Merge origin/main into bb/gui
Adopt main's web/ dashboard layout (apps/dashboard removed; web/ restored), keep bb/gui's desktop CLI/update workspace handling, and preserve main's mTLS/URL validation MCP changes. Dashboard backend is aligned to main with only the intended STT provider quarantine/ElevenLabs override reapplied.
This commit is contained in:
Brooklyn Nicholson
@@ -47,6 +47,9 @@ hermes [global-options] <command> [subcommand/options]
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| `hermes slack` | Slack helpers (currently: generate the app manifest with every command as a native slash). |
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| `hermes auth` | Manage credentials — add, list, remove, reset, set strategy. Handles OAuth flows for Codex/Nous/Anthropic. |
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| `hermes login` / `logout` | **Deprecated** — use `hermes auth` instead. |
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| `hermes send` | Send a one-shot message to a configured messaging platform (Telegram, Discord, Slack, Signal, SMS, …). Useful from shell scripts, cron jobs, CI hooks, and monitoring daemons — no agent loop, no LLM. |
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| `hermes secrets` | Manage external secret sources (currently Bitwarden Secrets Manager) for pulling API keys at process startup instead of from `~/.hermes/.env`. |
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| `hermes migrate` | Diagnose and (optionally) rewrite `config.yaml` to replace references to retired models or deprecated settings (e.g. `migrate xai`). |
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| `hermes status` | Show agent, auth, and platform status. |
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| `hermes cron` | Inspect and tick the cron scheduler. |
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| `hermes kanban` | Multi-profile collaboration board (tasks, links, dispatcher). |
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@@ -224,6 +227,7 @@ Options:
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| Option | Description |
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|--------|-------------|
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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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| `--no-supervise` | On `run`: inside the s6-overlay Docker image, opt out of auto-supervision and use pre-s6 foreground semantics — gateway runs as the container's main process with no auto-restart. No-op outside the s6 image. Equivalent to setting `HERMES_GATEWAY_NO_SUPERVISE=1`. |
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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](/reference/faq#wsl-gateway-keeps-disconnecting-or-hermes-gateway-start-fails) for details.
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@@ -262,6 +266,8 @@ the full guide, supported languages, and configuration knobs.
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hermes setup [model|tts|terminal|gateway|tools|agent] [--non-interactive] [--reset] [--quick] [--reconfigure] [--portal]
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```
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**Easiest path:** `hermes setup --portal` — OAuth into Nous Portal and opt into the [Tool Gateway](../user-guide/features/tool-gateway.md) in one shot.
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**First run:** launches the first-time wizard.
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**Returning user (already configured):** drops straight into the full reconfigure wizard — every prompt shows your current value as its default, press Enter to keep or type a new value. No menu.
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@@ -337,6 +343,122 @@ Run `hermes slack manifest --write` again after `hermes update` to pick
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up any new commands.
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## `hermes send`
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```bash
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hermes send --to <target> "message text"
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hermes send --to <target> --file <path>
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echo "message" | hermes send --to <target>
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hermes send --list [platform]
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```
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Send a one-shot message to a configured messaging platform without spinning up an agent or gateway loop. Reuses the gateway's already-configured credentials (`~/.hermes/.env` + `~/.hermes/config.yaml`) so ops scripts, cron jobs, CI hooks, and monitoring daemons can post status updates without reimplementing each platform's REST client.
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For bot-token platforms (Telegram, Discord, Slack, Signal, SMS, WhatsApp-CloudAPI) no running gateway is required — `hermes send` talks directly to the platform's REST endpoint. Plugin platforms that need a persistent adapter still require a live gateway.
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| Option | Description |
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|--------|-------------|
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| `-t`, `--to <TARGET>` | Delivery target. Formats: `platform` (uses home channel), `platform:chat_id`, `platform:chat_id:thread_id`, or `platform:#channel-name`. Examples: `telegram`, `telegram:-1001234567890`, `discord:#ops`, `slack:C0123ABCD`, `signal:+15551234567`. |
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| `-f`, `--file <PATH>` | Read the message body from `PATH`. Pass `-` to force reading from stdin. |
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| `-s`, `--subject <LINE>` | Prepend a subject/header line before the message body. |
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| `-l`, `--list [platform]` | List configured targets across all platforms (or only the given platform). |
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| `-q`, `--quiet` | Suppress stdout on success — useful in scripts (rely on exit code only). |
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| `--json` | Emit raw JSON result instead of human-readable output. |
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If neither a positional `message` argument nor `--file` is provided, `hermes send` reads from stdin when it is not a TTY. Exit codes: `0` on success, `1` on delivery/backend failure, `2` on usage errors.
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Examples:
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```bash
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hermes send --to telegram "deploy finished"
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echo "RAM 92%" | hermes send --to telegram:-1001234567890
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hermes send --to discord:#ops --file /tmp/report.md
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hermes send --to slack:#eng --subject "[CI]" --file build.log
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hermes send --list # all platforms
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hermes send --list telegram # filter by platform
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```
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## `hermes secrets`
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```bash
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hermes secrets bitwarden <subcommand>
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hermes secrets bw <subcommand> # short alias
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```
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Pull API keys from an external secret manager at process startup instead of storing them in `~/.hermes/.env`. Currently supports **Bitwarden Secrets Manager**. See the full guide: [Bitwarden integration](../user-guide/secrets/bitwarden.md).
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`bitwarden` (alias `bw`) subcommands:
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| Subcommand | Description |
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|------------|-------------|
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| `setup` | Interactive wizard: install the pinned `bws` binary, store an access token, and pick a project. Accepts `--project-id`, `--access-token`, and `--server-url` for non-interactive use. |
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| `status` | Show current config, binary path/version, and last fetch info. |
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| `sync` | Fetch secrets now and report what changed. Add `--apply` to actually export the secrets into the current shell's environment (default is dry-run). |
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| `install` | Download and verify the pinned `bws` binary. `--force` re-downloads even if a managed copy already exists. |
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| `disable` | Turn off the Bitwarden integration. |
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## `hermes migrate`
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```bash
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hermes migrate <type>
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```
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Diagnose and (optionally) rewrite the active `config.yaml` to replace references to retired models or deprecated settings. A timestamped backup of the original `config.yaml` is taken before any rewrite (skip with `--no-backup`).
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| Subcommand | Description |
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|------------|-------------|
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| `xai` | Scan `config.yaml` for references to xAI models scheduled for retirement on May 15, 2026 and (with `--apply`) rewrite them in-place to the official replacements per the xAI migration guide. Defaults to dry-run. |
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Common flags for migration subcommands:
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| Flag | Description |
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|------|-------------|
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| `--apply` | Rewrite `config.yaml` in-place (default: dry-run, no writes). |
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| `--no-backup` | Skip the timestamped backup of `config.yaml` when applying. |
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> Not to be confused with `hermes claw migrate` (one-shot import of OpenClaw configuration into Hermes) — `hermes migrate` is the top-level config-rewrite command.
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## `hermes proxy`
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```bash
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hermes proxy <subcommand>
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```
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Run a local OpenAI-compatible HTTP server that forwards requests to an OAuth-authenticated upstream provider (e.g. Nous Portal, xAI). External apps can point at the proxy with any bearer token; the proxy attaches your real OAuth credentials on the way out. See [Subscription Proxy](../user-guide/features/subscription-proxy.md) for the full guide.
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| Subcommand | Description |
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|------------|-------------|
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| `start` | Run the proxy in the foreground. Flags: `--provider <nous\|xai>` (default `nous`), `--host <addr>` (default `127.0.0.1`; use `0.0.0.0` to expose on LAN), `--port <int>` (default `8645`). |
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| `status` | Show which proxy upstreams are ready (credentials present, OAuth valid). |
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| `providers` | List available proxy upstream providers. |
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## `hermes security`
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```bash
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hermes security <subcommand>
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```
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On-demand vulnerability scan against [OSV.dev](https://osv.dev). Covers the Hermes venv (installed PyPI distributions), Python dependencies declared by plugins under `~/.hermes/plugins/`, and pinned `npx`/`uvx` MCP servers in `config.yaml`. Does NOT scan globally-installed packages or editor/browser extensions.
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| Subcommand | Description |
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|------------|-------------|
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| `audit` | Run a one-shot supply-chain audit. |
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`audit` flags:
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| Flag | Default | Description |
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|------|---------|-------------|
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| `--json` | off | Emit machine-readable JSON instead of human-readable text. |
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| `--fail-on <level>` | `critical` | Exit non-zero when any finding meets this severity (`low`, `moderate`, `high`, `critical`). |
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| `--skip-venv` | off | Skip scanning the Hermes Python venv. |
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| `--skip-plugins` | off | Skip scanning plugin requirements files. |
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| `--skip-mcp` | off | Skip scanning pinned MCP servers in `config.yaml`. |
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## `hermes login` / `hermes logout` *(Deprecated)*
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:::caution
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@@ -1251,7 +1373,7 @@ hermes completion fish > ~/.config/fish/completions/hermes.fish
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## `hermes update`
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```bash
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hermes update [--check] [--backup] [--restart-gateway]
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hermes update [--gateway] [--check] [--no-backup] [--backup] [--yes]
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```
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Pulls the latest `hermes-agent` code and reinstalls dependencies in your venv, then re-runs the post-install hooks (MCP servers, skills sync, completion install). Safe to run on a live install.
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@@ -1260,12 +1382,15 @@ Pulls the latest `hermes-agent` code and reinstalls dependencies in your venv, t
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| Option | Description |
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|--------|-------------|
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| `--check` | Print the current commit and the latest `origin/main` commit side by side, and exit 0 if in sync or 1 if behind. Does not pull, install, or restart anything. |
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| `--backup` | Create a labeled pre-update snapshot of `HERMES_HOME` (config, auth, sessions, skills, pairing data) before pulling. Default is **off** — the previous always-backup behavior was adding minutes to every update on large homes. Flip it on permanently via `update.backup: true` in `config.yaml`. |
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| `--restart-gateway` | After a successful update, restart the running gateway service. Implies `--all` semantics if multiple profiles are installed. |
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| `--gateway` | Internal mode used by the messaging `/update` command. Uses file-based IPC for prompts and progress streaming instead of reading from terminal stdin. Not a gateway restart flag. |
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| `--check` | Check whether an update is available without pulling, installing dependencies, or restarting anything. |
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| `--no-backup` | Skip the pre-update backup for this run, even if `updates.pre_update_backup` is enabled in `config.yaml`. |
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| `--backup` | Create a labeled pre-update snapshot of `HERMES_HOME` (config, auth, sessions, skills, pairing data) before pulling. Default is **off** — the previous always-backup behavior was adding minutes to every update on large homes. Flip it on permanently via `updates.pre_update_backup: true` in `config.yaml`. |
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| `--yes`, `-y` | Assume yes for interactive prompts such as config migration and stash restore. API-key entry is skipped; run `hermes config migrate` separately for those. |
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Additional behavior:
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- **Gateway restart.** After a successful update, Hermes attempts to restart all running gateway profiles automatically so they pick up the new code. Use `hermes gateway restart` when you want to restart a gateway without applying an update.
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- **Pairing data snapshot.** Even when `--backup` is off, `hermes update` takes a lightweight snapshot of `~/.hermes/pairing/` and the Feishu comment rules before `git pull`. You can roll it back with `hermes backup restore --state pre-update` if a pull rewrites a file you were editing.
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- **Legacy `hermes.service` warning.** If Hermes detects a pre-rename `hermes.service` systemd unit (instead of the current `hermes-gateway.service`), it prints a one-time migration hint so you can avoid flap-loop issues.
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- **Exit codes.** `0` on success, `1` on pull/install/post-install errors, `2` on unexpected working-tree changes that block `git pull`.
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@@ -1276,6 +1401,7 @@ Additional behavior:
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||||
|---------|-------------|
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| `hermes version` | Print version information. |
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| `hermes update` | Pull latest changes and reinstall dependencies. |
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| `hermes postinstall` | Internal bootstrap. Runs once after `pip install hermes-agent` (or `hermes update` on pip installs) to install non-Python dependencies that pip cannot provide — Node.js runtime, headless browser, ripgrep, ffmpeg — and then trigger `hermes setup` if the profile has not been configured yet. Safe to re-run idempotently. |
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| `hermes uninstall [--full] [--yes]` | Remove Hermes, optionally deleting all config/data. |
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## See also
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@@ -197,7 +197,7 @@ These variables configure the [Tool Gateway](/user-guide/features/tool-gateway)
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| `TERMINAL_DAYTONA_IMAGE` | Daytona sandbox image |
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| `TERMINAL_TIMEOUT` | Command timeout in seconds |
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| `TERMINAL_LIFETIME_SECONDS` | Max lifetime for terminal sessions in seconds |
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| `TERMINAL_CWD` | Working directory for terminal sessions (gateway/cron only; CLI uses launch dir) |
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| `TERMINAL_CWD` | Deprecated direct override for gateway/cron terminal sessions. Prefer `terminal.cwd` in `config.yaml`; CLI still uses the launch directory. |
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| `SUDO_PASSWORD` | Enable sudo without interactive prompt |
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|
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For cloud sandbox backends, persistence is filesystem-oriented. `TERMINAL_LIFETIME_SECONDS` controls when Hermes cleans up an idle terminal session, and later resumes may recreate the sandbox rather than keep the same live processes running.
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@@ -405,14 +405,14 @@ For cloud sandbox backends, persistence is filesystem-oriented. `TERMINAL_LIFETI
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| `WEBHOOK_PORT` | HTTP server port for receiving webhooks (default: `8644`) |
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| `WEBHOOK_SECRET` | Global HMAC secret for webhook signature validation (used as fallback when routes don't specify their own) |
|
||||
| `API_SERVER_ENABLED` | Enable the OpenAI-compatible API server (`true`/`false`). Runs alongside other platforms. |
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| `API_SERVER_KEY` | Bearer token for API server authentication. Enforced for non-loopback binding. |
|
||||
| `API_SERVER_KEY` | Bearer token for API server authentication. Required whenever the API server is enabled. |
|
||||
| `API_SERVER_CORS_ORIGINS` | Comma-separated browser origins allowed to call the API server directly (for example `http://localhost:3000,http://127.0.0.1:3000`). Default: disabled. |
|
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| `API_SERVER_PORT` | Port for the API server (default: `8642`) |
|
||||
| `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. |
|
||||
| `API_SERVER_HOST` | Host/bind address for the API server (default: `127.0.0.1`). `API_SERVER_KEY` is still required on loopback; use a narrow `API_SERVER_CORS_ORIGINS` allowlist for browser access. |
|
||||
| `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. |
|
||||
| `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`. |
|
||||
| `GATEWAY_PROXY_KEY` | Bearer token for authenticating with the remote API server in proxy mode. Must match `API_SERVER_KEY` on the remote host. |
|
||||
| `MESSAGING_CWD` | Working directory for terminal commands in messaging mode (default: `~`) |
|
||||
| `MESSAGING_CWD` | Deprecated compatibility fallback for gateway working directory. Prefer `terminal.cwd` in `config.yaml`. |
|
||||
| `GATEWAY_ALLOWED_USERS` | Comma-separated user IDs allowed across all platforms |
|
||||
| `GATEWAY_ALLOW_ALL_USERS` | Allow all users without allowlists (`true`/`false`, default: `false`) |
|
||||
|
||||
@@ -518,6 +518,7 @@ Advanced per-platform knobs for throttling the outbound message batcher. Most us
|
||||
| `HERMES_GATEWAY_PLATFORM_CONNECT_TIMEOUT` | Per-platform connect timeout during gateway startup (seconds). |
|
||||
| `HERMES_GATEWAY_BUSY_INPUT_MODE` | Default gateway busy-input behavior: `queue`, `steer`, or `interrupt`. Can be overridden per chat with `/busy`. |
|
||||
| `HERMES_GATEWAY_BUSY_ACK_ENABLED` | Whether the gateway sends an acknowledgment message (⚡/⏳/⏩) when a user sends input while the agent is busy (default: `true`). Set to `false` to suppress these messages entirely — the input is still queued/steered/interrupts as normal, only the chat reply is silenced. Bridged from `display.busy_ack_enabled` in `config.yaml`. |
|
||||
| `HERMES_GATEWAY_NO_SUPERVISE` | Inside the s6-overlay Docker image, opt out of auto-supervision when running `hermes gateway run` and use pre-s6 foreground semantics (no auto-restart, gateway is the container's main process). Truthy values: `1`, `true`, `yes`. Equivalent to the `--no-supervise` CLI flag. No-op outside the s6 image. |
|
||||
| `HERMES_FILE_MUTATION_VERIFIER` | Enable the per-turn file-mutation verifier footer (default: `true`). When enabled, Hermes appends an advisory listing any `write_file` / `patch` calls that failed during the turn and were not superseded by a successful write. Set to `0`, `false`, `no`, or `off` to suppress. Mirrors `display.file_mutation_verifier` in `config.yaml`; the env var wins when set. |
|
||||
| `HERMES_CRON_TIMEOUT` | Inactivity timeout for cron job agent runs in seconds (default: `600`). The agent can run indefinitely while actively calling tools or receiving stream tokens — this only triggers when idle. Set to `0` for unlimited. |
|
||||
| `HERMES_CRON_SCRIPT_TIMEOUT` | Timeout for pre-run scripts attached to cron jobs in seconds (default: `120`). Override for scripts that need longer execution (e.g., randomized delays for anti-bot timing). Also configurable via `cron.script_timeout_seconds` in `config.yaml`. |
|
||||
|
||||
@@ -17,7 +17,7 @@ Quick answers and fixes for the most common questions and issues.
|
||||
Hermes Agent works with any OpenAI-compatible API. Supported providers include:
|
||||
|
||||
- **[OpenRouter](https://openrouter.ai/)** — access hundreds of models through one API key (recommended for flexibility)
|
||||
- **Nous Portal** — Nous Research's own inference endpoint
|
||||
- **[Nous Portal](/integrations/nous-portal)** — Nous Research's subscription gateway — 300+ models plus web/image/TTS/browser through one OAuth login (recommended for newcomers)
|
||||
- **OpenAI** — GPT-5.4, GPT-5-codex, GPT-4.1, GPT-4o, etc.
|
||||
- **Anthropic** — Claude models (direct API, OAuth via `hermes auth add anthropic`, OpenRouter, or any compatible proxy)
|
||||
- **Google** — Gemini models (direct API via `gemini` provider, the `google-gemini-cli` OAuth provider, OpenRouter, or compatible proxy)
|
||||
|
||||
@@ -25,6 +25,11 @@ mcp_servers:
|
||||
url: "..." # HTTP servers
|
||||
headers: {}
|
||||
|
||||
# Optional HTTP/SSE TLS settings:
|
||||
ssl_verify: true # bool or path to a CA bundle (PEM)
|
||||
client_cert: "/path/to/cert.pem" # mTLS client certificate (see below)
|
||||
# client_key: "/path/to/key.pem" # optional, when key lives in a separate file
|
||||
|
||||
enabled: true
|
||||
timeout: 120
|
||||
connect_timeout: 60
|
||||
@@ -45,6 +50,9 @@ mcp_servers:
|
||||
| `env` | mapping | stdio | Environment passed to the subprocess |
|
||||
| `url` | string | HTTP | Remote MCP endpoint |
|
||||
| `headers` | mapping | HTTP | Headers for remote server requests |
|
||||
| `ssl_verify` | bool or string | HTTP | TLS verification. `true` (default) uses system CAs, `false` disables verification (insecure), or a string path to a custom CA bundle (PEM) |
|
||||
| `client_cert` | string or list | HTTP | mTLS client certificate. String = path to a PEM file containing cert + key. List `[cert, key]` = separate files. List `[cert, key, password]` = encrypted key |
|
||||
| `client_key` | string | HTTP | Path to the client private key, when `client_cert` is a string and the key is in a separate file |
|
||||
| `enabled` | bool | both | Skip the server entirely when false |
|
||||
| `timeout` | number | both | Tool call timeout |
|
||||
| `connect_timeout` | number | both | Initial connection timeout |
|
||||
@@ -191,6 +199,40 @@ mcp_servers:
|
||||
prompts: false
|
||||
```
|
||||
|
||||
### TLS client certificate (mTLS)
|
||||
|
||||
For HTTP/SSE servers that require a client certificate, set `client_cert` (and optionally `client_key`):
|
||||
|
||||
```yaml
|
||||
mcp_servers:
|
||||
# Combined cert + key in a single PEM file
|
||||
internal_api:
|
||||
url: "https://mcp.internal.example.com/mcp"
|
||||
client_cert: "~/secrets/mcp-client.pem"
|
||||
|
||||
# Separate cert and key files
|
||||
partner_api:
|
||||
url: "https://mcp.partner.example.com/mcp"
|
||||
client_cert: "~/secrets/client.crt"
|
||||
client_key: "~/secrets/client.key"
|
||||
|
||||
# Encrypted key with a passphrase (3-element list form)
|
||||
bank_api:
|
||||
url: "https://mcp.bank.example.com/mcp"
|
||||
client_cert: ["~/secrets/client.crt", "~/secrets/client.key", "my-passphrase"]
|
||||
|
||||
# Custom CA bundle (private CA / self-signed server)
|
||||
lab_api:
|
||||
url: "https://mcp.lab.local/mcp"
|
||||
ssl_verify: "~/secrets/lab-ca.pem"
|
||||
client_cert: "~/secrets/lab-client.pem"
|
||||
```
|
||||
|
||||
Notes:
|
||||
- Paths support `~` expansion. Missing files fail fast at connect time with a server-scoped error message.
|
||||
- `ssl_verify: false` disables server certificate verification entirely. Don't use this with real services.
|
||||
- Works on both Streamable HTTP and SSE transports.
|
||||
|
||||
## Reloading config
|
||||
|
||||
After changing MCP config, reload servers with:
|
||||
|
||||
@@ -31,169 +31,172 @@ hermes skills uninstall <skill-name>
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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. |
|
||||
| [**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... |
|
||||
| [**openhands**](/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-openhands) | Delegate coding to OpenHands CLI (model-agnostic, LiteLLM). |
|
||||
| [**antigravity-cli**](/docs/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-antigravity-cli) | Operate the Antigravity CLI (agy): plugins, auth, sandbox. |
|
||||
| [**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. |
|
||||
| [**grok**](/docs/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-grok) | Delegate coding to xAI Grok Build CLI (features, PRs). |
|
||||
| [**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... |
|
||||
| [**openhands**](/docs/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-openhands) | Delegate coding to OpenHands CLI (model-agnostic, LiteLLM). |
|
||||
|
||||
## blockchain
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**evm**](/user-guide/skills/optional/blockchain/blockchain-evm) | Read-only EVM client: wallets, tokens, gas across 8 chains. |
|
||||
| [**hyperliquid**](/user-guide/skills/optional/blockchain/blockchain-hyperliquid) | Hyperliquid market data, account history, trade review. |
|
||||
| [**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. |
|
||||
| [**evm**](/docs/user-guide/skills/optional/blockchain/blockchain-evm) | Read-only EVM client: wallets, tokens, gas across 8 chains. |
|
||||
| [**hyperliquid**](/docs/user-guide/skills/optional/blockchain/blockchain-hyperliquid) | Hyperliquid market data, account history, trade review. |
|
||||
| [**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. |
|
||||
|
||||
## communication
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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... |
|
||||
| [**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... |
|
||||
|
||||
## creative
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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. |
|
||||
| [**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. |
|
||||
| [**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. |
|
||||
| [**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... |
|
||||
| [**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... |
|
||||
| [**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... |
|
||||
| [**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. |
|
||||
|
||||
## devops
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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. |
|
||||
| [**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. |
|
||||
|
||||
## dogfood
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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... |
|
||||
| [**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... |
|
||||
|
||||
## email
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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). |
|
||||
| [**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). |
|
||||
|
||||
## finance
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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. |
|
||||
| [**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. |
|
||||
|
||||
## health
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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.... |
|
||||
| [**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.... |
|
||||
|
||||
## mcp
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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. |
|
||||
| [**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. |
|
||||
|
||||
## migration
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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... |
|
||||
| [**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... |
|
||||
|
||||
## mlops
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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... |
|
||||
| [**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... |
|
||||
|
||||
## productivity
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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. |
|
||||
| [**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. |
|
||||
|
||||
## research
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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. |
|
||||
| [**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. |
|
||||
|
||||
## security
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**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. |
|
||||
| [**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. |
|
||||
| [**web-pentest**](/docs/user-guide/skills/optional/security/security-web-pentest) | Authorized web application penetration testing — reconnaissance, vulnerability analysis, proof-based exploitation, and professional reporting. Adapts Shannon's "No Exploit, No Report" methodology with hard guardrails for scope, authoriza... |
|
||||
|
||||
## software-development
|
||||
|
||||
| Skill | Description |
|
||||
|-------|-------------|
|
||||
| [**code-wiki**](/user-guide/skills/optional/software-development/software-development-code-wiki) | Generate wiki docs + Mermaid diagrams for any codebase. |
|
||||
| [**rest-graphql-debug**](/user-guide/skills/optional/software-development/software-development-rest-graphql-debug) | Debug REST/GraphQL APIs: status codes, auth, schemas, repro. |
|
||||
| [**code-wiki**](/docs/user-guide/skills/optional/software-development/software-development-code-wiki) | Generate wiki docs + Mermaid diagrams for any codebase. |
|
||||
| [**rest-graphql-debug**](/docs/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**](/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**](/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... |
|
||||
|
||||
---
|
||||
|
||||
|
||||
@@ -16,186 +16,188 @@ If a skill is missing from this list but present in the repo, the catalog is reg
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
|
||||
## autonomous-ai-agents
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
| [`kanban-codex-lane`](/docs/user-guide/skills/bundled/autonomous-ai-agents/autonomous-ai-agents-kanban-codex-lane) | Use when a Hermes Kanban worker wants to run Codex CLI as an isolated implementation lane while Hermes keeps ownership of task lifecycle, reconciliation, testing, and handoff. | `autonomous-ai-agents/kanban-codex-lane` |
|
||||
| [`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` |
|
||||
|
||||
## creative
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
|
||||
## data-science
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
|
||||
## devops
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
|
||||
## dogfood
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`dogfood`](/user-guide/skills/bundled/dogfood/dogfood-dogfood) | Exploratory QA of web apps: find bugs, evidence, reports. | `dogfood` |
|
||||
| [`dogfood`](/docs/user-guide/skills/bundled/dogfood/dogfood-dogfood) | Exploratory QA of web apps: find bugs, evidence, reports. | `dogfood` |
|
||||
|
||||
## email
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`himalaya`](/user-guide/skills/bundled/email/email-himalaya) | Himalaya CLI: IMAP/SMTP email from terminal. | `email/himalaya` |
|
||||
| [`himalaya`](/docs/user-guide/skills/bundled/email/email-himalaya) | Himalaya CLI: IMAP/SMTP email from terminal. | `email/himalaya` |
|
||||
|
||||
## gaming
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
|
||||
## github
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
|
||||
## mcp
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`native-mcp`](/user-guide/skills/bundled/mcp/mcp-native-mcp) | MCP client: connect servers, register tools (stdio/HTTP). | `mcp/native-mcp` |
|
||||
| [`native-mcp`](/docs/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`](/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` |
|
||||
| [`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` |
|
||||
|
||||
## mlops
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
|
||||
## note-taking
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`obsidian`](/user-guide/skills/bundled/note-taking/note-taking-obsidian) | Read, search, create, and edit notes in the Obsidian vault. | `note-taking/obsidian` |
|
||||
| [`obsidian`](/docs/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`](/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` |
|
||||
| [`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` |
|
||||
|
||||
## red-teaming
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`godmode`](/user-guide/skills/bundled/red-teaming/red-teaming-godmode) | Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN. | `red-teaming/godmode` |
|
||||
| [`godmode`](/docs/user-guide/skills/bundled/red-teaming/red-teaming-godmode) | Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN. | `red-teaming/godmode` |
|
||||
|
||||
## research
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
|
||||
## smart-home
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`openhue`](/user-guide/skills/bundled/smart-home/smart-home-openhue) | Control Philips Hue lights, scenes, rooms via OpenHue CLI. | `smart-home/openhue` |
|
||||
| [`openhue`](/docs/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`](/user-guide/skills/bundled/social-media/social-media-xurl) | X/Twitter via xurl CLI: post, search, DM, media, v2 API. | `social-media/xurl` |
|
||||
| [`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` |
|
||||
|
||||
## software-development
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`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` |
|
||||
| [`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` |
|
||||
| [`hermes-s6-container-supervision`](/docs/user-guide/skills/bundled/software-development/software-development-hermes-s6-container-supervision) | Modify, debug, or extend the s6-overlay supervision tree inside the Hermes Agent Docker image — adding new services, debugging profile gateways, understanding the Architecture B main-program pattern. | `software-development/hermes-s6-container-supervision` |
|
||||
| [`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` |
|
||||
|
||||
## yuanbao
|
||||
|
||||
| Skill | Description | Path |
|
||||
|-------|-------------|------|
|
||||
| [`yuanbao`](/user-guide/skills/bundled/yuanbao/yuanbao-yuanbao) | Yuanbao (元宝) groups: @mention users, query info/members. | `yuanbao` |
|
||||
| [`yuanbao`](/docs/user-guide/skills/bundled/yuanbao/yuanbao-yuanbao) | Yuanbao (元宝) groups: @mention users, query info/members. | `yuanbao` |
|
||||
|
||||
@@ -43,7 +43,7 @@ Type `/` in the CLI to open the autocomplete menu. Built-in commands are case-in
|
||||
| `/retry` | Retry the last message (resend to agent) |
|
||||
| `/undo` | Remove the last user/assistant exchange |
|
||||
| `/title` | Set a title for the current session (usage: /title My Session Name) |
|
||||
| `/compress [focus topic]` | Manually compress conversation context (flush memories + summarize). Optional focus topic narrows what the summary preserves. |
|
||||
| `/compress [here [N] \| focus topic]` | Manually compress conversation context (flush memories + summarize). `/compress here [N]` summarizes everything except the most recent N exchanges (default 2), kept verbatim — pick your own compression boundary. A focus topic narrows what a full summary preserves. |
|
||||
| `/rollback` | List or restore filesystem checkpoints (usage: /rollback [number]) |
|
||||
| `/snapshot [create\|restore <id>\|prune]` (alias: `/snap`) | Create or restore state snapshots of Hermes config/state. `create [label]` saves a snapshot, `restore <id>` reverts to it, `prune [N]` removes old snapshots, or list all with no args. |
|
||||
| `/stop` | Kill all running background processes |
|
||||
@@ -87,6 +87,7 @@ Type `/` in the CLI to open the autocomplete menu. Built-in commands are case-in
|
||||
| `/toolsets` | List available toolsets |
|
||||
| `/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 |
|
||||
| `/bundles` | List configured skill bundles — `/<name>` slash aliases that preload several skills at once. Configure under `bundles:` in `~/.hermes/config.yaml`. See [Skill Bundles](/user-guide/features/skills#skill-bundles). |
|
||||
| `/cron` | Manage scheduled tasks (list, add/create, edit, pause, resume, run, remove) |
|
||||
| `/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). |
|
||||
@@ -193,6 +194,7 @@ The messaging gateway supports the following built-in commands inside Telegram,
|
||||
|
||||
| Command | Description |
|
||||
|---------|-------------|
|
||||
| `/start` | Platform-protocol command. Many chat platforms (Telegram, Discord, …) send `/start` automatically the first time a user opens a bot conversation. Hermes acknowledges the ping silently — no agent reply, no session burn — so first-contact handshakes don't waste a turn. You can also send it explicitly to confirm the gateway is reachable. |
|
||||
| `/new` | Start a new conversation. |
|
||||
| `/reset` | Reset conversation history. |
|
||||
| `/status` | Show session info, followed by a local **Session recap** block (recent turn counts, top tools used, files touched, latest prompt + reply). |
|
||||
@@ -204,7 +206,7 @@ The messaging gateway supports the following built-in commands inside Telegram,
|
||||
| `/retry` | Retry the last message. |
|
||||
| `/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. |
|
||||
| `/compress [here [N] \| focus topic]` | Manually compress conversation context. `/compress here [N]` keeps the most recent N exchanges (default 2) verbatim and summarizes the rest. A focus topic narrows what a full 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](/user-guide/messaging/telegram#multi-session-dm-mode-topic). |
|
||||
| `/title [name]` | Set or show the session title. |
|
||||
| `/resume [name]` | Resume a previously named session. |
|
||||
|
||||
@@ -8,7 +8,7 @@ description: "Authoritative reference for Hermes built-in tools, grouped by tool
|
||||
|
||||
This page documents Hermes' built-in tools, grouped by toolset. Availability varies by platform, credentials, and enabled toolsets.
|
||||
|
||||
**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`, `vision_analyze`, `video_analyze`, `mixture_of_agents`, `send_message`, `todo`, `computer_use`, `process`).
|
||||
**Quick counts (current registry):** ~64 tools — 10 browser tools (core) + 2 CDP-gated browser tools, 4 file 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, 9 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](/user-guide/features/mcp) for configuration.
|
||||
|
||||
Reference in New Issue
Block a user