mirror of
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fix(website): cross-locale doc links + drop empty ko locale (#31895)
The locale switcher appeared broken because hardcoded markdown links (`](/docs/X)`) got double-prefixed by Docusaurus to `/docs/<locale>/docs/X` (404) in non-English locales, and the MDX hero `<a href>` on the index page escaped locale routing entirely. Changes: - Rewrite 922 `](/docs/X)` -> `](/X)` across 166 docs files (strip trailing .md too). Docusaurus prepends locale + baseUrl itself. - docs/index.md -> index.mdx; hero "Get Started" anchor -> Docusaurus <Link> so it stays inside the active locale. - Drop `ko` locale entirely from docusaurus.config.ts + delete i18n/ko/ (4 stale auto-translated kanban pages, <2% coverage, misleading). Verified `npm run build` succeeds for both en and zh-Hans; `build/zh-Hans/ index.html` has no /docs/zh-Hans/docs/... double-prefixed paths. PR2 will translate the 335 English docs into i18n/zh-Hans/.
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@ -226,7 +226,7 @@ Options:
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| `--all` | On `start` / `restart` / `stop`: act on **every profile's** gateway, not just the active `HERMES_HOME`. Useful if you run multiple profiles side-by-side and want to restart them all after `hermes update`. |
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:::tip WSL users
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Use `hermes gateway run` instead of `hermes gateway start` — WSL's systemd support is unreliable. Wrap it in tmux for persistence: `tmux new -s hermes 'hermes gateway run'`. See [WSL FAQ](/docs/reference/faq#wsl-gateway-keeps-disconnecting-or-hermes-gateway-start-fails) for details.
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Use `hermes gateway run` instead of `hermes gateway start` — WSL's systemd support is unreliable. Wrap it in tmux for persistence: `tmux new -s hermes 'hermes gateway run'`. See [WSL FAQ](/reference/faq#wsl-gateway-keeps-disconnecting-or-hermes-gateway-start-fails) for details.
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:::
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## `hermes lsp`
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@ -253,7 +253,7 @@ Subcommands:
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| `restart` | Tear down running clients so the next edit re-spawns. |
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| `which <id>` | Print the resolved binary path for one server. |
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See [LSP — Semantic Diagnostics](/docs/user-guide/features/lsp) for
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See [LSP — Semantic Diagnostics](/user-guide/features/lsp) for
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the full guide, supported languages, and configuration knobs.
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## `hermes setup`
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@ -345,7 +345,7 @@ up any new commands.
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## `hermes auth`
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Manage credential pools for same-provider key rotation. See [Credential Pools](/docs/user-guide/features/credential-pools) for full documentation.
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Manage credential pools for same-provider key rotation. See [Credential Pools](/user-guide/features/credential-pools) for full documentation.
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```bash
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hermes auth # Interactive wizard
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@ -405,7 +405,7 @@ Multi-profile, multi-project collaboration board. Each install can host many boa
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|------|---------|
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| `--board <slug>` | Operate on a specific board. Defaults to the current board (set via `hermes kanban boards switch`, the `HERMES_KANBAN_BOARD` env var, or `default`). |
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**This is the human / scripting surface.** Agent workers spawned by the dispatcher drive the board through a dedicated `kanban_*` [toolset](/docs/user-guide/features/kanban#how-workers-interact-with-the-board) (`kanban_show`, `kanban_complete`, `kanban_block`, `kanban_create`, `kanban_link`, `kanban_comment`, `kanban_heartbeat`; orchestrator profiles also get `kanban_list` and `kanban_unblock`) instead of shelling to `hermes kanban`. Workers have `HERMES_KANBAN_BOARD` pinned in their env so they physically cannot see other boards.
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**This is the human / scripting surface.** Agent workers spawned by the dispatcher drive the board through a dedicated `kanban_*` [toolset](/user-guide/features/kanban#how-workers-interact-with-the-board) (`kanban_show`, `kanban_complete`, `kanban_block`, `kanban_create`, `kanban_link`, `kanban_comment`, `kanban_heartbeat`; orchestrator profiles also get `kanban_list` and `kanban_unblock`) instead of shelling to `hermes kanban`. Workers have `HERMES_KANBAN_BOARD` pinned in their env so they physically cannot see other boards.
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| Action | Purpose |
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|--------|---------|
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@ -433,7 +433,7 @@ Multi-profile, multi-project collaboration board. Each install can host many boa
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| `dispatch` | One dispatcher pass on the active board. Flags: `--dry-run`, `--max N`, `--failure-limit N`, `--json`. |
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| `context <id>` | Print the full context a worker would see (title + body + parent results + comments). |
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| `specify <id>` / `specify --all` | Flesh out a triage-column task into a concrete spec (title + body with goal, approach, acceptance criteria) via the auxiliary LLM, then promote it to `todo`. Flags: `--tenant` (scope `--all` to one tenant), `--author`, `--json`. Configure the model under `auxiliary.triage_specifier` in `config.yaml`. |
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| `decompose <id>` / `decompose --all` | Fan a triage-column task out into a graph of child tasks routed to specialist profiles by description (the orchestrator-driven path). Falls back to specify-style single-task promotion when the LLM decides the task doesn't benefit from fan-out. Same flags as `specify`. Configure the model under `auxiliary.kanban_decomposer` in `config.yaml`. Also runs automatically every dispatcher tick when `kanban.auto_decompose: true` (the default). See [Auto vs Manual orchestration](/docs/user-guide/features/kanban#auto-vs-manual-orchestration). |
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| `decompose <id>` / `decompose --all` | Fan a triage-column task out into a graph of child tasks routed to specialist profiles by description (the orchestrator-driven path). Falls back to specify-style single-task promotion when the LLM decides the task doesn't benefit from fan-out. Same flags as `specify`. Configure the model under `auxiliary.kanban_decomposer` in `config.yaml`. Also runs automatically every dispatcher tick when `kanban.auto_decompose: true` (the default). See [Auto vs Manual orchestration](/user-guide/features/kanban#auto-vs-manual-orchestration). |
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| `gc` | Remove scratch workspaces for archived tasks. |
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Examples:
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@ -456,7 +456,7 @@ Board resolution order (highest precedence first): `--board <slug>` flag → `HE
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All actions are also available as a slash command in the gateway (`/kanban …`), with the same argument surface — including `boards` subcommands and the `--board` flag.
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For the full design — comparison with Cline Kanban / Paperclip / NanoClaw / Gemini Enterprise, eight collaboration patterns, four user stories, concurrency correctness proof — see `docs/hermes-kanban-v1-spec.pdf` in the repository or the [Kanban user guide](/docs/user-guide/features/kanban).
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For the full design — comparison with Cline Kanban / Paperclip / NanoClaw / Gemini Enterprise, eight collaboration patterns, four user stories, concurrency correctness proof — see `docs/hermes-kanban-v1-spec.pdf` in the repository or the [Kanban user guide](/user-guide/features/kanban).
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## `hermes webhook`
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@ -1164,7 +1164,7 @@ hermes claw migrate --source /home/user/old-openclaw
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hermes dashboard [options]
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```
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Launch the web dashboard — a browser-based UI for managing configuration, API keys, and monitoring sessions. Requires `pip install hermes-agent[web]` (FastAPI + Uvicorn). The embedded browser Chat tab requires `--tui` plus the `pty` extra. See [Web Dashboard](/docs/user-guide/features/web-dashboard) for full documentation.
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Launch the web dashboard — a browser-based UI for managing configuration, API keys, and monitoring sessions. Requires `pip install hermes-agent[web]` (FastAPI + Uvicorn). The embedded browser Chat tab requires `--tui` plus the `pty` extra. See [Web Dashboard](/user-guide/features/web-dashboard) for full documentation.
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| Option | Default | Description |
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|--------|---------|-------------|
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@ -58,7 +58,7 @@ All variables go in `~/.hermes/.env`. You can also set them with `hermes config
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| `AZURE_CLIENT_SECRET` | Service principal secret used by `EnvironmentCredential` |
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| `AZURE_CLIENT_CERTIFICATE_PATH` | Service principal certificate (alternative to `AZURE_CLIENT_SECRET`) |
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| `AZURE_FEDERATED_TOKEN_FILE` | Federated token file path for AKS Workload Identity / OIDC flows |
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| `AZURE_AUTHORITY_HOST` | Sovereign-cloud authority override (e.g. `https://login.microsoftonline.us` for Azure Government). See [Azure Foundry guide](/docs/guides/azure-foundry#sovereign-clouds-government-china) |
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| `AZURE_AUTHORITY_HOST` | Sovereign-cloud authority override (e.g. `https://login.microsoftonline.us` for Azure Government). See [Azure Foundry guide](/guides/azure-foundry#sovereign-clouds-government-china) |
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| `IDENTITY_ENDPOINT` / `MSI_ENDPOINT` | Managed Identity endpoint for App Service, Functions, and Container Apps; VMs usually use IMDS instead and do not set these |
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| `HF_TOKEN` | Hugging Face token for Inference Providers ([huggingface.co/settings/tokens](https://huggingface.co/settings/tokens)) |
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| `HF_BASE_URL` | Override Hugging Face base URL (default: `https://router.huggingface.co/v1`) |
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@ -163,7 +163,7 @@ For native Anthropic auth, Hermes prefers Claude Code's own credential files whe
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### Langfuse Observability
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Environment variables for the bundled [`observability/langfuse`](/docs/user-guide/features/built-in-plugins#observabilitylangfuse) plugin. Set these in `~/.hermes/.env`. The plugin must also be enabled (`hermes plugins enable observability/langfuse`, or check the box in `hermes plugins`) before any of these take effect.
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Environment variables for the bundled [`observability/langfuse`](/user-guide/features/built-in-plugins#observabilitylangfuse) plugin. Set these in `~/.hermes/.env`. The plugin must also be enabled (`hermes plugins enable observability/langfuse`, or check the box in `hermes plugins`) before any of these take effect.
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| Variable | Description |
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|----------|-------------|
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@ -179,7 +179,7 @@ Environment variables for the bundled [`observability/langfuse`](/docs/user-guid
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### Nous Tool Gateway
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These variables configure the [Tool Gateway](/docs/user-guide/features/tool-gateway) for paid Nous subscribers or self-hosted gateway deployments. Most users don't need to set these — the gateway is configured automatically via `hermes model` or `hermes tools`.
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These variables configure the [Tool Gateway](/user-guide/features/tool-gateway) for paid Nous subscribers or self-hosted gateway deployments. Most users don't need to set these — the gateway is configured automatically via `hermes model` or `hermes tools`.
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| Variable | Description |
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|----------|-------------|
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@ -417,7 +417,7 @@ For cloud sandbox backends, persistence is filesystem-oriented. `TERMINAL_LIFETI
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| `API_SERVER_PORT` | Port for the API server (default: `8642`) |
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| `API_SERVER_HOST` | Host/bind address for the API server (default: `127.0.0.1`). Use `0.0.0.0` for network access — requires `API_SERVER_KEY` and a narrow `API_SERVER_CORS_ORIGINS` allowlist. |
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| `API_SERVER_MODEL_NAME` | Model name advertised on `/v1/models`. Defaults to the profile name (or `hermes-agent` for the default profile). Useful for multi-user setups where frontends like Open WebUI need distinct model names per connection. |
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| `GATEWAY_PROXY_URL` | URL of a remote Hermes API server to forward messages to ([proxy mode](/docs/user-guide/messaging/matrix#proxy-mode-e2ee-on-macos)). When set, the gateway handles platform I/O only — all agent work is delegated to the remote server. Also configurable via `gateway.proxy_url` in `config.yaml`. |
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| `GATEWAY_PROXY_URL` | URL of a remote Hermes API server to forward messages to ([proxy mode](/user-guide/messaging/matrix#proxy-mode-e2ee-on-macos)). When set, the gateway handles platform I/O only — all agent work is delegated to the remote server. Also configurable via `gateway.proxy_url` in `config.yaml`. |
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| `GATEWAY_PROXY_KEY` | Bearer token for authenticating with the remote API server in proxy mode. Must match `API_SERVER_KEY` on the remote host. |
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| `MESSAGING_CWD` | Working directory for terminal commands in messaging mode (default: `~`) |
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| `GATEWAY_ALLOWED_USERS` | Comma-separated user IDs allowed across all platforms |
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### Microsoft Graph (Teams Meetings)
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App-only credentials for the Microsoft Graph REST client used by the upcoming Teams meeting summary pipeline. See [Register a Microsoft Graph application](/docs/guides/microsoft-graph-app-registration) for the Azure portal walkthrough and the exact API permissions required.
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App-only credentials for the Microsoft Graph REST client used by the upcoming Teams meeting summary pipeline. See [Register a Microsoft Graph application](/guides/microsoft-graph-app-registration) for the Azure portal walkthrough and the exact API permissions required.
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| Variable | Description |
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|----------|-------------|
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### Microsoft Graph Webhook Listener
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Inbound change-notification listener for Graph events (Teams meetings, calendar, chat, etc.). See [Microsoft Graph Webhook Listener](/docs/user-guide/messaging/msgraph-webhook) for setup and security hardening.
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Inbound change-notification listener for Graph events (Teams meetings, calendar, chat, etc.). See [Microsoft Graph Webhook Listener](/user-guide/messaging/msgraph-webhook) for setup and security hardening.
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| Variable | Description |
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|----------|-------------|
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### Teams Meeting Summary Delivery
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Only used when the [`teams_pipeline` plugin](/docs/user-guide/messaging/msgraph-webhook) is enabled. Settings are also configurable under `platforms.teams.extra` in `config.yaml` — env vars take priority when both are set. See [Microsoft Teams → Meeting Summary Delivery](/docs/user-guide/messaging/teams#meeting-summary-delivery-teams-meeting-pipeline).
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Only used when the [`teams_pipeline` plugin](/user-guide/messaging/msgraph-webhook) is enabled. Settings are also configurable under `platforms.teams.extra` in `config.yaml` — env vars take priority when both are set. See [Microsoft Teams → Meeting Summary Delivery](/user-guide/messaging/teams#meeting-summary-delivery-teams-meeting-pipeline).
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| Variable | Description |
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|----------|-------------|
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### LINE Messaging API
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Used by the bundled LINE platform plugin (`plugins/platforms/line/`). See [Messaging Gateway → LINE](/docs/user-guide/messaging/line) for full setup.
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Used by the bundled LINE platform plugin (`plugins/platforms/line/`). See [Messaging Gateway → LINE](/user-guide/messaging/line) for full setup.
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| Variable | Description |
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|----------|-------------|
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| `NTFY_HOME_CHANNEL` | Default delivery target for cron jobs with `deliver: ntfy`. |
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| `NTFY_HOME_CHANNEL_NAME` | Human label for the home channel (defaults to the topic name). |
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See [the ntfy messaging guide](/docs/user-guide/messaging/ntfy) — particularly the **identity model** section — before deploying with untrusted topics.
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See [the ntfy messaging guide](/user-guide/messaging/ntfy) — particularly the **identity model** section — before deploying with untrusted topics.
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### Advanced Messaging Tuning
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@ -641,7 +641,7 @@ fallback_providers:
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The older top-level `fallback_model` single-provider shape is still read for backward compatibility, but new configuration should use `fallback_providers`.
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See [Fallback Providers](/docs/user-guide/features/fallback-providers) for full details.
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See [Fallback Providers](/user-guide/features/fallback-providers) for full details.
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## Provider Routing (config.yaml only)
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@ -595,9 +595,9 @@ hermes chat
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```
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See also:
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- [MCP (Model Context Protocol)](/docs/user-guide/features/mcp)
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- [Use MCP with Hermes](/docs/guides/use-mcp-with-hermes)
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- [MCP Config Reference](/docs/reference/mcp-config-reference)
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- [MCP (Model Context Protocol)](/user-guide/features/mcp)
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- [Use MCP with Hermes](/guides/use-mcp-with-hermes)
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- [MCP Config Reference](/reference/mcp-config-reference)
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#### MCP timeout errors
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@ -9,8 +9,8 @@ description: "Reference for Hermes Agent MCP configuration keys, filtering seman
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This page is the compact reference companion to the main MCP docs.
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For conceptual guidance, see:
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- [MCP (Model Context Protocol)](/docs/user-guide/features/mcp)
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- [Use MCP with Hermes](/docs/guides/use-mcp-with-hermes)
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- [MCP (Model Context Protocol)](/user-guide/features/mcp)
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- [Use MCP with Hermes](/guides/use-mcp-with-hermes)
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## Root config shape
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@ -31,167 +31,167 @@ hermes skills uninstall <skill-name>
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| Skill | Description |
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|-------|-------------|
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| [**blackbox**](/docs/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-blackbox) | Delegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requires the blackbox CLI and a Blackbox AI API key. |
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| [**honcho**](/docs/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-honcho) | Configure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, dialectic reasoning, session summaries, and context budget enforcement. Use when setting up Honcho, troubleshoo... |
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| [**blackbox**](/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-blackbox) | Delegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requires the blackbox CLI and a Blackbox AI API key. |
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| [**honcho**](/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-honcho) | Configure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, dialectic reasoning, session summaries, and context budget enforcement. Use when setting up Honcho, troubleshoo... |
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## blockchain
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| Skill | Description |
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|-------|-------------|
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| [**evm**](/docs/user-guide/skills/optional/blockchain/blockchain-evm) | Read-only EVM client: wallets, tokens, gas across 8 chains. |
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| [**hyperliquid**](/docs/user-guide/skills/optional/blockchain/blockchain-hyperliquid) | Hyperliquid market data, account history, trade review. |
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| [**solana**](/docs/user-guide/skills/optional/blockchain/blockchain-solana) | Query Solana blockchain data with USD pricing — wallet balances, token portfolios with values, transaction details, NFTs, whale detection, and live network stats. Uses Solana RPC + CoinGecko. No API key required. |
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| [**evm**](/user-guide/skills/optional/blockchain/blockchain-evm) | Read-only EVM client: wallets, tokens, gas across 8 chains. |
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| [**hyperliquid**](/user-guide/skills/optional/blockchain/blockchain-hyperliquid) | Hyperliquid market data, account history, trade review. |
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| [**solana**](/user-guide/skills/optional/blockchain/blockchain-solana) | Query Solana blockchain data with USD pricing — wallet balances, token portfolios with values, transaction details, NFTs, whale detection, and live network stats. Uses Solana RPC + CoinGecko. No API key required. |
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## communication
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| Skill | Description |
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|-------|-------------|
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| [**one-three-one-rule**](/docs/user-guide/skills/optional/communication/communication-one-three-one-rule) | Structured decision-making framework for technical proposals and trade-off analysis. When the user faces a choice between multiple approaches (architecture decisions, tool selection, refactoring strategies, migration paths), this skill p... |
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| [**one-three-one-rule**](/user-guide/skills/optional/communication/communication-one-three-one-rule) | Structured decision-making framework for technical proposals and trade-off analysis. When the user faces a choice between multiple approaches (architecture decisions, tool selection, refactoring strategies, migration paths), this skill p... |
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## creative
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| Skill | Description |
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|-------|-------------|
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| [**blender-mcp**](/docs/user-guide/skills/optional/creative/creative-blender-mcp) | Control Blender directly from Hermes via socket connection to the blender-mcp addon. Create 3D objects, materials, animations, and run arbitrary Blender Python (bpy) code. Use when user wants to create or modify anything in Blender. |
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| [**concept-diagrams**](/docs/user-guide/skills/optional/creative/creative-concept-diagrams) | Generate flat, minimal light/dark-aware SVG diagrams as standalone HTML files, using a unified educational visual language with 9 semantic color ramps, sentence-case typography, and automatic dark mode. Best suited for educational and no... |
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| [**hyperframes**](/docs/user-guide/skills/optional/creative/creative-hyperframes) | Create HTML-based video compositions, animated title cards, social overlays, captioned talking-head videos, audio-reactive visuals, and shader transitions using HyperFrames. HTML is the source of truth for video. Use when the user wants... |
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| [**kanban-video-orchestrator**](/docs/user-guide/skills/optional/creative/creative-kanban-video-orchestrator) | Plan, set up, and monitor a multi-agent video production pipeline backed by Hermes Kanban. Use when the user wants to make ANY video — narrative film, product/marketing, music video, explainer, ASCII/terminal art, abstract/generative loo... |
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| [**meme-generation**](/docs/user-guide/skills/optional/creative/creative-meme-generation) | Generate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files. |
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| [**blender-mcp**](/user-guide/skills/optional/creative/creative-blender-mcp) | Control Blender directly from Hermes via socket connection to the blender-mcp addon. Create 3D objects, materials, animations, and run arbitrary Blender Python (bpy) code. Use when user wants to create or modify anything in Blender. |
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| [**concept-diagrams**](/user-guide/skills/optional/creative/creative-concept-diagrams) | Generate flat, minimal light/dark-aware SVG diagrams as standalone HTML files, using a unified educational visual language with 9 semantic color ramps, sentence-case typography, and automatic dark mode. Best suited for educational and no... |
|
||||
| [**hyperframes**](/user-guide/skills/optional/creative/creative-hyperframes) | Create HTML-based video compositions, animated title cards, social overlays, captioned talking-head videos, audio-reactive visuals, and shader transitions using HyperFrames. HTML is the source of truth for video. Use when the user wants... |
|
||||
| [**kanban-video-orchestrator**](/user-guide/skills/optional/creative/creative-kanban-video-orchestrator) | Plan, set up, and monitor a multi-agent video production pipeline backed by Hermes Kanban. Use when the user wants to make ANY video — narrative film, product/marketing, music video, explainer, ASCII/terminal art, abstract/generative loo... |
|
||||
| [**meme-generation**](/user-guide/skills/optional/creative/creative-meme-generation) | Generate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files. |
|
||||
|
||||
## devops
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**inference-sh-cli**](/docs/user-guide/skills/optional/devops/devops-cli) | Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation. Uses the terminal tool. Triggers: inference.sh, infsh, ai apps, flux, veo, image generation, video generation, seedrea... |
|
||||
| [**docker-management**](/docs/user-guide/skills/optional/devops/devops-docker-management) | Manage Docker containers, images, volumes, networks, and Compose stacks — lifecycle ops, debugging, cleanup, and Dockerfile optimization. |
|
||||
| [**pinggy-tunnel**](/docs/user-guide/skills/optional/devops/devops-pinggy-tunnel) | Zero-install localhost tunnels over SSH via Pinggy. |
|
||||
| [**watchers**](/docs/user-guide/skills/optional/devops/devops-watchers) | Poll RSS, JSON APIs, and GitHub with watermark dedup. |
|
||||
| [**inference-sh-cli**](/user-guide/skills/optional/devops/devops-cli) | Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation. Uses the terminal tool. Triggers: inference.sh, infsh, ai apps, flux, veo, image generation, video generation, seedrea... |
|
||||
| [**docker-management**](/user-guide/skills/optional/devops/devops-docker-management) | Manage Docker containers, images, volumes, networks, and Compose stacks — lifecycle ops, debugging, cleanup, and Dockerfile optimization. |
|
||||
| [**pinggy-tunnel**](/user-guide/skills/optional/devops/devops-pinggy-tunnel) | Zero-install localhost tunnels over SSH via Pinggy. |
|
||||
| [**watchers**](/user-guide/skills/optional/devops/devops-watchers) | Poll RSS, JSON APIs, and GitHub with watermark dedup. |
|
||||
|
||||
## dogfood
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**adversarial-ux-test**](/docs/user-guide/skills/optional/dogfood/dogfood-adversarial-ux-test) | Roleplay the most difficult, tech-resistant user for your product. Browse the app as that persona, find every UX pain point, then filter complaints through a pragmatism layer to separate real problems from noise. Creates actionable ticke... |
|
||||
| [**adversarial-ux-test**](/user-guide/skills/optional/dogfood/dogfood-adversarial-ux-test) | Roleplay the most difficult, tech-resistant user for your product. Browse the app as that persona, find every UX pain point, then filter complaints through a pragmatism layer to separate real problems from noise. Creates actionable ticke... |
|
||||
|
||||
## email
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**agentmail**](/docs/user-guide/skills/optional/email/email-agentmail) | Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to). |
|
||||
| [**agentmail**](/user-guide/skills/optional/email/email-agentmail) | Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to). |
|
||||
|
||||
## finance
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**3-statement-model**](/docs/user-guide/skills/optional/finance/finance-3-statement-model) | Build fully-integrated 3-statement models (IS, BS, CF) in Excel with working capital schedules, D&A roll-forwards, debt schedule, and the plugs that make cash and retained earnings tie. Pairs with excel-author. |
|
||||
| [**comps-analysis**](/docs/user-guide/skills/optional/finance/finance-comps-analysis) | Build comparable company analysis in Excel — operating metrics, valuation multiples, statistical benchmarking vs peer sets. Pairs with excel-author. Use for public-company valuation, IPO pricing, sector benchmarking, or outlier detection. |
|
||||
| [**dcf-model**](/docs/user-guide/skills/optional/finance/finance-dcf-model) | Build institutional-quality DCF valuation models in Excel — revenue projections, FCF build, WACC, terminal value, Bear/Base/Bull scenarios, 5x5 sensitivity tables. Pairs with excel-author. Use for intrinsic-value equity analysis. |
|
||||
| [**excel-author**](/docs/user-guide/skills/optional/finance/finance-excel-author) | Build auditable Excel workbooks headless with openpyxl — blue/black/green cell conventions, formulas over hardcodes, named ranges, balance checks, sensitivity tables. Use for financial models, audit outputs, reconciliations. |
|
||||
| [**lbo-model**](/docs/user-guide/skills/optional/finance/finance-lbo-model) | Build leveraged buyout models in Excel — sources & uses, debt schedule, cash sweep, exit multiple, IRR/MOIC sensitivity. Pairs with excel-author. Use for PE screening, sponsor-case valuation, or illustrative LBO in a pitch. |
|
||||
| [**merger-model**](/docs/user-guide/skills/optional/finance/finance-merger-model) | Build accretion/dilution (merger) models in Excel — pro-forma P&L, synergies, financing mix, EPS impact. Pairs with excel-author. Use for M&A pitches, board materials, or deal evaluation. |
|
||||
| [**pptx-author**](/docs/user-guide/skills/optional/finance/finance-pptx-author) | Build PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell. Use for pitch decks, IC memos, earnings notes. |
|
||||
| [**stocks**](/docs/user-guide/skills/optional/finance/finance-stocks) | Stock quotes, history, search, compare, crypto via Yahoo. |
|
||||
| [**3-statement-model**](/user-guide/skills/optional/finance/finance-3-statement-model) | Build fully-integrated 3-statement models (IS, BS, CF) in Excel with working capital schedules, D&A roll-forwards, debt schedule, and the plugs that make cash and retained earnings tie. Pairs with excel-author. |
|
||||
| [**comps-analysis**](/user-guide/skills/optional/finance/finance-comps-analysis) | Build comparable company analysis in Excel — operating metrics, valuation multiples, statistical benchmarking vs peer sets. Pairs with excel-author. Use for public-company valuation, IPO pricing, sector benchmarking, or outlier detection. |
|
||||
| [**dcf-model**](/user-guide/skills/optional/finance/finance-dcf-model) | Build institutional-quality DCF valuation models in Excel — revenue projections, FCF build, WACC, terminal value, Bear/Base/Bull scenarios, 5x5 sensitivity tables. Pairs with excel-author. Use for intrinsic-value equity analysis. |
|
||||
| [**excel-author**](/user-guide/skills/optional/finance/finance-excel-author) | Build auditable Excel workbooks headless with openpyxl — blue/black/green cell conventions, formulas over hardcodes, named ranges, balance checks, sensitivity tables. Use for financial models, audit outputs, reconciliations. |
|
||||
| [**lbo-model**](/user-guide/skills/optional/finance/finance-lbo-model) | Build leveraged buyout models in Excel — sources & uses, debt schedule, cash sweep, exit multiple, IRR/MOIC sensitivity. Pairs with excel-author. Use for PE screening, sponsor-case valuation, or illustrative LBO in a pitch. |
|
||||
| [**merger-model**](/user-guide/skills/optional/finance/finance-merger-model) | Build accretion/dilution (merger) models in Excel — pro-forma P&L, synergies, financing mix, EPS impact. Pairs with excel-author. Use for M&A pitches, board materials, or deal evaluation. |
|
||||
| [**pptx-author**](/user-guide/skills/optional/finance/finance-pptx-author) | Build PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell. Use for pitch decks, IC memos, earnings notes. |
|
||||
| [**stocks**](/user-guide/skills/optional/finance/finance-stocks) | Stock quotes, history, search, compare, crypto via Yahoo. |
|
||||
|
||||
## health
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**fitness-nutrition**](/docs/user-guide/skills/optional/health/health-fitness-nutrition) | Gym workout planner and nutrition tracker. Search 690+ exercises by muscle, equipment, or category via wger. Look up macros and calories for 380,000+ foods via USDA FoodData Central. Compute BMI, TDEE, one-rep max, macro splits, and body... |
|
||||
| [**neuroskill-bci**](/docs/user-guide/skills/optional/health/health-neuroskill-bci) | Connect to a running NeuroSkill instance and incorporate the user's real-time cognitive and emotional state (focus, relaxation, mood, cognitive load, drowsiness, heart rate, HRV, sleep staging, and 40+ derived EXG scores) into responses.... |
|
||||
| [**fitness-nutrition**](/user-guide/skills/optional/health/health-fitness-nutrition) | Gym workout planner and nutrition tracker. Search 690+ exercises by muscle, equipment, or category via wger. Look up macros and calories for 380,000+ foods via USDA FoodData Central. Compute BMI, TDEE, one-rep max, macro splits, and body... |
|
||||
| [**neuroskill-bci**](/user-guide/skills/optional/health/health-neuroskill-bci) | Connect to a running NeuroSkill instance and incorporate the user's real-time cognitive and emotional state (focus, relaxation, mood, cognitive load, drowsiness, heart rate, HRV, sleep staging, and 40+ derived EXG scores) into responses.... |
|
||||
|
||||
## mcp
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**fastmcp**](/docs/user-guide/skills/optional/mcp/mcp-fastmcp) | Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP tools, exposing resources or prompts, or preparing a FastMCP server for Claude Code, Cur... |
|
||||
| [**mcporter**](/docs/user-guide/skills/optional/mcp/mcp-mcporter) | Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation. |
|
||||
| [**fastmcp**](/user-guide/skills/optional/mcp/mcp-fastmcp) | Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP tools, exposing resources or prompts, or preparing a FastMCP server for Claude Code, Cur... |
|
||||
| [**mcporter**](/user-guide/skills/optional/mcp/mcp-mcporter) | Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation. |
|
||||
|
||||
## migration
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**openclaw-migration**](/docs/user-guide/skills/optional/migration/migration-openclaw-migration) | Migrate a user's OpenClaw customization footprint into Hermes Agent. Imports Hermes-compatible memories, SOUL.md, command allowlists, user skills, and selected workspace assets from ~/.openclaw, then reports exactly what could not be mig... |
|
||||
| [**openclaw-migration**](/user-guide/skills/optional/migration/migration-openclaw-migration) | Migrate a user's OpenClaw customization footprint into Hermes Agent. Imports Hermes-compatible memories, SOUL.md, command allowlists, user skills, and selected workspace assets from ~/.openclaw, then reports exactly what could not be mig... |
|
||||
|
||||
## mlops
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**huggingface-accelerate**](/docs/user-guide/skills/optional/mlops/mlops-accelerate) | Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch comm... |
|
||||
| [**axolotl**](/docs/user-guide/skills/optional/mlops/mlops-training-axolotl) | Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO). |
|
||||
| [**chroma**](/docs/user-guide/skills/optional/mlops/mlops-chroma) | Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG... |
|
||||
| [**clip**](/docs/user-guide/skills/optional/mlops/mlops-clip) | OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks w... |
|
||||
| [**faiss**](/docs/user-guide/skills/optional/mlops/mlops-faiss) | Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or whe... |
|
||||
| [**optimizing-attention-flash**](/docs/user-guide/skills/optional/mlops/mlops-flash-attention) | Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster in... |
|
||||
| [**guidance**](/docs/user-guide/skills/optional/mlops/mlops-guidance) | Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework |
|
||||
| [**huggingface-tokenizers**](/docs/user-guide/skills/optional/mlops/mlops-huggingface-tokenizers) | Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integ... |
|
||||
| [**instructor**](/docs/user-guide/skills/optional/mlops/mlops-instructor) | Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library |
|
||||
| [**lambda-labs-gpu-cloud**](/docs/user-guide/skills/optional/mlops/mlops-lambda-labs) | Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or high-performance multi-node clusters for large-scale training. |
|
||||
| [**llava**](/docs/user-guide/skills/optional/mlops/mlops-llava) | Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports multi-turn image chat, visual question answering, and instruct... |
|
||||
| [**modal-serverless-gpu**](/docs/user-guide/skills/optional/mlops/mlops-modal) | Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling. |
|
||||
| [**nemo-curator**](/docs/user-guide/skills/optional/mlops/mlops-nemo-curator) | GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs wit... |
|
||||
| [**outlines**](/docs/user-guide/skills/optional/mlops/mlops-inference-outlines) | Outlines: structured JSON/regex/Pydantic LLM generation. |
|
||||
| [**peft-fine-tuning**](/docs/user-guide/skills/optional/mlops/mlops-peft) | Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter se... |
|
||||
| [**pinecone**](/docs/user-guide/skills/optional/mlops/mlops-pinecone) | Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or se... |
|
||||
| [**pytorch-fsdp**](/docs/user-guide/skills/optional/mlops/mlops-pytorch-fsdp) | Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2 |
|
||||
| [**pytorch-lightning**](/docs/user-guide/skills/optional/mlops/mlops-pytorch-lightning) | High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops w... |
|
||||
| [**qdrant-vector-search**](/docs/user-guide/skills/optional/mlops/mlops-qdrant) | High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered per... |
|
||||
| [**sparse-autoencoder-training**](/docs/user-guide/skills/optional/mlops/mlops-saelens) | Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying... |
|
||||
| [**simpo-training**](/docs/user-guide/skills/optional/mlops/mlops-simpo) | Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpl... |
|
||||
| [**slime-rl-training**](/docs/user-guide/skills/optional/mlops/mlops-slime) | Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling. |
|
||||
| [**stable-diffusion-image-generation**](/docs/user-guide/skills/optional/mlops/mlops-stable-diffusion) | State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines. |
|
||||
| [**tensorrt-llm**](/docs/user-guide/skills/optional/mlops/mlops-tensorrt-llm) | Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantizatio... |
|
||||
| [**distributed-llm-pretraining-torchtitan**](/docs/user-guide/skills/optional/mlops/mlops-torchtitan) | Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and dist... |
|
||||
| [**fine-tuning-with-trl**](/docs/user-guide/skills/optional/mlops/mlops-training-trl-fine-tuning) | TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF. |
|
||||
| [**unsloth**](/docs/user-guide/skills/optional/mlops/mlops-training-unsloth) | Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM. |
|
||||
| [**whisper**](/docs/user-guide/skills/optional/mlops/mlops-whisper) | OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast... |
|
||||
| [**huggingface-accelerate**](/user-guide/skills/optional/mlops/mlops-accelerate) | Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch comm... |
|
||||
| [**axolotl**](/user-guide/skills/optional/mlops/mlops-training-axolotl) | Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO). |
|
||||
| [**chroma**](/user-guide/skills/optional/mlops/mlops-chroma) | Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG... |
|
||||
| [**clip**](/user-guide/skills/optional/mlops/mlops-clip) | OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks w... |
|
||||
| [**faiss**](/user-guide/skills/optional/mlops/mlops-faiss) | Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or whe... |
|
||||
| [**optimizing-attention-flash**](/user-guide/skills/optional/mlops/mlops-flash-attention) | Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster in... |
|
||||
| [**guidance**](/user-guide/skills/optional/mlops/mlops-guidance) | Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework |
|
||||
| [**huggingface-tokenizers**](/user-guide/skills/optional/mlops/mlops-huggingface-tokenizers) | Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integ... |
|
||||
| [**instructor**](/user-guide/skills/optional/mlops/mlops-instructor) | Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library |
|
||||
| [**lambda-labs-gpu-cloud**](/user-guide/skills/optional/mlops/mlops-lambda-labs) | Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or high-performance multi-node clusters for large-scale training. |
|
||||
| [**llava**](/user-guide/skills/optional/mlops/mlops-llava) | Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports multi-turn image chat, visual question answering, and instruct... |
|
||||
| [**modal-serverless-gpu**](/user-guide/skills/optional/mlops/mlops-modal) | Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling. |
|
||||
| [**nemo-curator**](/user-guide/skills/optional/mlops/mlops-nemo-curator) | GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs wit... |
|
||||
| [**outlines**](/user-guide/skills/optional/mlops/mlops-inference-outlines) | Outlines: structured JSON/regex/Pydantic LLM generation. |
|
||||
| [**peft-fine-tuning**](/user-guide/skills/optional/mlops/mlops-peft) | Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter se... |
|
||||
| [**pinecone**](/user-guide/skills/optional/mlops/mlops-pinecone) | Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or se... |
|
||||
| [**pytorch-fsdp**](/user-guide/skills/optional/mlops/mlops-pytorch-fsdp) | Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2 |
|
||||
| [**pytorch-lightning**](/user-guide/skills/optional/mlops/mlops-pytorch-lightning) | High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops w... |
|
||||
| [**qdrant-vector-search**](/user-guide/skills/optional/mlops/mlops-qdrant) | High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered per... |
|
||||
| [**sparse-autoencoder-training**](/user-guide/skills/optional/mlops/mlops-saelens) | Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying... |
|
||||
| [**simpo-training**](/user-guide/skills/optional/mlops/mlops-simpo) | Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpl... |
|
||||
| [**slime-rl-training**](/user-guide/skills/optional/mlops/mlops-slime) | Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling. |
|
||||
| [**stable-diffusion-image-generation**](/user-guide/skills/optional/mlops/mlops-stable-diffusion) | State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines. |
|
||||
| [**tensorrt-llm**](/user-guide/skills/optional/mlops/mlops-tensorrt-llm) | Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantizatio... |
|
||||
| [**distributed-llm-pretraining-torchtitan**](/user-guide/skills/optional/mlops/mlops-torchtitan) | Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and dist... |
|
||||
| [**fine-tuning-with-trl**](/user-guide/skills/optional/mlops/mlops-training-trl-fine-tuning) | TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF. |
|
||||
| [**unsloth**](/user-guide/skills/optional/mlops/mlops-training-unsloth) | Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM. |
|
||||
| [**whisper**](/user-guide/skills/optional/mlops/mlops-whisper) | OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast... |
|
||||
|
||||
## productivity
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**canvas**](/docs/user-guide/skills/optional/productivity/productivity-canvas) | Canvas LMS integration — fetch enrolled courses and assignments using API token authentication. |
|
||||
| [**here.now**](/docs/user-guide/skills/optional/productivity/productivity-here-now) | Publish static sites to {slug}.here.now and store private files in cloud Drives for agent-to-agent handoff. |
|
||||
| [**memento-flashcards**](/docs/user-guide/skills/optional/productivity/productivity-memento-flashcards) | Spaced-repetition flashcard system. Create cards from facts or text, chat with flashcards using free-text answers graded by the agent, generate quizzes from YouTube transcripts, review due cards with adaptive scheduling, and export/impor... |
|
||||
| [**shop-app**](/docs/user-guide/skills/optional/productivity/productivity-shop-app) | Shop.app: product search, order tracking, returns, reorder. |
|
||||
| [**shopify**](/docs/user-guide/skills/optional/productivity/productivity-shopify) | Shopify Admin & Storefront GraphQL APIs via curl. Products, orders, customers, inventory, metafields. |
|
||||
| [**siyuan**](/docs/user-guide/skills/optional/productivity/productivity-siyuan) | SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl. |
|
||||
| [**telephony**](/docs/user-guide/skills/optional/productivity/productivity-telephony) | Give Hermes phone capabilities without core tool changes. Provision and persist a Twilio number, send and receive SMS/MMS, make direct calls, and place AI-driven outbound calls through Bland.ai or Vapi. |
|
||||
| [**canvas**](/user-guide/skills/optional/productivity/productivity-canvas) | Canvas LMS integration — fetch enrolled courses and assignments using API token authentication. |
|
||||
| [**here.now**](/user-guide/skills/optional/productivity/productivity-here-now) | Publish static sites to {slug}.here.now and store private files in cloud Drives for agent-to-agent handoff. |
|
||||
| [**memento-flashcards**](/user-guide/skills/optional/productivity/productivity-memento-flashcards) | Spaced-repetition flashcard system. Create cards from facts or text, chat with flashcards using free-text answers graded by the agent, generate quizzes from YouTube transcripts, review due cards with adaptive scheduling, and export/impor... |
|
||||
| [**shop-app**](/user-guide/skills/optional/productivity/productivity-shop-app) | Shop.app: product search, order tracking, returns, reorder. |
|
||||
| [**shopify**](/user-guide/skills/optional/productivity/productivity-shopify) | Shopify Admin & Storefront GraphQL APIs via curl. Products, orders, customers, inventory, metafields. |
|
||||
| [**siyuan**](/user-guide/skills/optional/productivity/productivity-siyuan) | SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl. |
|
||||
| [**telephony**](/user-guide/skills/optional/productivity/productivity-telephony) | Give Hermes phone capabilities without core tool changes. Provision and persist a Twilio number, send and receive SMS/MMS, make direct calls, and place AI-driven outbound calls through Bland.ai or Vapi. |
|
||||
|
||||
## research
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**bioinformatics**](/docs/user-guide/skills/optional/research/research-bioinformatics) | Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural biology, and more. Fetches domain-specific reference material on... |
|
||||
| [**darwinian-evolver**](/docs/user-guide/skills/optional/research/research-darwinian-evolver) | Evolve prompts/regex/SQL/code with Imbue's evolution loop. |
|
||||
| [**domain-intel**](/docs/user-guide/skills/optional/research/research-domain-intel) | Passive domain reconnaissance using Python stdlib. Subdomain discovery, SSL certificate inspection, WHOIS lookups, DNS records, domain availability checks, and bulk multi-domain analysis. No API keys required. |
|
||||
| [**drug-discovery**](/docs/user-guide/skills/optional/research/research-drug-discovery) | Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility), look up drug-drug interactions via OpenFDA, interpret ADMET... |
|
||||
| [**duckduckgo-search**](/docs/user-guide/skills/optional/research/research-duckduckgo-search) | Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime. |
|
||||
| [**gitnexus-explorer**](/docs/user-guide/skills/optional/research/research-gitnexus-explorer) | Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel. |
|
||||
| [**osint-investigation**](/docs/user-guide/skills/optional/research/research-osint-investigation) | Public-records OSINT investigation framework — SEC EDGAR filings, USAspending contracts, Senate lobbying, OFAC sanctions, ICIJ offshore leaks, NYC property records (ACRIS), OpenCorporates registries, CourtListener court records, Wayback... |
|
||||
| [**parallel-cli**](/docs/user-guide/skills/optional/research/research-parallel-cli) | Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows. |
|
||||
| [**qmd**](/docs/user-guide/skills/optional/research/research-qmd) | Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and MCP integration. |
|
||||
| [**scrapling**](/docs/user-guide/skills/optional/research/research-scrapling) | Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python. |
|
||||
| [**searxng-search**](/docs/user-guide/skills/optional/research/research-searxng-search) | Free meta-search via SearXNG — aggregates results from 70+ search engines. Self-hosted or use a public instance. No API key needed. Falls back automatically when the web search toolset is unavailable. |
|
||||
| [**bioinformatics**](/user-guide/skills/optional/research/research-bioinformatics) | Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural biology, and more. Fetches domain-specific reference material on... |
|
||||
| [**darwinian-evolver**](/user-guide/skills/optional/research/research-darwinian-evolver) | Evolve prompts/regex/SQL/code with Imbue's evolution loop. |
|
||||
| [**domain-intel**](/user-guide/skills/optional/research/research-domain-intel) | Passive domain reconnaissance using Python stdlib. Subdomain discovery, SSL certificate inspection, WHOIS lookups, DNS records, domain availability checks, and bulk multi-domain analysis. No API keys required. |
|
||||
| [**drug-discovery**](/user-guide/skills/optional/research/research-drug-discovery) | Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility), look up drug-drug interactions via OpenFDA, interpret ADMET... |
|
||||
| [**duckduckgo-search**](/user-guide/skills/optional/research/research-duckduckgo-search) | Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime. |
|
||||
| [**gitnexus-explorer**](/user-guide/skills/optional/research/research-gitnexus-explorer) | Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel. |
|
||||
| [**osint-investigation**](/user-guide/skills/optional/research/research-osint-investigation) | Public-records OSINT investigation framework — SEC EDGAR filings, USAspending contracts, Senate lobbying, OFAC sanctions, ICIJ offshore leaks, NYC property records (ACRIS), OpenCorporates registries, CourtListener court records, Wayback... |
|
||||
| [**parallel-cli**](/user-guide/skills/optional/research/research-parallel-cli) | Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows. |
|
||||
| [**qmd**](/user-guide/skills/optional/research/research-qmd) | Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and MCP integration. |
|
||||
| [**scrapling**](/user-guide/skills/optional/research/research-scrapling) | Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python. |
|
||||
| [**searxng-search**](/user-guide/skills/optional/research/research-searxng-search) | Free meta-search via SearXNG — aggregates results from 70+ search engines. Self-hosted or use a public instance. No API key needed. Falls back automatically when the web search toolset is unavailable. |
|
||||
|
||||
## security
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**1password**](/docs/user-guide/skills/optional/security/security-1password) | Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands. |
|
||||
| [**oss-forensics**](/docs/user-guide/skills/optional/security/security-oss-forensics) | Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source evidence collection, hypothesis formation/validation, and st... |
|
||||
| [**sherlock**](/docs/user-guide/skills/optional/security/security-sherlock) | OSINT username search across 400+ social networks. Hunt down social media accounts by username. |
|
||||
| [**1password**](/user-guide/skills/optional/security/security-1password) | Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands. |
|
||||
| [**oss-forensics**](/user-guide/skills/optional/security/security-oss-forensics) | Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source evidence collection, hypothesis formation/validation, and st... |
|
||||
| [**sherlock**](/user-guide/skills/optional/security/security-sherlock) | OSINT username search across 400+ social networks. Hunt down social media accounts by username. |
|
||||
|
||||
## software-development
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**rest-graphql-debug**](/docs/user-guide/skills/optional/software-development/software-development-rest-graphql-debug) | Debug REST/GraphQL APIs: status codes, auth, schemas, repro. |
|
||||
| [**rest-graphql-debug**](/user-guide/skills/optional/software-development/software-development-rest-graphql-debug) | Debug REST/GraphQL APIs: status codes, auth, schemas, repro. |
|
||||
|
||||
## web-development
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**page-agent**](/docs/user-guide/skills/optional/web-development/web-development-page-agent) | Embed alibaba/page-agent into your own web application — a pure-JavaScript in-page GUI agent that ships as a single <script> tag or npm package and lets end-users of your site drive the UI with natural language ("click login, fill userna... |
|
||||
| [**page-agent**](/user-guide/skills/optional/web-development/web-development-page-agent) | Embed alibaba/page-agent into your own web application — a pure-JavaScript in-page GUI agent that ships as a single <script> tag or npm package and lets end-users of your site drive the UI with natural language ("click login, fill userna... |
|
||||
|
||||
---
|
||||
|
||||
|
|
|
|||
|
|
@ -16,186 +16,186 @@ If a skill is missing from this list but present in the repo, the catalog is reg
|
|||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`apple-notes`](/docs/user-guide/skills/bundled/apple/apple-apple-notes) | Manage Apple Notes via memo CLI: create, search, edit. | `apple/apple-notes` |
|
||||
| [`apple-reminders`](/docs/user-guide/skills/bundled/apple/apple-apple-reminders) | Apple Reminders via remindctl: add, list, complete. | `apple/apple-reminders` |
|
||||
| [`findmy`](/docs/user-guide/skills/bundled/apple/apple-findmy) | Track Apple devices/AirTags via FindMy.app on macOS. | `apple/findmy` |
|
||||
| [`imessage`](/docs/user-guide/skills/bundled/apple/apple-imessage) | Send and receive iMessages/SMS via the imsg CLI on macOS. | `apple/imessage` |
|
||||
| [`macos-computer-use`](/docs/user-guide/skills/bundled/apple/apple-macos-computer-use) | Drive the macOS desktop in the background — screenshots, mouse, keyboard, scroll, drag — without stealing the user's cursor, keyboard focus, or Space. Works with any tool-capable model. Load this skill whenever the `computer_use` tool is... | `apple/macos-computer-use` |
|
||||
| [`apple-notes`](/user-guide/skills/bundled/apple/apple-apple-notes) | Manage Apple Notes via memo CLI: create, search, edit. | `apple/apple-notes` |
|
||||
| [`apple-reminders`](/user-guide/skills/bundled/apple/apple-apple-reminders) | Apple Reminders via remindctl: add, list, complete. | `apple/apple-reminders` |
|
||||
| [`findmy`](/user-guide/skills/bundled/apple/apple-findmy) | Track Apple devices/AirTags via FindMy.app on macOS. | `apple/findmy` |
|
||||
| [`imessage`](/user-guide/skills/bundled/apple/apple-imessage) | Send and receive iMessages/SMS via the imsg CLI on macOS. | `apple/imessage` |
|
||||
| [`macos-computer-use`](/user-guide/skills/bundled/apple/apple-macos-computer-use) | Drive the macOS desktop in the background — screenshots, mouse, keyboard, scroll, drag — without stealing the user's cursor, keyboard focus, or Space. Works with any tool-capable model. Load this skill whenever the `computer_use` tool is... | `apple/macos-computer-use` |
|
||||
|
||||
## autonomous-ai-agents
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`claude-code`](/docs/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-claude-code) | Delegate coding to Claude Code CLI (features, PRs). | `autonomous-ai-agents/claude-code` |
|
||||
| [`codex`](/docs/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-codex) | Delegate coding to OpenAI Codex CLI (features, PRs). | `autonomous-ai-agents/codex` |
|
||||
| [`hermes-agent`](/docs/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-hermes-agent) | Configure, extend, or contribute to Hermes Agent. | `autonomous-ai-agents/hermes-agent` |
|
||||
| [`opencode`](/docs/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-opencode) | Delegate coding to OpenCode CLI (features, PR review). | `autonomous-ai-agents/opencode` |
|
||||
| [`claude-code`](/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-claude-code) | Delegate coding to Claude Code CLI (features, PRs). | `autonomous-ai-agents/claude-code` |
|
||||
| [`codex`](/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-codex) | Delegate coding to OpenAI Codex CLI (features, PRs). | `autonomous-ai-agents/codex` |
|
||||
| [`hermes-agent`](/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-hermes-agent) | Configure, extend, or contribute to Hermes Agent. | `autonomous-ai-agents/hermes-agent` |
|
||||
| [`opencode`](/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-opencode) | Delegate coding to OpenCode CLI (features, PR review). | `autonomous-ai-agents/opencode` |
|
||||
|
||||
## creative
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`architecture-diagram`](/docs/user-guide/skills/bundled/creative/creative-architecture-diagram) | Dark-themed SVG architecture/cloud/infra diagrams as HTML. | `creative/architecture-diagram` |
|
||||
| [`ascii-art`](/docs/user-guide/skills/bundled/creative/creative-ascii-art) | ASCII art: pyfiglet, cowsay, boxes, image-to-ascii. | `creative/ascii-art` |
|
||||
| [`ascii-video`](/docs/user-guide/skills/bundled/creative/creative-ascii-video) | ASCII video: convert video/audio to colored ASCII MP4/GIF. | `creative/ascii-video` |
|
||||
| [`baoyu-article-illustrator`](/docs/user-guide/skills/bundled/creative/creative-baoyu-article-illustrator) | Article illustrations: type × style × palette consistency. | `creative/baoyu-article-illustrator` |
|
||||
| [`baoyu-comic`](/docs/user-guide/skills/bundled/creative/creative-baoyu-comic) | Knowledge comics (知识漫画): educational, biography, tutorial. | `creative/baoyu-comic` |
|
||||
| [`baoyu-infographic`](/docs/user-guide/skills/bundled/creative/creative-baoyu-infographic) | Infographics: 21 layouts x 21 styles (信息图, 可视化). | `creative/baoyu-infographic` |
|
||||
| [`claude-design`](/docs/user-guide/skills/bundled/creative/creative-claude-design) | Design one-off HTML artifacts (landing, deck, prototype). | `creative/claude-design` |
|
||||
| [`comfyui`](/docs/user-guide/skills/bundled/creative/creative-comfyui) | Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy-cli for lifecycle and direct REST/WebSocket API for execution. | `creative/comfyui` |
|
||||
| [`ideation`](/docs/user-guide/skills/bundled/creative/creative-creative-ideation) | Generate project ideas via creative constraints. | `creative/creative-ideation` |
|
||||
| [`design-md`](/docs/user-guide/skills/bundled/creative/creative-design-md) | Author/validate/export Google's DESIGN.md token spec files. | `creative/design-md` |
|
||||
| [`excalidraw`](/docs/user-guide/skills/bundled/creative/creative-excalidraw) | Hand-drawn Excalidraw JSON diagrams (arch, flow, seq). | `creative/excalidraw` |
|
||||
| [`humanizer`](/docs/user-guide/skills/bundled/creative/creative-humanizer) | Humanize text: strip AI-isms and add real voice. | `creative/humanizer` |
|
||||
| [`manim-video`](/docs/user-guide/skills/bundled/creative/creative-manim-video) | Manim CE animations: 3Blue1Brown math/algo videos. | `creative/manim-video` |
|
||||
| [`p5js`](/docs/user-guide/skills/bundled/creative/creative-p5js) | p5.js sketches: gen art, shaders, interactive, 3D. | `creative/p5js` |
|
||||
| [`pixel-art`](/docs/user-guide/skills/bundled/creative/creative-pixel-art) | Pixel art w/ era palettes (NES, Game Boy, PICO-8). | `creative/pixel-art` |
|
||||
| [`popular-web-designs`](/docs/user-guide/skills/bundled/creative/creative-popular-web-designs) | 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS. | `creative/popular-web-designs` |
|
||||
| [`pretext`](/docs/user-guide/skills/bundled/creative/creative-pretext) | Use when building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art, typographic flow around obstacles, text-as-geometry games, kinetic typography, and text-powered generative art. Produces single-file HT... | `creative/pretext` |
|
||||
| [`sketch`](/docs/user-guide/skills/bundled/creative/creative-sketch) | Throwaway HTML mockups: 2-3 design variants to compare. | `creative/sketch` |
|
||||
| [`songwriting-and-ai-music`](/docs/user-guide/skills/bundled/creative/creative-songwriting-and-ai-music) | Songwriting craft and Suno AI music prompts. | `creative/songwriting-and-ai-music` |
|
||||
| [`touchdesigner-mcp`](/docs/user-guide/skills/bundled/creative/creative-touchdesigner-mcp) | Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools. | `creative/touchdesigner-mcp` |
|
||||
| [`architecture-diagram`](/user-guide/skills/bundled/creative/creative-architecture-diagram) | Dark-themed SVG architecture/cloud/infra diagrams as HTML. | `creative/architecture-diagram` |
|
||||
| [`ascii-art`](/user-guide/skills/bundled/creative/creative-ascii-art) | ASCII art: pyfiglet, cowsay, boxes, image-to-ascii. | `creative/ascii-art` |
|
||||
| [`ascii-video`](/user-guide/skills/bundled/creative/creative-ascii-video) | ASCII video: convert video/audio to colored ASCII MP4/GIF. | `creative/ascii-video` |
|
||||
| [`baoyu-article-illustrator`](/user-guide/skills/bundled/creative/creative-baoyu-article-illustrator) | Article illustrations: type × style × palette consistency. | `creative/baoyu-article-illustrator` |
|
||||
| [`baoyu-comic`](/user-guide/skills/bundled/creative/creative-baoyu-comic) | Knowledge comics (知识漫画): educational, biography, tutorial. | `creative/baoyu-comic` |
|
||||
| [`baoyu-infographic`](/user-guide/skills/bundled/creative/creative-baoyu-infographic) | Infographics: 21 layouts x 21 styles (信息图, 可视化). | `creative/baoyu-infographic` |
|
||||
| [`claude-design`](/user-guide/skills/bundled/creative/creative-claude-design) | Design one-off HTML artifacts (landing, deck, prototype). | `creative/claude-design` |
|
||||
| [`comfyui`](/user-guide/skills/bundled/creative/creative-comfyui) | Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy-cli for lifecycle and direct REST/WebSocket API for execution. | `creative/comfyui` |
|
||||
| [`ideation`](/user-guide/skills/bundled/creative/creative-creative-ideation) | Generate project ideas via creative constraints. | `creative/creative-ideation` |
|
||||
| [`design-md`](/user-guide/skills/bundled/creative/creative-design-md) | Author/validate/export Google's DESIGN.md token spec files. | `creative/design-md` |
|
||||
| [`excalidraw`](/user-guide/skills/bundled/creative/creative-excalidraw) | Hand-drawn Excalidraw JSON diagrams (arch, flow, seq). | `creative/excalidraw` |
|
||||
| [`humanizer`](/user-guide/skills/bundled/creative/creative-humanizer) | Humanize text: strip AI-isms and add real voice. | `creative/humanizer` |
|
||||
| [`manim-video`](/user-guide/skills/bundled/creative/creative-manim-video) | Manim CE animations: 3Blue1Brown math/algo videos. | `creative/manim-video` |
|
||||
| [`p5js`](/user-guide/skills/bundled/creative/creative-p5js) | p5.js sketches: gen art, shaders, interactive, 3D. | `creative/p5js` |
|
||||
| [`pixel-art`](/user-guide/skills/bundled/creative/creative-pixel-art) | Pixel art w/ era palettes (NES, Game Boy, PICO-8). | `creative/pixel-art` |
|
||||
| [`popular-web-designs`](/user-guide/skills/bundled/creative/creative-popular-web-designs) | 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS. | `creative/popular-web-designs` |
|
||||
| [`pretext`](/user-guide/skills/bundled/creative/creative-pretext) | Use when building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art, typographic flow around obstacles, text-as-geometry games, kinetic typography, and text-powered generative art. Produces single-file HT... | `creative/pretext` |
|
||||
| [`sketch`](/user-guide/skills/bundled/creative/creative-sketch) | Throwaway HTML mockups: 2-3 design variants to compare. | `creative/sketch` |
|
||||
| [`songwriting-and-ai-music`](/user-guide/skills/bundled/creative/creative-songwriting-and-ai-music) | Songwriting craft and Suno AI music prompts. | `creative/songwriting-and-ai-music` |
|
||||
| [`touchdesigner-mcp`](/user-guide/skills/bundled/creative/creative-touchdesigner-mcp) | Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools. | `creative/touchdesigner-mcp` |
|
||||
|
||||
## data-science
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`jupyter-live-kernel`](/docs/user-guide/skills/bundled/data-science/data-science-jupyter-live-kernel) | Iterative Python via live Jupyter kernel (hamelnb). | `data-science/jupyter-live-kernel` |
|
||||
| [`jupyter-live-kernel`](/user-guide/skills/bundled/data-science/data-science-jupyter-live-kernel) | Iterative Python via live Jupyter kernel (hamelnb). | `data-science/jupyter-live-kernel` |
|
||||
|
||||
## devops
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`kanban-orchestrator`](/docs/user-guide/skills/bundled/devops/devops-kanban-orchestrator) | Decomposition playbook + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill... | `devops/kanban-orchestrator` |
|
||||
| [`kanban-worker`](/docs/user-guide/skills/bundled/devops/devops-kanban-worker) | Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper det... | `devops/kanban-worker` |
|
||||
| [`webhook-subscriptions`](/docs/user-guide/skills/bundled/devops/devops-webhook-subscriptions) | Webhook subscriptions: event-driven agent runs. | `devops/webhook-subscriptions` |
|
||||
| [`kanban-orchestrator`](/user-guide/skills/bundled/devops/devops-kanban-orchestrator) | Decomposition playbook + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill... | `devops/kanban-orchestrator` |
|
||||
| [`kanban-worker`](/user-guide/skills/bundled/devops/devops-kanban-worker) | Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper det... | `devops/kanban-worker` |
|
||||
| [`webhook-subscriptions`](/user-guide/skills/bundled/devops/devops-webhook-subscriptions) | Webhook subscriptions: event-driven agent runs. | `devops/webhook-subscriptions` |
|
||||
|
||||
## dogfood
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`dogfood`](/docs/user-guide/skills/bundled/dogfood/dogfood-dogfood) | Exploratory QA of web apps: find bugs, evidence, reports. | `dogfood` |
|
||||
| [`dogfood`](/user-guide/skills/bundled/dogfood/dogfood-dogfood) | Exploratory QA of web apps: find bugs, evidence, reports. | `dogfood` |
|
||||
|
||||
## email
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`himalaya`](/docs/user-guide/skills/bundled/email/email-himalaya) | Himalaya CLI: IMAP/SMTP email from terminal. | `email/himalaya` |
|
||||
| [`himalaya`](/user-guide/skills/bundled/email/email-himalaya) | Himalaya CLI: IMAP/SMTP email from terminal. | `email/himalaya` |
|
||||
|
||||
## gaming
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`minecraft-modpack-server`](/docs/user-guide/skills/bundled/gaming/gaming-minecraft-modpack-server) | Host modded Minecraft servers (CurseForge, Modrinth). | `gaming/minecraft-modpack-server` |
|
||||
| [`pokemon-player`](/docs/user-guide/skills/bundled/gaming/gaming-pokemon-player) | Play Pokemon via headless emulator + RAM reads. | `gaming/pokemon-player` |
|
||||
| [`minecraft-modpack-server`](/user-guide/skills/bundled/gaming/gaming-minecraft-modpack-server) | Host modded Minecraft servers (CurseForge, Modrinth). | `gaming/minecraft-modpack-server` |
|
||||
| [`pokemon-player`](/user-guide/skills/bundled/gaming/gaming-pokemon-player) | Play Pokemon via headless emulator + RAM reads. | `gaming/pokemon-player` |
|
||||
|
||||
## github
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`codebase-inspection`](/docs/user-guide/skills/bundled/github/github-codebase-inspection) | Inspect codebases w/ pygount: LOC, languages, ratios. | `github/codebase-inspection` |
|
||||
| [`github-auth`](/docs/user-guide/skills/bundled/github/github-github-auth) | GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login. | `github/github-auth` |
|
||||
| [`github-code-review`](/docs/user-guide/skills/bundled/github/github-github-code-review) | Review PRs: diffs, inline comments via gh or REST. | `github/github-code-review` |
|
||||
| [`github-issues`](/docs/user-guide/skills/bundled/github/github-github-issues) | Create, triage, label, assign GitHub issues via gh or REST. | `github/github-issues` |
|
||||
| [`github-pr-workflow`](/docs/user-guide/skills/bundled/github/github-github-pr-workflow) | GitHub PR lifecycle: branch, commit, open, CI, merge. | `github/github-pr-workflow` |
|
||||
| [`github-repo-management`](/docs/user-guide/skills/bundled/github/github-github-repo-management) | Clone/create/fork repos; manage remotes, releases. | `github/github-repo-management` |
|
||||
| [`codebase-inspection`](/user-guide/skills/bundled/github/github-codebase-inspection) | Inspect codebases w/ pygount: LOC, languages, ratios. | `github/codebase-inspection` |
|
||||
| [`github-auth`](/user-guide/skills/bundled/github/github-github-auth) | GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login. | `github/github-auth` |
|
||||
| [`github-code-review`](/user-guide/skills/bundled/github/github-github-code-review) | Review PRs: diffs, inline comments via gh or REST. | `github/github-code-review` |
|
||||
| [`github-issues`](/user-guide/skills/bundled/github/github-github-issues) | Create, triage, label, assign GitHub issues via gh or REST. | `github/github-issues` |
|
||||
| [`github-pr-workflow`](/user-guide/skills/bundled/github/github-github-pr-workflow) | GitHub PR lifecycle: branch, commit, open, CI, merge. | `github/github-pr-workflow` |
|
||||
| [`github-repo-management`](/user-guide/skills/bundled/github/github-github-repo-management) | Clone/create/fork repos; manage remotes, releases. | `github/github-repo-management` |
|
||||
|
||||
## mcp
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`native-mcp`](/docs/user-guide/skills/bundled/mcp/mcp-native-mcp) | MCP client: connect servers, register tools (stdio/HTTP). | `mcp/native-mcp` |
|
||||
| [`native-mcp`](/user-guide/skills/bundled/mcp/mcp-native-mcp) | MCP client: connect servers, register tools (stdio/HTTP). | `mcp/native-mcp` |
|
||||
|
||||
## media
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`gif-search`](/docs/user-guide/skills/bundled/media/media-gif-search) | Search/download GIFs from Tenor via curl + jq. | `media/gif-search` |
|
||||
| [`heartmula`](/docs/user-guide/skills/bundled/media/media-heartmula) | HeartMuLa: Suno-like song generation from lyrics + tags. | `media/heartmula` |
|
||||
| [`songsee`](/docs/user-guide/skills/bundled/media/media-songsee) | Audio spectrograms/features (mel, chroma, MFCC) via CLI. | `media/songsee` |
|
||||
| [`spotify`](/docs/user-guide/skills/bundled/media/media-spotify) | Spotify: play, search, queue, manage playlists and devices. | `media/spotify` |
|
||||
| [`youtube-content`](/docs/user-guide/skills/bundled/media/media-youtube-content) | YouTube transcripts to summaries, threads, blogs. | `media/youtube-content` |
|
||||
| [`gif-search`](/user-guide/skills/bundled/media/media-gif-search) | Search/download GIFs from Tenor via curl + jq. | `media/gif-search` |
|
||||
| [`heartmula`](/user-guide/skills/bundled/media/media-heartmula) | HeartMuLa: Suno-like song generation from lyrics + tags. | `media/heartmula` |
|
||||
| [`songsee`](/user-guide/skills/bundled/media/media-songsee) | Audio spectrograms/features (mel, chroma, MFCC) via CLI. | `media/songsee` |
|
||||
| [`spotify`](/user-guide/skills/bundled/media/media-spotify) | Spotify: play, search, queue, manage playlists and devices. | `media/spotify` |
|
||||
| [`youtube-content`](/user-guide/skills/bundled/media/media-youtube-content) | YouTube transcripts to summaries, threads, blogs. | `media/youtube-content` |
|
||||
|
||||
## mlops
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`audiocraft-audio-generation`](/docs/user-guide/skills/bundled/mlops/mlops-models-audiocraft) | AudioCraft: MusicGen text-to-music, AudioGen text-to-sound. | `mlops/models/audiocraft` |
|
||||
| [`dspy`](/docs/user-guide/skills/bundled/mlops/mlops-research-dspy) | DSPy: declarative LM programs, auto-optimize prompts, RAG. | `mlops/research/dspy` |
|
||||
| [`huggingface-hub`](/docs/user-guide/skills/bundled/mlops/mlops-huggingface-hub) | HuggingFace hf CLI: search/download/upload models, datasets. | `mlops/huggingface-hub` |
|
||||
| [`llama-cpp`](/docs/user-guide/skills/bundled/mlops/mlops-inference-llama-cpp) | llama.cpp local GGUF inference + HF Hub model discovery. | `mlops/inference/llama-cpp` |
|
||||
| [`evaluating-llms-harness`](/docs/user-guide/skills/bundled/mlops/mlops-evaluation-lm-evaluation-harness) | lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.). | `mlops/evaluation/lm-evaluation-harness` |
|
||||
| [`obliteratus`](/docs/user-guide/skills/bundled/mlops/mlops-inference-obliteratus) | OBLITERATUS: abliterate LLM refusals (diff-in-means). | `mlops/inference/obliteratus` |
|
||||
| [`segment-anything-model`](/docs/user-guide/skills/bundled/mlops/mlops-models-segment-anything) | SAM: zero-shot image segmentation via points, boxes, masks. | `mlops/models/segment-anything` |
|
||||
| [`serving-llms-vllm`](/docs/user-guide/skills/bundled/mlops/mlops-inference-vllm) | vLLM: high-throughput LLM serving, OpenAI API, quantization. | `mlops/inference/vllm` |
|
||||
| [`weights-and-biases`](/docs/user-guide/skills/bundled/mlops/mlops-evaluation-weights-and-biases) | W&B: log ML experiments, sweeps, model registry, dashboards. | `mlops/evaluation/weights-and-biases` |
|
||||
| [`audiocraft-audio-generation`](/user-guide/skills/bundled/mlops/mlops-models-audiocraft) | AudioCraft: MusicGen text-to-music, AudioGen text-to-sound. | `mlops/models/audiocraft` |
|
||||
| [`dspy`](/user-guide/skills/bundled/mlops/mlops-research-dspy) | DSPy: declarative LM programs, auto-optimize prompts, RAG. | `mlops/research/dspy` |
|
||||
| [`huggingface-hub`](/user-guide/skills/bundled/mlops/mlops-huggingface-hub) | HuggingFace hf CLI: search/download/upload models, datasets. | `mlops/huggingface-hub` |
|
||||
| [`llama-cpp`](/user-guide/skills/bundled/mlops/mlops-inference-llama-cpp) | llama.cpp local GGUF inference + HF Hub model discovery. | `mlops/inference/llama-cpp` |
|
||||
| [`evaluating-llms-harness`](/user-guide/skills/bundled/mlops/mlops-evaluation-lm-evaluation-harness) | lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.). | `mlops/evaluation/lm-evaluation-harness` |
|
||||
| [`obliteratus`](/user-guide/skills/bundled/mlops/mlops-inference-obliteratus) | OBLITERATUS: abliterate LLM refusals (diff-in-means). | `mlops/inference/obliteratus` |
|
||||
| [`segment-anything-model`](/user-guide/skills/bundled/mlops/mlops-models-segment-anything) | SAM: zero-shot image segmentation via points, boxes, masks. | `mlops/models/segment-anything` |
|
||||
| [`serving-llms-vllm`](/user-guide/skills/bundled/mlops/mlops-inference-vllm) | vLLM: high-throughput LLM serving, OpenAI API, quantization. | `mlops/inference/vllm` |
|
||||
| [`weights-and-biases`](/user-guide/skills/bundled/mlops/mlops-evaluation-weights-and-biases) | W&B: log ML experiments, sweeps, model registry, dashboards. | `mlops/evaluation/weights-and-biases` |
|
||||
|
||||
## note-taking
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`obsidian`](/docs/user-guide/skills/bundled/note-taking/note-taking-obsidian) | Read, search, create, and edit notes in the Obsidian vault. | `note-taking/obsidian` |
|
||||
| [`obsidian`](/user-guide/skills/bundled/note-taking/note-taking-obsidian) | Read, search, create, and edit notes in the Obsidian vault. | `note-taking/obsidian` |
|
||||
|
||||
## productivity
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`airtable`](/docs/user-guide/skills/bundled/productivity/productivity-airtable) | Airtable REST API via curl. Records CRUD, filters, upserts. | `productivity/airtable` |
|
||||
| [`google-workspace`](/docs/user-guide/skills/bundled/productivity/productivity-google-workspace) | Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python. | `productivity/google-workspace` |
|
||||
| [`linear`](/docs/user-guide/skills/bundled/productivity/productivity-linear) | Linear: manage issues, projects, teams via GraphQL + curl. | `productivity/linear` |
|
||||
| [`maps`](/docs/user-guide/skills/bundled/productivity/productivity-maps) | Geocode, POIs, routes, timezones via OpenStreetMap/OSRM. | `productivity/maps` |
|
||||
| [`nano-pdf`](/docs/user-guide/skills/bundled/productivity/productivity-nano-pdf) | Edit PDF text/typos/titles via nano-pdf CLI (NL prompts). | `productivity/nano-pdf` |
|
||||
| [`notion`](/docs/user-guide/skills/bundled/productivity/productivity-notion) | Notion API + ntn CLI: pages, databases, markdown, Workers. | `productivity/notion` |
|
||||
| [`ocr-and-documents`](/docs/user-guide/skills/bundled/productivity/productivity-ocr-and-documents) | Extract text from PDFs/scans (pymupdf, marker-pdf). | `productivity/ocr-and-documents` |
|
||||
| [`powerpoint`](/docs/user-guide/skills/bundled/productivity/productivity-powerpoint) | Create, read, edit .pptx decks, slides, notes, templates. | `productivity/powerpoint` |
|
||||
| [`teams-meeting-pipeline`](/docs/user-guide/skills/bundled/productivity/productivity-teams-meeting-pipeline) | Operate the Teams meeting summary pipeline via Hermes CLI — summarize meetings, inspect pipeline status, replay jobs, manage Microsoft Graph subscriptions. | `productivity/teams-meeting-pipeline` |
|
||||
| [`airtable`](/user-guide/skills/bundled/productivity/productivity-airtable) | Airtable REST API via curl. Records CRUD, filters, upserts. | `productivity/airtable` |
|
||||
| [`google-workspace`](/user-guide/skills/bundled/productivity/productivity-google-workspace) | Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python. | `productivity/google-workspace` |
|
||||
| [`linear`](/user-guide/skills/bundled/productivity/productivity-linear) | Linear: manage issues, projects, teams via GraphQL + curl. | `productivity/linear` |
|
||||
| [`maps`](/user-guide/skills/bundled/productivity/productivity-maps) | Geocode, POIs, routes, timezones via OpenStreetMap/OSRM. | `productivity/maps` |
|
||||
| [`nano-pdf`](/user-guide/skills/bundled/productivity/productivity-nano-pdf) | Edit PDF text/typos/titles via nano-pdf CLI (NL prompts). | `productivity/nano-pdf` |
|
||||
| [`notion`](/user-guide/skills/bundled/productivity/productivity-notion) | Notion API + ntn CLI: pages, databases, markdown, Workers. | `productivity/notion` |
|
||||
| [`ocr-and-documents`](/user-guide/skills/bundled/productivity/productivity-ocr-and-documents) | Extract text from PDFs/scans (pymupdf, marker-pdf). | `productivity/ocr-and-documents` |
|
||||
| [`powerpoint`](/user-guide/skills/bundled/productivity/productivity-powerpoint) | Create, read, edit .pptx decks, slides, notes, templates. | `productivity/powerpoint` |
|
||||
| [`teams-meeting-pipeline`](/user-guide/skills/bundled/productivity/productivity-teams-meeting-pipeline) | Operate the Teams meeting summary pipeline via Hermes CLI — summarize meetings, inspect pipeline status, replay jobs, manage Microsoft Graph subscriptions. | `productivity/teams-meeting-pipeline` |
|
||||
|
||||
## red-teaming
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`godmode`](/docs/user-guide/skills/bundled/red-teaming/red-teaming-godmode) | Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN. | `red-teaming/godmode` |
|
||||
| [`godmode`](/user-guide/skills/bundled/red-teaming/red-teaming-godmode) | Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN. | `red-teaming/godmode` |
|
||||
|
||||
## research
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`arxiv`](/docs/user-guide/skills/bundled/research/research-arxiv) | Search arXiv papers by keyword, author, category, or ID. | `research/arxiv` |
|
||||
| [`blogwatcher`](/docs/user-guide/skills/bundled/research/research-blogwatcher) | Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool. | `research/blogwatcher` |
|
||||
| [`llm-wiki`](/docs/user-guide/skills/bundled/research/research-llm-wiki) | Karpathy's LLM Wiki: build/query interlinked markdown KB. | `research/llm-wiki` |
|
||||
| [`polymarket`](/docs/user-guide/skills/bundled/research/research-polymarket) | Query Polymarket: markets, prices, orderbooks, history. | `research/polymarket` |
|
||||
| [`research-paper-writing`](/docs/user-guide/skills/bundled/research/research-research-paper-writing) | Write ML papers for NeurIPS/ICML/ICLR: design→submit. | `research/research-paper-writing` |
|
||||
| [`arxiv`](/user-guide/skills/bundled/research/research-arxiv) | Search arXiv papers by keyword, author, category, or ID. | `research/arxiv` |
|
||||
| [`blogwatcher`](/user-guide/skills/bundled/research/research-blogwatcher) | Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool. | `research/blogwatcher` |
|
||||
| [`llm-wiki`](/user-guide/skills/bundled/research/research-llm-wiki) | Karpathy's LLM Wiki: build/query interlinked markdown KB. | `research/llm-wiki` |
|
||||
| [`polymarket`](/user-guide/skills/bundled/research/research-polymarket) | Query Polymarket: markets, prices, orderbooks, history. | `research/polymarket` |
|
||||
| [`research-paper-writing`](/user-guide/skills/bundled/research/research-research-paper-writing) | Write ML papers for NeurIPS/ICML/ICLR: design→submit. | `research/research-paper-writing` |
|
||||
|
||||
## smart-home
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`openhue`](/docs/user-guide/skills/bundled/smart-home/smart-home-openhue) | Control Philips Hue lights, scenes, rooms via OpenHue CLI. | `smart-home/openhue` |
|
||||
| [`openhue`](/user-guide/skills/bundled/smart-home/smart-home-openhue) | Control Philips Hue lights, scenes, rooms via OpenHue CLI. | `smart-home/openhue` |
|
||||
|
||||
## social-media
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`xurl`](/docs/user-guide/skills/bundled/social-media/social-media-xurl) | X/Twitter via xurl CLI: post, search, DM, media, v2 API. | `social-media/xurl` |
|
||||
| [`xurl`](/user-guide/skills/bundled/social-media/social-media-xurl) | X/Twitter via xurl CLI: post, search, DM, media, v2 API. | `social-media/xurl` |
|
||||
|
||||
## software-development
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`debugging-hermes-tui-commands`](/docs/user-guide/skills/bundled/software-development/software-development-debugging-hermes-tui-commands) | Debug Hermes TUI slash commands: Python, gateway, Ink UI. | `software-development/debugging-hermes-tui-commands` |
|
||||
| [`hermes-agent-skill-authoring`](/docs/user-guide/skills/bundled/software-development/software-development-hermes-agent-skill-authoring) | Author in-repo SKILL.md: frontmatter, validator, structure. | `software-development/hermes-agent-skill-authoring` |
|
||||
| [`node-inspect-debugger`](/docs/user-guide/skills/bundled/software-development/software-development-node-inspect-debugger) | Debug Node.js via --inspect + Chrome DevTools Protocol CLI. | `software-development/node-inspect-debugger` |
|
||||
| [`plan`](/docs/user-guide/skills/bundled/software-development/software-development-plan) | Plan mode: write markdown plan to .hermes/plans/, no exec. | `software-development/plan` |
|
||||
| [`python-debugpy`](/docs/user-guide/skills/bundled/software-development/software-development-python-debugpy) | Debug Python: pdb REPL + debugpy remote (DAP). | `software-development/python-debugpy` |
|
||||
| [`requesting-code-review`](/docs/user-guide/skills/bundled/software-development/software-development-requesting-code-review) | Pre-commit review: security scan, quality gates, auto-fix. | `software-development/requesting-code-review` |
|
||||
| [`spike`](/docs/user-guide/skills/bundled/software-development/software-development-spike) | Throwaway experiments to validate an idea before build. | `software-development/spike` |
|
||||
| [`subagent-driven-development`](/docs/user-guide/skills/bundled/software-development/software-development-subagent-driven-development) | Execute plans via delegate_task subagents (2-stage review). | `software-development/subagent-driven-development` |
|
||||
| [`systematic-debugging`](/docs/user-guide/skills/bundled/software-development/software-development-systematic-debugging) | 4-phase root cause debugging: understand bugs before fixing. | `software-development/systematic-debugging` |
|
||||
| [`test-driven-development`](/docs/user-guide/skills/bundled/software-development/software-development-test-driven-development) | TDD: enforce RED-GREEN-REFACTOR, tests before code. | `software-development/test-driven-development` |
|
||||
| [`writing-plans`](/docs/user-guide/skills/bundled/software-development/software-development-writing-plans) | Write implementation plans: bite-sized tasks, paths, code. | `software-development/writing-plans` |
|
||||
| [`debugging-hermes-tui-commands`](/user-guide/skills/bundled/software-development/software-development-debugging-hermes-tui-commands) | Debug Hermes TUI slash commands: Python, gateway, Ink UI. | `software-development/debugging-hermes-tui-commands` |
|
||||
| [`hermes-agent-skill-authoring`](/user-guide/skills/bundled/software-development/software-development-hermes-agent-skill-authoring) | Author in-repo SKILL.md: frontmatter, validator, structure. | `software-development/hermes-agent-skill-authoring` |
|
||||
| [`node-inspect-debugger`](/user-guide/skills/bundled/software-development/software-development-node-inspect-debugger) | Debug Node.js via --inspect + Chrome DevTools Protocol CLI. | `software-development/node-inspect-debugger` |
|
||||
| [`plan`](/user-guide/skills/bundled/software-development/software-development-plan) | Plan mode: write markdown plan to .hermes/plans/, no exec. | `software-development/plan` |
|
||||
| [`python-debugpy`](/user-guide/skills/bundled/software-development/software-development-python-debugpy) | Debug Python: pdb REPL + debugpy remote (DAP). | `software-development/python-debugpy` |
|
||||
| [`requesting-code-review`](/user-guide/skills/bundled/software-development/software-development-requesting-code-review) | Pre-commit review: security scan, quality gates, auto-fix. | `software-development/requesting-code-review` |
|
||||
| [`spike`](/user-guide/skills/bundled/software-development/software-development-spike) | Throwaway experiments to validate an idea before build. | `software-development/spike` |
|
||||
| [`subagent-driven-development`](/user-guide/skills/bundled/software-development/software-development-subagent-driven-development) | Execute plans via delegate_task subagents (2-stage review). | `software-development/subagent-driven-development` |
|
||||
| [`systematic-debugging`](/user-guide/skills/bundled/software-development/software-development-systematic-debugging) | 4-phase root cause debugging: understand bugs before fixing. | `software-development/systematic-debugging` |
|
||||
| [`test-driven-development`](/user-guide/skills/bundled/software-development/software-development-test-driven-development) | TDD: enforce RED-GREEN-REFACTOR, tests before code. | `software-development/test-driven-development` |
|
||||
| [`writing-plans`](/user-guide/skills/bundled/software-development/software-development-writing-plans) | Write implementation plans: bite-sized tasks, paths, code. | `software-development/writing-plans` |
|
||||
|
||||
## yuanbao
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`yuanbao`](/docs/user-guide/skills/bundled/yuanbao/yuanbao-yuanbao) | Yuanbao (元宝) groups: @mention users, query info/members. | `yuanbao` |
|
||||
| [`yuanbao`](/user-guide/skills/bundled/yuanbao/yuanbao-yuanbao) | Yuanbao (元宝) groups: @mention users, query info/members. | `yuanbao` |
|
||||
|
|
|
|||
|
|
@ -49,16 +49,16 @@ Type `/` in the CLI to open the autocomplete menu. Built-in commands are case-in
|
|||
| `/stop` | Kill all running background processes |
|
||||
| `/queue <prompt>` (alias: `/q`) | Queue a prompt for the next turn (doesn't interrupt the current agent response). |
|
||||
| `/steer <prompt>` | Inject a mid-run note that arrives at the agent **after the next tool call** — no interrupt, no new user turn. The text is appended to the last tool result's content once the current tool completes, giving the agent new context without breaking the current tool-calling loop. Use this to nudge direction mid-task (e.g. "focus on the auth module" while the agent is running tests). |
|
||||
| `/goal <text>` | Set a standing goal Hermes works toward across turns — our take on the Ralph loop. After each turn an auxiliary judge model decides whether the goal is done; if not, Hermes auto-continues. Subcommands: `/goal status`, `/goal pause`, `/goal resume`, `/goal clear`. Budget defaults to 20 turns (`goals.max_turns`); any real user message preempts the continuation loop, and state survives `/resume`. See [Persistent Goals](/docs/user-guide/features/goals) for the full walkthrough. |
|
||||
| `/goal <text>` | Set a standing goal Hermes works toward across turns — our take on the Ralph loop. After each turn an auxiliary judge model decides whether the goal is done; if not, Hermes auto-continues. Subcommands: `/goal status`, `/goal pause`, `/goal resume`, `/goal clear`. Budget defaults to 20 turns (`goals.max_turns`); any real user message preempts the continuation loop, and state survives `/resume`. See [Persistent Goals](/user-guide/features/goals) for the full walkthrough. |
|
||||
| `/subgoal <text>` | Append a user-supplied criterion to the active goal mid-loop. The continuation prompt surfaces all subgoals to the agent verbatim, and the judge factors them into its DONE/CONTINUE verdict — so the goal isn't marked done until the original goal **and** every subgoal are met. Subcommands: `/subgoal` (list), `/subgoal remove <N>`, `/subgoal clear`. Requires an active `/goal`. |
|
||||
| `/resume [name]` | Resume a previously-named session |
|
||||
| `/sessions` | Browse and resume previous sessions in an interactive picker |
|
||||
| `/redraw` | Force a full UI repaint (recovers from terminal drift after tmux resize, mouse selection artifacts, etc.) |
|
||||
| `/status` | Show session info — model, provider, profile, session ID, working directory, title, created/updated timestamps, token totals, agent-running state — followed by a local **Session recap** block (recent user/assistant turn counts, tool result count, top tools used, last few files touched, the latest user prompt, and the latest assistant reply). The recap is computed locally from the in-memory conversation; no LLM call, no prompt-cache impact. |
|
||||
| `/agents` (alias: `/tasks`) | Show active agents and running tasks across the current session. |
|
||||
| `/background <prompt>` (alias: `/bg`, `/btw`) | Run a prompt in a separate background session. The agent processes your prompt independently — your current session stays free for other work. Results appear as a panel when the task finishes. See [CLI Background Sessions](/docs/user-guide/cli#background-sessions). |
|
||||
| `/background <prompt>` (alias: `/bg`, `/btw`) | Run a prompt in a separate background session. The agent processes your prompt independently — your current session stays free for other work. Results appear as a panel when the task finishes. See [CLI Background Sessions](/user-guide/cli#background-sessions). |
|
||||
| `/branch [name]` (alias: `/fork`) | Branch the current session (explore a different path) |
|
||||
| `/handoff <platform>` | **CLI only.** Hand the current session off to a messaging platform (Telegram, Discord, Slack, WhatsApp, Signal, Matrix). The gateway picks it up immediately, creates a fresh thread on platforms that support threads (Telegram topics, Discord text-channel threads, Slack message-anchored threads), re-binds the destination to your CLI session_id so the full role-aware transcript replays, and forges a synthetic user turn so the agent confirms it's working in the new place. Your CLI exits cleanly on success with a `/resume` hint; resume locally any time with `/resume <title>`. Refused mid-turn. Requires the gateway to be running and a home channel configured for the target platform (`/sethome` from the destination chat). See [Cross-Platform Handoff](/docs/user-guide/sessions#cross-platform-handoff). |
|
||||
| `/handoff <platform>` | **CLI only.** Hand the current session off to a messaging platform (Telegram, Discord, Slack, WhatsApp, Signal, Matrix). The gateway picks it up immediately, creates a fresh thread on platforms that support threads (Telegram topics, Discord text-channel threads, Slack message-anchored threads), re-binds the destination to your CLI session_id so the full role-aware transcript replays, and forges a synthetic user turn so the agent confirms it's working in the new place. Your CLI exits cleanly on success with a `/resume` hint; resume locally any time with `/resume <title>`. Refused mid-turn. Requires the gateway to be running and a home channel configured for the target platform (`/sethome` from the destination chat). See [Cross-Platform Handoff](/user-guide/sessions#cross-platform-handoff). |
|
||||
|
||||
### Configuration
|
||||
|
||||
|
|
@ -88,8 +88,8 @@ Type `/` in the CLI to open the autocomplete menu. Built-in commands are case-in
|
|||
| `/browser [connect\|disconnect\|status]` | Manage a local Chromium-family CDP connection. `connect` attaches browser tools to a running Chrome, Brave, Chromium, or Edge instance (default: `http://127.0.0.1:9222`). `disconnect` detaches. `status` shows current connection. Auto-launches a supported Chromium-family browser if no debugger is detected. |
|
||||
| `/skills` | Search, install, inspect, or manage skills from online registries |
|
||||
| `/cron` | Manage scheduled tasks (list, add/create, edit, pause, resume, run, remove) |
|
||||
| `/curator` | Background skill maintenance — `status`, `run`, `pin`, `archive`. See [Curator](/docs/user-guide/features/curator). |
|
||||
| `/kanban <action>` | Drive the multi-profile, multi-project collaboration board without leaving chat. Full `hermes kanban` surface is available: `/kanban list`, `/kanban show t_abc`, `/kanban create "title" --assignee X`, `/kanban comment t_abc "text"`, `/kanban unblock t_abc`, `/kanban dispatch`, etc. Multi-board support included: `/kanban boards list`, `/kanban boards create <slug>`, `/kanban boards switch <slug>`, `/kanban --board <slug> <action>`. See [Kanban slash command](/docs/user-guide/features/kanban#kanban-slash-command). |
|
||||
| `/curator` | Background skill maintenance — `status`, `run`, `pin`, `archive`. See [Curator](/user-guide/features/curator). |
|
||||
| `/kanban <action>` | Drive the multi-profile, multi-project collaboration board without leaving chat. Full `hermes kanban` surface is available: `/kanban list`, `/kanban show t_abc`, `/kanban create "title" --assignee X`, `/kanban comment t_abc "text"`, `/kanban unblock t_abc`, `/kanban dispatch`, etc. Multi-board support included: `/kanban boards list`, `/kanban boards create <slug>`, `/kanban boards switch <slug>`, `/kanban --board <slug> <action>`. See [Kanban slash command](/user-guide/features/kanban#kanban-slash-command). |
|
||||
| `/reload-mcp` (alias: `/reload_mcp`) | Reload MCP servers from config.yaml |
|
||||
| `/reload-skills` (alias: `/reload_skills`) | Re-scan `~/.hermes/skills/` for newly installed or removed skills |
|
||||
| `/reload` | Reload `.env` variables into the running session (picks up new API keys without restarting) |
|
||||
|
|
@ -205,7 +205,7 @@ The messaging gateway supports the following built-in commands inside Telegram,
|
|||
| `/undo` | Remove the last exchange. |
|
||||
| `/sethome` (alias: `/set-home`) | Mark the current chat as the platform home channel for deliveries. |
|
||||
| `/compress [focus topic]` | Manually compress conversation context. Optional focus topic narrows what the summary preserves. |
|
||||
| `/topic [off\|help\|session-id]` | **Telegram DM only.** Manage user-managed multi-session topic mode. `/topic` enables it or shows status; `/topic off` disables it and clears bindings; `/topic help` shows usage; `/topic <session-id>` inside a topic restores a previous session. See [Multi-session DM mode](/docs/user-guide/messaging/telegram#multi-session-dm-mode-topic). |
|
||||
| `/topic [off\|help\|session-id]` | **Telegram DM only.** Manage user-managed multi-session topic mode. `/topic` enables it or shows status; `/topic off` disables it and clears bindings; `/topic help` shows usage; `/topic <session-id>` inside a topic restores a previous session. See [Multi-session DM mode](/user-guide/messaging/telegram#multi-session-dm-mode-topic). |
|
||||
| `/title [name]` | Set or show the session title. |
|
||||
| `/resume [name]` | Resume a previously named session. |
|
||||
| `/usage` | Show token usage, estimated cost breakdown (input/output), context window state, session duration, and — when available from the active provider — an **Account limits** section with remaining quota / credits pulled live from the provider's API. |
|
||||
|
|
@ -213,13 +213,13 @@ The messaging gateway supports the following built-in commands inside Telegram,
|
|||
| `/reasoning [level\|show\|hide]` | Change reasoning effort or toggle reasoning display. |
|
||||
| `/voice [on\|off\|tts\|join\|channel\|leave\|status]` | Control spoken replies in chat. `join`/`channel`/`leave` manage Discord voice-channel mode. |
|
||||
| `/rollback [number]` | List or restore filesystem checkpoints. |
|
||||
| `/background <prompt>` | Run a prompt in a separate background session. Results are delivered back to the same chat when the task finishes. See [Messaging Background Sessions](/docs/user-guide/messaging/#background-sessions). |
|
||||
| `/background <prompt>` | Run a prompt in a separate background session. Results are delivered back to the same chat when the task finishes. See [Messaging Background Sessions](/user-guide/messaging/#background-sessions). |
|
||||
| `/queue <prompt>` (alias: `/q`) | Queue a prompt for the next turn without interrupting the current one. |
|
||||
| `/steer <prompt>` | Inject a message after the next tool call without interrupting — the model picks it up on its next iteration rather than as a new turn. |
|
||||
| `/goal <text>` | Set a standing goal Hermes works toward across turns — our take on the Ralph loop. A judge model checks after each turn; if not done, Hermes auto-continues until it is, you pause/clear it, or the turn budget (default 20) is hit. Subcommands: `/goal status`, `/goal pause`, `/goal resume`, `/goal clear`. Safe to run mid-agent for status/pause/clear; setting a new goal requires `/stop` first. See [Persistent Goals](/docs/user-guide/features/goals). |
|
||||
| `/goal <text>` | Set a standing goal Hermes works toward across turns — our take on the Ralph loop. A judge model checks after each turn; if not done, Hermes auto-continues until it is, you pause/clear it, or the turn budget (default 20) is hit. Subcommands: `/goal status`, `/goal pause`, `/goal resume`, `/goal clear`. Safe to run mid-agent for status/pause/clear; setting a new goal requires `/stop` first. See [Persistent Goals](/user-guide/features/goals). |
|
||||
| `/footer [on\|off\|status]` | Toggle the runtime-metadata footer on final replies (shows model, tool counts, timing). |
|
||||
| `/curator [status\|run\|pin\|archive]` | Background skill maintenance controls. |
|
||||
| `/kanban <action>` | Drive the multi-profile, multi-project collaboration board from chat — identical argument surface to the CLI. Bypasses the running-agent guard, so `/kanban unblock t_abc`, `/kanban comment t_abc "…"`, `/kanban list --mine`, `/kanban boards switch <slug>`, etc. work mid-turn. `/kanban create …` auto-subscribes the originating chat to the new task's terminal events. See [Kanban slash command](/docs/user-guide/features/kanban#kanban-slash-command). |
|
||||
| `/kanban <action>` | Drive the multi-profile, multi-project collaboration board from chat — identical argument surface to the CLI. Bypasses the running-agent guard, so `/kanban unblock t_abc`, `/kanban comment t_abc "…"`, `/kanban list --mine`, `/kanban boards switch <slug>`, etc. work mid-turn. `/kanban create …` auto-subscribes the originating chat to the new task's terminal events. See [Kanban slash command](/user-guide/features/kanban#kanban-slash-command). |
|
||||
| `/reload-mcp` (alias: `/reload_mcp`) | Reload MCP servers from config. |
|
||||
| `/yolo` | Toggle YOLO mode — skip all dangerous command approval prompts. |
|
||||
| `/commands [page]` | Browse all commands and skills (paginated). |
|
||||
|
|
|
|||
|
|
@ -11,7 +11,7 @@ This page documents Hermes' built-in tools, grouped by toolset. Availability var
|
|||
**Quick counts (current registry):** ~70 tools — 10 browser tools (core) + 2 CDP-gated browser tools, 4 file tools, 10 RL tools, 4 Home Assistant tools, 2 terminal tools, 2 web tools, 5 Feishu tools, 7 Spotify tools (registered by the bundled `spotify` plugin), 5 Yuanbao tools, 7 kanban tools (registered when the kanban dispatcher spawns the agent), 2 Discord tools, and a handful of standalone tools (`memory`, `clarify`, `delegate_task`, `execute_code`, `cronjob`, `session_search`, `skill_view`/`skill_manage`/`skills_list`, `text_to_speech`, `image_generate`, `video_generate`, `vision_analyze`, `video_analyze`, `mixture_of_agents`, `send_message`, `todo`, `computer_use`, `process`).
|
||||
|
||||
:::tip MCP Tools
|
||||
In addition to built-in tools, Hermes can load tools dynamically from MCP servers. MCP tools appear with the prefix `mcp_<server>_` (e.g., `mcp_github_create_issue` for the `github` MCP server). See [MCP Integration](/docs/user-guide/features/mcp) for configuration.
|
||||
In addition to built-in tools, Hermes can load tools dynamically from MCP servers. MCP tools appear with the prefix `mcp_<server>_` (e.g., `mcp_github_create_issue` for the `github` MCP server). See [MCP Integration](/user-guide/features/mcp) for configuration.
|
||||
:::
|
||||
|
||||
## `browser` toolset
|
||||
|
|
@ -118,7 +118,7 @@ Scoped to the Feishu document-comment handler. Drives comment read/write operati
|
|||
|
||||
## `kanban` toolset
|
||||
|
||||
Registered when the agent is either (a) spawned by the kanban dispatcher (`HERMES_KANBAN_TASK` env set) or (b) running in a profile that explicitly enables the `kanban` toolset. Task-scoped workers use lifecycle tools for their assigned task; orchestrator profiles additionally get board-routing tools like `kanban_list` and `kanban_unblock`. See [Kanban Multi-Agent](/docs/user-guide/features/kanban) for the full workflow.
|
||||
Registered when the agent is either (a) spawned by the kanban dispatcher (`HERMES_KANBAN_TASK` env set) or (b) running in a profile that explicitly enables the `kanban` toolset. Task-scoped workers use lifecycle tools for their assigned task; orchestrator profiles additionally get board-routing tools like `kanban_list` and `kanban_unblock`. See [Kanban Multi-Agent](/user-guide/features/kanban) for the full workflow.
|
||||
|
||||
| Tool | Description | Requires environment |
|
||||
|------|-------------|----------------------|
|
||||
|
|
@ -200,7 +200,7 @@ Backends ship as plugins under `plugins/video_gen/<name>/`:
|
|||
- **xAI Grok-Imagine** — text-to-video and image-to-video (SuperGrok OAuth or `XAI_API_KEY`).
|
||||
- **FAL.ai** — Veo 3.1, Pixverse v6, Kling O3 (requires `FAL_KEY`).
|
||||
|
||||
The single `video_generate` tool covers both modalities — pass `image_url` to animate a still, omit it to generate from text alone. The active backend auto-routes to the right endpoint. The tool's description is rebuilt at session start to reflect the active backend's actual capabilities (modalities, aspect ratios, resolutions, duration range, max reference images, audio support). See [Video Generation Provider Plugins](/docs/developer-guide/video-gen-provider-plugin) for backend authoring.
|
||||
The single `video_generate` tool covers both modalities — pass `image_url` to animate a still, omit it to generate from text alone. The active backend auto-routes to the right endpoint. The tool's description is rebuilt at session start to reflect the active backend's actual capabilities (modalities, aspect ratios, resolutions, duration range, max reference images, audio support). See [Video Generation Provider Plugins](/developer-guide/video-gen-provider-plugin) for backend authoring.
|
||||
|
||||
| Tool | Description | Requires environment |
|
||||
|------|-------------|----------------------|
|
||||
|
|
|
|||
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