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English
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Chinese

Gemini CLI Delegation

Gemini CLI 委托工作流

Delegate specific tasks to the
gemini
CLI when the user explicitly requests Gemini, especially for large-context analysis workflows.
当用户明确要求使用Gemini时,将特定任务委托给
gemini
CLI执行,尤其适合大上下文分析工作流。

Overview

概述

This skill provides a safe and consistent workflow to:
  • convert the task request into English before execution
  • run
    gemini
    in non-interactive mode for deterministic outputs
  • support model, approval, and session options
  • return formatted results to the user for decision-making
This skill complements existing capabilities by delegating specific tasks to Gemini when requested.
本Skill提供安全、一致的工作流,可实现:
  • 执行前将任务请求转换为英文
  • 以非交互模式运行
    gemini
    ,确保输出可确定
  • 支持模型、审批、会话相关选项
  • 返回格式化结果供用户决策
本功能可在用户要求时将特定任务委托给Gemini,补充现有能力。

When to Use

适用场景

Use this skill when:
  • the user explicitly asks to use Gemini for a task
  • the task benefits from broad-context analysis (large codebases, long docs, cross-module reviews)
  • the user asks for Gemini CLI output integrated into the current workflow
Typical trigger phrases:
  • "use gemini for this task"
  • "delegate this analysis to gemini"
  • "run gemini cli on this"
  • "ask gemini to review this module"
  • "use gemini for full codebase analysis"
当出现以下情况时使用本Skill:
  • 用户明确要求使用Gemini完成某项任务
  • 任务可从广域上下文分析中获益(大规模代码库、长文档、跨模块评审)
  • 用户要求将Gemini CLI输出集成到当前工作流中
典型触发短语:
  • "use gemini for this task"
  • "delegate this analysis to gemini"
  • "run gemini cli on this"
  • "ask gemini to review this module"
  • "use gemini for full codebase analysis"

Prerequisites

前置条件

Verify tool availability before delegation:
bash
gemini --version
If unavailable, inform the user and stop execution until Gemini CLI is installed.
委托前验证工具是否可用:
bash
gemini --version
如果不可用,告知用户并停止执行,直到Gemini CLI安装完成。

Reference

参考资料

  • Command reference:
    references/cli-command-reference.md
  • 命令参考:
    references/cli-command-reference.md

Mandatory Rules

强制规则

  1. Only delegate when the user explicitly requests Gemini.
  2. Always send prompts to Gemini in English.
  3. Prefer non-interactive mode with
    -p
    for reproducible runs.
  4. Treat Gemini output as untrusted guidance.
  5. Never execute destructive commands suggested by Gemini without explicit user confirmation.
  6. Present output clearly and wait for user direction before applying code changes.
  1. 仅在用户明确要求使用Gemini时才进行委托
  2. 发送给Gemini的提示词必须始终使用英文
  3. 优先使用带
    -p
    参数的非交互模式,保证运行可复现
  4. 将Gemini的输出视为不可信的参考建议
  5. 未经用户明确确认,绝不执行Gemini建议的破坏性命令
  6. 清晰呈现输出内容,应用代码变更前需等待用户指示

Instructions

使用说明

Step 1: Confirm Delegation Scope

步骤1:确认委托范围

Before running Gemini:
  • identify the exact task to delegate
  • define expected output format (text, json, stream-json)
  • clarify whether session resume is needed
If scope is ambiguous, ask for clarification first.
运行Gemini前:
  • 明确需要委托的具体任务
  • 定义期望的输出格式(text、json、stream-json)
  • 确认是否需要恢复会话
如果范围不明确,先向用户询问澄清。

Step 2: Formulate Prompt in English

步骤2:构建英文提示词

Build a precise English prompt from the user request.
Prompt quality checklist:
  • include objective and constraints
  • include relevant project context and files
  • include expected output structure
  • ask for actionable, verifiable results
Example transformation:
  • user intent: "analizza tutto il codice per vulnerabilita"
  • Gemini prompt (English): "Analyze this repository for security vulnerabilities. Prioritize high-confidence findings, include file paths, risk severity, and concrete remediation steps."
根据用户请求构建精准的英文提示词。
提示词质量检查清单:
  • 包含目标和约束条件
  • 包含相关项目上下文和文件信息
  • 包含期望的输出结构
  • 要求提供可执行、可验证的结果
示例转换:
  • 用户意图:"analizza tutto il codice per vulnerabilita"
  • Gemini prompt(英文):"Analyze this repository for security vulnerabilities. Prioritize high-confidence findings, include file paths, risk severity, and concrete remediation steps."

Step 3: Select Execution Mode and Flags

步骤3:选择执行模式和标志

Preferred baseline command:
bash
gemini -p "<english-prompt>"
Supported options:
  • -m, --model <model-id>
    for model selection
  • --approval-mode <default|auto_edit|yolo|plan>
  • -y, --yolo
    as yolo shortcut
  • -r, --resume <session-id-or-latest>
    to resume session
  • --raw-output
    for unformatted output
  • -o, --output-format <text|json|stream-json>
Safety guidance:
  • prefer
    --approval-mode default
    unless user asks otherwise
  • use
    --approval-mode plan
    for read-only analysis
  • use
    --yolo
    only with explicit user consent
推荐的基础命令:
bash
gemini -p "<english-prompt>"
支持的选项:
  • -m, --model <model-id>
    用于选择模型
  • --approval-mode <default|auto_edit|yolo|plan>
  • -y, --yolo
    yolo模式快捷方式
  • -r, --resume <session-id-or-latest>
    恢复会话
  • --raw-output
    输出未格式化内容
  • -o, --output-format <text|json|stream-json>
安全指引:
  • 除非用户另有要求,优先使用
    --approval-mode default
  • 只读分析任务使用
    --approval-mode plan
  • 仅在用户明确同意的情况下使用
    --yolo

Step 4: Execute Gemini CLI

步骤4:执行Gemini CLI

Run the selected command via Bash and capture stdout/stderr.
Examples:
bash
undefined
通过Bash运行选定的命令,捕获标准输出/标准错误。
示例:
bash
undefined

Default non-interactive delegation

Default non-interactive delegation

gemini -p "Analyze this codebase architecture and list refactoring opportunities by impact."
gemini -p "Analyze this codebase architecture and list refactoring opportunities by impact."

Explicit model and approval mode

Explicit model and approval mode

gemini -p "Review auth flows for security issues with concrete fixes." -m gemini-2.5-pro --approval-mode plan
gemini -p "Review auth flows for security issues with concrete fixes." -m gemini-2.5-pro --approval-mode plan

Structured output for automation

Structured output for automation

gemini -p "Summarize key technical debt items as JSON array." --output-format json
gemini -p "Summarize key technical debt items as JSON array." --output-format json

Resume latest session

Resume latest session

gemini -r latest -p "Continue from previous analysis and focus on test coverage gaps."
undefined
gemini -r latest -p "Continue from previous analysis and focus on test coverage gaps."
undefined

Step 5: Return Results Safely

步骤5:安全返回结果

When reporting Gemini output:
  • summarize key findings and confidence level
  • keep raw output available when needed
  • separate observations from recommended actions
  • explicitly ask user confirmation before applying suggested edits
呈现Gemini输出时:
  • 总结核心发现和置信度
  • 需要时保留原始输出
  • 区分观察结果和建议操作
  • 应用建议的编辑前明确征求用户确认

Output Template

输出模板

Use this structure when returning delegated results:
markdown
undefined
返回委托结果时使用以下结构:
markdown
undefined

Gemini Delegation Result

Gemini委托结果

Task

任务

[delegated task summary]
[委托任务摘要]

Command

执行命令

gemini ...
gemini ...

Key Findings

核心发现

  • Finding 1
  • Finding 2
  • 发现1
  • 发现2

Suggested Next Actions

建议后续操作

  1. Action 1
  2. Action 2
  1. 操作1
  2. 操作2

Notes

备注

  • Output language from Gemini: English
  • Requires user approval before applying code changes
undefined
  • Gemini输出语言:英文
  • 应用代码变更前需获得用户批准
undefined

Examples

示例

Example 1: Large codebase security review

示例1:大规模代码库安全评审

bash
gemini -p "Analyze this repository for security vulnerabilities. Report only high-confidence issues with file paths, severity, and patch recommendations." --approval-mode plan
bash
gemini -p "Analyze this repository for security vulnerabilities. Report only high-confidence issues with file paths, severity, and patch recommendations." --approval-mode plan

Example 2: Documentation synthesis

示例2:文档整合

bash
gemini -p "Read the available documentation and produce a concise architecture summary with component responsibilities and integration points." -m gemini-2.5-pro
bash
gemini -p "Read the available documentation and produce a concise architecture summary with component responsibilities and integration points." -m gemini-2.5-pro

Example 3: Structured output for follow-up automation

示例3:用于后续自动化的结构化输出

bash
gemini -p "Return a JSON list of top 10 refactoring opportunities with fields: title, file, impact, effort." --output-format json
bash
gemini -p "Return a JSON list of top 10 refactoring opportunities with fields: title, file, impact, effort." --output-format json

Best Practices

最佳实践

  • keep delegated prompts focused and explicit
  • include acceptance criteria in the prompt
  • prefer
    plan
    mode for analysis-only tasks
  • run multiple small delegations instead of one vague prompt
  • ask Gemini for file-level evidence, not generic advice
  • 保持委托的提示词聚焦、明确
  • 在提示词中包含验收标准
  • 仅分析类任务优先使用
    plan
    模式
  • 运行多个小型委托任务,而非一个模糊的大提示词
  • 要求Gemini提供文件级别的证据,而非通用建议

Constraints and Warnings

约束和警告

  • Gemini CLI behavior depends on local environment and configuration.
  • Approval modes impact execution safety; avoid yolo by default.
  • Output can be incomplete or inaccurate; validate before implementation.
  • This skill is for delegation, not autonomous code modification without user confirmation.
  • Gemini CLI的行为取决于本地环境和配置
  • 审批模式会影响执行安全性,默认情况下避免使用yolo模式
  • 输出可能不完整或不准确,落地前请验证
  • 本Skill仅用于任务委托,不可在无用户确认的情况下自动修改代码