skills.rest
HMWKR
HMWKRCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

live-verify-loop

Run multi-round live browser verification with Playwright MCP until all layers pass.

Updated May 6, 2026
Search Tags:#meta-learning#playwright#quality-assurance#web-apps#autonomous-testing#live-verification#trap-prevention
One-click install
npx skills add https://github.com/HMWKR/claude-code-skills --skill live-verify-loop
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: live-verify-loop
Source: https://github.com/HMWKR/claude-code-skills/tree/main/skills/live-verify-loop
Command: npx skills add https://github.com/HMWKR/claude-code-skills --skill live-verify-loop

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the critical "code 100% ≠ live 100%" trap where applications pass all static checks, type checks, and test suites yet still fail in production due to hydration mismatches, missing interaction validations, and surface-level browser testing. It prevents false confidence by enforcing deep, multi-round live verification with Playwright MCP.

Core Features & Use Cases

  • 9 Inspection Modes: Comprehensive coverage including UI/UX, database, code quality, API, accessibility, performance, SEO, security, and integration testing.
  • Autonomous N-Round Engine: Runs 5-stage verification loops until all 4 layers (health, Playwright interaction, DB schema, code quality) pass, with Mode A for manual review and Mode B for autonomous ScheduleWakeup cycles.
  • Meta-Learning Trap Prevention: Permanently cites R45-R77 meta-learning patterns at the start and end of every call to prevent recurring verification mistakes like curl-only false positives and self-defined layer bypass.
  • Persona Auto-Bootstrap: Automatically maps and loads domain-specific personas with 3-step approval for missing personas.

Quick Start

Use the live-verify-loop skill to start an autonomous verification audit by typing '/live-verify' or saying 'run live verification loop', then follow the interactive 7-step settling to configure modes and personas before the N-round engine begins.

Frequently Asked Questions about live-verify-loop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run autonomous live verification for web apps using Playwright?▼

Run autonomous live verification by initiating the skill via '/live-verify' or 'run live verification loop', then configure modes and personas in the interactive 7-step settling before the N-round engine begins its 5-stage verification loops.

What is included in web application live verification inspection modes?▼

Live verification inspection modes include comprehensive coverage for UI/UX, database, code quality, API, accessibility, performance, SEO, security, and integration testing across the web application.

Does the live verification loop support autonomous testing without manual review?▼

Yes, autonomous testing is supported through Mode B, which utilizes autonomous ScheduleWakeup cycles to run N-round iterations until all 4 layers pass, while Mode A requires manual review.

How does live verification prevent recurring hydration and interaction testing mistakes?▼

Live verification prevents recurring mistakes by permanently citing R45-R77 meta-learning patterns at the start and end of every call, explicitly blocking curl-only false positives and self-defined layer bypass traps.

When should I use a live verification loop instead of relying on static type checks?▼

Use a live verification loop when your web application requires multi-round autonomous verification across UI/UX, API, and database layers to eliminate false confidence from static checks passing while live browser functionality fails.

Related Skills

Explore More Software Engineering Skills→
thomfilgthomfilg

check-qa

Automate QA testing for web applications using Playwright MCP.

Community
Intermediate
ayesha-aziz123ayesha-aziz123
2

Backend Testing Skill

Automate backend testing with pytest across service, database, and API layers.

Community
Intermediate
nanorepublicananorepublica
61

Testing Unit Tests

Standardize unit-test coding practices across Claude Code projects.

Community
Basic
rongxinzyrongxinzy
21

develop-web-game

Automate Playwright scripts for deterministic web game testing.

Official
Intermediate