xiaohongshu
xiaohongshu
gemini-system
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, documentatio...
Full skill instructions
Gemini CLI (gemini-3-pro-preview) is your research specialist with 1M token context.
상세규칙:
.claude/rules/gemini-delegation.md
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 |
| Task | Gemini | Codex |
|---|---|---|
| 리포지토리 전체 이해 | ✓ | |
| 라이브러리 조사 | ✓ | |
| 멀티모달(PDF/동영상/음성) | ✓ | |
| 최신 문서 검색 | ✓ | |
| 디자인 판단 | ✓ | |
| 디버그 | ✓ | |
| 코드 구현 | ✓ |
| 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" |
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).
For quick questions expecting brief answers:
gemini -p "Brief question" 2>/dev/null
# 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
.claude/docs/research/{topic}.mdSave Gemini research results to:
.claude/docs/research/{topic}.md
This allows Claude and Codex to reference the research later.
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
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
See: references/lib-research-task.md
# 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
| Workflow | Steps |
|---|---|
| New feature | Gemini research → Codex design review |
| Library choice | Gemini comparison → Codex decision |
| Bug investigation | Gemini codebase search → Codex debug |
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