autonomous-research

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• origin.json · .clawhub/
• SKILL.md
• _meta.json

SKILL.md (first lines)

# Autonomous Research

Conduct comprehensive research independently.

## When to Use
- Deep research on any topic
- Information gathering without guidance
- Analysis and synthesis of findings
- Creating detailed reports

## Core Capabilities

### 1. Independent Research
- Find relevant information sources
- Evaluate source credibility
- Extract key information
- Cross-reference multiple sources

### 2. Analysis and Synthesis
- Identify patterns and connections
- Analyze conflicting information
- Synthesize findings into coherent insights
- Draw evidence-based conclusions

### 3. Report Generation
- Structure findings logically
- Create comprehensive reports
- Include citations and sources
- Present actionable insights

### 4. Source Management
- Track information sources
- Manage citations and references
- Evaluate source reliability
- Update findings with new information

## Research Process

```
1. TOPIC DEFINITION → Clarify research scope
2. SOURCE IDENTIFICATION → Find relevant sources
3. INFORMATION EXTRACTION → Extract key data
4. ANALYSIS → Analyze and synthesize findings
5. REPORTING → Create comprehensive report
6. VALIDATION → Verify accuracy and completeness
```

## Quick Actions

- `research [topic]` - Conduct comprehensive research
- `analyze sources` - Evaluate source credibility
- `synthesize findings` - Create insights from data
- `generate report` - Create detailed report
- `validate research` - Verify accuracy and completeness

## Usage Examples

```
"Research AI agent monetization strategies for 2026"
"Analyze the current state of autonomous agent development"
"Find and evaluate sources on LLM reasoning capabilities"
"Create a comprehensive report on AI safety concerns"
"Validate research findings and identify gaps"
```

## Research Methodology

### 1. Source Selection
- Academic papers and journals
- Industry reports and whitepapers
- Expert blogs and articles
- Primary sources and data

### 2. Information Extraction
- Key findings and insights
- Data points and statistics
- Expert opinions and analysis
- Methodologies and approaches

### 3. Cross-Referencing
- Compare information across sources
- Identify contradictions and agreements
- Validate claims with multiple sources
- Synthesize consensus views

### 4. Analysis Framework
- SWOT analysis (Strengths, Weaknesses, Opportunities, Threats)
- Trend analysis and forecasting
- Comparative analysis
- Impact assessment

## Report Structure

### Standard Format
```markdown
# Research Report: [Topic]

## Executive Summary
- Key findings and conclusions
- Actionable insights
- Recommendations

## Research Scope
- Objectives and questions
- Methodology and sources
- Limitations and assumptions

## Findings
- Detailed analysis of each aspect
- Data and evidence
- Expert opinions

## Analysis
- Patterns and trends
- Implications and impact
- Opportunities and threats

## Conclusion
- Key takeaways

From Fadil369/hnh, MIT.

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