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/research-workflow

@99a8797
by J Wyniajwynia/agent-skills160 stars
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Guide agents through structured research including planning, multi-query execution, source analysis, and synthesis. Use for comprehensive topic research, deep investigation, or creating research reports. Keywords: research, investigate, deep dive, comprehensive, analysis, synthesis, report.

Use this Skill: https://skilld.dev/gh/jwynia/agent-skills/research-workflow

This session only. Nothing lands on disk.

referencesoutput-formats.md

≈1.3k tokens on demand. Your agent reads this file only when SKILL.md points to it.

Output Formats

Detailed specifications for research output formats.

Choosing the Right Format

Format Best For Length Time
Executive Summary Quick decisions 1-2 paragraphs 5 min
Key Findings Status updates 5-10 bullet points 10 min
Full Report Documentation 1-5 pages 30+ min
Comparison Table Option evaluation 1 page 15 min
Action Plan Implementation 1-2 pages 20 min

Executive Summary Format

When to use: Stakeholders need quick overview for decisions

Structure:

## Executive Summary: [Topic]

**Key Finding**: [One sentence main conclusion]

**Supporting Points**:
- [Point 1]
- [Point 2]
- [Point 3]

**Recommendation**: [What to do next]

**Confidence**: [High/Medium/Low]

Example:

## Executive Summary: API Rate Limiting Approaches

**Key Finding**: Token bucket algorithm is the industry standard
for its balance of simplicity and fairness.

**Supporting Points**:
- Used by major providers (Stripe, GitHub, AWS)
- Handles burst traffic gracefully
- Easy to implement and explain to users

**Recommendation**: Implement token bucket with per-user quotas

**Confidence**: High (strong consensus across sources)

Key Findings Format

When to use: Quick communication of research results

Structure:

## Key Findings: [Topic]

### Summary
[2-3 sentence overview]

### Findings

1. **[Finding Title]**
   [Brief explanation]
   *Source: [Attribution]*

2. **[Finding Title]**
   [Brief explanation]
   *Source: [Attribution]*

### Gaps/Uncertainties
- [What couldn't be determined]

Full Report Format

When to use: Comprehensive documentation needed

Structure:

# Research Report: [Topic]

## Executive Summary
[Condensed version for quick reading]

## Research Question
[What you set out to discover]

## Methodology
- Queries executed: [count]
- Sources reviewed: [count]
- Time period: [dates]
- Search tools used: [tools]

## Findings

### [Theme 1]
[Detailed findings with evidence]

**Source Analysis**:
| Source | Type | Credibility | Key Contribution |
|--------|------|-------------|------------------|
| [Name] | [Type] | [Level] | [What it added] |

### [Theme 2]
[Repeat structure]

## Analysis

### Consensus Points
[Where sources agree]

### Conflicts
[Where sources disagree]

### Patterns
[Trends or relationships observed]

## Limitations
[What this research couldn't cover]

## Recommendations
1. [Recommendation with rationale]
2. [Recommendation with rationale]

## Further Research
[Questions that remain unanswered]

## Sources
[Complete list of sources consulted]

Comparison Table Format

When to use: Evaluating multiple options

Structure:

## Comparison: [Options Being Compared]

### Quick Summary
[1 paragraph overview of conclusion]

### Comparison Matrix

| Criteria | [Option A] | [Option B] | [Option C] |
|----------|------------|------------|------------|
| [Criterion 1] | [Rating/Value] | [Rating/Value] | [Rating/Value] |
| [Criterion 2] | [Rating/Value] | [Rating/Value] | [Rating/Value] |
| [Criterion 3] | [Rating/Value] | [Rating/Value] | [Rating/Value] |

### Detailed Analysis

#### [Option A]
**Pros**: [List]
**Cons**: [List]
**Best for**: [Use case]

#### [Option B]
[Repeat structure]

### Recommendation
[Which option and why, with caveats]

Action Plan Format

When to use: Research needs to lead to implementation

Structure:

## Action Plan: [Topic/Goal]

### Background
[Brief context from research]

### Objective
[What this plan aims to achieve]

### Recommended Actions

#### Phase 1: [Name] (Immediate)
- [ ] Action item 1
- [ ] Action item 2
- [ ] Action item 3

**Dependencies**: [What's needed]
**Risks**: [What could go wrong]

#### Phase 2: [Name] (Short-term)
[Repeat structure]

### Success Metrics
- [How to measure success]

### Resources Required
- [What's needed to execute]

### Decision Points
- [When to reassess]

Markdown Formatting Tips

Headers

Use consistent hierarchy:

  • # for report title (once)
  • ## for major sections
  • ### for subsections
  • #### sparingly for details

Emphasis

  • Bold for key terms and findings
  • Italic for sources and asides
  • Code for technical terms

Lists

  • Use bullet points for unordered items
  • Use numbered lists for sequences/priorities
  • Use task lists - [ ] for action items

Tables

  • Keep columns under 50 characters
  • Align numbers right when possible
  • Use for comparisons and structured data

Quotes

Use blockquotes for:

  • Direct quotes from sources
  • Key statistics
  • Important callouts
> "85% of developers prefer URL-based API versioning"
> — Developer Survey 2024

Quality Checklist for Outputs

Before delivering any output:

  • Format matches the purpose
  • Structure is consistent throughout
  • Key findings are prominent
  • Evidence is cited
  • Confidence levels are indicated
  • Limitations are acknowledged
  • Next steps are clear
  • Formatting is clean and readable

Source: SKILL.md on GitHub

2 warnings14d5 checks · Risk SAFE
  • Gen Agent Trust Hub14d

    The research-workflow skill is a comprehensive, documentation-based framework that guides AI agents through a structured research process. It provides templates for planning, executing searches, analyzing sources, and synthesizing reports. The skill is instructional and does not contain any malicious code, obfuscated content, or unauthorized system access attempts.

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    No alerts

  • Snyk14d

    Risk: MEDIUM · 1 issue

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  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at 99a8797. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 2 months ago.

Dormantupdated 8 months ago
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Designed for Claude Code and similar products. Web search capability required.
Other metadata
metadata
{
  "author": "agent-skills",
  "version": "1.0",
  "type": "orchestrator",
  "mode": "assistive",
  "domain": "research"
}

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