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Apify Scraper — 网页数据抓取 · openakita | DecimalAI

databy openakita

Apify Scraper — 网页数据抓取

openakita/skills@apify-scraper

Source openakita/openakita ↗License AGPL-3.0

Web data extraction using 55+ Apify Actors for AI-driven scraping. Supports Instagram, Facebook, TikTok, YouTube, Google, and more. Auto-selects best Actor for the task. Structured output in JSON/CSV with rate limiting and ethical scraping guidelines.

SkillScore91Maintained

Automatic

Data Engineer pack

Last verified 8/13/2026

What it changes

Passed 21 of 23 test cases with the skill, and 9 of 23 without it.

Without skill39%

With skill91%

Checks it passed that the model alone missed

Selects actor ID drobnikj/gpt-scraper.
Recommends enabling Apify proxy pools.
Uses actor ID apify/google-search-scraper.

and 11 more in the full report

12 fixed9 passed either way2 still failing0 broke

Pass-rate lift: +52 pp
Tokens: +106%
Agent turns: 0%
Response time: -33%

Model gemini-3.6-flashMeasured 8/13/2026v121 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/openakita-skills-apify-scraper/SKILL.md https://app.decimal.ai/s/openakita-skills-apify-scraper/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add openakita-skills-apify-scraper, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/openakita-skills-apify-scraper/ and pins it in .decimal/skills.lock

decimalai skills add openakita-skills-apify-scraper

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/openakita-skills-apify-scraper/SKILL.md https://app.decimal.ai/s/openakita-skills-apify-scraper/SKILL.md

Raw file: /s/openakita-skills-apify-scraper/SKILL.md ↗ · machine-readable summary at /s/openakita-skills-apify-scraper.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 12

Prompt

初次安装和配置 Apify 环境时，如何验证 .env 中设置的 APIFY_TOKEN 是否有效？请给出终端验证命令。

What was checked, without and with the skill
Checked	Without skill	With skill
Executes a curl request to https://api.apify.com/v2/user/me?token=$APIFY_TOKEN.	Missed	Passed

case-19 · gemini-3.6-flash · 8/13/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md433 linessingle file

Apify Scraper — 网页数据抓取

When to Use

用户需要从网站抓取结构化数据（商品信息、社交媒体帖子、搜索结果等）
需要批量获取社交媒体平台数据（Instagram、TikTok、YouTube 等）
需要抓取 Google 搜索结果、地图信息、评价数据
需要定期监控网页变化
需要将非结构化网页内容转换为 JSON/CSV
需要从电商平台提取商品和价格信息

Prerequisites

必需配置

配置项	说明
`APIFY_TOKEN`	Apify API Token，在 https://console.apify.com/account/integrations 获取

将 Token 添加到 .env 文件：

APIFY_TOKEN=apify_api_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx

必需依赖

依赖	用途	安装方式
`httpx`	HTTP API 调用	`pip install httpx`

可选依赖

依赖	用途	安装方式
`apify-client`	Apify Python SDK	`pip install apify-client`
`pandas`	数据处理与导出	`pip install pandas`

Track record

Benchmark

21 / 23

test cases passed, vs 9 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

openakita / openakita

skills/apify-scraper/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Apify Scraper — 网页数据抓取

When to Use

Prerequisites

必需配置

必需依赖

可选依赖

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills