Validate custom agent file format and structure. Use after creating or editing an agent, before committing agent changes, or when an agent fails to load.
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Delegate long-context analysis, research, and large-document summarization to Google Gemini CLI (1M-token context) via non-interactive `gemini -p`, preserving Claude context. Use when the user says 'use gemini'/'hand off to gemini' or a task needs 100K+ tokens of context.
中文简介正在准备中。当前显示原文说明。
安装前可以查看交给 AI 代理的指令内容。
Delegate tasks to Google Gemini CLI to save Claude context.
| Use Gemini For | Keep in Claude |
|---|---|
| Long document analysis | Complex coding |
| Multimodal tasks | Architecture decisions |
| Research and summarization | Multi-step workflows |
| Large file comprehension | Problem analysis |
# Install Gemini CLI (Google)
npm install -g @google/gemini-cli
# Or via: https://github.com/google-gemini/gemini-cli
## Task for Gemini
**Goal**: [What needs to be done]
**Files**: [Which files to analyze]
**Output**: [What format to return]
Pass the prompt with -p (non-interactive). Reference files or directories inline with @<path>, or pipe content via stdin. There is no -f flag.
# Analyze a directory (@ reads it recursively)
gemini -p "Summarize the components in @src/"
# Research task (no file context)
gemini -p "Research best practices for [topic]"
# Document analysis (single file via @)
gemini -p "Extract key points from @docs/spec.md"
# Large or generated context via stdin
cat docs/spec.md | gemini -p "Extract key points"
Note: A
src/**/*.ts-style glob only expands if the shell has globstar enabled (shopt -s globstarin bash). Prefer a directory reference like@src/, which Gemini reads recursively without relying on shell globbing.
## Task: Research API Best Practices
**Command:**
gemini -p "Research REST API versioning strategies. Summarize pros/cons."
**After:**
- Review research
- Share relevant findings
- Implement chosen strategy
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Validate custom agent file format and structure. Use after creating or editing an agent, before committing agent changes, or when an agent fails to load.
中文简介正在准备中。当前显示原文说明。
Generate custom agent from template. Use when creating a new subagent from scratch, or scaffolding an agent file with correct frontmatter.
中文简介正在准备中。当前显示原文说明。
List all available agents (core, expert, self-evolving). Use when the user asks what agents are available or runs /agents.
中文简介正在准备中。当前显示原文说明。
TDD-based autonomous development loop with checkpoint recovery and observability changelog
中文简介正在准备中。当前显示原文说明。
View and manage the runtime changelog for observability
中文简介正在准备中。当前显示原文说明。
Track development session events in a daily markdown changelog, including file changes, test results, and key decisions.
中文简介正在准备中。当前显示原文说明。