---
sidebar_position: 2
title: "Skills System"
description: "On-demand knowledge documents — progressive disclosure, agent-managed skills, and the Skills Hub"
---

# Skills System

Skills are on-demand knowledge documents the agent can load when needed. They follow a **progressive disclosure** pattern to minimize token usage and are compatible with the [agentskills.io](https://agentskills.io/specification) open standard.

All skills live in **`~/.hermes/skills/`** — the primary directory and source of truth. On fresh install, bundled skills are copied from the repo. Hub-installed and agent-created skills also go here. The agent can modify or delete any skill.

You can also point Hermes at **external skill directories** — additional folders scanned alongside the local one. See [External Skill Directories](#external-skill-directories) below.

See also:

- [Bundled Skills Catalog](/docs/reference/skills-catalog)
- [Official Optional Skills Catalog](/docs/reference/optional-skills-catalog)

## Using Skills

Every installed skill is automatically available as a slash command:

```bash
# In the CLI or any messaging platform:
/gif-search funny cats
/axolotl help me fine-tune Llama 3 on my dataset
/github-pr-workflow create a PR for the auth refactor
/plan design a rollout for migrating our auth provider

# Just the skill name loads it and lets the agent ask what you need:
/excalidraw
```

The bundled `plan` skill is a good example. Running `/plan [request]` loads the skill's instructions, telling Hermes to inspect context if needed, write a markdown implementation plan instead of executing the task, and save the result under `.hermes/plans/` relative to the active workspace/backend working directory.

You can also interact with skills through natural conversation:

```bash
hermes chat --toolsets skills -q "What skills do you have?"
hermes chat --toolsets skills -q "Show me the axolotl skill"
```

## Progressive Disclosure

Skills use a token-efficient loading pattern:

```
Level 0: skills_list()           → [{name, description, category}, ...]   (~3k tokens)
Level 1: skill_view(name)        → Full content + metadata       (varies)
Level 2: skill_view(name, path)  → Specific reference file       (varies)
```

The agent only loads the full skill content when it actually needs it.

## SKILL.md Format

```markdown
---
name: my-skill
description: Brief description of what this skill does
version: 1.0.0
platforms: [macos, linux]     # Optional — restrict to specific OS platforms
metadata:
  hermes:
    tags: [python, automation]
    category: devops
    fallback_for_toolsets: [web]    # Optional — conditional activation (see below)
    requires_toolsets: [terminal]   # Optional — conditional activation (see below)
    config:                          # Optional — config.yaml settings
      - key: my.setting
        description: "What this controls"
        default: "value"
        prompt: "Prompt for setup"
---

# Skill Title

## When to Use
Trigger conditions for this skill.

## Procedure
1. Step one
2. Step two

## Pitfalls
- Known failure modes and fixes

## Verification
How to confirm it worked.
```

### Platform-Specific Skills

Skills can restrict themselves to specific operating systems using the `platforms` field:

| Value | Matches |
|-------|---------|
| `macos` | macOS (Darwin) |
| `linux` | Linux |
| `windows` | Windows |

```yaml
platforms: [macos]            # macOS only (e.g., iMessage, Apple Reminders, FindMy)
platforms: [macos, linux]     # macOS and Linux
```

When set, the skill is automatically hidden from the system prompt, `skills_list()`, and slash commands on incompatible platforms. If omitted, the skill loads on all platforms.

### Conditional Activation (Fallback Skills)

Skills can automatically show or hide themselves based on which tools are available in the current session. This is most useful for **fallback skills** — free or local alternatives that should only appear when a premium tool is unavailable.

```yaml
metadata:
  hermes:
    fallback_for_toolsets: [web]      # Show ONLY when these toolsets are unavailable
    requires_toolsets: [terminal]     # Show ONLY when these toolsets are available
    fallback_for_tools: [web_search]  # Show ONLY when these specific tools are unavailable
    requires_tools: [terminal]        # Show ONLY when these specific tools are available
```

| Field | Behavior |
|-------|----------|
| `fallback_for_toolsets` | Skill is **hidden** when the listed toolsets are available. Shown when they're missing. |
| `fallback_for_tools` | Same, but checks individual tools instead of toolsets. |
| `requires_toolsets` | Skill is **hidden** when the listed toolsets are unavailable. Shown when they're present. |
| `requires_tools` | Same, but checks individual tools. |

**Example:** The built-in `duckduckgo-search` skill uses `fallback_for_toolsets: [web]`. When you have `FIRECRAWL_API_KEY` set, the web toolset is available and the agent uses `web_search` — the DuckDuckGo skill stays hidden. If the API key is missing, the web toolset is unavailable and the DuckDuckGo skill automatically appears as a fallback.

Skills without any conditional fields behave exactly as before — they're always shown.

## Secure Setup on Load

Skills can declare required environment variables without disappearing from discovery:

```yaml
required_environment_variables:
  - name: TENOR_API_KEY
    prompt: Tenor API key
    help: Get a key from https://developers.google.com/tenor
    required_for: full functionality
```

When a missing value is encountered, Hermes asks for it securely only when the skill is actually loaded in the local CLI. You can skip setup and keep using the skill. Messaging surfaces never ask for secrets in chat — they tell you to use `hermes setup` or `~/.hermes/.env` locally instead.

Once set, declared env vars are **automatically passed through** to `execute_code` and `terminal` sandboxes — the skill's scripts can use `$TENOR_API_KEY` directly. For non-skill env vars, use the `terminal.env_passthrough` config option. See [Environment Variable Passthrough](/docs/user-guide/security#environment-variable-passthrough) for details.

### Skill Config Settings

Skills can also declare non-secret config settings (paths, preferences) stored in `config.yaml`:

```yaml
metadata:
  hermes:
    config:
      - key: myplugin.path
        description: Path to the plugin data directory
        default: "~/myplugin-data"
        prompt: Plugin data directory path
```

Settings are stored under `skills.config` in your config.yaml. `hermes config migrate` prompts for unconfigured settings, and `hermes config show` displays them. When a skill loads, its resolved config values are injected into the context so the agent knows the configured values automatically.

See [Skill Settings](/docs/user-guide/configuration#skill-settings) and [Creating Skills — Config Settings](/docs/developer-guide/creating-skills#config-settings-configyaml) for details.

## Skill Directory Structure

```text
~/.hermes/skills/                  # Single source of truth
├── mlops/                         # Category directory
│   ├── axolotl/
│   │   ├── SKILL.md               # Main instructions (required)
│   │   ├── references/            # Additional docs
│   │   ├── templates/             # Output formats
│   │   ├── scripts/               # Helper scripts callable from the skill
│   │   └── assets/                # Supplementary files
│   └── vllm/
│       └── SKILL.md
├── devops/
│   └── deploy-k8s/                # Agent-created skill
│       ├── SKILL.md
│       └── references/
├── .hub/                          # Skills Hub state
│   ├── lock.json
│   ├── quarantine/
│   └── audit.log
└── .bundled_manifest              # Tracks seeded bundled skills
```

## External Skill Directories

If you maintain skills outside of Hermes — for example, a shared `~/.agents/skills/` directory used by multiple AI tools — you can tell Hermes to scan those directories too.

Add `external_dirs` under the `skills` section in `~/.hermes/config.yaml`:

```yaml
skills:
  external_dirs:
    - ~/.agents/skills
    - /home/shared/team-skills
    - ${SKILLS_REPO}/skills
```

Paths support `~` expansion and `${VAR}` environment variable substitution.

### How it works

- **Read-only**: External dirs are only scanned for skill discovery. When the agent creates or edits a skill, it always writes to `~/.hermes/skills/`.
- **Local precedence**: If the same skill name exists in both the local dir and an external dir, the local version wins.
- **Full integration**: External skills appear in the system prompt index, `skills_list`, `skill_view`, and as `/skill-name` slash commands — no different from local skills.
- **Non-existent paths are silently skipped**: If a configured directory doesn't exist, Hermes ignores it without errors. Useful for optional shared directories that may not be present on every machine.

### Example

```text
~/.hermes/skills/               # Local (primary, read-write)
├── devops/deploy-k8s/
│   └── SKILL.md
└── mlops/axolotl/
    └── SKILL.md

~/.agents/skills/               # External (read-only, shared)
├── my-custom-workflow/
│   └── SKILL.md
└── team-conventions/
    └── SKILL.md
```

All four skills appear in your skill index. If you create a new skill called `my-custom-workflow` locally, it shadows the external version.

## Agent-Managed Skills (skill_manage tool)

The agent can create, update, and delete its own skills via the `skill_manage` tool. This is the agent's **procedural memory** — when it figures out a non-trivial workflow, it saves the approach as a skill for future reuse.

### When the Agent Creates Skills

- After completing a complex task (5+ tool calls) successfully
- When it hit errors or dead ends and found the working path
- When the user corrected its approach
- When it discovered a non-trivial workflow

### Actions

| Action | Use for | Key params |
|--------|---------|------------|
| `create` | New skill from scratch | `name`, `content` (full SKILL.md), optional `category` |
| `patch` | Targeted fixes (preferred) | `name`, `old_string`, `new_string` |
| `edit` | Major structural rewrites | `name`, `content` (full SKILL.md replacement) |
| `delete` | Remove a skill entirely | `name` |
| `write_file` | Add/update supporting files | `name`, `file_path`, `file_content` |
| `remove_file` | Remove a supporting file | `name`, `file_path` |

:::tip
The `patch` action is preferred for updates — it's more token-efficient than `edit` because only the changed text appears in the tool call.
:::

## Skills Hub

Browse, search, install, and manage skills from online registries, `skills.sh`, direct well-known skill endpoints, and official optional skills.

### Common commands

```bash
hermes skills browse                              # Browse all hub skills (official first)
hermes skills browse --source official            # Browse only official optional skills
hermes skills search kubernetes                   # Search all sources
hermes skills search react --source skills-sh     # Search the skills.sh directory
hermes skills search https://mintlify.com/docs --source well-known
hermes skills inspect openai/skills/k8s           # Preview before installing
hermes skills install openai/skills/k8s           # Install with security scan
hermes skills install official/security/1password
hermes skills install skills-sh/vercel-labs/json-render/json-render-react --force
hermes skills install well-known:https://mintlify.com/docs/.well-known/skills/mintlify
hermes skills list --source hub                   # List hub-installed skills
hermes skills check                               # Check installed hub skills for upstream updates
hermes skills update                              # Reinstall hub skills with upstream changes when needed
hermes skills audit                               # Re-scan all hub skills for security
hermes skills uninstall k8s                       # Remove a hub skill
hermes skills reset google-workspace              # Un-stick a bundled skill from "user-modified" (see below)
hermes skills reset google-workspace --restore    # Also restore the bundled version, deleting your local edits
hermes skills publish skills/my-skill --to github --repo owner/repo
hermes skills snapshot export setup.json          # Export skill config
hermes skills tap add myorg/skills-repo           # Add a custom GitHub source
```

### Supported hub sources

| Source | Example | Notes |
|--------|---------|-------|
| `official` | `official/security/1password` | Optional skills shipped with Hermes. |
| `skills-sh` | `skills-sh/vercel-labs/agent-skills/vercel-react-best-practices` | Searchable via `hermes skills search <query> --source skills-sh`. Hermes resolves alias-style skills when the skills.sh slug differs from the repo folder. |
| `well-known` | `well-known:https://mintlify.com/docs/.well-known/skills/mintlify` | Skills served directly from `/.well-known/skills/index.json` on a website. Search using the site or docs URL. |
| `github` | `openai/skills/k8s` | Direct GitHub repo/path installs and custom taps. |
| `clawhub`, `lobehub`, `claude-marketplace` | Source-specific identifiers | Community or marketplace integrations. |

### Integrated hubs and registries

Hermes currently integrates with these skills ecosystems and discovery sources:

#### 1. Official optional skills (`official`)

These are maintained in the Hermes repository itself and install with builtin trust.

- Catalog: [Official Optional Skills Catalog](../../reference/optional-skills-catalog)
- Source in repo: `optional-skills/`
- Example:

```bash
hermes skills browse --source official
hermes skills install official/security/1password
```

#### 2. skills.sh (`skills-sh`)

This is Vercel's public skills directory. Hermes can search it directly, inspect skill detail pages, resolve alias-style slugs, and install from the underlying source repo.

- Directory: [skills.sh](https://skills.sh/)
- CLI/tooling repo: [vercel-labs/skills](https://github.com/vercel-labs/skills)
- Official Vercel skills repo: [vercel-labs/agent-skills](https://github.com/vercel-labs/agent-skills)
- Example:

```bash
hermes skills search react --source skills-sh
hermes skills inspect skills-sh/vercel-labs/json-render/json-render-react
hermes skills install skills-sh/vercel-labs/json-render/json-render-react --force
```

#### 3. Well-known skill endpoints (`well-known`)

This is URL-based discovery from sites that publish `/.well-known/skills/index.json`. It is not a single centralized hub — it is a web discovery convention.

- Example live endpoint: [Mintlify docs skills index](https://mintlify.com/docs/.well-known/skills/index.json)
- Reference server implementation: [vercel-labs/skills-handler](https://github.com/vercel-labs/skills-handler)
- Example:

```bash
hermes skills search https://mintlify.com/docs --source well-known
hermes skills inspect well-known:https://mintlify.com/docs/.well-known/skills/mintlify
hermes skills install well-known:https://mintlify.com/docs/.well-known/skills/mintlify
```

#### 4. Direct GitHub skills (`github`)

Hermes can install directly from GitHub repositories and GitHub-based taps. This is useful when you already know the repo/path or want to add your own custom source repo.

Default taps (browsable without any setup):
- [openai/skills](https://github.com/openai/skills)
- [anthropics/skills](https://github.com/anthropics/skills)
- [VoltAgent/awesome-agent-skills](https://github.com/VoltAgent/awesome-agent-skills)
- [garrytan/gstack](https://github.com/garrytan/gstack)

- Example:

```bash
hermes skills install openai/skills/k8s
hermes skills tap add myorg/skills-repo
```

#### 5. ClawHub (`clawhub`)

A third-party skills marketplace integrated as a community source.

- Site: [clawhub.ai](https://clawhub.ai/)
- Hermes source id: `clawhub`

#### 6. Claude marketplace-style repos (`claude-marketplace`)

Hermes supports marketplace repos that publish Claude-compatible plugin/marketplace manifests.

Known integrated sources include:
- [anthropics/skills](https://github.com/anthropics/skills)
- [aiskillstore/marketplace](https://github.com/aiskillstore/marketplace)

Hermes source id: `claude-marketplace`

#### 7. LobeHub (`lobehub`)

Hermes can search and convert agent entries from LobeHub's public catalog into installable Hermes skills.

- Site: [LobeHub](https://lobehub.com/)
- Public agents index: [chat-agents.lobehub.com](https://chat-agents.lobehub.com/)
- Backing repo: [lobehub/lobe-chat-agents](https://github.com/lobehub/lobe-chat-agents)
- Hermes source id: `lobehub`

### Security scanning and `--force`

All hub-installed skills go through a **security scanner** that checks for data exfiltration, prompt injection, destructive commands, supply-chain signals, and other threats.

`hermes skills inspect ...` now also surfaces upstream metadata when available:
- repo URL
- skills.sh detail page URL
- install command
- weekly installs
- upstream security audit statuses
- well-known index/endpoint URLs

Use `--force` when you have reviewed a third-party skill and want to override a non-dangerous policy block:

```bash
hermes skills install skills-sh/anthropics/skills/pdf --force
```

Important behavior:
- `--force` can override policy blocks for caution/warn-style findings.
- `--force` does **not** override a `dangerous` scan verdict.
- Official optional skills (`official/...`) are treated as builtin trust and do not show the third-party warning panel.

### Trust levels

| Level | Source | Policy |
|-------|--------|--------|
| `builtin` | Ships with Hermes | Always trusted |
| `official` | `optional-skills/` in the repo | Builtin trust, no third-party warning |
| `trusted` | Trusted registries/repos such as `openai/skills`, `anthropics/skills` | More permissive policy than community sources |
| `community` | Everything else (`skills.sh`, well-known endpoints, custom GitHub repos, most marketplaces) | Non-dangerous findings can be overridden with `--force`; `dangerous` verdicts stay blocked |

### Update lifecycle

The hub now tracks enough provenance to re-check upstream copies of installed skills:

```bash
hermes skills check          # Report which installed hub skills changed upstream
hermes skills update         # Reinstall only the skills with updates available
hermes skills update react   # Update one specific installed hub skill
```

This uses the stored source identifier plus the current upstream bundle content hash to detect drift.

:::tip GitHub rate limits
Skills hub operations use the GitHub API, which has a rate limit of 60 requests/hour for unauthenticated users. If you see rate-limit errors during install or search, set `GITHUB_TOKEN` in your `.env` file to increase the limit to 5,000 requests/hour. The error message includes an actionable hint when this happens.
:::

## Bundled skill updates (`hermes skills reset`)

Hermes ships with a set of bundled skills in `skills/` inside the repo. On install and on every `hermes update`, a sync pass copies those into `~/.hermes/skills/` and records a manifest at `~/.hermes/skills/.bundled_manifest` mapping each skill name to the content hash at the time it was synced (the **origin hash**).

On each sync, Hermes recomputes the hash of your local copy and compares it to the origin hash:

- **Unchanged** → safe to pull upstream changes, copy the new bundled version in, record the new origin hash.
- **Changed** → treated as **user-modified** and skipped forever, so your edits never get stomped.

The protection is good, but it has one sharp edge. If you edit a bundled skill and then later want to abandon your changes and go back to the bundled version by just copy-pasting from `~/.hermes/hermes-agent/skills/`, the manifest still holds the *old* origin hash from whenever the last successful sync ran. Your fresh copy-paste contents (current bundled hash) won't match that stale origin hash, so sync keeps flagging it as user-modified.

`hermes skills reset` is the escape hatch:

```bash
# Safe: clears the manifest entry for this skill. Your current copy is preserved,
# but the next sync re-baselines against it so future updates work normally.
hermes skills reset google-workspace

# Full restore: also deletes your local copy and re-copies the current bundled
# version. Use this when you want the pristine upstream skill back.
hermes skills reset google-workspace --restore

# Non-interactive (e.g. in scripts or TUI mode) — skip the --restore confirmation.
hermes skills reset google-workspace --restore --yes
```

The same command works in chat as a slash command:

```text
/skills reset google-workspace
/skills reset google-workspace --restore
```

:::note Profiles
Each profile has its own `.bundled_manifest` under its own `HERMES_HOME`, so `hermes -p coder skills reset <name>` only affects that profile.
:::

### Slash commands (inside chat)

All the same commands work with `/skills`:

```text
/skills browse
/skills search react --source skills-sh
/skills search https://mintlify.com/docs --source well-known
/skills inspect skills-sh/vercel-labs/json-render/json-render-react
/skills install openai/skills/skill-creator --force
/skills check
/skills update
/skills reset google-workspace
/skills list
```

Official optional skills still use identifiers like `official/security/1password` and `official/migration/openclaw-migration`.
