Skills are markdown instruction files that teach the agent how and when to use tools. Each skill lives in a directory containing a SKILL.md file with YAML frontmatter and a markdown body. OpenClaw loads bundled skills plus any local overrides, and filters them at load time based on environment, config, and binary presence.
- Creating skills — Build and test a custom skill from scratch.
- Skill Workshop — Review and approve agent-drafted skill proposals.
- Skills config — Full
skills.*config schema and agent allowlists. - ClawHub — Browse and install community skills.
Loading order
OpenClaw loads from these sources, highest precedence first. When the same skill name appears in multiple places, the highest source wins.
| Priority | Source | Path |
|---|---|---|
| 1 — highest | Workspace skills | <workspace>/skills |
| 2 | Project agent skills | <workspace>/.agents/skills |
| 3 | Personal agent skills | ~/.agents/skills |
| 4 | Managed / local skills | ~/.openclaw/skills |
| 5 | Bundled skills | shipped with the install |
| 6 — lowest | Extra directories | skills.load.extraDirs + plugin skills |
Skill roots support grouped layouts. OpenClaw discovers a skill whenever SKILL.md appears anywhere under a configured root:
<workspace>/skills/research/SKILL.md ✓ found as "research"
<workspace>/skills/personal/research/SKILL.md ✓ also found as "research"The folder path is for organization only. The skill's name, slash command, and allowlist key all come from the name frontmatter field (or the directory name when name is missing).
Note
Codex CLI's native $CODEX_HOME/skills directory is not an OpenClaw skill root. Use openclaw migrate plan codex to inventory those skills, then openclaw migrate codex to copy them into your OpenClaw workspace.
Per-agent vs shared skills
In multi-agent setups, each agent has its own workspace. Use the path that matches your desired visibility:
| Scope | Path | Visible to |
|---|---|---|
| Per-agent | <workspace>/skills | Only that agent |
| Project-agent | <workspace>/.agents/skills | Only that workspace's agent |
| Personal-agent | ~/.agents/skills | All agents on this machine |
| Shared managed | ~/.openclaw/skills | All agents on this machine |
| Extra dirs | skills.load.extraDirs | All agents on this machine |
Agent allowlists
Skill location (precedence) and skill visibility (which agent can use it) are separate controls. Use allowlists to restrict which skills an agent sees, regardless of where they are loaded from.
{
agents: {
defaults: {
skills: ["github", "weather"], // shared baseline
},
list: [
{ id: "writer" }, // inherits github, weather
{ id: "docs", skills: ["docs-search"] }, // replaces defaults entirely
{ id: "locked-down", skills: [] }, // no skills
],
},
}Allowlist rules
- Omit `agents.defaults.skills` to leave all skills unrestricted by default.
- Omit `agents.list[].skills` to inherit `agents.defaults.skills`.
- Set `agents.list[].skills: []` to expose no skills for that agent.
- A non-empty `agents.list[].skills` list is the **final** set — it does not
merge with defaults.
- The effective allowlist applies across prompt building, slash-command
discovery, sandbox sync, and skill snapshots.
Plugins and skills
Plugins can ship their own skills by listing skills directories in openclaw.plugin.json (paths relative to the plugin root). Plugin skills load when the plugin is enabled — for example, the browser plugin ships a browser-automation skill for multi-step browser control.
Plugin skill directories merge at the same low-precedence level as skills.load.extraDirs, so a same-named bundled, managed, agent, or workspace skill overrides them. Gate them via metadata.openclaw.requires.config on the plugin's config entry.
See Plugins and Tools for the full plugin system.
Skill Workshop
Skill Workshop is a proposal queue between the agent and your active skill files. When the agent spots reusable work, it drafts a proposal instead of writing directly to SKILL.md. You review and approve before anything changes.
openclaw skills workshop list
openclaw skills workshop inspect <proposal-id>
openclaw skills workshop apply <proposal-id>See Skill Workshop for the full lifecycle, CLI reference, and configuration.
Installing from ClawHub
ClawHub is the public skills registry. Use openclaw skills commands for install and update, or the clawhub CLI for publish and sync.
| Action | Command |
|---|---|
| Install a skill into the workspace | openclaw skills install <slug> |
| Install from a Git repository | openclaw skills install git:owner/repo@ref |
| Install a local skill directory | openclaw skills install ./path/to/skill --as my-tool |
| Install for all local agents | openclaw skills install <slug> --global |
| Update all workspace skills | openclaw skills update --all |
| Update a shared managed skill | openclaw skills update <slug> --global |
| Update all shared managed skills | openclaw skills update --all --global |
| Verify a skill's trust envelope | openclaw skills verify <slug> |
| Print the generated Skill Card | openclaw skills verify <slug> --card |
| Publish / sync via ClawHub CLI | clawhub sync --all |
Install details
`openclaw skills install` installs into the active workspace `skills/`
directory by default. Add `--global` to install into the shared
`~/.openclaw/skills` directory, visible to all local agents unless agent
allowlists narrow it.
Git and local installs expect `SKILL.md` at the source root. The slug comes
from `SKILL.md` frontmatter `name` when valid, then falls back to the
directory or repository name. Use `--as <slug>` to override.
`openclaw skills update` tracks ClawHub installs only — reinstall Git or
local sources to refresh them.
Verification and security scanning
`openclaw skills verify <slug>` asks ClawHub for the skill's
`clawhub.skill.verify.v1` trust envelope. Installed ClawHub skills verify
against the version and registry recorded in `.clawhub/origin.json`.
ClawHub skill pages expose the latest security scan state before install,
with detail pages for VirusTotal, ClawScan, and static analysis. The
command exits non-zero when ClawHub marks verification as failed. Publishers
recover false positives through the ClawHub dashboard or
`clawhub skill rescan <slug>`.
Private archive installs
Gateway clients that need non-ClawHub delivery can stage a zip skill archive
with `skills.upload.begin`, `skills.upload.chunk`, and `skills.upload.commit`,
then install with `skills.install({ source: "upload", ... })`. This path is
off by default and requires `skills.install.allowUploadedArchives: true` in
`openclaw.json`. Normal ClawHub installs never need that setting.
Security
Warning
Treat third-party skills as untrusted code. Read them before enabling. Prefer sandboxed runs for untrusted inputs and risky tools. See Sandboxing for agent-side controls.
Path containment
Workspace, project-agent, and extra-dir skill discovery only accepts skill
roots whose resolved realpath stays inside the configured root, unless
`skills.load.allowSymlinkTargets` explicitly trusts a target root.
Skill Workshop writes through those trusted targets only when
`skills.workshop.allowSymlinkTargetWrites` is enabled.
Managed `~/.openclaw/skills` and personal `~/.agents/skills` may contain
symlinked skill folders, but every `SKILL.md` realpath must still stay
inside its resolved skill directory.
Operator install policy
Configure `security.installPolicy` to run a trusted local policy command
before skill installs continue. The policy receives metadata and the staged
source path, applies to ClawHub, uploaded, Git, local, update, and
dependency-installer paths, and fails closed when the command cannot return
a valid decision.
Secret injection scope
`skills.entries.*.env` and `skills.entries.*.apiKey` inject secrets into the
**host** process for that agent turn only — not into the sandbox. Keep
secrets out of prompts and logs.
For the broader threat model and security checklists, see Security.
SKILL.md format
Every skill needs at minimum a name and description in the frontmatter:
---
name: image-lab
description: Generate or edit images via a provider-backed image workflow
---
When the user asks to generate an image, use the `image_generate` tool...Note
OpenClaw follows the AgentSkills spec. The frontmatter parser supports single-line keys only — metadata must be a single-line JSON object. Use {baseDir} in the body to reference the skill folder path.
Optional frontmatter keys
param
URL shown as "Website" in the macOS Skills UI. Also supported via metadata.openclaw.homepage.
param
When true, the skill is exposed as a user-invocable slash command.
param
When true, OpenClaw keeps the skill's instructions out of the agent's normal prompt. The skill is still available as a slash command when user-invocable is also true.
param
When set to tool, the slash command bypasses the model and dispatches directly to a registered tool.
param
Tool name to invoke when command-dispatch: tool is set.
param
For tool dispatch, forwards the raw args string to the tool with no core parsing. The tool receives { command: "<raw args>", commandName: "<slash command>", skillName: "<skill name>" }.
Gating
OpenClaw filters skills at load time using metadata.openclaw (single-line JSON in the frontmatter). A skill with no metadata.openclaw block is always eligible unless explicitly disabled.
---
name: image-lab
description: Generate or edit images via a provider-backed image workflow
metadata:
{
"openclaw":
{
"requires": { "bins": ["uv"], "env": ["GEMINI_API_KEY"], "config": ["browser.enabled"] },
"primaryEnv": "GEMINI_API_KEY",
},
}
---param
When true, always include the skill and skip all other gates.
param
Optional emoji shown in the macOS Skills UI.
param
Optional URL shown as "Website" in the macOS Skills UI.
param
Platform filter. When set, the skill is only eligible on the listed OSes.
param
Each binary must exist on PATH.
param
At least one binary must exist on PATH.
param
Each env var must exist in the process or be provided via config.
param
Each openclaw.json path must be truthy.
param
Env var name associated with skills.entries.<name>.apiKey.
param
Optional installer specs used by the macOS Skills UI (brew / node / go / uv / download).
Note
Legacy metadata.clawdbot blocks are still accepted when metadata.openclaw is absent, so older installed skills keep their dependency gates and installer hints. New skills should use metadata.openclaw.
Installer specs
Installer specs tell the macOS Skills UI how to install a dependency:
---
name: gemini
description: Use Gemini CLI for coding assistance and Google search lookups.
metadata:
{
"openclaw":
{
"emoji": "♊️",
"requires": { "bins": ["gemini"] },
"install":
[
{
"id": "brew",
"kind": "brew",
"formula": "gemini-cli",
"bins": ["gemini"],
"label": "Install Gemini CLI (brew)",
},
],
},
}
---Installer selection rules
- When multiple installers are listed, the gateway picks one preferred
option (brew when available, otherwise node).
- If all installers are `download`, OpenClaw lists each entry so you can
see all available artifacts.
- Specs can include `os: ["darwin"|"linux"|"win32"]` to filter by platform.
- Node installs honor `skills.install.nodeManager` in `openclaw.json`
(default: npm; options: npm / pnpm / yarn / bun). This only affects skill
installs; the Gateway runtime should still be Node.
- Gateway installer preference: Homebrew → uv → configured node manager →
go → download.
Per-installer details
- **Homebrew:** OpenClaw does not auto-install Homebrew or translate brew
formulas into system package commands. In Linux containers without
`brew`, brew-only installers are hidden; use a custom image or install
the dependency manually.
- **Go:** if `go` is missing and `brew` is available, the gateway installs
Go via Homebrew first and sets `GOBIN` to Homebrew's `bin`.
- **Download:** `url` (required), `archive` (`tar.gz` | `tar.bz2` | `zip`),
`extract` (default: auto when archive detected), `stripComponents`,
`targetDir` (default: `~/.openclaw/tools/<skillKey>`).
Sandboxing notes
`requires.bins` is checked on the **host** at skill load time. If an agent
runs in a sandbox, the binary must also exist **inside the container**.
Install it via `agents.defaults.sandbox.docker.setupCommand` or a custom
image. `setupCommand` runs once after container creation and requires
network egress, a writable root FS, and a root user in the sandbox.
Config overrides
Toggle and configure bundled or managed skills under skills.entries in ~/.openclaw/openclaw.json:
{
skills: {
entries: {
"image-lab": {
enabled: true,
apiKey: { source: "env", provider: "default", id: "GEMINI_API_KEY" },
env: { GEMINI_API_KEY: "GEMINI_KEY_HERE" },
config: {
endpoint: "https://example.invalid",
model: "nano-pro",
},
},
peekaboo: { enabled: true },
sag: { enabled: false },
},
},
}param
false disables the skill even when bundled or installed. The coding-agent bundled skill is opt-in — set skills.entries.coding-agent.enabled: true and ensure one of claude, codex, opencode, or another supported CLI is installed and authenticated.
param
Convenience field for skills that declare metadata.openclaw.primaryEnv. Supports a plaintext string or a SecretRef object.
param
"> Environment variables injected for the agent run. Only injected when the variable is not already set in the process.
param
Optional bag for custom per-skill configuration fields.
param
Optional allowlist for bundled skills only. When set, only bundled skills in the list are eligible. Managed and workspace skills are unaffected.
Note
Config keys match the skill name by default. If a skill defines metadata.openclaw.skillKey, use that key under skills.entries. Quote hyphenated names: JSON5 allows quoted keys.
Environment injection
When an agent run starts, OpenClaw:
Reads skill metadata
OpenClaw resolves the effective skill list for the agent, applying gating
rules, allowlists, and config overrides.
Injects env and API keys
`skills.entries.<key>.env` and `skills.entries.<key>.apiKey` are applied to
`process.env` for the duration of the run.
Builds the system prompt
Eligible skills are compiled into a compact XML block and injected into the
system prompt.
Restores the environment
After the run ends, the original environment is restored.
Warning
Env injection is scoped to the host agent run, not the sandbox. Inside a sandbox, env and apiKey have no effect. See Skills config for how to pass secrets into sandboxed runs.
For the bundled claude-cli backend, OpenClaw also materializes the same eligible skill snapshot as a temporary Claude Code plugin and passes it via --plugin-dir. Other CLI backends use the prompt catalog only.
Snapshots and refresh
OpenClaw snapshots eligible skills when a session starts and reuses that list for all subsequent turns in the session. Changes to skills or config take effect on the next new session.
Skills refresh mid-session in two cases:
- The skills watcher detects a
SKILL.mdchange. - A new eligible remote node connects.
The refreshed list is picked up on the next agent turn. If the effective agent allowlist changes, OpenClaw refreshes the snapshot to keep visible skills aligned.
Skills watcher
By default, OpenClaw watches skill folders and bumps the snapshot when
`SKILL.md` files change. Configure under `skills.load`:
```json5
{
skills: {
load: {
extraDirs: ["~/Projects/agent-scripts/skills"],
allowSymlinkTargets: ["~/Projects/manager/skills"],
watch: true,
watchDebounceMs: 250,
},
},
}
```
Use `allowSymlinkTargets` for intentional symlinked layouts where a skill
root symlink points outside the configured root, for example
`<workspace>/skills/manager -> ~/Projects/manager/skills`.
Enable `skills.workshop.allowSymlinkTargetWrites` only when Skill Workshop
should also apply proposals through those trusted symlinked paths.
Remote macOS nodes (Linux gateway)
If the Gateway runs on Linux but a **macOS node** is connected with
`system.run` allowed, OpenClaw can treat macOS-only skills as eligible when
the required binaries are present on that node. The agent should run those
skills via the `exec` tool with `host=node`.
Offline nodes do **not** make remote-only skills visible. If a node stops
answering bin probes, OpenClaw clears its cached bin matches.
Token impact
When skills are eligible, OpenClaw injects a compact XML block into the system prompt. The cost is deterministic:
total = 195 + Σ (97 + len(name) + len(description) + len(filepath))- Base overhead (only when ≥ 1 skill): ~195 characters
- Per skill: ~97 characters + your
name,description, andlocationfield lengths - XML escaping expands
& < > " 'into entities, adding a few characters per occurrence - At ~4 chars/token, 97 chars ≈ 24 tokens per skill before field lengths
Keep descriptions short and descriptive to minimize prompt overhead.
Related
- Creating skills — Step-by-step guide to authoring a custom skill.
- Skill Workshop — Proposal queue for agent-drafted skills.
- Skills config — Full
skills.*config schema and agent allowlists. - Slash commands — How skill slash commands are registered and routed.
- ClawHub — Browse and publish skills on the public registry.
- Plugins — Plugins can ship skills alongside the tools they document.