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Agent Skill · 研究检索

decoding-search-behavior(解码搜索行为)

decoding-search-behavior 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。

decoding-search-behavior 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,权限为只读;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 69,522。

总安装 218周安装 9GitHub Stars 5下载 71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
unknown

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:decoding-search-behavior(解码搜索行为)
来源仓库:https://github.com/dmend3z/tribo-skills
仓库路径:skills/decoding-search-behavior
安装命令:
npx skills add https://github.com/dmend3z/tribo-skills --skill decoding-search-behavior
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。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/dmend3z/tribo-skills --skill decoding-search-behavior

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。

定位目标受众的真实搜索意图,优化内容排名与共鸣度。需先回答产品定位、用户画像与业务目标等发现问题。结合网站权威度与竞争格局制定差异化内容策略。适用于SEO导向的内容创作与营销转化提升项目。decoding-search-behavior 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/decoding-search-behavior

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/dmend3z/tribo-skills --skill decoding-search-b…;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

decoding-search-behavior 怎么安装?

在终端执行 npx skills add https://github.com/dmend3z/tribo-skills --skill decoding-search-behavior。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

decoding-search-behavior 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。

decoding-search-behavior 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

decoding-search-behavior 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

decoding-search-behavior 用的人多吗?

公开数据是累计安装 218 次,近一周安装 9 次,下载 71 次,GitHub 5 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。

decoding-search-behavior 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 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。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 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
decoding-search-behavior

解码搜索行为 · 本页

2185只读未明确有提醒

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

Search Behavior Decoder

Pinpoint your audience's true search intent to create content that ranks and resonates.

Before We Begin

I need to understand your specific situation before I can help effectively. Please answer these questions:

Discovery Questions

  1. What is the primary product or service you are promoting?
  2. Describe your ideal customer or audience member in detail (e.g., their job, challenges, and goals).
  3. What is the main business objective for this content (e.g., increase organic traffic, generate qualified leads, build brand authority)?
  4. What is your website's current authority or level of recognition in this niche?
  5. Are there any specific topics, angles, or competitors you want to focus on or avoid?
  6. Who are your top 2-3 direct competitors that consistently rank for terms you're targeting?

What This Skill Does

This skill moves beyond simple keyword research to uncover the underlying intent behind user search queries. Instead of just generating a list of popular terms, the Audience Intent Mapper provides a strategic content roadmap. It helps you understand *why* your audience is searching, what questions they have at each stage of their journey, and what kind of content will most effectively meet their needs. By focusing on intent, you can create content that not only attracts visitors but also guides them toward becoming loyal customers.

The approach is designed to overcome the limitations of free tools by layering multiple data sources and analytical frameworks. We will analyze search engine results pages (SERPs), listen to community conversations, and dissect competitor strategies to find unique opportunities. The goal is to identify high-value topic clusters where you can establish authority and create content that is demonstrably better than what currently exists.

Core Methodology

We use a multi-layered approach to build a comprehensive map of your audience's search landscape.

Audience-Problem Intersection

This initial step focuses on the core of your value proposition. We identify the primary problems your audience faces and map them directly to the solutions your product or service provides. This ensures that every content idea is rooted in solving a real-world need for your target customer, creating a strong foundation for relevance and engagement.

SERP Intent Analysis

We go beyond keyword volume to analyze the structure of the search engine results page (SERP). By examining the types of content that Google ranks—such as blog posts, videos, product pages, or forums—we can decode the primary intent (Informational, Naviglational, Transactional, or Commercial Investigation) for each topic. This allows us to determine the right format and angle for your content.

Community Listening

To capture the authentic voice of your customer, we tap into online communities like Reddit, Quora, and industry-specific forums. We mine these conversations for the exact language, pressing questions, and unfiltered pain points your audience expresses. This provides invaluable insights for creating highly resonant and specific content that speaks directly to your audience's needs.

Advanced Capabilities

This skill goes beyond the basics with these expert-level features:

Intent-Based Keyword Clustering

Instead of delivering a flat list of keywords, this skill groups topics and keywords into clusters based on user intent stages (e.g., Awareness, Consideration, Decision). This provides a clear, strategic roadmap, showing you how to create content that guides users through their entire buying journey.

SERP Feature Opportunity Analysis

We analyze the SERP for rich features like Featured Snippets, People Also Ask (PAA) boxes, video carousels, and image packs. The skill then provides specific recommendations on how to structure your content to capture these valuable SERP placements, increasing your visibility and click-through rate without needing the #1 organic ranking.

How to Use This Skill

To use this skill, provide your answers to the Discovery Questions. The skill will then perform its analysis and generate a detailed content plan.

Example Prompts

  • "I'm launching a new project management SaaS for small marketing teams. Help me build a content plan to attract our first 1,000 users."
  • "My company sells high-end, sustainable coffee beans online. What content should I create to compete with established brands?"
  • "I run a financial advisory firm for tech entrepreneurs. I need a content strategy that establishes my authority and generates inbound leads."

Output Format

The skill will deliver a comprehensive Content Opportunity Plan in a Markdown document. The plan will include topic clusters organized by user intent, target keywords for each topic, recommended content formats, and actionable advice for capturing SERP features. It will provide a clear, prioritized roadmap for your content creation efforts.

平台分布

Codex

36.12%
按下载量换算26

Claude

29.62%
按下载量换算21

Cursor

18.55%
按下载量换算13

Gemini CLI

10.26%
按下载量换算7

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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。目前只有一个公开来源,建议同时核对源仓库。

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