What A Skill Is In OpenClaw: Anatomy And Discovery

OpenClaw skills are pluggable capabilities — manifest plus procedure plus examples — that a soul discovers and invokes when the job calls for them. Understanding the anatomy is the first step to building or auditing one. Skills are how an OpenClaw agent grows hands OpenClaw is an open-source agentic framework that runs on your own machine.

10 min · Reviewed 2026

Skills are how an OpenClaw agent grows hands

OpenClaw is an open-source agentic framework that runs on your own machine. Out of the box, an OpenClaw soul — the term OpenClaw uses for an active agent instance — can read files, run commands, and talk to its model. Anything beyond that is a skill: a self-contained bundle of instructions and tools that the soul loads on demand when a request matches.

If you have used Claude Code skills or MCP servers, the shape will feel familiar. The difference is that OpenClaw skills run inside your local soul, are described in plain text the model reads, and discover themselves through trigger descriptions rather than through a custom UI.

The three parts of a skill

Manifest: a small frontmatter block with name, description, and any permissions or trigger keywords. The description is what the soul matches against the user's request.
Procedure: the natural-language instructions the soul follows once the skill is loaded — what steps to run, what tools to call, what output to produce.
Examples and assets: optional templates, sample inputs, helper scripts, or reference data the procedure can point at when it needs concrete shape.

How a soul discovers a skill

When you start a session, OpenClaw scans the configured skill directories and reads each manifest. Only the manifests load into the system prompt at first — not the full procedures. The soul sees a catalog of available skills with their trigger descriptions. When the user's request rings a match, the soul loads the matching skill's procedure into context and follows it.

Invocation: explicit and implicit

Mode	How it fires	When to use
Implicit (lazy)	Soul matches request to skill description and pulls in the procedure	Common workflows where users phrase requests naturally
Explicit (named)	User types `/skill-name` or names it directly	Skills with side effects, multiple matches, or ambiguous triggers
Forced (config)	Configuration pins certain skills to always load	Workspace-wide rules you never want skipped

Where skills live

User-scoped — in your home directory, available to every soul you spawn
Workspace-scoped — checked into a project, version-controlled with your team
Plugin-scoped — shipped by a third-party plugin or registry, namespaced by source
Built-in — bundled with the OpenClaw distribution itself

The big idea: an OpenClaw skill is a manifest plus a procedure plus optional examples, discovered lazily by a soul that scans descriptions and loads only what matches. The description is the resume; the procedure is the interview.

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-openclaw-skills-anatomy-creators

What is the core idea behind "What A Skill Is In OpenClaw: Anatomy And Discovery"?
1. OpenClaw skills are pluggable capabilities — manifest plus procedure plus examples — that a soul discovers and invokes when the job calls for them. Understanding the anatomy is the first step to building or auditing one. Skills are how an OpenClaw agent grows hands OpenClaw is an open-source agentic framework that runs on your own machine.
2. Required for the official registry — skills published there must be signed by An…
3. implicit trigger
4. Write the manifest first — five plausible user phrasings should all match the de…
Which term best describes a foundational idea in "What A Skill Is In OpenClaw: Anatomy And Discovery"?
1. soul
2. skill
3. manifest
4. progressive disclosure
A learner studying What A Skill Is In OpenClaw: Anatomy And Discovery would need to understand which concept?
1. skill
2. manifest
3. soul
4. progressive disclosure
Which of these is directly relevant to What A Skill Is In OpenClaw: Anatomy And Discovery?
1. skill
2. soul
3. progressive disclosure
4. manifest
Which of the following is a key point about What A Skill Is In OpenClaw: Anatomy And Discovery?
1. Manifest: a small frontmatter block with name, description, and any permissions or trigger keywords.
2. Procedure: the natural-language instructions the soul follows once the skill is loaded — what steps …
3. Examples and assets: optional templates, sample inputs, helper scripts, or reference data the proced…
4. Required for the official registry — skills published there must be signed by An…
What is one important takeaway from studying What A Skill Is In OpenClaw: Anatomy And Discovery?
1. Workspace-scoped — checked into a project, version-controlled with your team
2. User-scoped — in your home directory, available to every soul you spawn
3. Plugin-scoped — shipped by a third-party plugin or registry, namespaced by source
4. Built-in — bundled with the OpenClaw distribution itself
Which of these does NOT belong in a discussion of What A Skill Is In OpenClaw: Anatomy And Discovery?
1. Workspace-scoped — checked into a project, version-controlled with your team
2. Plugin-scoped — shipped by a third-party plugin or registry, namespaced by source
3. User-scoped — in your home directory, available to every soul you spawn
4. Required for the official registry — skills published there must be signed by An…
What is the key insight about "Manifest plus procedure plus examples — that is the whole pattern" in the context of What A Skill Is In OpenClaw: Anatomy And Discovery?
1. Required for the official registry — skills published there must be signed by An…
2. implicit trigger
3. Write the manifest first — five plausible user phrasings should all match the de…
4. Strip a skill down and you find this trio: how it announces itself, how it works, and the worked examples it leans on.
What is the key insight about "This is the progressive-disclosure pattern" in the context of What A Skill Is In OpenClaw: Anatomy And Discovery?
1. Loading every full skill into every session would burn the context window.
2. Required for the official registry — skills published there must be signed by An…
3. implicit trigger
4. Write the manifest first — five plausible user phrasings should all match the de…
What is the key insight about "Trigger descriptions decide everything" in the context of What A Skill Is In OpenClaw: Anatomy And Discovery?
1. Required for the official registry — skills published there must be signed by An…
2. If your skill description does not use the words real users type, the soul will never load it.
3. implicit trigger
4. Write the manifest first — five plausible user phrasings should all match the de…
Which statement accurately describes an aspect of What A Skill Is In OpenClaw: Anatomy And Discovery?
1. Required for the official registry — skills published there must be signed by An…
2. implicit trigger
3. OpenClaw is an open-source agentic framework that runs on your own machine.
4. Write the manifest first — five plausible user phrasings should all match the de…
What does working with What A Skill Is In OpenClaw: Anatomy And Discovery typically involve?
1. Required for the official registry — skills published there must be signed by An…
2. implicit trigger
3. Write the manifest first — five plausible user phrasings should all match the de…
4. If you have used Claude Code skills or MCP servers, the shape will feel familiar.
Which of the following is true about What A Skill Is In OpenClaw: Anatomy And Discovery?
1. When you start a session, OpenClaw scans the configured skill directories and reads each manifest.
2. Required for the official registry — skills published there must be signed by An…
3. implicit trigger
4. Write the manifest first — five plausible user phrasings should all match the de…
Which best describes the scope of "What A Skill Is In OpenClaw: Anatomy And Discovery"?
1. It is unrelated to tools workflows
2. It focuses on OpenClaw skills are pluggable capabilities — manifest plus procedure plus examples — that a soul dis
3. It applies only to the opposite beginner tier
4. It was deprecated in 2024 and no longer relevant
Which section heading best belongs in a lesson about What A Skill Is In OpenClaw: Anatomy And Discovery?
1. Required for the official registry — skills published there must be signed by An…
2. implicit trigger
3. The three parts of a skill
4. Write the manifest first — five plausible user phrasings should all match the de…

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