Tagged articles

Skill Framework

5 articles · Page 1 of 1

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 AgentData Governance

0 likes · 22 min read

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

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

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

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

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 Frameworkquality assurancesoftware testing