Gemini System

---
name: gemini-system
description: |
  PROACTIVELY consult Gemini CLI for research, large codebase comprehension,
  and multimodal data processing. Gemini excels at: massive context windows (1M tokens),
  Google Search grounding, video/audio/PDF analysis, and repository-wide understanding.
  Use for pre-implementation research, documentation analysis, and multimodal tasks.
  Explicit triggers: "research", "investigate", "analyze video/audio/PDF", "understand codebase".
metadata:
  short-description: Claude Code ↔ Gemini CLI collaboration (research & multimodal)
---

# Gemini System — Research & Multimodal Specialist

**Gemini CLI (gemini-3-pro-preview) is your research specialist with 1M token context.**

> **상세규칙**: `.claude/rules/gemini-delegation.md`

## Context Management (CRITICAL)

**서브에이전트 경유 권장한다**. Gemini 출력은 커지기 쉽기 때문에.

| 상황 | 방법 |
|------|------|
|코드 기반 분석 | 하위 에이전트를 통해(권장) |
| 라이브러리 조사 | 서브 에이전트를 통해 (권장) |
| 멀티모달 | 서브에이전트 경유(권장) |
| 짧은 질문 (1-2 문 답변) | 직접 호출 확인 |

## Gemini vs Codex

| Task | Gemini | Codex |
|------|--------|-------|
|**리포지토리 전체 이해**|✓| |
|**라이브러리 조사**|✓| |
|**멀티모달(PDF/동영상/음성)**|✓| |
|**최신 문서 검색**|✓| |
|**디자인 판단**| |✓|
|**디버그** | |✓|
|**코드 구현** | |✓|

## When to Consult (MUST)

| Situation | Trigger Examples |
|-----------|------------------|
| **Research** | "검색" "리서치" / "Research" "Investigate" |
| **Library docs** | "라이브러리" "문서" / "Library" "Docs" |
| **Codebase analysis** | "코드베이스 전체" / "Entire codebase" |
| **Multimodal** | "PDF" "동영상" "음성" / "PDF" "Video" "Audio" |

## When NOT to Consult

- Design decisions (use Codex)
- Debugging (use Codex)
- Code implementation (use Codex)
- Simple file operations (do directly)

## How to Consult

### Recommended: Subagent Pattern

**Use Task tool with `subagent_type='general-purpose'` to preserve main context.**

```
Task tool parameters:
- subagent_type: "general-purpose"
- run_in_background: true (optional, for parallel work)
- prompt: |
    Research: {topic}

    gemini -p "{research question}" 2>/dev/null

    Save full output to: .claude/docs/research/{topic}.md
    Return CONCISE summary (5-7 bullet points).
```

### Direct Call (Short Questions Only)

For quick questions expecting brief answers:

```bash
gemini -p "Brief question" 2>/dev/null
```

### CLI Options Reference

```bash
# Codebase analysis
gemini -p "{question}" --include-directories . 2>/dev/null

# Multimodal (PDF/video/audio)
gemini -p "{prompt}" < /path/to/file.pdf 2>/dev/null

# JSON output
gemini -p "{question}" --output-format json 2>/dev/null
```

### Workflow (Subagent)

1. **Spawn subagent** with Gemini research prompt
2. **Continue your work** → Subagent runs in parallel
3. **Receive summary** → Subagent returns key findings
4. **Full output saved** → `.claude/docs/research/{topic}.md`

## Language Protocol

1. Ask Gemini in **English**
2. Receive response in **English**
3. Synthesize and apply findings
4. Report to user in **Korean**

## Output Location

Save Gemini research results to:
```
.claude/docs/research/{topic}.md
```

This allows Claude and Codex to reference the research later.

## Task Templates

### Pre-Implementation Research

```bash
gemini -p "Research best practices for {feature} in Python 2025.
Include:
- Common patterns and anti-patterns
- Library recommendations (with comparison)
- Performance considerations
- Security concerns
- Code examples" 2>/dev/null
```

### Repository Analysis

```bash
gemini -p "Analyze this repository:
1. Architecture overview
2. Key modules and responsibilities
3. Data flow between components
4. Entry points and extension points
5. Existing patterns to follow" --include-directories . 2>/dev/null
```

### Library Research

See: `references/lib-research-task.md`

### Multimodal Analysis

```bash
# Video
gemini -p "Analyze video: main concepts, key points, timestamps" < tutorial.mp4 2>/dev/null

# PDF
gemini -p "Extract: API specs, examples, constraints" < api-docs.pdf 2>/dev/null

# Audio
gemini -p "Transcribe and summarize: decisions, action items" < meeting.mp3 2>/dev/null
```

## Integration with Codex

| Workflow | Steps |
|----------|-------|
| **New feature** | Gemini research → Codex design review |
| **Library choice** | Gemini comparison → Codex decision |
| **Bug investigation** | Gemini codebase search → Codex debug |

## Why Gemini?

- **1M token context**: Entire repositories at once
- **Google Search**: Latest information and docs
- **Multimodal**: Native PDF/video/audio processing
- **Fast exploration**: Quick overview before deep work
- **Shared context**: Results saved for Claude/Codex