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deep-research

Multi-source deep research — search, synthesize, and deliver cited reports. Use when the user wants thorough research on any topic with evidence and citations.

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Atualizado há 4 meses

Ver no GitHub ↗ Licença: MIT

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Ler descrição completa

Deep Research

Conduct multi-source research — search across sources, synthesize findings, and produce structured, cited reports.

Usage Template

Prompt

Use deep-research on this question. Define scope, gather multiple sources, compare evidence, and produce a cited synthesis with confidence levels.

Use Case

  • Answering a decision-relevant question where freshness, evidence quality, or competing claims matter.

Expected Result

  • The agent returns a sourced report with key findings, disagreements, confidence ratings, and recommended next steps.

Output Example

  • An evidence table, synthesis summary, confidence levels, open questions, and action recommendation.

Verification Case

  • Claims are tied to sources, dates are explicit when relevant, and uncertainty is separated from conclusions.

Verified Effect

  • A broad research question becomes a sourced synthesis with confidence levels and decision-relevant gaps.

When to Use

  • User says "research X for me" or "deep dive into X"
  • User needs a comprehensive overview of a topic
  • Comparing multiple viewpoints or sources
  • Before making a significant decision that requires evidence

Workflow

Phase 1: Scope Definition

BEFORE searching, define:

1. Core question: What exactly are we researching?
2. Confidence target: Casual overview vs. authoritative reference?
3. Depth: 3 sources (quick) | 10 sources (standard) | 20+ sources (deep)
4. Constraints: Recent only? Specific domains? Specific languages?

Phase 2: Multi-Source Collection

Collect sources across different types for balanced coverage:

| Type | Purpose | |------|---------| | Primary sources | Original research, official docs | | Expert commentary | Analysis and interpretation | | Contrarian views | Challenge assumptions | | Data/evidence | Quantitative support |

For each source captured:

  • Extract key claims with source attribution
  • Note confidence level and potential bias
  • Flag contradictions between sources

Phase 3: Synthesis

Organize findings into a structured synthesis:

1. Executive Summary — 3 bullet points max
2. Key Findings — what the evidence says
3. Points of Agreement — where sources converge
4. Points of Disagreement — where sources diverge
5. Gaps — what isn't known or is uncertain
6. Sources — full list with citations

Phase 4: Output

Write the research output with:

  • Clear attribution for each claim (Source: [[source]])
  • Confidence markers (high/medium/low) for each finding
  • Recommendation or next steps

Research Quality Standards

| Confidence | Evidence Required | |-----------|------------------| | High | ≥3 independent sources, or 1 authoritative primary source | | Medium | 2 sources, or 1 source with reasonable authority | | Low | 1 source, unverified claim | | Speculative | No source — clearly marked as inference |

Quality Gates

  • [ ] Research scope defined before collection
  • [ ] ≥3 sources collected (or specified depth)
  • [ ] Contradictions flagged
  • [ ] Each finding has confidence marker
  • [ ] Output saved to wiki outputs/
  • [ ] Sources list complete with citations
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