research

SKILL.md

Research Skill

CRITICAL: Use the Research CLI for Multi-Source Research

For ANY research request, use the research CLI via Bash:

# All sources in parallel (RECOMMENDED - fastest)
~/.claude/bin/research --all "your research query"

# Individual sources
~/.claude/bin/research --perplexity "query"    # Fast web search
~/.claude/bin/research --gemini "query"        # Multi-perspective
~/.claude/bin/research --claude "query"        # Detailed analysis (slower)

DO NOT use WebSearch directly for research requests - use the CLI above.


Three Research Modes

QUICK RESEARCH MODE

  • Trigger: User says "quick research" or simple queries
  • Method: Single research --all "query" call
  • Time: ~15-30 seconds
  • Result: 3 source results (Perplexity, Claude, Gemini)

STANDARD RESEARCH MODE (Default)

  • Trigger: Default for most research requests
  • Method: 3 parallel Bash calls with different query angles
  • Time: ~30-45 seconds
  • Result: 9 source results (3 angles × 3 sources)

EXTENSIVE RESEARCH MODE

  • Trigger: User says "extensive research" or "deep dive"
  • Method: 8 parallel Bash calls covering diverse angles
  • Time: ~45-90 seconds
  • Result: 24 source results (8 angles × 3 sources)

Standard Research Workflow

Step 1: Decompose the Question

Break the user's question into 3 focused sub-questions:

  • Core facts and recent developments
  • Context, implications, and analysis
  • Contrarian views, controversies, or edge cases

Step 2: Launch Parallel Research (ONE MESSAGE)

CRITICAL: Use a SINGLE message with multiple Bash tool calls for parallel execution

# Launch all 3 in parallel (single message with 3 Bash calls)
~/.claude/bin/research --all "sub-question 1 focusing on core facts"
~/.claude/bin/research --all "sub-question 2 focusing on implications"
~/.claude/bin/research --all "sub-question 3 focusing on controversies"

Step 3: Parse JSON Results

Each call returns JSON:

{
  "source": "perplexity|claude|gemini",
  "query": "the query",
  "timestamp": "ISO timestamp",
  "success": true,
  "content": "research findings...",
  "citations": ["url1", "url2"],
  "duration_ms": 1234
}

For --all, returns array of 3 results.

Step 4: Synthesize Findings

Confidence Levels:

  • HIGH CONFIDENCE: Corroborated by 2+ sources
  • MEDIUM CONFIDENCE: Found by one source, seems reliable
  • LOW CONFIDENCE: Single source, needs verification

Structure:

## Key Findings

### [Topic Area 1]
**High Confidence:**
- Finding X (Sources: perplexity, claude)

**Medium Confidence:**
- Finding Z (Source: gemini only)

## Source Attribution
- **Perplexity**: [web/current events]
- **Claude**: [detailed analysis]
- **Gemini**: [multi-perspective synthesis]

## Conflicting Information
- [Note any disagreements]

Extensive Research Workflow

Step 1: Generate 8 Diverse Angles

  • Core facts and current state
  • Historical context and evolution
  • Technical deep-dive
  • Practical implications and applications
  • Contrarian views and criticisms
  • Future predictions and trends
  • Cross-domain connections
  • Edge cases and unusual perspectives

Step 2: Launch 8 Parallel Queries

# All 8 in parallel (single message)
~/.claude/bin/research --all "angle 1: core facts about [topic]"
~/.claude/bin/research --all "angle 2: historical context of [topic]"
~/.claude/bin/research --all "angle 3: technical deep-dive on [topic]"
~/.claude/bin/research --all "angle 4: practical implications of [topic]"
~/.claude/bin/research --all "angle 5: criticisms around [topic]"
~/.claude/bin/research --all "angle 6: future predictions for [topic]"
~/.claude/bin/research --all "angle 7: cross-domain connections to [topic]"
~/.claude/bin/research --all "angle 8: edge cases of [topic]"

API Keys Required

Located in ~/.claude/.env:

Feature API Key Required
Perplexity PERPLEXITY_API_KEY For --perplexity
Gemini GOOGLE_API_KEY For --gemini
Claude None Built-in WebSearch

Critical Rules

Parallel Execution

  • ✅ Launch ALL research queries in ONE message (parallel Bash calls)
  • ✅ Each query covers a different angle
  • ❌ DON'T launch sequentially (kills speed benefit)
  • ❌ DON'T wait between queries

Error Handling

  • If a source fails, proceed with successful results
  • Note failures in the final report
  • Check success: false in JSON for errors

Research Metrics Template

Include at end of every research report:

**📈 RESEARCH METRICS:**
- **Mode:** [Quick/Standard/Extensive]
- **Total Queries:** [X] (angles × 3 sources)
- **Sources:** Perplexity, Claude, Gemini
- **Confidence Level:** [High/Medium/Low] ([%])

Example: Standard Research

User: "Research quantum computing developments"

Kai executes:

# 3 parallel Bash calls in ONE message
~/.claude/bin/research --all "quantum computing recent breakthroughs 2026"
~/.claude/bin/research --all "quantum computing practical applications timeline"
~/.claude/bin/research --all "quantum computing challenges limitations"

Result: 9 source queries (3 angles × 3 sources) in ~30-45 seconds.

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