TGViewer
TechLead Bits TechLead Bits @techleadbits · 517 subscribers
Post #250 275
AI-Ready Repos: Skills

Previously we checked how to cook AGENTS.md, today we'll check another important part of agent configuration - skills.

Agent skill is a detailed workflow description or checklist for performing a specific task. Technically a skill is a folder containing a `SKILL.md` file, scripts, and additional resources. Most imprtantly, it's a standard already supported by different AI agents.

Skills structure in a repo:
skills/
├──my-skill/
├── SKILL.md # Required: instructions + metadata
├── scripts/ # Optional: executable code
├── references/ # Optional: documentation
└── assets/ # Optional: templates, resources


SKILL.md is a standard md file used to define and document agent capabilities. It consists of:
- Metadata (~100 tokens): name(skill name) and description (when to use).
- Instructions (< 5000 tokens recommended): The main part of the file that is loaded when the skill is activated.

The overall flow is as follows::
1. Discovery: At startup the agent loads the name and description of each available skill.
2. Activation: When a task matches a skill’s description, the agent reads the full `SKILL.md` instructions into context.
3. Execution: The agent follows the instructions, loading referenced files or executing bundled code if needed.

The main idea is to load instructions lazily to prevent prompt sprawl and context rot, when LLMs lose focus on specific tasks and start making mistakes.

What I like about skills is that it's an artifact with clear specification and development lifecycle. It allows not only collecting knowledge about tools and procedures, but also makes AI outputs more testable and predictable.

#ai #agents #engineering #documentation
  • ❤ 3
  • 👍 1
More from @techleadbits
  1. Oct 1, 2026Tracer Bullets Continuing the topic from the previous post, let's talk in more detail abou…
  2. Sep 28, 2026Why Software Factories Fail "Read the Code!" is one of the key ideas from Dex Horthy's tal…
  3. Sep 21, 2026Illustrations from The Culture Map showing how different cultures compare on the scales. #…
  4. Sep 21, 2026The Culture Map Have you ever worked in international distributed teams? Or collaborated w…
  5. Sep 10, 2026Loop Engineering from First Principles Continuing the topic of Loop Engineering, I'd like…
  6. Sep 7, 2026Loop Engineering Over the past year, AI has been constantly bringing new terms and practic…
Threads Profile ViewerView any public Threads profile without an account.Open ThreadLook →Writing with AI? Make it sound human.Metric37 rewrites AI drafts so they read naturally. Free AI detector, 1,500 words free.Try Metric37 →