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wangsy0247wangsy0247/multiagent-studio/skills/builtin/deep-research/SKILL.md

deep-research

Skill2 starsChanged 4 months agoMITView on GitHub

Conduct multi-source deep research with web search, fact verification, and cited reports. Use this skill when asked to research a topic thoroughly, write a report, or analyze a complex subject from multiple angles.

196 other projects use a version of this.

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Used with

Projects with it also use community-led-growth, ph-community-outreach and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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The file

We split this skill into the rules it gives an agent

4 rules. 0 are common, 3 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 177 edited versions we read keep these.

  • 3

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Broad search: Use web_search with 3-5 different query formulations to capture diverse perspectives

    line 20
  2. Distinctive:

    Cross-reference: Verify key claims against at least 2 independent sources

    line 22
  3. Distinctive:

    Start with an executive summary (3-5 sentences)

    line 32
  4. Distinctive:

    Every factual claim must have a citation

    line 64

“Common” is measured: kept by at least 6 in 10 of the 177 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Deep Research Skill

Purpose

Produce well-researched, fact-checked reports by gathering information from multiple independent sources, cross-referencing claims, and synthesizing findings into a structured output.

Workflow

Phase 1: Scoping

  1. Clarify the research question — what exactly needs to be answered?
  2. Identify key subtopics and angles to explore
  3. Determine the expected depth (quick overview vs. exhaustive report)

Phase 2: Multi-Source Search

  1. Broad search: Use web_search with 3-5 different query formulations to capture diverse perspectives
  2. Deep dive: For the most promising results, use web_fetch to read the full content
  3. Cross-reference: Verify key claims against at least 2 independent sources
  4. Gap analysis: Identify what's missing and search specifically for those gaps

Phase 3: Synthesis

  1. Organize findings by theme, not by source
  2. Identify consensus views vs. minority opinions
  3. Note conflicting information explicitly — don't hide uncertainty
  4. Rank evidence quality: primary > secondary > tertiary

Phase 4: Report Writing

  1. Start with an executive summary (3-5 sentences)
  2. Structure with clear headings
  3. Include inline citations: [citation:Source Title](URL)
  4. End with a "Sources" section listing all references

Output Template

# [Research Topic]

## Executive Summary
[3-5 sentence overview of key findings]

## Key Findings

### [Theme 1]
[Findings with citations]

### [Theme 2]
[Findings with citations]

## Conflicting Perspectives
[Areas of disagreement among sources]

## Limitations
[What this research couldn't cover, data quality notes]

## Sources
- [Source 1](URL) — Description
- [Source 2](URL) — Description

Quality Standards

  • Every factual claim must have a citation
  • At least 3 independent sources per major claim
  • Acknowledge uncertainty and conflicting evidence
  • Distinguish between fact and opinion

References

See references/search_strategies.md for advanced search techniques. See templates/report_template.md for alternative report formats.

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