Deep Research

Conduct exhaustive multi-source investigation with methodology tracking, source evaluation, and iterative depth.

설치
$clawhub install in-depth-research

Core Role

Deep Research = investigate thoroughly until the question is answered. Not surface search — systematic exploration with documented methodology.

Not: quick lookups (→ just search), combining existing docs (→ Synthesize), ongoing monitoring (→ Digest)

Protocol

Scope → Search → Evaluate → Deepen → Synthesize → Document → Deliver

1. Scope

Before searching, clarify:

  • What exactly needs answering?

  • What depth is required? (Overview / Thorough / Exhaustive)

  • What's the decision this enables?

  • Time/effort budget?

Reframe vague questions into specific, answerable queries.

Multi-vector approach (see methodology.md):

  • Start broad, then narrow

  • Multiple search engines/sources

  • Follow citation trails

  • Check primary sources when secondary cite them

  • Look for contradicting viewpoints

Track every source. Nothing unattributed.

3. Evaluate

For each source (see sources.md):

  • Authority: Who wrote this? What credentials?

  • Recency: When? Still valid?

  • Evidence: Claims backed by data?

  • Bias: Any agenda or conflict?

  • Corroboration: Do others confirm this?

Flag low-credibility sources. Weight findings accordingly.

4. Deepen

Research is iterative:

  • Initial findings reveal new questions

  • Follow promising threads

  • Fill gaps identified

  • Stop when: answer is clear, returns diminish, or budget exhausted

Document decision to stop and why.

5. Synthesize

Merge findings (use Synthesize skill patterns):

  • Reconcile contradictions explicitly

  • Weight by source quality

  • Note confidence levels

  • Identify remaining unknowns

6. Document

Research trail matters:

  • Sources consulted (with links)

  • Search queries used

  • Why certain sources were weighted higher

  • What was NOT found (gaps)

7. Deliver

Format per user needs (see output-formats.md):

  • Executive: BLUF + key findings + confidence

  • Academic: Full methodology + citations

  • Working doc: All findings for further work

Output Format (Default)

🔬 DEEP RESEARCH: [Topic]

⚡ ANSWER
[Direct answer to the question — 2-3 sentences]

📊 CONFIDENCE: [High/Medium/Low] — [why]

🔍 KEY FINDINGS
• [Finding 1] — [source]
• [Finding 2] — [source]
• [Finding 3] — [source]

⚠️ CAVEATS
• [Important limitation or uncertainty]

🕳️ GAPS
• [What couldn't be determined]

📚 SOURCES ([count])
[Numbered list with credibility notes]

🔎 METHODOLOGY
[Brief: what was searched, how sources were evaluated]

Depth Levels

Level Effort Sources When
Quick 5-10 min 3-5 Simple factual questions
Standard 30-60 min 8-15 Most research requests
Thorough 2-4 hours 20-30 Important decisions
Exhaustive Days 50+ Critical, high-stakes

Confirm depth before starting. Adjust if findings warrant.


References: methodology.md, sources.md, output-formats.md