Agent skill

Linkfox Sellersprite Traffic Keyword

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

使用卖家精灵流量词反查能力,按ASIN查询关键词流量来源、流量占比类型、转化类型、自然位与广告位等指标,支持历史月份与多维排序。当用户提到ASIN反查流量词、流量关键词列表、关键词流量结构、自然词/广告词分析、关键词转化类型、SellerSprite traffic keyword、Amazon traffic keywords、reverse ASIN…

MITAuto-check passed

Install Linkfox Sellersprite Traffic Keyword

skills CLI
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-sellersprite-traffic-keyword -a claude-code

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

GitHub CLI
$ gh skill install linkfox-ai/linkfox-skills linkfox-sellersprite-traffic-keyword --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-sellersprite-traffic-keyword .claude/skills/linkfox-sellersprite-traffic-keyword && 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-sellersprite-traffic-keyword
GitHub stars
107
Used in
1 other repo
Token cost
~863 tokens
SKILL.md length
248 words
Files
5 (incl. scripts, references)
Skills in repo
177
Repo updated
First seen
Licence
MIT

At a glance

使用卖家精灵流量词反查能力,按ASIN查询关键词流量来源、流量占比类型、转化类型、自然位与广告位等指标,支持历史月份与多维排序。当用户提到ASIN反查流量词、流量关键词列表、关键词流量结构、自然词/广告词分析、关键词转化类型、SellerSprite traffic keyword、Amazon traffic keywords、reverse ASIN…

  • Works in 4 steps: 结果优先展示:关键词、自然位、广告位、流量占比类型、转化类型。 → 明确标注查询周期(最近30天或历史月份)。 → 当存在分页时,告知总数与当前页。 → …
  • SKILL.md covers Core Concepts, 调用方式, 解决认证和算力问题 and Key Parameters, plus 4 more sections
  • Runs Python scripts from its folder; calls python; needs LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY

What it does

Linkfox Sellersprite Traffic Keyword is an agent skill from linkfox-ai/linkfox-skills. 使用卖家精灵流量词反查能力,按ASIN查询关键词流量来源、流量占比类型、转化类型、自然位与广告位等指标,支持历史月份与多维排序。当用户提到ASIN反查流量词、流量关键词列表、关键词流量结构、自然词/广告词分析、关键词转化类型、SellerSprite traffic keyword、Amazon traffic keywords、reverse ASIN keywords时触发此技能。即使用户未明确提及"卖家精灵",只要需求是围绕某个ASIN查看其关键词流量来源与词列表,也应触发此技能。

Its SKILL.md is about 860 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/onboarding.py`).

The licence is MIT.

Example prompts

  • “/linkfox-sellersprite-traffic-keyword”

Requirements

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

Workflow steps

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

  1. 结果优先展示:关键词、自然位、广告位、流量占比类型、转化类型。
  2. 明确标注查询周期(最近30天或历史月份)。
  3. 当存在分页时,告知总数与当前页。
  4. 不输出与接口无关的主观商业建议,除非用户明确要求。

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

    No URLs in SKILL.md.

    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 Sellersprite Traffic Keyword loads about 863 tokens when it runs, and up to ~3.2k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 248 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~863
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). 248 words, ~863 tokens.

Download SKILL.mdSave it as .claude/skills/linkfox-sellersprite-traffic-keyword/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
linkfox-sellersprite-traffic-keyword
description
使用卖家精灵流量词反查能力,按ASIN查询关键词流量来源、流量占比类型、转化类型、自然位与广告位等指标,支持历史月份与多维排序。当用户提到ASIN反查流量词、流量关键词列表、关键词流量结构、自然词/广告词分析、关键词转化类型、SellerSprite traffic keyword、Amazon traffic keywords、reverse ASIN keywords时触发此技能。即使用户未明确提及"卖家精灵",只要需求是围绕某个ASIN查看其关键词流量来源与词列表,也应触发此技能。

SellerSprite Traffic Keyword

This skill helps query and analyze traffic keyword lists for an Amazon ASIN via SellerSprite.

Core Concepts

  • ASIN 反查词:以商品 ASIN 为输入,查看该商品获得流量的关键词列表。
  • 流量占比类型(trafficKeywordTypes):主要流量词、精准流量词、以及 schema 中的 preciseLongTail(工具文案为「转化流失词」)等。
  • 转化类型(conversionKeywordTypes):如转化优质词、平稳词、流失词等。
  • 词标签(badges):如自然搜索词、Amazon Choice 推荐词等。

调用方式

  • API 端点:POST /sellersprite/traffic/keyword(完整参数/响应/错误码见 references/api.md)
  • Python 脚本:python scripts/sellersprite_traffic_keyword.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-sellersprite-traffic-keyword-<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。

Key Parameters

ParameterTypeRequiredDescription
marketplacestringYes市场站点,默认 US
asinstringYes要反查的商品 ASIN
monthstringNo历史月份,格式 yyyyMM;不传默认最近30天
pageintegerNo页码,默认 1
sizeintegerNo每页数量,默认 50,最大 100
keywordstringNo关键词筛选
badgesstringNo词标签,多值逗号分隔
trafficKeywordTypesstringNo流量占比类型,多值逗号分隔
conversionKeywordTypesstringNo转化类型,多值逗号分隔
orderFieldstringNo排序字段,默认 rankPosition
orderDescbooleanNo是否倒序,默认 false

Usage Examples

json
{
  "marketplace": "US",
  "asin": "B0XXXXXXXXX",
  "size": 50,
  "orderField": "rankPosition",
  "orderDesc": false
}
json
{
  "marketplace": "US",
  "asin": "B0XXXXXXXXX",
  "month": "202507",
  "trafficKeywordTypes": "primary,precise",
  "conversionKeywordTypes": "excellent,stable",
  "page": 1,
  "size": 100
}

Display Rules

  1. 结果优先展示:关键词、自然位、广告位、流量占比类型、转化类型。
  2. 明确标注查询周期(最近30天或历史月份)。
  3. 当存在分页时,告知总数与当前页。
  4. 不输出与接口无关的主观商业建议,除非用户明确要求。

Important Limitations

  • 必填参数:marketplace、asin
  • 单次每页最多 100 条
  • 历史查询需传 yyyyMM

算力消耗规则

消耗 15 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.

© 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-sellersprite-traffic-keyword of linkfox-ai/linkfox-skills.

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

Open the folder on GitHubat commit 38fef04

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in linkfox-ai/linkfox-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Linkfox Sellersprite Traffic Keyword next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Linkfox Sellersprite Traffic Keyword compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Linkfox Sellersprite Traffic Keyword this skilllinkfox-ai/linkfox-skills1071 repos~863Automated safety check: PassMIT
SEO Aeo Keyword Researchsickn33/agentic-awesome-skills47k1 repos~3.9kAutomated safety check: PassMIT
Keyword Extractorsickn33/agentic-awesome-skills47k2 repos~1.1kAutomated safety check: PassMIT
Keyword Researchaaron-he-zhu/aaron-marketing-skills2.9k1 repos~2.1kAutomated safety check: PassApache-2.0
Keyword ResearchRyze-AI-Adgent/open-seo-mcp-skills4.7k—~581Automated safety check: PassMIT
Keyword Stuffingthedaviddias/Front-End-Checklist74k—~896Automated safety check: PassMIT

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Questions about Linkfox Sellersprite Traffic Keyword

What does Linkfox Sellersprite Traffic Keyword do?

使用卖家精灵流量词反查能力,按ASIN查询关键词流量来源、流量占比类型、转化类型、自然位与广告位等指标,支持历史月份与多维排序。当用户提到ASIN反查流量词、流量关键词列表、关键词流量结构、自然词/广告词分析、关键词转化类型、SellerSprite traffic keyword、Amazon traffic keywords、reverse ASIN…. Linkfox Sellersprite Traffic Keyword is an agent skill from linkfox-ai/linkfox-skills.

How do I install Linkfox Sellersprite Traffic Keyword in Claude Code?

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

How do I install Linkfox Sellersprite Traffic Keyword in Codex?

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

Can I use Linkfox Sellersprite Traffic Keyword 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-sellersprite-traffic-keyword -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-sellersprite-traffic-keyword, .gemini/skills/linkfox-sellersprite-traffic-keyword, .github/skills/linkfox-sellersprite-traffic-keyword and .opencode/skills/linkfox-sellersprite-traffic-keyword in your project.

What does Linkfox Sellersprite Traffic Keyword need to run?

Going by SKILL.md and its folder, Linkfox Sellersprite Traffic Keyword 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 Sellersprite Traffic Keyword access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Linkfox Sellersprite Traffic Keyword 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 Sellersprite Traffic Keyword use?

Linkfox Sellersprite Traffic Keyword 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 Sellersprite Traffic Keyword use?

About 863 tokens (SKILL.md is roughly 3.5k 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 2.3k tokens, read only when the agent opens those files.

What are the alternatives to Linkfox Sellersprite Traffic Keyword?

Skills that share tags, products or a category with Linkfox Sellersprite Traffic Keyword: SEO Aeo Keyword Research (sickn33/agentic-awesome-skills, 47k stars), Keyword Extractor (sickn33/agentic-awesome-skills, 47k stars), Keyword Research (aaron-he-zhu/aaron-marketing-skills, 2.9k stars) and Keyword Research (Ryze-AI-Adgent/open-seo-mcp-skills, 4.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Linkfox Sellersprite Traffic Keyword?

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.