deep-research

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Use when users need in-depth research on a complex topic or a comprehensive report requiring multiple sources and synthesis. Avoid for simple fact-finding, single-source lookups, or quick exploratory searches.

f1sherman By f1sherman schedule Updated 4/21/2026

name: _deep-research description: > Use when users need in-depth research on a complex topic or a comprehensive report requiring multiple sources and synthesis. Avoid for simple fact-finding, single-source lookups, or quick exploratory searches.

Deep Research Skill

Core Purpose

Transforms research questions into detailed reports using a three-agent system: a lead orchestrator, multiple researcher agents executing parallel searches, and a report-writer synthesizing findings.

Agent Architecture

Lead Agent (Orchestrator): Interviews users, plans research threads, coordinates subagents using Agent and AskUserQuestion tools.

Researcher Agents: Execute focused investigations on assigned subtopics, employing WebSearch, WebFetch, and Write tools to save structured notes.

Report-Writer Agent: Synthesizes research notes into final reports using Read, Glob, and Write tools exclusively.

Five-Phase Research Process

Phase 1: Interview 2-3 rounds of user interviews covering objectives, depth, audience, key questions, time constraints, and scope.

Phase 2: Landscape Mapping 3-5 broad searches to map the topic landscape, identifying 10+ research threads, documented in research_plan.md.

Phase 3: Parallel Research Launch 10+ researcher agents in parallel, each saving findings to research_notes/[subtopic].md with:

  • Summary
  • Key findings
  • Sources with URLs
  • Notable quotes
  • Identified gaps

Phase 4: Synthesis Spawn report-writer agent to synthesize notes into a comprehensive report with:

  • Executive summary
  • Critical analysis organized by theme
  • Numbered citations
  • Identified limitations and conflicting information

Phase 5: Delivery Deliver output files and summarize key findings for user follow-up.

Quality Standards

  • Prioritize authoritative, recent sources
  • Cross-reference claims across multiple researcher notes
  • Distinguish facts from expert opinions
  • Clearly identify conflicting information or research limitations
  • Include direct URLs for all cited sources
Install via CLI
npx skills add https://github.com/f1sherman/new-machine-bootstrap --skill deep-research
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