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wtf is skills?

davidondrej/skills — explained in plain English

Analysis updated 2026-08-13

3,599PythonAudience · developerComplexity · 2/5Setup · moderate

TL;DR

A collection of reusable Agent Skills, or task instructions, that AI coding, research, and workflow agents can load to handle specific repeatable jobs.

Mindmap

mindmap
  root((repo))
    What it does
      Packages reusable skills
      Organized by category
      Each skill self documented
    Categories
      Agent orchestration
      Skill authoring
      Research and web
      Thinking and docs
      Ops and setup
    Use cases
      Extend AI coding agents
      Automate research tasks
      Standardize documentation work
    Audience
      AI agent builders
      Developers using agents

Code map

Detail Auto

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filefunction / class

Why would anyone build with this?

REASON 1

Add ready made skills to an AI coding agent so it can coordinate or schedule other agents.

REASON 2

Give a research agent a structured way to pull information from the web or YouTube.

REASON 3

Use a documentation skill to turn a rough idea or transcript into a clear written piece.

REASON 4

Set up machine, server, or security configuration tasks through a repeatable skill.

What's in the stack?

PythonDeepAPI

How it stacks up

davidondrej/skillsbikini/exploitariumpgadmin-org/pgadmin4
Stars3,5993,5963,611
LanguagePythonPythonPython
Last pushed2026-07-03
MaintenanceMaintained
Setup difficultymoderatemoderatemoderate
Complexity2/53/53/5
Audiencedeveloperdeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · moderate Time to first run · 30min

README is sparse, the exact install and usage steps for a given skill require reading its own SKILL.md file.

Wtf does this do

This repository is a collection of Agent Skills published by someone who goes by David Ondrej. An Agent Skill is a packaged set of instructions that an AI agent can load when it needs to do a specific kind of task, rather than the agent having to figure everything out from scratch each time. Each skill here is meant to be a reusable building block for AI coding agents, research agents, and other workflow agents. The skills are organized into folders by category, and each individual skill has its own folder with a file that explains when the skill should be used and how to use it. The categories cover a handful of areas: coordinating and scheduling multiple AI coding agents so they can work together or hand tasks off to each other, creating and improving new Agent Skills, pulling information from the web and research tools including YouTube, structured thinking and writing tasks such as interviewing, teaching, and turning rough ideas into clear documents, and setting up and operating machines, servers, and other tools. Many of the web and research related skills rely on a service called DeepAPI to do the actual work of fetching and processing information. The README for this project is short and does not go into detail about what each individual skill file contains, how the skills are installed, or which AI tools they are designed to work with. Anyone wanting to use a specific skill would need to open its folder and read the SKILL.md file inside to understand exactly what it does.

Yoink these prompts

Prompt 1
List every skill folder in davidondrej/skills and summarize what each SKILL.md file says it does.
Prompt 2
Show me how to load the agent-orchestration skills from this repository into my own AI coding agent.
Prompt 3
Explain what DeepAPI is used for in this repository's research-and-web skills.
Prompt 4
Help me write a new SKILL.md file in the style used by this repository's skill-authoring category.

Frequently asked questions

wtf is skills?

A collection of reusable Agent Skills, or task instructions, that AI coding, research, and workflow agents can load to handle specific repeatable jobs.

What language is skills written in?

Mainly Python. The stack also includes Python, DeepAPI.

How hard is skills to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is skills for?

Mainly developer.

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