Conduct systematic research with confidence scoring, source validation, and structured reporting for technology decisions and codebase analysis. Use for complex research tasks, technology selection, or best practice discovery.
Activate this skill when:
Primary Sources (Highest priority)
Authoritative Sources
Community Sources
Experimental Sources (Use with caution)
Assign to ALL findings:
| Level | Range | Criteria |
|---|---|---|
| HIGH | 90-100% | Multiple authoritative sources agree, widely adopted |
| MEDIUM | 60-89% | Good documentation, some adoption, minor disagreements |
| LOW | 30-59% | Limited sources, conflicting information |
| SPECULATIVE | <30% | Educated guess, no direct sources |
# Research Report: [Topic]
## Executive Summary
[2-3 paragraphs: key findings, recommendation, confidence]
## Research Questions
1. [Question 1]
2. [Question 2]
## Key Findings
### Finding 1: [Title]
**Confidence**: HIGH/MEDIUM/LOW
**Sources**: [List with links]
[Detailed explanation]
**Implications**: [How this affects decisions]
## Comparative Analysis
| Aspect | Option A | Option B |
|--------|----------|----------|
| Performance | Details | Details |
| Learning Curve | Details | Details |
## Best Practices
1. **[Practice]**: Why, Source, Adoption level
## Risks and Concerns
- **Risk**: Severity, Likelihood, Mitigation
## Knowledge Gaps
- **Gap**: Impact, How to address
## Recommendations
[Clear, actionable recommendations with confidence levels]
## Overview
- Purpose: [One sentence]
- Maturity: Stable/Beta/Experimental
- Last commit: [Date]
- License: [Type]
## Technical Assessment
- Performance: [Benchmarks]
- Bundle Size: [KB]
- Dependencies: [Count, quality]
## Developer Experience
- Documentation: Excellent/Good/Fair/Poor
- TypeScript: Built-in/DefinitelyTyped/None
- Learning Curve: Steep/Moderate/Gentle
## Verdict
**Recommendation**: Use/Don't Use/Conditional
**Confidence**: HIGH/MEDIUM/LOW
**When to Use**: [Scenarios]
**When to Avoid**: [Scenarios]
For each topic, answer:
Current State
Best Practices
Trade-offs
Risks
❌ Single Source Syndrome
❌ Premature Implementation
❌ Missing Confidence Levels
❌ Outdated Information
See AgentUsage/research_workflow.md for complete documentation including: