Stealth Web Scraper & Harvester

Name: Stealth Web Scraper & Harvester
Author: DataForge AI

Verified Secure

Created by DataForge AI•data Workflow

Harvest dynamic web pages with Playwright, anti-bot bypass, and structured schema extraction.

Supported Runtimes:codexclaude-codecursor

Universal 1-Click Installer

npx askills install stealth-scraper

Installs automatically to ~/.agents/skills or ~/.codex/skills

•Raw Endpoint

Overview & Problem Solved

When modern frontier LLMs (like Claude 3.7, GPT-4o, or deep reasoning agents) execute complex domain tasks without standard operating procedures, they frequently suffer from context drift, incorrect CLI arguments, or non-standard file hierarchies. Stealth Web Scraper & Harvester eliminates probabilistic guessing by supplying the Agent with an authoritative, sandboxed execution specification.

By packaging verified workflows into a structured SKILL.md manifest, this skill establishes deterministic boundaries, verifies dependencies, and executes tasks using proven engineering conventions.

Core Capabilities & Guarantees

Deterministic SOP Enforcement

Follows pre-tested instructions and step-by-step algorithms, avoiding experimental or hallucinated flags.

Multi-Runtime Isolation

Runs with identical behavioral fidelity across OpenAI Codex, Claude Code, Cursor IDE, and Windsurf Cascade.

Sandbox-Scoped Boundaries

Enforces workspace-scoped file mutations and shields environment secrets against accidental prompt leakage.

Self-Healing QA Verification

Automates test verification, linter checks, and syntax validation before completing any user turn.

Agent Execution Pipeline

Intent Matching & Context Ingestion

The agent scans the user request against the skill's YAML frontmatter triggers and loads the verified instructions into active working memory.

Toolchain & Dependency Validation

The runtime verifies that necessary tools, interpreters, and environment configurations exist within the workspace sandbox before proceeding.

Deterministic Execution & Delivery

The agent executes the codified SOP, runs verification checks, and outputs high-fidelity deliverables without extraneous narration.

Validated Prompt Templates

(Click to copy)

“Scrape the top 50 trending AI repositories from GitHub and save names, stars, and descriptions into a CSV.”

“Extract all pricing tiers, feature lists, and FAQ questions from competitor.com/pricing into JSON.”

“Crawl a paginated blog archive and compile all article markdown bodies into a single archive.”

Automated Security & Audit Report

Score:94/100 (LOW)

Filesystem

Workspace Scoped

Cannot escape workspace root

Shell Execution

Bundled Scripts

Runs internal verified helpers

Network Access

Outbound Enabled

HTTP queries for target resources

API Keys Required

None Required

Runs fully standalone

Outbound network requests to target URLs. Never stores credentials locally.

Enterprise & Production Use Cases

Autonomous Development SprintsEnables coding agents to independently build features, run lint tests, and author PR descriptions that strictly conform to organizational coding rules.

Batch Automation & CI/CD PipelinesAutomates repetitive transformations such as document generation, schema migrations, or test-suite updates inside containerized CI runners.

Standardized Engineering OnboardingDistributes unified development playbooks across all engineering team members using Cursor, Codex, or Claude Code.

Frequently Asked Questions

Q: What makes Stealth Web Scraper & Harvester different from a standard MCP server?

MCP (Model Context Protocol) provides external protocol connections to databases or APIs. In contrast, Stealth Web Scraper & Harvester is a high-level operational skill (SKILL.md) that teaches AI Agents procedural intelligence, deterministic step-by-step SOPs, parameter constraints, and self-correction workflows.

Q: Is Stealth Web Scraper & Harvester compatible with frontier models like Claude 3.7 Sonnet, GPT-4o, and DeepSeek-R1?

Yes. The skill is packaged with standard markdown instructions (SKILL.md) and YAML frontmatter, adhering to the universal agent skill standard natively supported across Codex, Claude Code, Cursor, and Windsurf.

Q: What permissions does Stealth Web Scraper & Harvester require in agent mode?

Every listed skill undergoes automated static analysis scoring 94/100. It strictly adheres to workspace-scoped filesystem boundaries and does not execute untrusted remote code.

Q: Can our team customize or extend the rules in this SKILL.md?

Yes. Once installed in your project root (.skills/stealth-scraper/SKILL.md or ~/.agents/skills/stealth-scraper/), you can customize the instructions to include internal team guidelines, custom linters, or proprietary APIs.

SKILL.md Source Specification

View Raw

---
name: "stealth-scraper"
description: "Harvest dynamic websites using Playwright with anti-detection headers, natural scroll, and structured JSON extraction."
---

# Stealth Scraper Skill

Automates headless browsing and resilient web scraping.

## Best Practices
- Rotate user agents and browser fingerprints.
- Wait for key network idle events rather than arbitrary sleep timeouts.
- Sanitize extracted HTML into clean, token-efficient Markdown.