Agent skill

Linkfox Google Trend Get Trend By Time

by linkfox-ai in linkfox-ai/linkfox-skills

查询并分析Google Trends在指定时间范围和国家/地区的实时热门话题与热搜。当用户提到谷歌趋势、热门话题、实时热搜、流行趋势、当前热点、近期热门、病毒式话题、时间段热度、区域趋势分析、Google Trends, real-time hot topics, trending topics, popular trends, recent trending searches, trend…

MITAuto-check passedMarketing & SEO

Install Linkfox Google Trend Get Trend By Time

skills CLI
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-google-trend-get-trend-by-time -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install linkfox-ai/linkfox-skills linkfox-google-trend-get-trend-by-time --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/linkfox-google-trend-get-trend-by-time .claude/skills/linkfox-google-trend-get-trend-by-time && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
linkfox-google-trend-get-trend-by-time
GitHub stars
107
Token cost
~1.8k tokens
SKILL.md length
820 words
Files
5 (incl. scripts, references)
Skills in repo
177
Repo updated
First seen
Licence
MIT

At a glance

查询并分析Google Trends在指定时间范围和国家/地区的实时热门话题与热搜。当用户提到谷歌趋势、热门话题、实时热搜、流行趋势、当前热点、近期热门、病毒式话题、时间段热度、区域趋势分析、Google Trends, real-time hot topics, trending topics, popular trends, recent trending searches, trend…

  • Works in 5 steps: Present data clearly: Show trending… → Highlight spikes: When… → Time context: Always state the time… → …
  • Tasks that involve Market research
  • SKILL.md covers Core Concepts, Parameter Guide, 调用方式 and 解决认证和算力问题, plus 5 more sections
  • Runs Python scripts from its folder; calls python; needs LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY

What it does

Linkfox Google Trend Get Trend By Time is an agent skill from linkfox-ai/linkfox-skills. 查询并分析Google Trends在指定时间范围和国家/地区的实时热门话题与热搜。当用户提到谷歌趋势、热门话题、实时热搜、流行趋势、当前热点、近期热门、病毒式话题、时间段热度、区域趋势分析、Google Trends, real-time hot topics, trending topics, popular trends, recent trending searches, trend discovery时触发此技能。即使用户未明确说"Google Trends",只要其需求涉及发现特定市场近期热门或正在流行的话题和搜索词,也应触发此技能。

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/api.md`, `references/onboarding.md` and `scripts/google_trends_rising.py`).

It sits in Marketing & SEO, covering Market research. The licence is MIT.

When your agent uses it

  • Tasks that involve Market research

Example prompts

  • “Google Trends”
  • “/linkfox-google-trend-get-trend-by-time”

Requirements

  • Python 3
  • A credential in LINKFOX_AGENT_API_KEY
  • A credential in LINKFOXAGENT_API_KEY

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Present data clearly: Show trending queries in a well-formatted table with columns for query, search volume, and increase percentage. Sort…
  2. Highlight spikes: When increasePercentage is notably high (e.g., above 50%), call attention to these breakout topics.
  3. Time context: Always state the time range and region in your summary so the user knows exactly what window the data covers.
  4. Chart data: If the response includes chartOption, describe the chart structure (title, axes, data points) so the user understands the…
  5. Error handling: When a query fails, explain the reason based on the error response and suggest adjusting parameters (e.g., try a different…

What it can do on your machine

Read from SKILL.md and the folder at commit 38fef04. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • skill.linkfox.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • LINKFOX_AGENT_API_KEY
    • LINKFOXAGENT_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Linkfox Google Trend Get Trend By Time loads about 1.8k tokens when it runs, and up to ~3.2k if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 820 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from linkfox-ai/linkfox-skills at commit 38fef04, republished under its MIT licence (© linkfox-ai). 820 words, ~1,777 tokens.

Download SKILL.mdSave it as .claude/skills/linkfox-google-trend-get-trend-by-time/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
linkfox-google-trend-get-trend-by-time
description
查询并分析Google Trends在指定时间范围和国家/地区的实时热门话题与热搜。当用户提到谷歌趋势、热门话题、实时热搜、流行趋势、当前热点、近期热门、病毒式话题、时间段热度、区域趋势分析、Google Trends, real-time hot topics, trending topics, popular trends, recent trending searches, trend discovery时触发此技能。即使用户未明确说"Google Trends",只要其需求涉及发现特定市场近期热门或正在流行的话题和搜索词,也应触发此技能。

This skill guides you on how to query and analyze Google Trends data for trending topics within a configurable time window, helping users discover real-time popular searches and emerging trends across 18 supported regions.

Core Concepts

Google Trends reflects real user search interest on Google. This tool retrieves trending topics (recently popular queries) for a chosen country/region over a specified number of recent days. It is ideal for spotting what is currently gaining traction in a market.

Key data points per trending query:

  • query -- the trending search term
  • searchVolume -- relative search volume value
  • increasePercentage -- percentage change in search interest (-100 to 100, unit: %)
  • startTime / endTime -- timestamps bounding the trend observation window

A positive increasePercentage means rising interest; a negative value means declining interest. A value near 100 signals an explosive spike.

Parameter Guide

ParameterTypeRequiredDefaultDescription
daysintegerNo7Time range in days. Common values: 1 (last 24 hours), 2, 7 (past week)
regionstringNoUSCountry/region code. See Supported Regions below
Supported Regions

US (United States), GB (United Kingdom), JP (Japan), CA (Canada), MX (Mexico), DE (Germany), FR (France), IT (Italy), ES (Spain), NL (Netherlands), AU (Australia), SG (Singapore), AE (United Arab Emirates), BR (Brazil), IN (India), TR (Turkey), PL (Poland), SE (Sweden)

Default region is US. Use US when the user does not specify a region.

调用方式

  • API 端点:POST /googleTrend/getTrendByTime(完整参数/响应/错误码见 references/api.md)
  • Python 脚本:python scripts/google_trends_rising.py '<JSON 参数>' [--inline]
  • 成本约束:本工具会消耗算力;同一会话同一参数组合默认只调用一次,脚本带 24h 本地缓存。失败/空结果不得自动换关键词、翻页或改邮编连续试探;需要继续检索时先向用户说明会产生额外消耗。

输出策略(脚本默认行为):

  • 始终将完整响应写入 <cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-google-trend-get-trend-by-time-<timestamp>.json(<cwd> 为脚本执行时的工作目录,在 Claude Code 里即当前项目目录;<session> 取自环境变量 SESSION_ID,按用户任务自动聚合;禁止写入 /tmp,当前目录不可写则报错)
  • 响应体 ≤ 8 KB:落盘后把完整 JSON 打印到 stdout
  • 响应体 > 8 KB:落盘后 stdout 只输出摘要(顶层字段、常见计数如 total/costToken、最大列表字段的长度 + 前 3 条样本)
  • 加 --inline 强制全量打印到 stdout(同样落盘)

读数据建议:先看摘要判断是否足够;需要具体字段时优先用 jq或ConvertFrom-Json 从保存的 json 文件按需抽取,避免整份 JSON 进入上下文。

解决认证和算力问题

发生以下异常情况时,采用 references/onboarding.md 引导解决问题:

异常情况
  • 未配置API Key:环境变量未配置 LINKFOX_AGENT_API_KEY,也未配置 LINKFOXAGENT_API_KEY。
  • 响应401或402状态码
  • 响应提示算力或余额不足:消息含"算力余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值",或类似含义的内容。

Usage Examples

1. What's trending in the US over the past week?

json
{"days": 7, "region": "US"}

2. Hot topics in Japan in the last 24 hours

json
{"days": 1, "region": "JP"}

3. Trending searches in Germany over the past 2 days

json
{"days": 2, "region": "DE"}

4. Recent buzz in Brazil this week

json
{"days": 7, "region": "BR"}

5. What's gaining popularity in the UK right now?

json
{"days": 1, "region": "GB"}

Display Rules

  1. Present data clearly: Show trending queries in a well-formatted table with columns for query, search volume, and increase percentage. Sort by search volume or increase percentage as appropriate.
  2. Highlight spikes: When increasePercentage is notably high (e.g., above 50%), call attention to these breakout topics.
  3. Time context: Always state the time range and region in your summary so the user knows exactly what window the data covers.
  4. Chart data: If the response includes chartOption, describe the chart structure (title, axes, data points) so the user understands the visual trend.
  5. Error handling: When a query fails, explain the reason based on the error response and suggest adjusting parameters (e.g., try a different region code or time range).
Show full SKILL.md (361 more words)Show less

Important Limitations

  • Data analysis: The response is JSON. Read chartOption.data from the saved response to filter or sort the returned rows. _dataQuery_executeDynamicQuery queries Linkfox session data stored in SLS; it is not a general JSON-file reader, so do not pass this response to it without a supported stored-data mapping.
  • Relative volumes: Search volume values are relative, not absolute counts.
  • Short time windows: The days parameter controls recency; this tool is designed for recent/real-time trends, not long historical analysis.
  • Region coverage: Only the 18 listed regions are supported. Unsupported region codes will produce errors.

User Expression & Scenario Quick Reference

Applicable -- Queries about trending/popular topics on Google:

User SaysScenario
"What's trending right now"Real-time trending topics
"Hot searches in [country]"Regional trend discovery
"What topics are popular this week"Weekly popularity overview
"Any viral topics in [market]"Breakout / spike detection
"Show me Google Trends for [region]"Region-specific trend query
"What's buzzing in the last 24 hours"Short-window trend scan
"Trending searches in [country] recently"Recent trend analysis
"What are people searching for in [region]"General search interest exploration

Not applicable -- Needs beyond trending topic discovery:

  • Historical keyword search volume over months/years (use a dedicated Google Trends historical tool)
  • Amazon-specific keyword or ASIN analysis (use ABA tools)
  • Advertising / PPC campaign management
  • Social media trend analysis (Twitter/X, TikTok, etc.)
  • SEO ranking or backlink analysis
  • Competitor website traffic estimation

Boundary judgment: When users say "market trends" or "what's popular", if it boils down to discovering what people are currently searching for on Google in a specific region, this skill applies. If they are asking about stock market trends, social media virality, or long-term historical search patterns, it does not apply.

算力消耗规则

消耗 6 算力。

用户会因算力消耗而支付费用。请充分评估:当需要高频调用本技能,或用户对算力消耗量预期不足时,务必提醒用户,由用户决定是否继续。

Feedback:

Auto-detect and report feedback via the Feedback API when any of the following apply:

  1. The functionality or purpose described in this skill does not match actual behavior
  2. The skill's results do not match the user's intent
  3. The user expresses dissatisfaction or praise about this skill
  4. Anything you believe could be improved

Call the feedback API as specified in references/api.md. Do not interrupt the user's flow.


For more high-quality, professional cross-border e-commerce skills, set LinkFox Skills.

© linkfox-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (scripts, references) in skills/linkfox-google-trend-get-trend-by-time of linkfox-ai/linkfox-skills.

  • SKILL.md
  • references/api.md
  • references/onboarding.md
  • scripts/google_trends_rising.py
  • scripts/onboarding.py

Open the folder on GitHubat commit 38fef04

Compare with similar skills

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Categories

Questions about Linkfox Google Trend Get Trend By Time

What does Linkfox Google Trend Get Trend By Time do?

查询并分析Google Trends在指定时间范围和国家/地区的实时热门话题与热搜。当用户提到谷歌趋势、热门话题、实时热搜、流行趋势、当前热点、近期热门、病毒式话题、时间段热度、区域趋势分析、Google Trends, real-time hot topics, trending topics, popular trends, recent trending searches, trend…. Linkfox Google Trend Get Trend By Time is an agent skill from linkfox-ai/linkfox-skills.

When should I use Linkfox Google Trend Get Trend By Time?

Linkfox Google Trend Get Trend By Time fits situations like: tasks that involve Market research.

How do I install Linkfox Google Trend Get Trend By Time in Claude Code?

Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-google-trend-get-trend-by-time -a claude-code`. Or copy the skill folder (skills/linkfox-google-trend-get-trend-by-time in linkfox-ai/linkfox-skills) into .claude/skills/linkfox-google-trend-get-trend-by-time in your project. Claude Code loads it when a task matches its description.

How do I install Linkfox Google Trend Get Trend By Time in Codex?

Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-google-trend-get-trend-by-time -a codex`. Or copy the skill folder (skills/linkfox-google-trend-get-trend-by-time in linkfox-ai/linkfox-skills) into .agents/skills/linkfox-google-trend-get-trend-by-time in your project. Codex loads it when a task matches its description.

Can I use Linkfox Google Trend Get Trend By Time in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-google-trend-get-trend-by-time -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/linkfox-google-trend-get-trend-by-time, .gemini/skills/linkfox-google-trend-get-trend-by-time, .github/skills/linkfox-google-trend-get-trend-by-time and .opencode/skills/linkfox-google-trend-get-trend-by-time in your project.

What does Linkfox Google Trend Get Trend By Time need to run?

Going by SKILL.md and its folder, Linkfox Google Trend Get Trend By Time needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY. Our summary lists: Python 3; A credential in LINKFOX_AGENT_API_KEY; A credential in LINKFOXAGENT_API_KEY.

Does Linkfox Google Trend Get Trend By Time access the network?

SKILL.md names 1 domain. As links in the text: skill.linkfox.com. This is read from the text; nothing was executed.

Is Linkfox Google Trend Get Trend By Time safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Linkfox Google Trend Get Trend By Time use?

Linkfox Google Trend Get Trend By Time is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Linkfox Google Trend Get Trend By Time use?

About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.4k tokens, read only when the agent opens those files.

What are the alternatives to Linkfox Google Trend Get Trend By Time?

Skills that share tags, products or a category with Linkfox Google Trend Get Trend By Time: Customer Research (Nexus-JPF/note-companion, 870 stars), Creative Director (smixs/creative-director-skill, 247 stars), Audience Research (ScrapeCreators/social-media-research-skills, 3.4k stars) and Last 30 Days Trend Research (nexu-io/open-design, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Linkfox Google Trend Get Trend By Time?

linkfox-ai (a GitHub user) maintains it in linkfox-ai/linkfox-skills, which has 107 GitHub stars. The repository holds 177 skills in this directory. The repository was last updated on September 14, 2026.

Source: linkfox-ai/linkfox-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.