produces a schema-valid graph/graph.json plus a human-readable graph/graph.md. Every node and edge carries provenance; unsourced claims become explicit Assumption nodes. Rates corpus health and says so loudly when it is thin.