website-scraping SKILL.md skillB

website-scraping from moonlight-lupin/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add moonlight-lupin/agent-skills/website-scraping@v1.1.0

Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
moonlight-lupin/agent-skills
Path
web-scraping/website-scraping/SKILL.md
Versions recorded
4
Latest version
v1.1.0, committed Aug 26, 2026
First version recorded
Jul 8, 2026
Size
24,039 bytes
Repository stars
119
License
MIT

Generic playbook for extracting structured data from any website — hotel prices, flight fares, e-commerce listings, real estate, jobs, competitor product catalogues, anything where the goal is to turn one or more URLs into clean records on disk. Use this skill whenever the user mentions scraping, harvesting, extracting, or pulling data from a website; names a specific site or competitor they want data from; asks how to handle JavaScript-rendered pages, Cloudflare blocks, bot detection…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Website scraping

A workflow for turning websites into structured data. Bias toward the **lightest tool that works**: static HTML → JSON-in-page → reverse-engineered API → browser automation, in that order. Skipping recon and reaching straight for Playwright is the single most common way to waste hours.

## When to use

This skill applies to any task shaped like "given a URL or a list of URLs, produce structured records". Examples:

- Competitor price monitoring (hotels, flights, retail, rentals, student housing, SaaS)
- E-commerce product catalogue extraction
- Real-estate or job-listing harvesting
- Reviews, ratings, availability calendars
- One-off "pull this table into a spreadsheet" jobs

Out of scope: database persistence, scheduling, dashboards, downstream normalisation against a fixed schema. This skill produces JSONL — what the caller does with it is their problem.

## Workflow

Follow these steps in order. Most failures come from skipping step 1.

### 1. Frame the goal before touching code

Pin down the answers in writing before opening an editor:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add moonlight-lupin/agent-skills/website-scraping@sha256:3864eb5b0291acfe

The line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ecdiezx5gweg7y3p.svg)](https://markdownregistry.com/a/art_ecdiezx5gweg7y3p)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jul 8, 2026 and Aug 26, 2026, about one every 16 days.

versioncommittedcommitsizeaudit
v1.1.0 latest2026-08-26 ffc6204 24,039 BB view · diff
v1.0.02026-08-19 507e175 22,716 BB view · diff
v1.0.02026-08-13 090474f 21,580 BB view · diff
v1.0.02026-07-08 52f1cb9 21,564 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No script tag (matched: <script)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (24039 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

moonlight-lupin/agent-skills · 119 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ecdiezx5gweg7y3p
GET https://markdownregistry.com/api/v1/resolve?ref=moonlight-lupin/agent-skills/website-scraping
GET https://markdownregistry.com/api/v1/blob/3864eb5b0291acfe3f655321db4f3044f7f6513393f9e82cadd55a1f5a249529

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from moonlight-lupin/agent-skills

claude-plugin-converter SKILL.md skill
moonlight-lupin/agent-skills · agent-ops/claude-plugin-converter/SKILL.md · Use when converting Claude Code plugins into self-contained Hermes plugins — discovery analysis then full conversion.
v1.0.0 · audit A · 119 stars
hermes-onboarding SKILL.md skill
moonlight-lupin/agent-skills · agent-ops/hermes-onboarding/SKILL.md · Use when onboarding a new customer — configure gateway, dashboard, memory, services for production.
v1.3.0 · audit B · 119 stars
input-token-overheads SKILL.md skill
moonlight-lupin/agent-skills · agent-ops/input-token-overheads/SKILL.md · Use when the context window fills too fast, per-turn input token cost is too high, or the aggregate input token bill…
v1.9.0 · audit A · 119 stars
log-analyzer SKILL.md skill
moonlight-lupin/agent-skills · agent-ops/log-analyzer/SKILL.md · Use when parsing agent log files to identify error patterns, rate limit hits, timeout clusters, tool failures, and…
v1.1.0 · audit A · 119 stars
operator-brain SKILL.md skill
moonlight-lupin/agent-skills · agent-ops/operator-brain/SKILL.md · Use when communicating, deciding, or reporting as a senior operator — 8 behavioral modules from Anthropic's Fable…
v1.1.0 · audit A · 119 stars
clips-studio SKILL.md skill
moonlight-lupin/agent-skills · creative/clips-studio/SKILL.md · Use when the user wants to "make a video/clip", "generate a video from text", "animate this image/photo", "create a…
v1.2.2 · audit A · 119 stars
image-studio SKILL.md skill
moonlight-lupin/agent-skills · creative/image-studio/SKILL.md · Use when the user wants image generation or editing through the local fal.ai three-stage studio workflow — brainstorm a…
v1.3.2 · audit A · 119 stars
pexels-stock-photos SKILL.md skill
moonlight-lupin/agent-skills · creative/pexels-stock-photos/SKILL.md · Use when the user wants a REAL photo — 'find a photo of X', 'search for pictures of Y', 'stock image of Z', 'I need a…
v1.0.0 · audit A · 119 stars
disk-cleanup SKILL.md skill
moonlight-lupin/agent-skills · devops/disk-cleanup/SKILL.md · Use when df says disk is above 80% full or the user wants to reclaim storage space on a VM.
v1.3.1 · audit B · 119 stars
model-compare SKILL.md skill
moonlight-lupin/agent-skills · mlops/model-compare/SKILL.md · Blind side-by-side multi-model comparison. Send one prompt to 2-4 models simultaneously, present responses anonymously…
v1.2.0 · audit A · 119 stars
contrastive-refinement SKILL.md skill
moonlight-lupin/agent-skills · plugins/contrastive-advisor/skills/contrastive-refinement/SKILL.md · Use when a skill or harness edit needs evidence before it lands — probe candidates on the same task, compose from…
v0.2.0 · audit A · 119 stars
grill SKILL.md skill
moonlight-lupin/agent-skills · plugins/dev-pipeline/skills/grill/SKILL.md · Use when a plan is fuzzy and needs hardening before a spec — decision-tree grilling in frontier rounds, every open…
v1.1.0 · audit A · 119 stars

Every file in moonlight-lupin/agent-skills

Browse by kind, by grade B, or by owner.