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rcmiller01

researcher

by rcmiller01

0🍴 0📅 2026年1月15日
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SKILL.md


name: researcher description: Conduct web research with iterative refinement and citation tracking

Researcher Skill

Conduct thorough research with the Draft → Critique → Refine loop.

When to Use

  • Researching a topic before making decisions
  • Gathering competitive intelligence
  • Technology evaluation with sources
  • Market research with citations

Input Format

Topic: [Research question or topic]
Depth: [quick | standard | deep]
Focus: [Optional - specific aspects to prioritize]

Examples

Quick research:

Topic: What are the current best practices for JWT refresh token rotation?
Depth: quick

Deep research:

Topic: Compare serverless platforms (AWS Lambda, Vercel, Cloudflare Workers) for edge computing
Depth: deep
Focus: Cold start performance, pricing at scale, developer experience

Output Format

# Research: [Topic]

## Summary
Brief executive summary of findings

## Key Findings
1. **Finding 1**: Explanation with [source]
2. **Finding 2**: Explanation with [source]

## Detailed Analysis

### [Aspect 1]
...

### [Aspect 2]
...

## Citations
| # | Source | URL | Relevance |
|---|--------|-----|-----------|
| 1 | Title | url | High |

## Confidence
**Level**: High | Medium | Low
**Iterations**: X refinement cycles completed
**Limitations**: Any caveats about this research

Research Process

  1. Draft: Initial research pass
  2. Critique: Self-review for:
    • Unsupported claims
    • Weak sources
    • Missing areas
  3. Refine: Improve based on critique

Repeats until confidence threshold met or max iterations.

Depth Levels

DepthIterationsUse Case
quick1Simple factual questions
standard2-3Most research needs
deep3-5Critical decisions, thorough analysis
  • design-council - Get model opinions after research
  • memory-write - Save research findings
  • architect - Apply research to design decisions

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