skills
30 articles about skills in AI news
How Anthropic's Team Uses Skills as Knowledge Containers (And What It Means For Your CLAUDE.md)
Learn how to use Claude Code skills not just for automation but as living knowledge bases, following patterns from Anthropic's own engineering team.
Anthropic's Claude Skills Implements 3-Layer Context Architecture to Manage Hundreds of Skills
Anthropic's Claude Skills framework employs a three-layer context management system that loads only skill metadata by default, enabling support for hundreds of specialized skills without exceeding context window limits.
How to Build a Custom AI Agent with Claude Code's Skills, SubAgents, and Hooks
A developer's deep dive into customizing Claude Code with 7 skills, 5 subagents, and quality-check hooks—showing how to move beyond basic prompting to create a truly autonomous coding assistant.
Base44 Launches Superagent Skills: No-Code Library for Adding Domain-Specific Functions to AI Agents
Base44 has launched Superagent Skills, a library of pre-built, domain-specific functions that can be added to AI agents with a single click. The no-code system allows for combining skills and creating custom ones via natural language description.
Trace2Skill Framework Distills Execution Traces into Declarative Skills via Parallel Sub-Agents
Researchers introduced Trace2Skill, a framework that uses parallel sub-agents to analyze execution trajectories and distill them into transferable declarative skills. This enables performance improvements in larger models without parameter updates.
Claude Skills: How Anthropic's Context-Aware Workflow System Solves the bloated CLAUDE.md Problem
Claude Skills are modular, self-contained workflow packages that load only when triggered by user intent, solving the context bloat caused by monolithic CLAUDE.md files. They support automatic invocation, slash commands, and can bundle supporting documents.
Palantir CEO Alex Karp: AI Era Will Favor Trade Skills and Neurodivergent Thinking
Palantir CEO Alex Karp predicts AI will most reward individuals with hands-on vocational skills and those who think in unusually original, often neurodivergent, ways. This perspective challenges the narrative that AI success is reserved for traditional tech roles.
How Weaviate Agent Skills Let Claude Code Build Vector Apps in Minutes
Weaviate's official Agent Skills give Claude Code structured access to vector databases, eliminating guesswork when building semantic search and RAG applications.
Awesome Finance Skills: Open-Source Plugin Adds Real-Time Market Analysis to AI Agents
Developer open-sources Awesome Finance Skills, a plug-and-play toolkit that gives AI agents real-time financial data access, sentiment analysis, and automated research report generation. The MIT-licensed package works with Claude Code, OpenClaw, and other popular agent frameworks.
How to Deploy Claude Code at Scale: The Admin's Guide to MCPs, Skills, and User Management
Practical solutions for managing Claude Code across teams: central MCP servers, standardized CLAUDE.md templates, and pre-configured skills to prevent chaos.
How to Install claude-flow MCP and 3 Skills That Transform Claude Code
A production team's setup reveals claude-flow MCP with hierarchical-mesh topology and three essential skills that add structure, parallelism, and quality control.
How to Manage Skills Across Multiple Repos with a Centralized Registry
Use symlinks and a dispatch skill to share Claude Code skills across projects without plugin namespacing overhead.
Install Sahil Lavingia's Minimalist Entrepreneur Skills to Guide Your Next Project
A new Claude Code plugin packages The Minimalist Entrepreneur's framework as reusable skills—install it to get structured guidance for building, validating, and selling software.
Anthropic Labs Team, Led by Boris Cherny, Ships MCP, Skills, Claude Desktop, and Claude Code
Boris Cherny reveals the small Anthropic Labs team he joined was responsible for shipping key early products like MCP, Skills, and the Claude Desktop app, and is now releasing full computer use in Cowork and Dispatch.
How to Automate Your CLI with Claude Skills: Save Your Most-Used Prompts
Claude Skills let you save and reuse complex prompts as CLI commands, turning repetitive tasks into one-word automations.
Memento-Skills Agent System Achieves 116.2% Relative Improvement on Humanity's Last Exam Without LLM Updates
Memento-Skills is a generalist agent system that autonomously constructs and adapts task-specific agents through experience. It enables continual learning without updating LLM parameters, achieving 26.2% and 116.2% relative improvements on GAIA and Humanity's Last Exam benchmarks.
How Cult of Claude's Directory Lets You Install 3,000+ Skills in Seconds
Cult of Claude aggregates 3,296 skills and 785 agents you can immediately use with Claude Code via simple CLI commands.
Singularity-Claude: Add Self-Evolving Skills to Your Claude Code Workflow
Install this plugin to make your Claude Code skills automatically improve through scoring, repair, and crystallization loops—no manual maintenance needed.
uberSKILLS: The Visual Workbench That Solves Claude Code's Biggest Pain Point
uberSKILLS is an open-source visual editor that lets you design, test, and deploy Claude Code skills without YAML headaches or blind deployments.
How Adding 'Skills' to MCP Tools Cuts Agent Token Usage by 87%
Adding structured 'skills' descriptions to MCP tools dramatically reduces token consumption in custom agents—here's how to implement it in your Claude Code workflows.
How Godogen's Claude Code Skills Solve LLM Game Development
A developer built two Claude Code skills that generate complete Godot games by solving three key LLM bottlenecks: GDScript knowledge, build-time/runtime state, and visual QA.
Anthropic Cybersecurity Skills: Open-Source GitHub Repo Provides 611+ Structured Security Skills for AI Agents
A developer has released an open-source GitHub repository containing 611+ structured cybersecurity skills designed for AI agents. Each skill includes procedures, scripts, and templates, built on the agentskills.io standard.
Build Self-Evolving Skills for Claude Code: The GitHub Pattern That Grows Smarter With Use
A new GitHub pattern shows how to create Claude Code Skills that learn from each session, preventing knowledge loss and reducing repetitive context.
Anthropic Releases Comprehensive Guide to Building Custom AI Skills for Claude
Anthropic has published a detailed 33-page guide for developers to create custom skills for Claude AI. This cheat sheet teaches how to package instructions into folders that enable Claude to handle specific tasks and workflows, representing a major step in AI customization.
Anthropic Study Reveals AI Coding Assistants May Undermine Developer Skills
New research from Anthropic shows AI coding tools can impair developers' conceptual understanding, debugging abilities, and code reading skills without delivering consistent efficiency gains. The study found developers scored significantly lower on assessments when relying on AI assistance.
SkillNet: The First Systematic Framework for Creating and Evolving AI Agent Skills
Researchers have developed SkillNet, an open infrastructure that structures over 200,000 AI agent skills within a unified ontology. The system improves agent performance by 40% while reducing execution steps by 30%, treating skills as evolving assets rather than temporary solutions.
Beyond Basic Connections: How MCP and Skills Create Truly Capable AI Agents
While MCP standardizes tool connectivity for AI agents, Skills provide the procedural knowledge needed for effective execution. Understanding this distinction is crucial for building production-ready AI systems that can perform complex tasks autonomously.
SkillsMP Launches AI 'App Store' with 270,000+ Claude Skills for Seamless Code Automation
SkillsMP introduces an open-source marketplace with over 270,000 specialized AI skills for Claude Code, enabling automatic skill invocation without manual prompting. The platform eliminates setup friction while supporting cross-model compatibility through an open standard.
Anthropic Opens Its Toolbox: Claude's Internal Skills Library Goes Open Source
Anthropic has open-sourced its internal Skills library, the exact toolkit powering Claude's document processing capabilities. This move democratizes access to sophisticated AI workflows and could accelerate enterprise AI adoption.
GitHub Repository Unleashes 1,715+ Production-Ready AI Agent Skills
A new GitHub repository has surfaced containing over 1,715 production-ready AI agent skills that developers can install and deploy in seconds. This collection represents a significant leap in accessible AI tooling, potentially accelerating agent-based application development across industries.