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Agent Skill · 研究检索

serp-features(搜索引擎优化功能)

serp-features 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

serp-features 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为操作浏览器;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 31,926。

总安装 2,616周安装 109GitHub Stars 公开资料未说明下载 872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-0
版本
1.1.0

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:serp-features(搜索引擎优化功能)
来源仓库:https://github.com/kostja94/serp-features
安装命令:
openclaw skills install serp-features
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install serp-features

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。

查询 Google SERP 功能类型及其优化方法。帮助用户理解 PAA、附加链接、丰富摘要等元素的展示逻辑。适用于 SEO 策略制定与搜索结果竞争力分析。返回结构化数据,便于比对行业基准与竞品表现。建议结合关键词研究工具联合使用增强效果。

serp-features 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

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 OpenClaw;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 openclaw skills install serp-features;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

    它需要操作浏览器,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

serp-features 怎么安装?

在终端执行 openclaw skills install serp-features。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

serp-features 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

serp-features 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

serp-features 是免费的吗?

来源标注的许可证是 MIT-0。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。

serp-features 用的人多吗?

公开数据是累计安装 2,616 次,近一周安装 109 次,下载 872 次。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。

serp-features 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 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 OpenClaw,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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 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
serp-features

搜索引擎优化功能 · 本页

2,616—操作浏览器MIT-0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
serp-features
description
When the user wants to understand or optimize for SERP feature types (PAA, sitelinks, rich results, AI Overviews). Also use when the user mentions "SERP," "SERP features," "search result features," "People Also Ask," "PAA," "sitelinks," "knowledge panel," "local pack," "rich results," "zero-click," "SERP types," "AI Overviews," "Bing Copilot," or "Yandex AI." For JSON-LD and rich result implementation, use schema-markup. For organic strategy and roadmap, use seo-strategy.
metadata
version
1.1.0

SEO On-Page: SERP Features

Guides SERP (Search Engine Results Page) features: types, obtainability, and optimization. ~98.5% of Google's first page includes SERP features; rich results receive ~58% of clicks vs 41% for standard listings. Understanding SERP features helps prioritize keywords and content strategy.

When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.

Scope

  • SERP feature types: Organic enhancements, universal results, paid, knowledge
  • Obtainability: Which features are achievable; which require authority/partnerships
  • Optimization: Content, schema, and structure for each feature type
  • Impact: CTR, zero-click, traffic implications

What Is a SERP Feature?

A SERP feature is any result on a search results page that is not a traditional organic blue link. Features provide quick answers, visual enhancements, or alternative result types (images, local, news, etc.).

Rich Results vs Featured Snippets

DimensionRich ResultsFeatured Snippets
LocationWithin standard organic listings; enhance a blue linkAbove organic results; "position zero"
GenerationStructured data (Schema/JSON-LD) added by site ownerGoogle extracts from page content; no schema required
DisplayStar ratings, prices, images, breadcrumbs, FAQ dropdownsExtracted text in highlighted box; paragraph, list, table, or video
RankingDo not require high organic rank to appearPage must rank in top ~10 for the query
IndustryOften content-specific (recipes, products, events, reviews)Versatile; most industries
CTRTypically increase CTR (up to ~35%); enhanced visibilityCan increase or reduce clicks (zero-click when answer suffices)

Rich results = schema-powered enhancements to regular listings. Featured snippets = Google-extracted answer boxes at position zero. Both are SERP features; rich results are a subset driven by structured data. Onely, Seranking

SERP Features ↔ Schema ↔ Rich Results (Strongly Related)

SERP features, schema, and rich results are strongly related. Most achievable SERP enhancements depend on or benefit from Schema.org structured data. Schema makes content machine-readable so search engines can extract and display rich results.

SERP FeatureSchema TypeRelationship
PAA / FAQ dropdownFAQPageRequired or strongly recommended; FAQ schema triggers PAA-style display
BreadcrumbsBreadcrumbListRequired; no schema = no breadcrumb rich result
Reviews / StarsAggregateRating, ReviewRequired; star display depends on review schema
Featured SnippetFAQPage, HowTo, ArticleSupporting; schema helps identify extractable blocks; not required
SitelinksWebSite + SearchActionSupporting; SearchAction can enable sitelinks
VideoVideoObjectRequired; video thumbnail; Google prioritizes YouTube. See video-optimization
ProductProduct, OfferRequired; shopping results
RecipeRecipeRequired; recipe rich result
JobJobPostingRequired; Google Jobs
EventEventRequired; event rich result
In-Depth ArticlesArticle + authorSupporting; Article schema, authorship

Workflow: When targeting a SERP feature, check schema-markup for the schema type; after implementing schema, use serp-features to assess display and optimization.

SERP Feature Categories

1. Organic Enhancements (Achievable)

FeatureDescriptionObtainability
Featured SnippetDirect answer above organic results; paragraph, list, or tableContent that answers query in 40–60 words; positions 2–5 often win. See featured-snippet
People Also Ask (PAA)Expandable question boxes with brief answersFAQ-style content; FAQ schema; match question phrasing
SitelinksAdditional links below main result (brand queries)Site structure, internal links, SearchAction schema; mainly branded
Reviews / StarsStar ratings on product/service resultsReview schema (AggregateRating); eligibility varies by vertical
BreadcrumbsPath shown in resultBreadcrumbList schema; clear site structure
VideoVideo thumbnail in resultsVideo schema; Google prioritizes YouTube; see video-optimization
Image PackHorizontal row of imagesAlt, captions, file names, responsive; see image-optimization

2. Universal Results

FeatureDescriptionObtainability
News BoxTime-sensitive news blockGoogle News inclusion; publisher eligibility
In-Depth ArticlesLong-form block (broad terms)Large publishers; 2000–5000 words; authorship, Article schema
TweetTwitter results in SERPBrand presence; not directly controllable
ShoppingProduct listings with images/pricePaid (PLAs) or Product schema for organic

3. Knowledge / Entity (Limited Obtainability)

FeatureDescriptionObtainability
Knowledge PanelEntity info (brand, person, place)WikiData, partnerships; see entity-seo
Knowledge CardTop-of-SERP semantic answerSame as Knowledge Panel
Local Pack3 local business results + mapLocal SEO; GMB, NAP, reviews
Local TeaserHotels, restaurants with map/sortLocal SEO

4. Paid

FeatureDescription
AdWords (Top/Bottom)Sponsored results; [Ad] label
Shopping (PLAs)Product ads with images
Google FlightsFlight search in SERP

5. AI Search Summaries (SERP Feature)

AI-generated answer blocks at the top of search results. These are SERP features—they occupy prime SERP real estate and replace or supplement traditional blue links. Optimize via generative-engine-optimization (GEO).

EngineFeatureDescriptionAvailability
GoogleAI OverviewsMulti-source AI summary at top; Gemini; cites top 10–12 organic results; 2–3 paragraphs or bullets~47% US searches; opt-in/experimental in 120+ countries
BingCopilot SearchCurated summaries with cited sources; GPT-4; grouped answers with resources per section; follow-up questions in-searchbing.com/copilotsearch; Edge; standard across Bing
YandexSearch with Yandex AI / NeuroYandexGPT synthesizes from real-time search; cited sources; conversational follow-ups; image upload; Russia-focusedYandex Browser, Yandex app; Russia location
Perplexity—Standalone AI search; not a SERP feature; 200B+ URL index; live web searchperplexity.ai
ChatGPT—Web search via GPTbot; not a SERP feature; high-authority, LLM-friendly contentchat.openai.com

Source selection: Google pulls from top organic; Bing uses Bing index (9.81% domain overlap with Google); Yandex uses real-time search; Perplexity has independent crawl. AI Overview citations can drive 20–35% higher CTR than equivalent organic positions. SEJ, Yandex, Geneo

6. Other Newer (2025+)

FeatureDescription
Related SearchesAlternative queries at bottom
People Also Search For (PASF)Related queries after user bounces from result; 6-8 suggestions; different from PAA; comprehensive content reduces bounce. See faq-page-generator

Optimization by Feature

FeatureKey Actions
Featured SnippetAnswer-first (40–60 words); H2/H3; semantic lists/tables. See featured-snippet
PAAFAQ content; FAQ schema; natural question phrasing; faq-page-generator
SitelinksClear site structure; internal links; SearchAction; website-structure
ReviewsAggregateRating schema; schema-markup
BreadcrumbsBreadcrumbList schema; breadcrumb-generator
VideoVideoObject schema; video-optimization; Google prioritizes YouTube
Image PackAlt, captions, file names, responsive; see image-optimization
Local PackLocal SEO; GMB; NAP consistency
AI Overview / Copilot / Yandex AIGEO; structured content; citable paragraphs; entity signals; see generative-engine-optimization, entity-seo

Zero-Click: SERP Features That Satisfy Intent Without a Click

Zero-click = user gets the answer directly on the SERP and does not click through to any website. SERP features are a major driver of zero-click—they answer queries in-place, reducing organic traffic to publishers.

SERP Features That Cause Zero-Click

FeatureZero-Click RiskWhy
Featured SnippetHighDirect answer in position zero; user may not need to visit
People Also Ask (PAA)HighExpandable answers; full answer visible without click
AI OverviewsVery high~83% of searches with AI Overview may end without click
Bing Copilot / Yandex AIVery highFull AI summary with sources; answer in-place
Knowledge Panel / CardHighEntity info; no click needed for simple facts
Rich results (reviews, recipe)MediumCan reduce clicks when answer is complete (e.g. recipe steps)

Implications

  • Traffic: Expect lower organic clicks when zero-click features dominate the SERP
  • Strategy: Prioritize citation over click—being cited in AI Overview, Featured Snippet, or PAA still delivers brand visibility and trust
  • GEO: Optimize for citation (see generative-engine-optimization) so your content is used even when users don't click
  • Keyword research: Screen keywords for zero-click SERP features; adjust traffic forecasts and prioritize commercial/transactional queries where clicks matter more

When Zero-Click Matters Most

  • Informational queries ("what is X," "how to Y")—highest zero-click
  • Commercial/transactional—users often need to visit (compare, buy)
  • Brand queries—sitelinks and Knowledge Panel can still drive clicks to specific pages

SERP Analysis for Strategy

  • SERP check: Search target keyword—observe which features appear
  • Intent signals: Knowledge card → informational; product lists → commercial; brand → navigational
  • Zero-click assessment: Identify features that satisfy intent without click; factor into traffic expectations
  • Keyword research: keyword-research uses SERP features (Featured Snippet, PAA, zero-click) in screening

Rich Results: Types & Impact

Rich results are enhanced search listings powered by structured data. They appear *within* organic positions (unlike Featured Snippets at position zero). High-impact types: Product, Review snippets, HowTo (desktop), Article/News, Video, Recipe, LocalBusiness, Event, Breadcrumb, Sitelinks searchbox, JobPosting. Limited/context-dependent: HowTo (mobile), FAQ (restricted to government/health for many sites), Education Q&A, Course, SoftwareApplication. AISO Hub

Rich results do not directly boost rankings but can increase CTR by up to 35%. They also make content machine-readable for AI Overviews, Gemini, Copilot, and Perplexity. Validate with Google Rich Results Test.

CTR Impact

  • Zero-click trade-off: SERP features can increase CTR (rich results, sitelinks) or reduce it (Featured Snippet, PAA, AI Overviews when answer suffices). See Zero-Click section above.
  • Rich results: ~58% of clicks vs 41% for standard listings
  • Featured snippets: ~42.9% CTR boost; position zero ~35% of clicks when present
  • Review stars: Higher CTR
  • Sitelinks: Dominate SERP for brand queries; faster path to target page

Output Format

  • SERP features present for target keyword
  • Zero-click assessment (which features satisfy intent without click)
  • Obtainability assessment
  • Optimization priorities (schema, content, structure; citation vs click)
  • Related skills for each feature

Related Skills

  • schema-markup: Strongly related—schema type maps to SERP feature; see mapping table above
  • featured-snippet: Featured Snippet / Position Zero optimization
  • faq-page-generator: PAA optimization; FAQ format
  • keyword-research: SERP features in keyword screening
  • website-structure: Sitelinks; site architecture
  • generative-engine-optimization: AI Overviews, Bing Copilot, Yandex AI; GEO strategy
  • image-optimization: Image Pack; alt, captions, file names
  • video-optimization: Video SEO; VideoObject; YouTube prioritization
  • entity-seo: Knowledge Panel; Organization, Person schema

平台分布

OpenClaw

84.41%
按下载量换算736

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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。目前只有一个公开来源,建议同时核对源仓库。

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