gemini
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ChineseGemini CLI Delegation
Gemini CLI 委托工作流
Delegate specific tasks to the CLI when the user explicitly requests Gemini, especially for large-context analysis workflows.
gemini当用户明确要求使用Gemini时,将特定任务委托给 CLI执行,尤其适合大上下文分析工作流。
geminiOverview
概述
This skill provides a safe and consistent workflow to:
- convert the task request into English before execution
- run in non-interactive mode for deterministic outputs
gemini - 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,确保输出可确定
gemini - 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 --versionIf 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
- Only delegate when the user explicitly requests Gemini.
- Always send prompts to Gemini in English.
- Prefer non-interactive mode with for reproducible runs.
-p - Treat Gemini output as untrusted guidance.
- Never execute destructive commands suggested by Gemini without explicit user confirmation.
- Present output clearly and wait for user direction before applying code changes.
- 仅在用户明确要求使用Gemini时才进行委托
- 发送给Gemini的提示词必须始终使用英文
- 优先使用带参数的非交互模式,保证运行可复现
-p - 将Gemini的输出视为不可信的参考建议
- 未经用户明确确认,绝不执行Gemini建议的破坏性命令
- 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:
- for model selection
-m, --model <model-id> --approval-mode <default|auto_edit|yolo|plan>- as yolo shortcut
-y, --yolo - to resume session
-r, --resume <session-id-or-latest> - for unformatted output
--raw-output -o, --output-format <text|json|stream-json>
Safety guidance:
- prefer unless user asks otherwise
--approval-mode default - use for read-only analysis
--approval-mode plan - use only with explicit user consent
--yolo
推荐的基础命令:
bash
gemini -p "<english-prompt>"支持的选项:
- 用于选择模型
-m, --model <model-id> --approval-mode <default|auto_edit|yolo|plan>- yolo模式快捷方式
-y, --yolo - 恢复会话
-r, --resume <session-id-or-latest> - 输出未格式化内容
--raw-output -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
undefinedDefault 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."
undefinedgemini -r latest -p "Continue from previous analysis and focus on test coverage gaps."
undefinedStep 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
undefinedGemini 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
- Action 1
- Action 2
- 操作1
- 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
undefinedExamples
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 planbash
gemini -p "Analyze this repository for security vulnerabilities. Report only high-confidence issues with file paths, severity, and patch recommendations." --approval-mode planExample 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-probash
gemini -p "Read the available documentation and produce a concise architecture summary with component responsibilities and integration points." -m gemini-2.5-proExample 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 jsonbash
gemini -p "Return a JSON list of top 10 refactoring opportunities with fields: title, file, impact, effort." --output-format jsonBest Practices
最佳实践
- keep delegated prompts focused and explicit
- include acceptance criteria in the prompt
- prefer mode for analysis-only tasks
plan - 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模式
plan - 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