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Explores the question of where portable AI agent skills should specify their minimum quality threshold, addressing standardization and reliability in agent-based systems.
A developer shares how adding explicit anti-triggers to agent skills prevents conflicts between overlapping skills, ensuring consistent behavior.
An open-source fieldbook that compiles Anthropic and OpenAI guidance into reusable agent skills for developers.
Microsoft's strategy for self-evolving agent skills, training them like neural networks with epochs, batch size, learning rates, and validation gates, fully open-source.
Microsoft open-sourced Resource2Skill, which automatically distills executable agent skills from human resources such as tutorial videos, articles, and code, enabling real-world applications like web pages, PPTs, and Excel.
Microsoft open-sourced SkillOpt, a tool that enables AI agent skills to self-improve by automatically evaluating and rewriting their instructions, outperforming hand-crafted prompts and other optimizers with no model lock-in.
At the AI Engineer World's Fair, Phil Schmid gave a talk on why vibe-checking agent skills break in production and how to build reliable automated evals using negative test cases, skill limits, and ablation tests.
RESOURCE2SKILL is a framework that distills executable agent skills from multimodal resources like tutorial videos, code repositories, articles, and artifacts into a hierarchical SkillWiki, improving agent performance by 11.9 percentage points over no-skill agents.
Introduces a free AI Skills store called CocoLoop Hub, which provides over ten thousand AI skill resources, including installation steps, helping users obtain AI capabilities for free without paying someone to install them.
A set of composable skill instructions for AI coding agents (Claude Code, Codex, etc.) to improve real engineering workflows, focusing on small, adaptable commands for task management and development processes.
This article shares a developer's experience using the improve-codebase-architecture skill from mattpocock/skills, which claims to clean up AI-generated slop but apparently also removes code written before using AI. The skill set is a collection of small, composable agent skills for real engineering.
This paper presents a taxonomy and lifecycle survey of dynamic skill libraries for large language model agents, proposing an eight-stage lifecycle architecture and a six-sense taxonomy to organize evolving skill artifacts.
A GitHub repository providing packaged marketing frameworks that Claude Code can execute as agent skills, covering strategy, positioning, auditing, and content generation.
Matt Pocock introduces a skill to set up deep module boundaries in TypeScript codebases, enforced by dependency-cruiser, to improve code organization and testing.
A record-and-compile tool lets users demonstrate desktop tasks, then an LLM converts the session into structured skill files for agents to replay, aiming to reduce brittleness and lower the barrier to creating reusable agent capabilities.
A tool that records repetitive tasks via screen recording and compiles them into reusable agent skills following the agentskills.io standard, shipping as an MCP server for cross-platform use.
Matt Pocock has released a set of agent skills designed for coding agents like Claude Code, Codex, etc., including skills like grill-me and grill-with-docs, aimed at improving alignment and reducing verbose output, emphasizing small size, adaptability, and composability.
A personal library of composable AI skills for building software factories, including an explore-unknowns skill that scans codebases and interviews developers to close known and unknown unknowns.
shadcn released the Agent Skill project improve, which has high-cost models perform code auditing and planning while low-cost models execute, forming an installable, orchestrated system with an execution closed loop.
Second Brain is a personal knowledge base tool based on LLMs that automatically organizes raw materials into structured wikis, supports browsing in Obsidian and agent integration.