Signal Desk Agent
Agentic research workflow that turns questions into structured briefs
Agentic research tool that turns a question into a structured brief by searching, retrieving, and formatting relevant information into a usable report.
Visual evidence
Structured intelligence brief
Supplementary evidence
Typed findings with confidence and sources
Case study
Problem, Build, Outcome
Problem
Research workflows often stall between open-ended search, source triage, and producing a brief that is structured enough to act on.
Build
Built a React and Express app where the model runs web search and must save findings and timeline events through typed tool calls before submitting a Zod-validated brief.
Outcome
Cuts the path from question to usable research artifact while keeping the output easier to inspect than a raw chat response.
Architecture
System Flow
Architecture Notes
- Planning stage breaks an open-ended question into a usable research path.
- Retrieval stage gathers relevant information before synthesis.
- Formatting stage produces a structured brief instead of an unshaped chat answer.
Engineering choices
Technical Decisions
Structured the workflow around question decomposition before retrieval so the agent has an explicit plan.
Separated retrieval and brief formatting to keep the final artifact easier to inspect than a raw chat response.
Used structured output expectations so downstream readers get consistent sections.
Evidence
Proof Points
Question-to-brief agent workflow
Tool-use oriented retrieval path
Structured output for downstream use
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