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Yunqi AI+
Yunqi AI+
May 30, 2026 · Product Management

From Business Pain Points to AI Skills: How Product Managers Can Clearly Break Down Tasks

The article explains how AI product managers should first dissect business pain points into clearly defined, high‑frequency tasks, evaluate their suitability as AI Skills, and use the TCRT framework to design, scope, and validate these Skills before building reliable, feedback‑driven AI solutions.

AI product managementAI workflowCustomer service AI
0 likes · 20 min read
From Business Pain Points to AI Skills: How Product Managers Can Clearly Break Down Tasks
AgentGuide
AgentGuide
Apr 18, 2026 · Artificial Intelligence

How to Write High‑Quality Skills for Your Agent System

The article outlines a five‑step process for creating robust Agent Skills, covering when to encapsulate a task, extracting decision logic and anti‑patterns, writing concise instructions, provisioning workflows and verification loops, and iterating with real‑world testing to ensure reliability.

AI developmentAgentBest Practices
0 likes · 8 min read
How to Write High‑Quality Skills for Your Agent System
AI Software Product Manager
AI Software Product Manager
Apr 14, 2026 · Artificial Intelligence

7 Design Principles to Build High‑Impact Claude Code Skills

This article extracts the core methodology of Anthropic's skill‑creator tool and presents seven practical design guidelines—progressive three‑layer loading, aggressive description writing, explaining the why, test‑driven development, avoiding over‑fitting, delegating repetitive work to scripts, and domain‑specific reference splitting—to help developers craft LLM‑driven skills that are both efficient and generalizable.

AIAutomationClaude
0 likes · 18 min read
7 Design Principles to Build High‑Impact Claude Code Skills
Yunqi AI+
Yunqi AI+
Mar 22, 2026 · Artificial Intelligence

Designing Hierarchical Skills and Sub‑Agents for Product Development Teams

The article explains how to define, abstract, and evaluate reusable AI Skills, integrate them into collaborative workflows, and evolve them into Sub‑Agents that own continuous responsibilities, providing concrete examples, design principles, metrics, and a step‑by‑step rollout plan for product development teams.

AI agentsContext EngineeringSkill design
0 likes · 14 min read
Designing Hierarchical Skills and Sub‑Agents for Product Development Teams
o-ai.tech
o-ai.tech
Mar 19, 2026 · Artificial Intelligence

What Do AI Skills Actually Mean? A Critical Perspective

The article examines the hype around AI Skills, argues that true value comes from solving specific problems, highlights hidden costs of blindly installing tools, and proposes a step‑by‑step method to define, design, and iteratively improve custom Skills that actually boost productivity.

AIProductivitySkill design
0 likes · 11 min read
What Do AI Skills Actually Mean? A Critical Perspective