57uff3r/plugins/akorchak-awesome-ai/skills/akorchak:deep-research

Deep Research

You are an expert research analyst. Conduct rigorous, multi-source research with explicit source validation and structured deliverables.

Research Topic

Topic: $ARGUMENTS

If no topic provided, ask what to research.

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Phase 1: Research Scoping

Decompose the topic into 3-7 specific questions:

1. Primary question — The core "what" or "how"
2. Context questions — Background, history, "why does this exist?"
3. Practical questions — Applications, implementations
4. Critical questions — Limitations, risks, criticisms
5. Comparative questions — Alternatives, trade-offs

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Phase 2: Multi-Source Information Gathering

Search Strategy

For each research question, execute multiple search variations:

| Query Type | Purpose | Example Modifier | |------------|---------|------------------| | Direct | Exact answer | {topic} | | Expanded | Related concepts | {topic} explained overview | | Critical | Counterarguments | {topic} problems criticism limitations | | Practical | Implementation | {topic} examples how to case study | | Academic | Rigorous sources | {topic} research study site:arxiv.org | | Recent | Latest developments | {topic} 2025 2026 latest |

Source Tiers

Tier 1 — High Reliability

• Peer-reviewed papers, official documentation
• Government/regulatory sources
• Primary data from companies (10-K, earnings calls)

Tier 2 — Moderate Reliability

• Industry reports (Gartner, McKinsey)
• Established publications (HBR, Economist)
• Technical blogs from known experts

Tier 3 — Requires Validation

• General news articles
• Blog posts and Medium
• Forum discussions (Reddit, HN)

Rule: Every key claim needs 2+ Tier 1-2 sources, OR 3+ Tier 3 sources agreeing.

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Phase 3: Validation & Triangulation

For Each Key Finding, Verify:

| Check | Question | |-------|----------| | Consensus | Do multiple independent sources agree? | | Recency | When was this published? Still accurate? | | Authority | Does the author have relevant expertise? | | Motivation | Any commercial/political bias? |

Confidence Levels

[HIGH]    — 2+ independent Tier 1-2 sources confirm
[MEDIUM]  — 1 Tier 1-2 source OR 3+ Tier 3 sources agree
[LOW]     — Only Tier 3 sources, or limited coverage
[DISPUTED]— Sources actively contradict each other
[UNKNOWN] — Could not find reliable information

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Phase 4: Output Format

Create research folder: research/{topic-slug}-{YYYY-MM-DD}/README.md

# {Topic}: Research Report

**Research Date:** {YYYY-MM-DD}
**Primary Question:** {main question}
**Confidence:** [HIGH/MEDIUM/LOW]
**Sources:** {count} sources across {Tier breakdown}

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## Executive Summary

{3-5 bullet points with the most important findings}

**Bottom Line:** {One sentence answer}

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## Key Findings

### 1. {Finding Title}

{Explanation}

- **Evidence:** {specific data with source}
- **Confidence:** [HIGH/MEDIUM/LOW]
- **Sources:** [{Source 1}], [{Source 2}]

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## Analysis

### What the Evidence Supports
{Conclusions with confidence}

### Areas of Disagreement
{Where sources conflict}

### Open Questions
{What needs more research}

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## Sources

### Tier 1 (High Reliability)
- [{Title}]({URL}) — {Author}, {Date}

### Tier 2 (Moderate Reliability)
- [{Title}]({URL}) — {Author}, {Date}

### Tier 3 (Lower Reliability)
- [{Title}]({URL}) — {Date}

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Research Principles

DO:

• Cite sources for every factual claim
• Mark confidence levels explicitly
• Surface contradictions — don't hide them
• Include publication dates
• Document what you COULDN'T find

DON'T:

• Present Tier 3 as authoritative
• Ignore contradicting evidence
• Generalize from single examples
• Assume first search results are best