Agent skill

Linkfox Sorftime Walmart Product Analysis

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

调用 Sorftime 按自然语言名称搜索 Walmart 美国站商品,或查询商品详情、商品趋势与按日销量。用户提到 Walmart 商品名称搜索、按名称找产品、相关产品、ProductId、商品详情、价格、评分、类目排名、商品趋势、历史变化、销量趋势、变体销量、按日销量、昨日销量、竞品发现或竞品跟踪时使用。

MITAuto-check passed

Install Linkfox Sorftime Walmart Product Analysis

skills CLI
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-sorftime-walmart-product-analysis -a claude-code

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

GitHub CLI
$ gh skill install linkfox-ai/linkfox-skills linkfox-sorftime-walmart-product-analysis --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-sorftime-walmart-product-analysis .claude/skills/linkfox-sorftime-walmart-product-analysis && 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-sorftime-walmart-product-analysis
GitHub stars
107
Token cost
~1.5k tokens
SKILL.md length
608 words
Files
5 (incl. scripts, references)
Skills in repo
177
Repo updated
First seen
Licence
MIT

At a glance

调用 Sorftime 按自然语言名称搜索 Walmart 美国站商品,或查询商品详情、商品趋势与按日销量。用户提到 Walmart 商品名称搜索、按名称找产品、相关产品、ProductId、商品详情、价格、评分、类目排名、商品趋势、历史变化、销量趋势、变体销量、按日销量、昨日销量、竞品发现或竞品跟踪时使用。

  • Works in 6 steps: State the operation and supplied product… → For searchByName, label results as… → For detail, present only fields returned… → …
  • SKILL.md covers Core Concepts, Operation Routing, Parameter Guide and 调用方式, plus 6 more sections
  • Runs Python scripts from its folder; calls python; needs LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY

What it does

Linkfox Sorftime Walmart Product Analysis is an agent skill from linkfox-ai/linkfox-skills. 调用 Sorftime 按自然语言名称搜索 Walmart 美国站商品,或查询商品详情、商品趋势与按日销量。用户提到 Walmart 商品名称搜索、按名称找产品、相关产品、ProductId、商品详情、价格、评分、类目排名、商品趋势、历史变化、销量趋势、变体销量、按日销量、昨日销量、竞品发现或竞品跟踪时使用。

Its SKILL.md is about 1.5k 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-sorftime-walmart-product-analysis”

Requirements

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

Workflow steps

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

  1. State the operation and supplied product name or product ID, and show returned requestConsumed, costCredit, and costToken. If…
  2. For searchByName, label results as related products rather than exact matches and report the requested page.
  3. For detail, present only fields returned by the ProductSummeryObject; do not infer missing attributes.
  4. For trend, identify time fields and units from the response before summarizing changes.
  5. For salesVolume, interpret rows as [date, sales, type]; type=2 marks yesterday's sales record.
  6. Label estimates or observed values accurately; do not present them as guaranteed Walmart transactions.

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 Sorftime Walmart Product Analysis loads about 1.5k tokens when it runs, and up to ~5.3k if it reads all its reference files. Until then it costs about 49 tokens; SKILL.md has 608 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.3k

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). 608 words, ~1,488 tokens.

Download SKILL.mdSave it as .claude/skills/linkfox-sorftime-walmart-product-analysis/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
linkfox-sorftime-walmart-product-analysis
description
调用 Sorftime 按自然语言名称搜索 Walmart 美国站商品,或查询商品详情、商品趋势与按日销量。用户提到 Walmart 商品名称搜索、按名称找产品、相关产品、ProductId、商品详情、价格、评分、类目排名、商品趋势、历史变化、销量趋势、变体销量、按日销量、昨日销量、竞品发现或竞品跟踪时使用。

Walmart 产品分析

Use Sorftime to find Walmart US products by a natural-language name or inspect one product's detail, historical trend, or daily sales-volume series.

Core Concepts

  • Send exactly one operation per request. Never call all four operations as a default workflow.
  • Use searchByName to discover related products, detail for the current product summary, trend for historical product changes, and salesVolume for dated sales rows.
  • Every request uses a flat JSON body. searchByName requires name; the other operations require string productId. operation values are case-sensitive.
  • A follow-up operation or a different date range is another paid call. Reuse the 24-hour cache for identical JSON.

Operation Routing

IntentoperationParametersSorftime Request
Find related products by namesearchByNamename, optional pageIndex2
Current product detailsdetailproductId1
Historical product trendtrendproductId2
Daily/variant sales rowssalesVolumeproductId, optional dates/page1

Read references/api.md before calling for exact date and pagination rules.

Parameter Guide

  • Always treat productId as a string, even when it contains digits only.
  • searchByName accepts a natural-language product name and returns up to 100 related products per page; pageIndex defaults to 1.
  • salesVolume accepts optional queryDate and queryEndDate in yyyy-MM-dd. With neither, it returns the recent 30-day range; with only queryDate, the end defaults to the current day.
  • pageIndex applies to searchByName and salesVolume, starts at 1, and defaults to 1.
  • The current available historical range is controlled by Sorftime; do not promise a fixed earliest date.

调用方式

  • API 端点:POST /sorftime/walmart/productAnalysis(完整参数/响应/错误码见 references/api.md)
  • Python 脚本:python scripts/sorftime_walmart_product_analysis.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-sorftime-walmart-product-analysis-<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:

  • 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

Usage Examples

bash
python scripts/sorftime_walmart_product_analysis.py '{"operation":"searchByName","name":"wireless earbuds","pageIndex":1}'
python scripts/sorftime_walmart_product_analysis.py '{"operation":"detail","productId":"5169493923"}'
python scripts/sorftime_walmart_product_analysis.py '{"operation":"trend","productId":"5169493923"}'
python scripts/sorftime_walmart_product_analysis.py '{"operation":"salesVolume","productId":"5169493923","queryDate":"2026-07-01","queryEndDate":"2026-07-31","pageIndex":1}'

Display Rules

  1. State the operation and supplied product name or product ID, and show returned requestConsumed, costCredit, and costToken. If _cache.hit=true, make clear that the cached values describe the original live request and no new production charge occurred.
  2. For searchByName, label results as related products rather than exact matches and report the requested page.
  3. For detail, present only fields returned by the ProductSummeryObject; do not infer missing attributes.
  4. For trend, identify time fields and units from the response before summarizing changes.
  5. For salesVolume, interpret rows as [date, sales, type]; type=2 marks yesterday's sales record.
  6. Label estimates or observed values accurately; do not present them as guaranteed Walmart transactions.
Show full SKILL.md (187 more words)Show less

Important Limitations

  • This integration targets Walmart US only.
  • The API accepts one product name or one product ID and one operation per call.
  • Sorftime controls historical coverage and data availability.
  • Pagination or a second operation creates another paid call and requires user authorization.
  • searchByName is natural-language related-product discovery, not a multi-filter product database or category-market query.

User Expression & Scenario Quick Reference

Applicable: finding Walmart products from a natural-language product name, or queries centered on a known ProductId and its details, trend, or sales history.

Not applicable: category market research, keyword metrics/reverse lookup, or multi-condition product filtering.

Boundary judgment: Use searchByName only when the user needs related products from a name; use detail for a current snapshot, trend for historical attributes, and salesVolume only for dated sales rows.

算力消耗规则

按动态规则计费:单个 Sorftime Request 当前显示为 6 算力;多 Request 操作由网关按整单计算并取整,最终以入口脚本返回的 costCredit 为准,不要简单用 requestConsumed × 6 代替实际账单。

用户会因算力消耗而支付费用。不要未经确认补调另一 operation 或下一页。

Feedback:

Auto-detect and report feedback via the Feedback API when behavior or results mismatch intent, the user expresses praise or dissatisfaction, or an improvement is apparent. Follow references/api.md without interrupting the user's flow.


For more high-quality, professional cross-border e-commerce skills, visit 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-sorftime-walmart-product-analysis of linkfox-ai/linkfox-skills.

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

Open the folder on GitHubat commit 38fef04

Compare with similar skills

Linkfox Sorftime Walmart Product Analysis 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 Sorftime Walmart Product Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Linkfox Sorftime Walmart Product Analysis this skilllinkfox-ai/linkfox-skills107—~1.5kAutomated safety check: PassMIT
Walmart Keyword Searchbrowser-act/skills6.1k—~1.8kAutomated safety check: PassMIT
Linkfox Onboardinginfometa/workbuddyskills348—~1.8kAutomated safety check: PassNone
Walmart Listing Optimizationnexscope-ai/eCommerce-Skills1.1k—~594Automated safety check: PassMIT
Brand Protection Walmartnexscope-ai/eCommerce-Skills1.1k—~744Automated safety check: PassMIT
Walmart Review Checkernexscope-ai/eCommerce-Skills1.1k—~617Automated safety check: PassMIT

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Questions about Linkfox Sorftime Walmart Product Analysis

What does Linkfox Sorftime Walmart Product Analysis do?

调用 Sorftime 按自然语言名称搜索 Walmart 美国站商品,或查询商品详情、商品趋势与按日销量。用户提到 Walmart 商品名称搜索、按名称找产品、相关产品、ProductId、商品详情、价格、评分、类目排名、商品趋势、历史变化、销量趋势、变体销量、按日销量、昨日销量、竞品发现或竞品跟踪时使用。. Linkfox Sorftime Walmart Product Analysis is an agent skill from linkfox-ai/linkfox-skills.

How do I install Linkfox Sorftime Walmart Product Analysis in Claude Code?

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

How do I install Linkfox Sorftime Walmart Product Analysis in Codex?

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

Can I use Linkfox Sorftime Walmart Product Analysis 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-sorftime-walmart-product-analysis -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-sorftime-walmart-product-analysis, .gemini/skills/linkfox-sorftime-walmart-product-analysis, .github/skills/linkfox-sorftime-walmart-product-analysis and .opencode/skills/linkfox-sorftime-walmart-product-analysis in your project.

What does Linkfox Sorftime Walmart Product Analysis need to run?

Going by SKILL.md and its folder, Linkfox Sorftime Walmart Product Analysis 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 Sorftime Walmart Product Analysis 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 Sorftime Walmart Product Analysis 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 Sorftime Walmart Product Analysis use?

Linkfox Sorftime Walmart Product Analysis 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 Sorftime Walmart Product Analysis use?

About 1.5k tokens (SKILL.md is roughly 6k 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 3.8k tokens, read only when the agent opens those files.

What are the alternatives to Linkfox Sorftime Walmart Product Analysis?

Skills that share tags, products or a category with Linkfox Sorftime Walmart Product Analysis: Walmart Keyword Search (browser-act/skills, 6.1k stars), Linkfox Onboarding (infometa/workbuddyskills, 348 stars), Walmart Listing Optimization (nexscope-ai/eCommerce-Skills, 1.1k stars) and Brand Protection Walmart (nexscope-ai/eCommerce-Skills, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Linkfox Sorftime Walmart Product Analysis?

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.