Capture a real user demonstration of a web workflow (browser DevTools HAR export, or your agent runtime's own network reader) and turn it into a redacted endpoint draft, so automation is built from observed traffic instead of guessed APIs. Use when automating an internal tool, legacy SPA, or vendor portal that has no API docs; when guessed endpoints keep returning 401/403 or HTML instead of JSON; or when the user says "watch me do it once", "let me show you the steps", or "record what I click". Not for: services with documented public APIs (read the docs instead), bypassing CAPTCHAs, bot detection, or logins you are not authorized to use, scraping sites against their terms, generating UI test suites, or mobile-app reverse engineering. The Playwright capture harness, session-preservation (CDP attach), replay scaffold generator, and batch-hardening patterns are in the full Learn-by-Demo.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryDeveloper toolsStars0
About this skill
Capture a real user demonstration of a web workflow (browser DevTools HAR export, or your agent runtime's own network reader) and turn it into a redacted endpoint draft, so automation is built from observed traffic instead of guessed APIs. Use when automating an internal tool, legacy SPA, or vendor portal that has no API docs; when guessed endpoints keep returning 401/403 or HTML instead of JSON; or when the user says "watch me do it once", "let me show you the steps", or "record what I click". Not for: services with documented public APIs (read the docs instead), bypassing CAPTCHAs, bot detection, or logins you are not authorized to use, scraping sites against their terms, generating UI test suites, or mobile-app reverse engineering. The Playwright capture harness, session-preservation (CDP attach), replay scaffold generator, and batch-hardening patterns are in the full Learn-by-Demo.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Capture a real user demonstration of a web workflow (browser DevTools HAR export, or your agent runtime's own network reader) and turn it into a redacted endpoint draft, so automation is built from observed traffic instead of guessed APIs. Use when automating an internal tool, legacy SPA, or vendor portal that has no API docs; when guessed endpoints keep returning 401/403 or HTML instead of JSON; or when the user says "watch me do it once", "let me show you the steps", or "record what I click". Not for: services with documented public APIs (read the docs instead), bypassing CAPTCHAs, bot detection, or logins you are not authorized to use, scraping sites against their terms, generating UI test suites, or mobile-app reverse engineering. The Playwright capture harness, session-preservation (CDP attach), replay scaffold generator, and batch-hardening patterns are in the full Learn-by-Demo.
About this listing
Category
Developer tools
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI