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Agent Skill · 研究检索

gemini(Gemini 助手)

gemini 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

gemini 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为执行命令;许可证为 MIT,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 1,615。

总安装 84,672周安装 3,606GitHub Stars 1,719下载 29,664核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:gemini(Gemini 助手)
来源仓库:https://github.com/softaworks/agent-toolkit
仓库路径:skills/gemini
安装命令:
npx skills add https://github.com/softaworks/agent-toolkit --skill gemini
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/softaworks/agent-toolkit --skill gemini

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

使用Gemini 3 Pro进行全面的代码审查和大上下文分析,审批模式灵活。

支持五种 Gemini 模型,从旗舰推理 (Gemini 3 Pro) 到成本优化的替代方案,具有 1M 个令牌输入窗口,用于分析整个代码库和文档集 三种审批模式:默认 对于交互式终端提示,auto_edit 用于自动批准代码建议,以及 yolo 用于全自动后台执行 关键安全要求:使用--approval-mode yolo 或非交互式 shell 中的超时包装器,以防止无限期挂起等待批准提示 专为代码审查、架构计划分析、多文件模式检测以及超过 200k 上下文标记的任务而设计

来源仓库内路径:skills/gemini

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/softaworks/agent-toolkit --skill gemini;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要执行命令,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

gemini 怎么安装?

在终端执行 npx skills add https://github.com/softaworks/agent-toolkit --skill gemini。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

gemini 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

gemini 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/softaworks/agent-toolkit --skill gemini;npx skills add softaworks/agent-toolkit --skill "gemini" 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

gemini 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

gemini 用的人多吗?

公开数据是累计安装 84,672 次,近一周安装 3,606 次,下载 29,664 次,GitHub 1,719 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

gemini 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 来源仓库有 1,719 星,维护活跃度相对可查。

先想清楚的地方

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 不能接受 Skill 在你机器上执行命令的人。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
gemini

Gemini 助手 · 本页

84,6721,719执行命令MIT未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
gemini
description
Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.

Gemini Skill Guide

When to Use Gemini

  • WHEN ASKED TO BE ACTIVATED
  • Code Review: Comprehensive code reviews across multiple files
  • Plan Review: Analyzing architectural plans, technical specifications, or project roadmaps
  • Big Context Processing: Tasks requiring >200k tokens of context (entire codebases, documentation sets)
  • Multi-file Analysis: Understanding relationships and patterns across many files

⚠️ Critical: Background/Non-Interactive Mode Warning

NEVER use --approval-mode default in background or non-interactive shells (like Claude Code tool calls). It will hang indefinitely waiting for approval prompts that cannot be provided.

For automated/background reviews:

  • ✅ Use --approval-mode yolo for fully automated execution
  • ✅ OR wrap with timeout: timeout 300 gemini ...
  • ❌ NEVER use --approval-mode default without interactive terminal

Symptoms of hung Gemini:

  • Process running 20+ minutes with 0% CPU usage
  • No network activity
  • Process state shows 'S' (sleeping)

Fix hung process:

# Check if hung
ps aux | grep gemini | grep -v grep

# Kill if necessary
pkill -9 -f "gemini.*gemini-3-pro-preview"

Running a Task

  1. Ask the user (via AskUserQuestion) which model to use in a single prompt. Available models:

- gemini-3-pro-preview ⭐ (flagship model, best for coding & complex reasoning, 35% better at software engineering than 2.5 Pro) - gemini-3-flash (sub-second latency, distilled from 3 Pro, best for speed-critical tasks) - gemini-2.5-pro (legacy option, strong all-around performance) - gemini-2.5-flash (legacy option, cost-efficient with thinking capabilities) - gemini-2.5-flash-lite (legacy option, fastest processing)

  1. Select the approval mode based on the task:

- default: Prompt for approval (⚠️ ONLY for interactive terminal sessions) - auto_edit: Auto-approve edit tools only (for code reviews with suggestions) - yolo: Auto-approve all tools (✅ REQUIRED for background/automated tasks)

  1. Assemble the command with appropriate options:

- -m, --model <MODEL> - Model selection - --approval-mode <default|auto_edit|yolo> - Control tool approval - -y, --yolo - Alternative to --approval-mode yolo - -i, --prompt-interactive "prompt" - Execute prompt and continue interactively - --include-directories <DIR> - Additional directories to include in workspace - -s, --sandbox - Run in sandbox mode for isolation

  1. For background/automated tasks, ALWAYS use --approval-mode yolo or add timeout wrapper. NEVER use default in non-interactive shells.
  1. Run the command and capture the output. For background/automated mode:
   # Recommended: Use yolo for background tasks
   gemini -m gemini-3-pro-preview --approval-mode yolo "Review this codebase for security issues"

   # Or with timeout (5 min limit)
   timeout 300 gemini -m gemini-3-pro-preview --approval-mode yolo "Review this codebase"
  1. For interactive sessions with an initial prompt:
   gemini -m gemini-3-pro-preview -i "Review the authentication system" --approval-mode auto_edit
  1. After Gemini completes, inform the user: "The Gemini analysis is complete. You can start a new Gemini session for follow-up analysis or continue exploring the findings."

Quick Reference

Use caseApproval modeKey flags
Background code reviewyolo ✅-m gemini-3-pro-preview --approval-mode yolo
Background analysisyolo ✅-m gemini-3-pro-preview --approval-mode yolo
Background with timeoutyolo ✅timeout 300 gemini -m gemini-3-pro-preview --approval-mode yolo
Interactive code reviewdefault-m gemini-3-pro-preview --approval-mode default (interactive terminal only)
Code review with auto-editsauto_edit-m gemini-3-pro-preview --approval-mode auto_edit
Automated refactoringyolo-m gemini-3-pro-preview --approval-mode yolo
Speed-critical backgroundyolo ✅-m gemini-3-flash --approval-mode yolo
Cost-optimized backgroundyolo ✅-m gemini-2.5-flash --approval-mode yolo
Multi-directory analysisyolo (if background)--include-directories <DIR1> --include-directories <DIR2>
Interactive with promptauto_edit or default-i "prompt" --approval-mode <mode>

Model Selection Guide

ModelBest forContext windowKey features
gemini-3-pro-preview ⭐Flagship model: Complex reasoning, coding, agentic tasks1M input / 64k outputVibe coding, 76.2% SWE-bench, $2-4/M input
gemini-3-flashSub-second latency, speed-critical applications1M input / 64k outputDistilled from 3 Pro, TPU-optimized
gemini-2.5-proLegacy: Strong all-around performance1M input / 65k outputThinking mode, mature stability
gemini-2.5-flashLegacy: Cost-efficient, high-volume tasks1M input / 65k outputBest price ($0.15/M), thinking mode
gemini-2.5-flash-liteLegacy: Fastest processing, high throughput1M input / 65k outputMaximum speed, minimal latency

Gemini 3 Advantages: 35% higher accuracy in software engineering, state-of-the-art on SWE-bench (76.2%), GPQA Diamond (91.9%), and WebDev Arena (1487 Elo). Knowledge cutoff: January 2025.

Coming Soon: gemini-3-deep-think for ultra-complex reasoning with enhanced thinking capabilities.

Common Use Cases

Code Review (Background/Automated)

# For background execution (Claude Code, CI/CD, etc.)
gemini -m gemini-3-pro-preview --approval-mode yolo \
  "Perform a comprehensive code review focusing on:
   1. Security vulnerabilities
   2. Performance issues
   3. Code quality and maintainability
   4. Best practices violations"

# With timeout safety (5 minutes)
timeout 300 gemini -m gemini-3-pro-preview --approval-mode yolo \
  "Perform a comprehensive code review..."

Plan Review (Background/Automated)

# For background execution
gemini -m gemini-3-pro-preview --approval-mode yolo \
  "Review this architectural plan for:
   1. Scalability concerns
   2. Missing components
   3. Integration challenges
   4. Alternative approaches"

Big Context Analysis (Background/Automated)

# For background execution
gemini -m gemini-3-pro-preview --approval-mode yolo \
  "Analyze the entire codebase to understand:
   1. Overall architecture
   2. Key patterns and conventions
   3. Potential technical debt
   4. Refactoring opportunities"

Interactive Code Review (Terminal Only)

# ONLY use default mode in interactive terminal
gemini -m gemini-3-pro-preview --approval-mode default \
  "Review the authentication flow for security issues"

Following Up

  • Gemini CLI sessions are typically one-shot or interactive. Unlike Codex, there's no built-in resume functionality.
  • For follow-up analysis, start a new Gemini session with context from previous findings.
  • When proposing follow-up actions, restate the chosen model and approval mode.
  • Use AskUserQuestion after each Gemini command to confirm next steps or gather clarifications.

Error Handling

  • Stop and report failures whenever gemini --version or a Gemini command exits non-zero.
  • Request direction before retrying failed commands.
  • Before using high-impact flags (--approval-mode yolo, -y, --sandbox), ask the user for permission using AskUserQuestion unless already granted.
  • When output includes warnings or partial results, summarize them and ask how to adjust using AskUserQuestion.

Troubleshooting Hung Gemini Processes

Detection

# Check for hung processes
ps aux | grep -E "gemini.*gemini-3" | grep -v grep

# Look for these symptoms:
# - Process running 20+ minutes
# - CPU usage at 0%
# - Process state 'S' (sleeping)
# - No network connections

Diagnosis

# Get detailed process info
ps -o pid,etime,pcpu,stat,command -p <PID>

# Check network activity
lsof -p <PID> 2>/dev/null | grep -E "(TCP|ESTABLISHED)" | wc -l
# If result is 0, process is hung

Resolution

# Kill hung Gemini processes
pkill -9 -f "gemini.*gemini-3-pro-preview"

# Or kill specific PID
kill -9 <PID>

# Verify cleanup
ps aux | grep gemini | grep -v grep

Prevention

  • ALWAYS use --approval-mode yolo for background/automated tasks
  • Add timeout wrapper for safety: timeout 300 gemini ...
  • Never use --approval-mode default in non-interactive shells
  • Monitor first run with ps to ensure process completes

Tips for Large Context Processing

  1. Be specific: Provide clear, structured prompts for what to analyze
  2. Use include-directories: Explicitly specify all relevant directories
  3. Choose the right model:

- Use gemini-3-pro-preview for complex reasoning, coding tasks, and maximum analysis quality (recommended default) - Use gemini-3-flash for speed-critical tasks requiring sub-second response times - Use gemini-2.5-flash for cost-optimized high-volume processing

  1. Leverage Gemini 3's strengths: 35% better at software engineering tasks, exceptional at agentic workflows and vibe coding
  2. Break down complex tasks: Even with large context, structured analysis is more effective
  3. Save findings: Ask Gemini to output structured reports that can be saved for reference

CLI Version

Requires Gemini CLI v0.16.0 or later for Gemini 3 model support. Check version: gemini --version

平台分布

Claude Code

25.97%
按下载量换算7,704

Gemini CLI

25.33%
按下载量换算7,514

Cursor

15.58%
按下载量换算4,622

Codex

11.55%
按下载量换算3,426

OpenCode

7.08%
按下载量换算2,100

windsurf

3.41%
按下载量换算1,012

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

通过

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/softaworks/agent-toolkit --skill gemini;npx skills add softaworks/agent-toolkit --skill "gemini" 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。

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