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Skill Management

22 articles · Page 1 of 1
Amap Tech
Amap Tech
Jul 9, 2026 · Artificial Intelligence

A 24/7 Product Expert: Building and Evolving a Digital Employee for the Product Center

This article chronicles the end‑to‑end engineering journey of a domain‑specific digital employee for a product center, detailing how a large‑model‑driven agent was iteratively built, evaluated, and evolved to automate repetitive data retrieval, enforce hard constraints, and continuously improve through self‑modifying skills.

AI AgentAutomationMCP
0 likes · 24 min read
A 24/7 Product Expert: Building and Evolving a Digital Employee for the Product Center
Architect
Architect
Jun 9, 2026 · Artificial Intelligence

Rethinking Harness Engineering: Designing Deletable Workspaces for Real‑World Agents

The article analyzes Harness Engineering by breaking down the five layers of Agent systems—Model, Tool, Skill, Sub‑agent, and Harness—showing how to design a workspace that not only runs agents but also enables verification, hand‑off, correction, and the disciplined removal of outdated constraints.

AIAgentSkill Management
0 likes · 21 min read
Rethinking Harness Engineering: Designing Deletable Workspaces for Real‑World Agents
Architect
Architect
Jun 7, 2026 · Artificial Intelligence

Why Verification Skills Matter More Than Generation in Claude Code Workflows

The article argues that as Claude's generation ability improves, embedding verification skills into the Agent workflow yields far greater reliability and value than focusing solely on code generation, and it provides concrete guidance on designing, organizing, and deploying verification Skills.

AI engineeringAgent HarnessClaude
0 likes · 23 min read
Why Verification Skills Matter More Than Generation in Claude Code Workflows
Alibaba Cloud Native
Alibaba Cloud Native
Jun 1, 2026 · Artificial Intelligence

From a Single Agent Session to a Governable Skill Registry: The SkillClaw × Nacos Automatic Evolution Loop

SkillClaw captures experience from real Agent conversations, automatically extracts reusable Skills, and, combined with Nacos’s AI Registry, provides versioned, audited, and team‑wide distribution, forming a closed‑loop pipeline that turns personal Agent knowledge into shared, governable AI assets.

AI AgentAutomationCloud Native
0 likes · 20 min read
From a Single Agent Session to a Governable Skill Registry: The SkillClaw × Nacos Automatic Evolution Loop
Architect
Architect
May 28, 2026 · R&D Management

Turning AI Prompts into Process Assets: 25 Skills Every Team Should Adopt

The article examines a curated list of 25 AI‑driven Skills, showing how they can be transformed from simple prompt templates into repeatable, governed workflow assets that boost team productivity, preserve institutional knowledge, and enable scalable process automation across learning, documentation, and decision‑making tasks.

AI WorkflowAgent RuntimeGovernance
0 likes · 32 min read
Turning AI Prompts into Process Assets: 25 Skills Every Team Should Adopt
James' Growth Diary
James' Growth Diary
May 24, 2026 · Artificial Intelligence

Execution → Observation → Reflection → Improvement: How Hermes Closes the Skill Loop

The article dissects Hermes' background review mechanism, showing how a silent daemon thread performs post‑conversation reflection, writes valuable insights to a skill or memory store, shares prompt designs, fork‑agent isolation, priority update rules, and common pitfalls for building continuously learning LLM agents.

Background ReviewDaemon ThreadHermes
0 likes · 14 min read
Execution → Observation → Reflection → Improvement: How Hermes Closes the Skill Loop
Architecture and Beyond
Architecture and Beyond
May 23, 2026 · Artificial Intelligence

What Happens When AI Agents Can Self‑Evolve Like Humans?

The article examines why static AI agents are insufficient, outlines four self‑evolution pathways—context, skill, collective intelligence, and strategy—illustrates each with concrete implementations such as Hermes and Ultron, and proposes a phased roadmap while highlighting evaluation, governance, and security challenges.

AI AgentsSkill Managementcollective intelligence
0 likes · 16 min read
What Happens When AI Agents Can Self‑Evolve Like Humans?
Old Zhang's AI Learning
Old Zhang's AI Learning
May 21, 2026 · Artificial Intelligence

SkillOS: Enabling Agents to Self‑Manage Their Skills

SkillOS reframes skill management for LLM agents as a long‑horizon reinforcement‑learning problem, letting a trainable Skill Curator automatically insert, update, or delete markdown‑based skills, which the frozen Agent Executor then consumes, improving memory‑free performance and cross‑task transfer.

LLM agentsMarkdownSkill Management
0 likes · 6 min read
SkillOS: Enabling Agents to Self‑Manage Their Skills
AI Architecture Hub
AI Architecture Hub
Apr 26, 2026 · Artificial Intelligence

How Hermes Skills Enable Agent Self‑Evolution: Experience Engineering as the Next‑Gen Key

The article analyzes how Hermes Agent structures memory, session retrieval, and process assets into three clear layers, integrates Skills into the runtime, compares this approach with Claude Skills, Codex, and OpenClaw, and outlines security, versioning, and deployment safeguards for reliable self‑evolving agents.

AI AgentExperience EngineeringHermes Agent
0 likes · 10 min read
How Hermes Skills Enable Agent Self‑Evolution: Experience Engineering as the Next‑Gen Key
SuanNi
SuanNi
Apr 19, 2026 · Artificial Intelligence

Why External Cognition Is the New Engine Behind Reliable LLM Agents

The article analyzes how the success of large‑language‑model agents now hinges on external cognitive infrastructure—memory, skills, protocols, and a central Harness—rather than raw model parameters, outlining architectural evolution, practical challenges, and emerging industry trends.

AI industry trendsCognitive architectureLLM agents
0 likes · 15 min read
Why External Cognition Is the New Engine Behind Reliable LLM Agents
AI Architecture Hub
AI Architecture Hub
Apr 19, 2026 · Artificial Intelligence

Why Hermes’ Three‑Layer Learning Loop Outperforms OpenClaw’s Memory Design

This article dissects Hermes’ three‑layer learning mechanism—fact memory, session‑search SQLite/FTS5, and procedural skill management—contrasting it with OpenClaw’s architecture, and explains how placing auto‑summarized skills at the right runtime layer determines true agent learning capability.

AI AgentsHermesLearning loop
0 likes · 24 min read
Why Hermes’ Three‑Layer Learning Loop Outperforms OpenClaw’s Memory Design
Amazon Cloud Developers
Amazon Cloud Developers
Apr 16, 2026 · Artificial Intelligence

Taming Token Explosion in OpenClaw Agents via Harness‑Based Observability, Memory & Skills

The article analyses OpenClaw’s rapid popularity and the resulting token‑explosion issue, classifies its causes into injection, repetition and black‑box types, then details how Harness‑level observability, layered memory management and progressive skill disclosure can monitor and cut token waste, with concrete Amazon Bedrock metrics and implementation tips.

AI AgentsAmazon BedrockMemory Management
0 likes · 27 min read
Taming Token Explosion in OpenClaw Agents via Harness‑Based Observability, Memory & Skills
Architect
Architect
Apr 13, 2026 · Artificial Intelligence

How Hermes and OpenClaw Differ in Memory Architecture and Skill Management

The article analyzes Hermes Agent's three‑layer memory system—fact memory stored in tiny Markdown files, session history indexed with SQLite + FTS5, and procedural memory via skill management—then compares each layer to OpenClaw's architecture and explains how to integrate self‑summarizing skills into OpenClaw.

External Memory ProviderFTS5Hermes Agent
0 likes · 27 min read
How Hermes and OpenClaw Differ in Memory Architecture and Skill Management
AI Large Model Application Practice
AI Large Model Application Practice
Apr 13, 2026 · Artificial Intelligence

How Hermes-Agent Enables Self‑Learning Skills for Autonomous AI Agents

Hermes‑Agent introduces a novel self‑learning Skill system that lets AI agents automatically capture, refine, and patch reusable knowledge from complex tasks, using a dual front‑end awareness and back‑end inspection loop, reinforced by safety guards and a reinforcement‑learning training pipeline.

AI AgentsSkill Managementagent safety
0 likes · 18 min read
How Hermes-Agent Enables Self‑Learning Skills for Autonomous AI Agents
Architect
Architect
Apr 12, 2026 · Artificial Intelligence

OpenClaw vs Hermes Agent: Which General AI Agent Fits Your Needs?

OpenClaw and Hermes are both general‑purpose AI agent platforms, but they differ fundamentally in focus—OpenClaw emphasizes a gateway‑centric, multi‑channel control plane, while Hermes centers on a self‑improving execution loop with procedural memory, skill automation, and deep security layers—making each better suited to distinct use cases and migration paths.

AI AgentsHermesOpenClaw
0 likes · 27 min read
OpenClaw vs Hermes Agent: Which General AI Agent Fits Your Needs?
AI Insight Log
AI Insight Log
Apr 7, 2026 · Artificial Intelligence

How Skills Hub Simplifies Managing Skills Across Claude Code, Cursor, and Codex

Skills Hub is an open‑source Tauri + React desktop app that centralizes AI coding‑assistant skill files in a single repository, syncs them to each tool via symlinks, and adds an Explore page, searchable community resources, preview, and auto‑update features, eliminating tedious manual copying.

AI assistantsOpen SourceReAct
0 likes · 6 min read
How Skills Hub Simplifies Managing Skills Across Claude Code, Cursor, and Codex
AI Tech Publishing
AI Tech Publishing
Mar 16, 2026 · Artificial Intelligence

How to Make Agent Skills Evolve Autonomously

The article analyzes why static agent skills become brittle as codebases, models, and user needs change, and proposes a closed‑loop architecture that observes executions, learns from failures, automatically suggests improvements, and evaluates changes to keep skills continuously evolvable.

AI automationAgent SkillsClosed‑Loop
0 likes · 7 min read
How to Make Agent Skills Evolve Autonomously
Sohu Tech Products
Sohu Tech Products
Feb 25, 2026 · Operations

Streamline AI Agent Skill Management with SkillDeck on macOS

This article explains how SkillDeck, a native macOS application, unifies installation, discovery, updating, and removal of AI coding agent skills, reducing manual symlink handling and providing a visual dashboard, while sharing development insights and AI‑assisted coding tips.

AI AgentsSkill ManagementSwiftUI
0 likes · 10 min read
Streamline AI Agent Skill Management with SkillDeck on macOS
Shuge Unlimited
Shuge Unlimited
Feb 4, 2026 · Artificial Intelligence

Why Find‑Skills Leads the Skills.sh Marketplace with 94.1K Installations

Find‑skills, the top‑ranked skill in the Skills.sh ecosystem with 94.1K weekly installs, acts as an app‑store‑style search and install tool for AI agent extensions, and the article explains its core features, six practical scenarios, step‑by‑step installation, real‑world demos, advanced tips, and future outlook.

AI AgentsAutomationDevOps
0 likes · 14 min read
Why Find‑Skills Leads the Skills.sh Marketplace with 94.1K Installations
Big Data Technology & Architecture
Big Data Technology & Architecture
May 21, 2021 · R&D Management

How to Sustain a Long-Term IT Career: Balancing Technical Skills, Business, and Management

The article explores how IT professionals can extend their careers by balancing technical expertise with business acumen and management skills, emphasizing self‑exploration, personal branding, and continuous learning to increase bargaining power and transition through the stages of Job, Career, and Calling.

IT professionalsSkill Managementcareer development
0 likes · 7 min read
How to Sustain a Long-Term IT Career: Balancing Technical Skills, Business, and Management
21CTO
21CTO
Aug 15, 2017 · Frontend Development

How to Combat Front‑End Fatigue: Practical Strategies for Modern Developers

The article explores the reality of front‑end developer fatigue, outlines essential skills and emerging technologies, and offers practical advice for both learning and contributing while emphasizing solid fundamentals, managing imposter syndrome, and maintaining work‑life balance in a rapidly evolving web ecosystem.

Skill Managementcareer advicedeveloper fatigue
0 likes · 16 min read
How to Combat Front‑End Fatigue: Practical Strategies for Modern Developers