OpenClaw guide

OpenClaw skills: consistent tool use at scale

Skills are how OpenClaw teaches an agent to use tools reliably. A skill is a folder with a `SKILL.md` that contains metadata and instructions. Skills keep your workflow behavior consistent across sessions and make automation much easier to maintain.

TL;DR (why skills matter)

Skills are the difference between “the agent sometimes does the right thing” and “the agent behaves predictably.” Put tool usage rules and examples in skills so you can maintain them like code.

  • Skills live as directories with a `SKILL.md`
  • They teach tool usage patterns and constraints
  • They can ship bundled, live in `~/.openclaw/skills`, or exist in a workspace
  • Workspace skills override global and bundled skills

Skill loading and precedence

OpenClaw loads skills from multiple locations. When the same skill exists in more than one place, precedence determines which one wins. This is useful for overrides and environment-specific customization.

  • Bundled skills (shipped with OpenClaw)
  • `~/.openclaw/skills` (managed/local)
  • `<workspace>/skills` (highest precedence)

A minimal skill structure

A skill is a directory. The required piece is a `SKILL.md` file with YAML frontmatter and clear instructions about when to use it and how to use tools safely.

  • Keep the “when to use” section narrow (avoid triggering on everything)
  • Describe the exact tools the agent should use
  • Add 2 to 3 examples mapping user intent to actions
  • Call out safety boundaries (what not to do)

Example SKILL.md skeleton

---
name: research_brief
description: Create a cited research brief using web_search and web_fetch.
---

# Research Brief

## When to use
Use this skill when the user asks for research, comparisons, or a cited summary.

## How to do it
1. Use web_search for sources.
2. Use web_fetch to read sources.
3. Write a brief with citations.

## Safety
- Do not claim certainty when sources conflict.
- Prefer primary sources where possible.

How Clawdguy helps

Skills are most valuable when they run in stable, always-on environments. Clawdguy gives you managed OpenClaw hosting so you can deploy a set of skills, keep them updated, and run consistent workflows without rebuilding your infrastructure every time.

That matters if your skills are powering real operations rather than one-off demos.

  • Stable runtime for skills-backed automation
  • Control plane for lifecycle management and maintenance
  • Faster path from local experiments to production workflows