/research

/team research — Research Pipeline

> Called by team.md router when action is `research`. > L1-heavy action: most agents are in the research layer.

Role Selection Bias

| Layer | Preferred Roles | Count | |-------|----------------|-------| | L1 | domain-researcher, technical-analyst, business-analyst, security-analyst, ux-researcher | 4-6 | | L2 | technical-writer (compiles findings) | 1-2 | | L3 | domain-accuracy, doc-quality | 1 | | L4 | principal-architect or principal-pm (topic-dependent) | 1 |

Research Angle Assignment

Each L1 agent gets a specific research angle to prevent overlap:

• **domain-researcher** → Industry context, competitive landscape, prior art
• **technical-analyst** → Technical feasibility, architecture options, dependency analysis
• **business-analyst** → Business case, stakeholder impact, requirements implications
• **security-analyst** → Security implications, compliance requirements, threat landscape
• **ux-researcher** → User impact, usability considerations, accessibility implications

Pipeline Customization

Layer 1: Deep Research (Primary Layer)

• **Mode:** `default` (read-only + web tools)
• Each agent uses WebSearch, WebFetch, and project file reads
• Agents produce structured findings with sources and confidence levels
• This is the main work layer — expect 70% of effort here

Layer 2: Compilation

• **Mode:** `default`
• technical-writer compiles all L1 findings into a unified research document
• Structure: Summary → Analysis by Angle → Cross-Cutting Themes → Recommendation
• Deduplicates and resolves conflicting findings

**Toolkit integration:**

• Check team:toolkit.md for document compilation tools if producing a formal research report
• If outputting to Confluence, check "Confluence Publishing" entry for API notes

Layer 3: Accuracy Check

L3 domain-accuracy verifies:

• Source URLs are valid and claims match sources
• Technical claims are accurate
• No outdated information presented as current

Layer 4: Strategic Synthesis

Principal produces:

• Executive summary for decision-makers
• Ranked recommendations with trade-offs
• Identified unknowns and suggested next steps

GSD Integration

N/A — Research is project-context-independent.