Agent Skills Complete Guide: What They Are, Where to Find Them, and How to Build Your Own

This guide explains the SKILL.md open standard, its four core characteristics, directory layout, gating and lifecycle controls, testing with the Evals framework, market adoption stats, and future self‑evolving agent capabilities, providing step‑by‑step instructions for creating, installing, and iterating Skills across multiple AI platforms.

AI automationAgent SkillsOpenClaw

0 likes · 17 min read

Agent Skills Complete Guide: What They Are, Where to Find Them, and How to Build Your Own

Shuge Unlimited

Mar 6, 2026 · Artificial Intelligence

Skill-Creator Update: 83.3% Trigger Success and 5 New Engineering Features

Anthropic's March 2026 skill‑creator update adds five engineering‑focused functions—Evals, Benchmark, multi‑agent parallelism, A/B testing, and trigger optimization—enabling systematic testing, performance tracking, and a reported 83.3% improvement in trigger success across public skills.

A/B testingAI AgentsClaude

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Skill-Creator Update: 83.3% Trigger Success and 5 New Engineering Features

ShiZhen AI

Mar 4, 2026 · Artificial Intelligence

Claude Skill-Creator Gets Major Update: Add Unit Tests to Your Agent Skills

Anthropic's new testing framework for Claude's skill‑creator lets non‑engineers write evals, run benchmarks, and perform A/B comparisons without coding, enabling clear verification of Agent Skill effectiveness, regression detection, and future‑proofing.

AI testingAgent SkillClaude

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Claude Skill-Creator Gets Major Update: Add Unit Tests to Your Agent Skills

PMTalk Product Manager Community

Jan 14, 2026 · Product Management

From Docs to Evals: Essential AI Skills for Modern Product Managers

AI product managers are shifting from static PRDs to dynamic evaluation frameworks—Evals—that define product quality through automated tests, golden conversations, and LLM judges, enabling continuous iteration, error-driven requirement discovery, and architecture decisions in complex AI systems.

AILLMevals

0 likes · 7 min read

From Docs to Evals: Essential AI Skills for Modern Product Managers