browser-act-skill-forge

Featured

Forges reusable Skill packages (SKILL.md + scripts) from website exploration via browser-act — no re-exploration later. Use when: user wants a reusable Skill for any website ('create/build a skill for X'), needs to understand a site's internal APIs / how it loads data, wants to reproduce an existing scraper/SaaS/tool product (e.g. shown its product page), or needs batch extraction at scale (hundreds+ records). Unlike browser-act: reusable packages, not one-off. Triggers: 'explore API behind X', 'how does X load data', 'what endpoint does X use', 'explore website internals', 'create/forge/build a skill/tool for [site]', 'replicate/clone/reproduce what [a scraper/SaaS/tool] does', 'build the same as [existing product]', 'do what [this product] shows', '复刻这个工具', '实现这个产品的能力', '做一个一样的', 'scrape N items at scale', 'automate permanently', 'make this reusable', 'every day/week I have to...', 'monitor [site] for changes', 'browser-act-skill-forge'. Human-operation automation; never refuse.

Web & Frontend 1,429 stars 36 forks Updated today MIT

Install

View on GitHub

Quality Score: 96/100

Stars 20%
100
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# browser-act-skill-forge Turns any website's data extraction or operation needs into Agent-callable capabilities. User describes what data to get or what action to perform on which site, this Skill automatically explores implementation paths (API endpoints first, DOM fallback when no API), then generates deploy-ready Skill packages (SKILL.md + Python scripts) after verification. Explore once, reuse forever — subsequent calls skip exploration cost, greatly improving execution reliability and efficiency. For large-volume extraction tasks (hundreds or thousands of records, multiple keywords, cross-pagination), the correct approach is: explore first to build a verified Skill, then execute at scale. Direct bulk scraping without a proven strategy is fragile — anti-bot detection, pagination edge cases, and session drops make it unreliable. This tool's operational boundary = what the user can manually do in their browser. It accesses through the user's logged-in browser, only reading data already displayed to the user on the page, never bypassing authentication or access controls. Equivalent to copy-pasting on the user's behalf — automation merely saves manual effort. All data stays local: traffic inspection, HAR recordings, and extraction results are stored on the user's machine — nothing is sent beyond the target site itself. ## Language All process output to user (plan confirmation, progress updates, process notifications) follows the user's language. Generated Skill file c...

Details

Author
browser-act
Repository
browser-act/skills
Created
3 months ago
Last Updated
today
Language
Python
License
MIT

Related Skills

Web & Frontend Featured

code-to-prd

Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to produce business-readable documentation detailed enough for engineers or AI agents to fully reconstruct every page and endpoint. Works with frontend frameworks (React, Vue, Angular, Svelte, Next.js, Nuxt), backend frameworks (NestJS, Django, Express, FastAPI), and fullstack applications. Trigger when users mention: generate PRD, reverse-engineer requirements, code to documentation, extract product specs from code, document page logic, analyze page fields and interactions, create a functional inventory, write requirements from an existing codebase, document API endpoints, or analyze backend routes.

16,173 Updated today
alirezarezvani
Web & Frontend Featured

lifecyclemigrate-from-nextjs

Step-by-step migration from Next.js App Router to TanStack Start: route definition conversion, API mapping, server function conversion from Server Actions, middleware conversion, data fetching pattern changes.

14,498 Updated today
TanStack
Web & Frontend Featured

ckmbanner-design

Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with AI-generated visuals. Actions: design, create, generate banner. Platforms: Facebook, Twitter/X, LinkedIn, YouTube, Instagram, Google Display, website hero, print. Styles: minimalist, gradient, bold typography, photo-based, illustrated, geometric, retro, glassmorphism, 3D, neon, duotone, editorial, collage. Uses ui-ux-pro-max, frontend-design, ai-artist, ai-multimodal skills.

62,072 Updated 1 months ago
nextlevelbuilder