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What Is an OpenClaw Skill? SKILL.md, Tools, and Common Fixes
If you searched what is an openclaw skill, openclaw skills explained, or claw skill, this page gives the practical answer first, then the install and troubleshooting steps.
An OpenClaw skill is a reusable operating playbook centered on SKILL.md. It does not add permissions by itself; it orchestrates already-enabled tools in a repeatable workflow.
If you are debugging error: missing scope: operator.read, jump to How to Fix OpenClaw Skill Permission Denied for a focused fix path.
TL;DR
- An OpenClaw skill is a folder centered on
SKILL.md; withoutSKILL.md, it is not a skill. - Tools are capabilities; skills are playbooks that orchestrate those capabilities.
- Install success and runtime success are different checks: always verify permission scope, dependencies, and credentials.
OpenClaw skill explained in 30 seconds
OpenClaw skill: instructions and workflow logic.OpenClaw tool: execution capability (file/shell/web/API).- A skill can be installed but still fail if the required tool scope is missing.
- The minimum valid skill package is a folder containing
SKILL.md.
Table of contents
- What Is an OpenClaw Skill?
- OpenClaw skill explained in 30 seconds
- Inside an OpenClaw Skill: SKILL.md and metadata
- How to install OpenClaw skills (step-by-step)
- How to use OpenClaw skills effectively
- Troubleshooting OpenClaw skills
- Before you ship: review checklist
- Conclusion
- FAQ
- References
What Is an OpenClaw Skill?
The official definition
At a practical level, an OpenClaw skill is a structured folder with one required file: SKILL.md.
SKILL.mdstarts with YAML frontmatter and continues with markdown instructions.- The frontmatter defines metadata like name, description, and invocation behavior.
- The body defines workflow intent, step sequence, guardrails, and fallback behavior.
- Optional files (
scripts/,references/,assets/) improve reliability and reuse.
Think of it as an operating manual that the agent can load and follow.
Skills vs tools: how they work together
Tools and skills solve different layers of execution:
| Layer | Purpose | Example |
|---|---|---|
| Tools | What OpenClaw can do | file access, shell commands, web requests, browser control |
| Skills | How OpenClaw should do it | install workflow, support triage workflow, reporting workflow |
A common failure pattern is installing a skill that expects shell or web access while those tools are restricted. The skill exists, but runtime fails.
For setup details, see How to Install OpenClaw Skills.
Where skills live in the architecture
OpenClaw skills are loaded from configured skill directories (workspace, local/global, bundled).
- Workspace-level skills are project specific.
- Local/global skills are reusable across projects on the same machine.
- Bundled skills are maintained defaults and can be controlled by runtime settings.
In naming conflicts, deployment precedence matters. Keep one canonical skill path per environment to reduce ambiguity. Ecosystem counts in blog posts and community directories can change over time, so treat skill-count figures as point-in-time references.
Inside an OpenClaw Skill: SKILL.md and metadata
Basic SKILL.md structure
Use this shape for predictable behavior:
---
name: weekly-report
description: Build a weekly operational summary from project logs and issue trackers.
---
# Weekly Report
## What it does
## Inputs needed
## Workflow
## Guardrails
## Failure handling
This structure makes the skill easy to invoke, test, and hand off across teams.
Key frontmatter fields you should know
| Field | Why it matters |
|---|---|
name, description | Core routing signal for user and model invocation |
user-invocable | Controls whether users can trigger the skill directly |
disable-model-invocation | Prevents model auto-selection when needed |
command-dispatch, command-tool | Supports command routing directly to a tool |
command-arg-mode | Defines how command args are forwarded (for example raw) |
metadata.openclaw.skillKey | Optional custom key for entry mapping |
enabled | Allows explicit config-level enable/disable |
env | Skill-level environment variable defaults (without overriding existing process vars) |
Recommended folder layout around SKILL.md
Minimum:
my-skill/
SKILL.md
Recommended:
my-skill/
SKILL.md
scripts/
references/
assets/
If you are building your first custom one, follow Create an OpenClaw Skill: Template, Test, Safe Rollout.
How to install OpenClaw skills (step-by-step)
Pre-installation checklist
Before install:
- Confirm OpenClaw is running in the target environment.
- Confirm required capabilities (
file,shell,web, connectors). - Prepare credentials and secure env injection strategy.
- Define a small test task for post-install verification.
Method 1: install via the built-in Skills UI
Recommended for most users:
- Open Skills UI.
- Search and install/enable target skill.
- Fill required config fields.
- Save and reload if prompted.
Method 2: install from a public skill hub
Typical flow:
- Review maintainer, update recency, and scope.
- Run provided install command.
- Reload OpenClaw.
- Validate with one low-risk task.
Method 3: manual install from folder or Git repo
Typical flow:
- Place skill folder in configured skills directory.
- Verify
SKILL.mdexists and frontmatter is valid. - Reload runtime.
- Run dry-run then small real task.
Manage skills with CLI
Useful checks:
openclaw skills listopenclaw skills list --eligibleopenclaw skills info <name>openclaw skills check
How to use OpenClaw skills effectively
Automatic invocation vs slash commands
- Auto invocation: model selects skill when scope matches and model invocation is enabled.
- User command invocation: direct user trigger if
user-invocableis enabled. - Direct tool dispatch mode: slash command routes to tool when configured via command dispatch fields.
Real-world scenarios where skills shine
- Developer workflow automation (git, CI notes, incident summaries)
- Workspace knowledge operations (notes, docs, sync tasks)
- Support and triage workflows (classification, response drafting, escalation templates)
- Reporting workflows (daily digests, weekly summaries, executive snapshots)
Best practices for SKILL.md quality
- Write like an operations manual, not generic prose.
- Define deterministic outputs and guardrails.
- Add failure paths and stop conditions.
- Avoid overlapping scope with similar skills.
- Keep risky actions explicit and approval-aware.
Troubleshooting OpenClaw skills
For deeper incident tables, use OpenClaw Skill Troubleshooting: 15 Common Errors and Fixes.
Structured debugging workflow
- Reproduce with the same input and environment.
- Classify issue type (permission, dependency, path, policy, network/API).
- Isolate root cause with one-change-only iterations.
- Apply fix and verify twice with same test case.
- Document fix and rollback conditions.
Symptom-based troubleshooting table
| Symptom | Likely cause | First fix |
|---|---|---|
| Skill not listed | Wrong path or missing SKILL.md | Validate directory and required file |
| Listed but never triggers | Vague description or overlap | Tighten scope and trigger wording |
| Starts then fails | Missing permission/dependency/credential | Add minimal required scope and dependencies |
| Local pass, server fail | Runtime drift | Diff env vars, tool policy, and installed CLIs |
| Silent failure | Missing observability | Add explicit step logs and checkpoints |
File-level and CLI checks
ls -la ~/.openclaw/skills/<your-skill>
test -f ~/.openclaw/skills/<your-skill>/SKILL.md && echo "SKILL.md OK" || echo "SKILL.md MISSING"
openclaw skills list --eligible
Before you ship: review checklist
Use this gate before broader rollout:
- Source is trusted and maintainable.
SKILL.mdstructure and metadata are valid.- Required tools and permissions are least-privilege aligned.
- Credentials are securely configured.
- One representative test task passes in target environment.
- Rollback triggers are documented.
For a dedicated pre-install gate, use OpenClaw Skill Review Checklist Before Install.
Conclusion
OpenClaw skills are not just add-ons; they are operational instructions that standardize how work gets done.
If you treat each skill as a production playbook with clear metadata, least-privilege execution, and repeatable validation, you get faster automation with fewer runtime surprises.
FAQ
Do OpenClaw Skills add permissions automatically?
No. Skills define workflow logic, but runtime permissions are controlled by tools and policy configuration.
What does "error: missing scope: operator.read" usually mean?
It usually means the skill was invoked, but the runtime denied a required tool permission. Grant the minimum required scope and retry with a small test case.
What is the minimum required file for an OpenClaw skill?
SKILL.md is required. Everything else is optional support material.
Why does a skill install but fail at runtime?
Usually because of permission mismatch, missing dependencies, or incomplete credentials in the active environment.
How should beginners start?
Install one trusted skill, run a small test task, and verify scope before enabling more complex workflows.
References
- OpenClaw Skills Guide (Lumadock)
- OpenClaw system architecture overview
- Skills in API examples (OpenAI Cookbook)
- OpenClaw Skill Creator notes (Playbooks)
- OpenClaw Tools and Skills docs
- OpenClaw CLI skills docs
- OpenClaw Skills installation guide
- OpenClaw Skills troubleshooting guide
- OpenClaw Skill review checklist
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Written by OpenClaw Community Editorial Team. Last reviewed on . Standards: Editorial Policy and Corrections Policy.