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SKILL framework

8 articles · Page 1 of 1
Sohu Tech Products
Sohu Tech Products
Jul 29, 2026 · Artificial Intelligence

How to Turn Any Text into a Beautiful Web Article with an AI‑Powered Harness

This article walks through the design and implementation of a reusable Harness that uses Claude Code, MiniMax M3, and the new Beautiful Article Skill—built on the Reacticle component protocol—to transform arbitrary text into a richly styled, shareable HTML article through an eight‑phase pipeline with mandatory checkpoints, review stages, and self‑evolving logs.

AI agentsClaude CodeHTML generation
0 likes · 27 min read
How to Turn Any Text into a Beautiful Web Article with an AI‑Powered Harness
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Jul 13, 2026 · Artificial Intelligence

How to Build SKILLs for Multi‑Agent AI Coordination

The article explains the concept of SKILL—a rule‑based, evidence‑driven “work instruction package” that orchestrates multiple AI agents such as Claude, Codex, and Cursor through three layers (orchestration, execution, domain) to automate requirement decomposition, code generation, testing, deployment, and monitoring, showing how Quark achieved 3000+ automated tasks with a 75% code‑output rate.

AI orchestrationSKILL frameworkcontinuous integration
0 likes · 9 min read
How to Build SKILLs for Multi‑Agent AI Coordination
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Jun 4, 2026 · Artificial Intelligence

How Data Agents Transform Data Querying: Semantic Layer Integration and Decision‑Making (Part 1)

This article details the engineering journey of building enterprise‑grade Data Agents, covering the semantic‑layer integration that resolves NL‑to‑SQL inconsistencies, the skill‑based architecture that enables query, attribution, forecasting and cash‑flow actions, and the final multiplication formula that defines success in deep‑water AI‑driven decision making.

AI AgentData AgentDecision Automation
0 likes · 22 min read
How Data Agents Transform Data Querying: Semantic Layer Integration and Decision‑Making (Part 1)
Architect's Journey
Architect's Journey
Mar 25, 2026 · Artificial Intelligence

Why SKILL Makes AI Development Surprisingly Simple

The article introduces the SKILL framework, explains its file‑based structure and LLM‑driven entry point, compares it with traditional API‑centric backends, outlines its suitable use cases and limitations, and argues that mastering SKILL will become a core productivity skill for developers.

AI engineeringLLMLow‑code AI
0 likes · 8 min read
Why SKILL Makes AI Development Surprisingly Simple
Old Zhang's AI Learning
Old Zhang's AI Learning
Mar 23, 2026 · Artificial Intelligence

Why the Superpowers Skill Framework Is the Most Underrated AI Coding Tool

Superpowers, a GitHub project with over 100 k stars, provides a composable skill framework that transforms AI coding assistants from impulsive code generators into disciplined engineers by enforcing requirement discussions, task decomposition, sub‑agent driven development, and strict TDD, while supporting multiple platforms and offering extensible built‑in skills.

AI codingClaudeSKILL framework
0 likes · 9 min read
Why the Superpowers Skill Framework Is the Most Underrated AI Coding Tool
Software Development Quality
Software Development Quality
Jul 18, 2024 · R&D Management

What Skills Define a Top Test Development Engineer? A 5‑Level Competency Guide

This guide presents a detailed five‑level competency framework for test development engineers, covering test analysis, design, planning, execution, reporting, project management, development, security, performance, automation, and related technical skills, with behavior grades and descriptions for each area.

SKILL frameworkautomationsoftware testing
0 likes · 30 min read
What Skills Define a Top Test Development Engineer? A 5‑Level Competency Guide
Software Development Quality
Software Development Quality
Nov 13, 2021 · Fundamentals

What Are the Five Levels of Test Engineer Skills and How to Master Them?

This article outlines a comprehensive competency framework for test engineers, detailing five proficiency levels—basic understanding, proficient, flexible application, comprehensive application, and innovative mastery—across 28 key testing activities such as analysis, design, planning, execution, automation, security, and DevOps, providing clear behavioral descriptions for each level.

SKILL frameworkTest Engineeringquality assurance
0 likes · 30 min read
What Are the Five Levels of Test Engineer Skills and How to Master Them?