docs: update honcho CLI reference + document plugin CLI registration (#5308)

Post PR #5295 docs audit — 4 fixes:

1. cli-commands.md: Update hermes honcho subcommand table with 4
   missing commands (peers, enable, disable, sync), --target-profile
   flag, --all on status, correct mode values (hybrid/context/tools
   not hybrid/honcho/local), and note that setup redirects to
   hermes memory setup.

2. build-a-hermes-plugin.md: Replace 'ctx.register_command() —
   planned but not yet implemented' with the actual implemented
   ctx.register_cli_command() API. Add full Register CLI commands
   section with code example.

3. memory-provider-plugin.md: Add 'Adding CLI Commands' section
   documenting the register_cli(subparser) convention for memory
   provider plugins, active-provider gating, and directory structure.

4. plugins.md: Add CLI command registration to the capabilities table.

website/docs/developer-guide/memory-provider-plugin.md

@@ -192,6 +192,59 @@ mgr.on_session_end([])
 mgr.shutdown_all()
 ```
 
+## Adding CLI Commands
+
+Memory provider plugins can register their own CLI subcommand tree (e.g. `hermes my-provider status`, `hermes my-provider config`). This uses a convention-based discovery system — no changes to core files needed.
+
+### How it works
+
+1. Add a `cli.py` file to your plugin directory
+2. Define a `register_cli(subparser)` function that builds the argparse tree
+3. The memory plugin system discovers it at startup via `discover_plugin_cli_commands()`
+4. Your commands appear under `hermes <provider-name> <subcommand>`
+
+**Active-provider gating:** Your CLI commands only appear when your provider is the active `memory.provider` in config. If a user hasn't configured your provider, your commands won't show in `hermes --help`.
+
+### Example
+
+```python
+# plugins/memory/my-provider/cli.py
+
+def my_command(args):
+    """Handler dispatched by argparse."""
+    sub = getattr(args, "my_command", None)
+    if sub == "status":
+        print("Provider is active and connected.")
+    elif sub == "config":
+        print("Showing config...")
+    else:
+        print("Usage: hermes my-provider <status|config>")
+
+def register_cli(subparser) -> None:
+    """Build the hermes my-provider argparse tree.
+
+    Called by discover_plugin_cli_commands() at argparse setup time.
+    """
+    subs = subparser.add_subparsers(dest="my_command")
+    subs.add_parser("status", help="Show provider status")
+    subs.add_parser("config", help="Show provider config")
+    subparser.set_defaults(func=my_command)
+```
+
+### Reference implementation
+
+See `plugins/memory/honcho/cli.py` for a full example with 13 subcommands, cross-profile management (`--target-profile`), and config read/write.
+
+### Directory structure with CLI
+
+```
+plugins/memory/my-provider/
+├── __init__.py      # MemoryProvider implementation + register()
+├── plugin.yaml      # Metadata
+├── cli.py           # register_cli(subparser) — CLI commands
+└── README.md        # Setup instructions
+```
+
 ## Single Provider Rule
 
 Only **one** external memory provider can be active at a time. If a user tries to register a second, the MemoryManager rejects it with a warning. This prevents tool schema bloat and conflicting backends.

website/docs/guides/build-a-hermes-plugin.md

@@ -237,7 +237,7 @@ def register(ctx):
 - Called exactly once at startup
 - `ctx.register_tool()` puts your tool in the registry — the model sees it immediately
 - `ctx.register_hook()` subscribes to lifecycle events
-- `ctx.register_command()` — _planned but not yet implemented_
+- `ctx.register_cli_command()` registers a CLI subcommand (e.g. `hermes my-plugin <subcommand>`)
 - If this function crashes, the plugin is disabled but Hermes continues fine
 
 ## Step 6: Test it
@@ -481,6 +481,44 @@ def register(ctx):
 
 When multiple plugins return context from `pre_llm_call`, their outputs are joined with double newlines and appended to the user message together. The order follows plugin discovery order (alphabetical by plugin directory name).
 
+### Register CLI commands
+
+Plugins can add their own `hermes <plugin>` subcommand tree:
+
+```python
+def _my_command(args):
+    """Handler for hermes my-plugin <subcommand>."""
+    sub = getattr(args, "my_command", None)
+    if sub == "status":
+        print("All good!")
+    elif sub == "config":
+        print("Current config: ...")
+    else:
+        print("Usage: hermes my-plugin <status|config>")
+
+def _setup_argparse(subparser):
+    """Build the argparse tree for hermes my-plugin."""
+    subs = subparser.add_subparsers(dest="my_command")
+    subs.add_parser("status", help="Show plugin status")
+    subs.add_parser("config", help="Show plugin config")
+    subparser.set_defaults(func=_my_command)
+
+def register(ctx):
+    ctx.register_tool(...)
+    ctx.register_cli_command(
+        name="my-plugin",
+        help="Manage my plugin",
+        setup_fn=_setup_argparse,
+        handler_fn=_my_command,
+    )
+```
+
+After registration, users can run `hermes my-plugin status`, `hermes my-plugin config`, etc.
+
+**Memory provider plugins** use a convention-based approach instead: add a `register_cli(subparser)` function to your plugin's `cli.py` file. The memory plugin discovery system finds it automatically — no `ctx.register_cli_command()` call needed. See the [Memory Provider Plugin guide](/docs/developer-guide/memory-provider-plugin#adding-cli-commands) for details.
+
+**Active-provider gating:** Memory plugin CLI commands only appear when their provider is the active `memory.provider` in config. If a user hasn't set up your provider, your CLI commands won't clutter the help output.
+
 ### Distribute via pip
 
 For sharing plugins publicly, add an entry point to your Python package:

website/docs/reference/cli-commands.md

@@ -363,22 +363,30 @@ Notes:
 ## `hermes honcho`
 
 ```bash
-hermes honcho <subcommand>
+hermes honcho [--target-profile NAME] <subcommand>
 ```
 
+Manage Honcho cross-session memory integration. This command is provided by the Honcho memory provider plugin and is only available when `memory.provider` is set to `honcho` in your config.
+
+The `--target-profile` flag lets you manage another profile's Honcho config without switching to it.
+
 Subcommands:
 
 | Subcommand | Description |
 |------------|-------------|
-| `setup` | Interactive Honcho setup wizard. |
-| `status` | Show current Honcho config and connection status. |
+| `setup` | Redirects to `hermes memory setup` (unified setup path). |
+| `status [--all]` | Show current Honcho config and connection status. `--all` shows a cross-profile overview. |
+| `peers` | Show peer identities across all profiles. |
 | `sessions` | List known Honcho session mappings. |
-| `map` | Map the current directory to a Honcho session name. |
-| `peer` | Show or update peer names and dialectic reasoning level. |
-| `mode` | Show or set memory mode: `hybrid`, `honcho`, or `local`. |
-| `tokens` | Show or set token budgets for context and dialectic. |
-| `identity` | Seed or show the AI peer identity representation. |
-| `migrate` | Migration guide from openclaw-honcho to Hermes Honcho. |
+| `map [name]` | Map the current directory to a Honcho session name. Omit `name` to list current mappings. |
+| `peer` | Show or update peer names and dialectic reasoning level. Options: `--user NAME`, `--ai NAME`, `--reasoning LEVEL`. |
+| `mode [mode]` | Show or set recall mode: `hybrid`, `context`, or `tools`. Omit to show current. |
+| `tokens` | Show or set token budgets for context and dialectic. Options: `--context N`, `--dialectic N`. |
+| `identity [file] [--show]` | Seed or show the AI peer identity representation. |
+| `enable` | Enable Honcho for the active profile. |
+| `disable` | Disable Honcho for the active profile. |
+| `sync` | Sync Honcho config to all existing profiles (creates missing host blocks). |
+| `migrate` | Step-by-step migration guide from openclaw-honcho to Hermes Honcho. |
 
 ## `hermes memory`
 

website/docs/user-guide/features/plugins.md

@@ -83,6 +83,7 @@ Project-local plugins under `./.hermes/plugins/` are disabled by default. Enable
 |-----------|-----|
 | Add tools | `ctx.register_tool(name, schema, handler)` |
 | Add hooks | `ctx.register_hook("post_tool_call", callback)` |
+| Add CLI commands | `ctx.register_cli_command(name, help, setup_fn, handler_fn)` — adds `hermes <plugin> <subcommand>` |
 | Inject messages | `ctx.inject_message(content, role="user")` — see [Injecting Messages](#injecting-messages) |
 | Ship data files | `Path(__file__).parent / "data" / "file.yaml"` |
 | Bundle skills | Copy `skill.md` to `~/.hermes/skills/` at load time |