Agent skill

Pangolinfo Amazon Scraper

by aiskillstore in aiskillstore/marketplace

Programmatic Amazon scraping via Pangolinfo APIs (products, keywords, categories, best sellers, etc.).

MITAuto-check passedData & Analytics

Install Pangolinfo Amazon Scraper

skills CLI
$ npx skills add aiskillstore/marketplace --skill pangolinfo-amazon-scraper -a claude-code

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

GitHub CLI
$ gh skill install aiskillstore/marketplace pangolinfo-amazon-scraper --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/pangolin-spg/pangolinfo-amazon-scraper .claude/skills/pangolinfo-amazon-scraper && 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
pangolinfo-amazon-scraper
GitHub stars
433
Token cost
~639 tokens
SKILL.md length
82 words
Files
5 (incl. scripts, references)
Skills in repo
1,044
Repo updated
First seen
Licence
MIT

At a glance

Programmatic Amazon scraping via Pangolinfo APIs (products, keywords, categories, best sellers, etc.).

  • You need structured results (JSON) for pipelines/agents
  • SKILL.md covers Prerequisites, Minimal examples, Usage and Links, plus 1 more section
  • Runs Python scripts from its folder; calls python3; reaches amazon.com; needs PANGOLIN_TOKEN and PANGOLIN_PASSWORD
  • Tasks that involve Web scraping

What it does

Pangolinfo Amazon Scraper is an agent skill from aiskillstore/marketplace. Programmatic Amazon scraping via Pangolinfo APIs (products, keywords, categories, best sellers, etc.). Use when you need structured results (JSON) for pipelines/agents. Requires PANGOLINTOKEN or PANGOLINEMAIL + PANGOLINPASSWORD.

Its SKILL.md is about 640 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/amazon-api.md`, `references/error-codes.md` and `scripts/pangolinfo.py`).

It sits in Data & Analytics, covering Web scraping. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified. The licence is MIT.

When your agent uses it

  • You need structured results (JSON) for pipelines/agents
  • Tasks that involve Web scraping

Example prompts

  • “/pangolinfo-amazon-scraper”

Requirements

  • Python 3
  • A credential in PANGOLIN_TOKEN

What it can do on your machine

Read from SKILL.md and the folder at commit 44923f3. 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 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • amazon.com

    Also links to:

    • pangolinfo.com
    • docs.pangolinfo.com
    • tool.pangolinfo.com
    • github.com

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

  • Credentials

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

    • PANGOLIN_TOKEN
    • PANGOLIN_PASSWORD

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

Context cost

Pangolinfo Amazon Scraper loads about 639 tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 82 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~639
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.1k

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 aiskillstore/marketplace at commit 44923f3, republished under its MIT licence (© aiskillstore). 82 words, ~639 tokens.

Download SKILL.mdSave it as .claude/skills/pangolinfo-amazon-scraper/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
pangolinfo-amazon-scraper
description
Programmatic Amazon scraping via Pangolinfo APIs (products, keywords, categories, best sellers, etc.). Use when you need structured results (JSON) for pipelines/agents. Requires PANGOLIN_TOKEN or PANGOLIN_EMAIL + PANGOLIN_PASSWORD.
homepage
https://www.pangolinfo.com/amazon-scraper-skill/
license
MIT

Pangolinfo Amazon Scraper

Scrape Amazon programmatically via Pangolinfo APIs. Supports product detail pages, keyword search, category listings, seller pages, best sellers, and more.

Prerequisites

  • Python 3.6+ (standard library only)
  • A Pangolinfo account: https://tool.pangolinfo.com/
  • Auth env vars (choose one):
    • PANGOLIN_TOKEN (recommended)
    • or PANGOLIN_EMAIL + PANGOLIN_PASSWORD
bash
export PANGOLIN_TOKEN="..."
# or
export PANGOLIN_EMAIL="..."
export PANGOLIN_PASSWORD="..."

Minimal examples

Product detail:

bash
python3 scripts/pangolinfo.py --url "https://www.amazon.com/dp/B0DYTF8L2W" --parser amzProductDetail

Keyword search:

bash
python3 scripts/pangolinfo.py --q "wireless mouse" --parser amzKeyword

Usage

--q QUERY          Keyword query (builds an Amazon search URL)
--url URL          Target Amazon URL (product/category/seller/etc.)
--parser PARSER    Parser name (default: amzProductDetail)
--zipcode CODE     Zipcode for localized pricing (default: 10041)
--format FMT       json (default) | rawHtml | markdown
--auth-only        Authenticate and show token info
--raw              Output raw API response instead of extracted data
Amazon parsers
  • amzProductDetail (default)
  • amzKeyword
  • amzProductOfCategory
  • amzProductOfSeller
  • amzBestSellers
  • amzNewReleases
  • amzFollowSeller

References

© aiskillstore, 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/pangolin-spg/pangolinfo-amazon-scraper of aiskillstore/marketplace.

  • SKILL.md
  • references/amazon-api.md
  • references/error-codes.md
  • scripts/pangolinfo.py
  • skill-report.json

Open the folder on GitHubat commit 44923f3

Compare with similar skills

Pangolinfo Amazon Scraper 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.

Pangolinfo Amazon Scraper compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Pangolinfo Amazon Scraper this skillaiskillstore/marketplace433—~639Automated safety check: PassMIT
Tmuxtrpc-group/trpc-agent-go1.9k23 repos~868Automated safety check: PassApache-2.0
Ketch1broseidon/ketch7021 repos~3.9kAutomated safety check: PassMIT
Crawl4AI Web Scrapingsmallnest/goclaw5991 repos~2.5kAutomated safety check: PassMIT
Boss Zhipin Scrapereatmoreduck/boss-zhipin-scraper1.5k—~2.6kAutomated safety check: PassMIT
Axyusukebe/ax7191 repos~918Automated safety check: PassMIT

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Questions about Pangolinfo Amazon Scraper

What does Pangolinfo Amazon Scraper do?

Programmatic Amazon scraping via Pangolinfo APIs (products, keywords, categories, best sellers, etc.). Pangolinfo Amazon Scraper is an agent skill from aiskillstore/marketplace.).

When should I use Pangolinfo Amazon Scraper?

Pangolinfo Amazon Scraper fits situations like: you need structured results (JSON) for pipelines/agents; tasks that involve Web scraping.

How do I install Pangolinfo Amazon Scraper in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill pangolinfo-amazon-scraper -a claude-code`. Or copy the skill folder (skills/pangolin-spg/pangolinfo-amazon-scraper in aiskillstore/marketplace) into .claude/skills/pangolinfo-amazon-scraper in your project. Claude Code loads it when a task matches its description.

How do I install Pangolinfo Amazon Scraper in Codex?

Run `npx skills add aiskillstore/marketplace --skill pangolinfo-amazon-scraper -a codex`. Or copy the skill folder (skills/pangolin-spg/pangolinfo-amazon-scraper in aiskillstore/marketplace) into .agents/skills/pangolinfo-amazon-scraper in your project. Codex loads it when a task matches its description.

Can I use Pangolinfo Amazon Scraper 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 aiskillstore/marketplace --skill pangolinfo-amazon-scraper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pangolinfo-amazon-scraper, .gemini/skills/pangolinfo-amazon-scraper, .github/skills/pangolinfo-amazon-scraper and .opencode/skills/pangolinfo-amazon-scraper in your project.

What does Pangolinfo Amazon Scraper need to run?

Going by SKILL.md and its folder, Pangolinfo Amazon Scraper needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named PANGOLIN_TOKEN and PANGOLIN_PASSWORD. Our summary lists: Python 3; A credential in PANGOLIN_TOKEN.

Does Pangolinfo Amazon Scraper access the network?

SKILL.md names 5 domains. In commands or code: amazon.com; the agent is likely to contact it when it follows the instructions. As links in the text: pangolinfo.com, docs.pangolinfo.com, tool.pangolinfo.com and github.com. This is read from the text; nothing was executed.

Is Pangolinfo Amazon Scraper 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 Pangolinfo Amazon Scraper use?

Pangolinfo Amazon Scraper is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Pangolinfo Amazon Scraper use?

About 639 tokens (SKILL.md is roughly 2.6k 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 1.5k tokens, read only when the agent opens those files.

What are the alternatives to Pangolinfo Amazon Scraper?

Skills that share tags, products or a category with Pangolinfo Amazon Scraper: Tmux (trpc-group/trpc-agent-go, 1.9k stars), Ketch (1broseidon/ketch, 702 stars), Crawl4AI Web Scraping (smallnest/goclaw, 599 stars) and Boss Zhipin Scraper (eatmoreduck/boss-zhipin-scraper, 1.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pangolinfo Amazon Scraper?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.

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