mirror of
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docs: pluggable surfaces coverage — model-provider guide, full plugin map, opt-in fix (#20749)
* docs(providers): add model-provider-plugin authoring guide + fix stale refs
New docs:
- website/docs/developer-guide/model-provider-plugin.md — full authoring
guide (directory layout, minimal example, ProviderProfile fields,
overridable hooks, user overrides, api_mode selection, auth types,
testing, pip distribution)
- Wired into website/sidebars.ts under 'Extending'
- Cross-references added in:
- guides/build-a-hermes-plugin.md (tip block)
- developer-guide/adding-providers.md
- developer-guide/provider-runtime.md
User guide:
- user-guide/features/plugins.md: Plugin types table grows from 3 to 4
with 'Model providers' row
Stale comment cleanup (providers/*.py → plugins/model-providers/<name>/):
- hermes_cli/main.py:_is_profile_api_key_provider docstring
- hermes_cli/doctor.py:_build_apikey_providers_list docstring
- hermes_cli/auth.py: PROVIDER_REGISTRY + alias auto-extension comments
- hermes_cli/models.py: CANONICAL_PROVIDERS auto-extension comment
AGENTS.md:
- Project-structure tree: added plugins/model-providers/ row
- New section: 'Model-provider plugins' explaining discovery, override
semantics, PluginManager integration, kind auto-coerce heuristic
Verified: docusaurus build succeeds, new page renders, all 3 cross-links
resolve. 347/347 targeted tests pass (tests/providers/,
tests/hermes_cli/test_plugins.py, tests/hermes_cli/test_runtime_provider_resolution.py,
tests/run_agent/test_provider_parity.py).
* docs(plugins): add 'pluggable interfaces at a glance' maps to plugins.md + build-a-hermes-plugin
Devs landing on either the user-guide plugin page or the build-a-plugin
guide now get an upfront table of every distinct pluggable surface with
a link to the right authoring doc. Previously they'd have to read the
full general-plugin guide to discover that model providers / platforms
/ memory / context engines are separate systems.
user-guide/features/plugins.md:
- New 'Pluggable interfaces — where to go for each' section below the
existing 4-kinds table
- 10 rows covering every register_* surface (tool, hook, slash command,
CLI subcommand, skill, model provider, platform, memory, context
engine, image-gen)
- Explicit note: TTS/STT are NOT plugin-extensible yet — documented
with a pointer to the current config.yaml 'command providers' pattern
and a note that register_tts_provider()/register_stt_provider() may
come later
guides/build-a-hermes-plugin.md:
- New :::info 'Not sure which guide you need?' map at the top so devs
see all pluggable interfaces before investing in this 737-line
general-plugin walkthrough
- Existing bottom :::tip expanded to include platform adapters alongside
model/memory/context plugins
Verified:
- All 8 cross-doc links in the new plugins.md table resolve in a
docusaurus build (SUCCESS, no new broken links)
- TTS link corrected (features/voice → features/tts; latter exists)
- Pre-existing broken links/anchors (cron-script-only, llms.txt,
adding-platform-adapters#step-by-step-checklist) are unchanged
* docs(plugins): correct TTS/STT pluggability \u2014 they ARE plugins (command-providers)
Previous commit incorrectly said TTS/STT 'aren't plugin-extensible'. They
are, via the config-driven command-provider pattern \u2014 any CLI that reads
text and writes audio (or vice versa for STT) is automatically a plugin
with zero Python. The tts.md docs cover this extensively and I missed it.
plugins.md:
- TTS row: 'Config-driven (not a Python plugin)', points at
tts.md#custom-command-providers
- STT row: points at tts.md#voice-message-transcription-stt (STT docs
live in tts.md despite the filename)
- Expanded note: TTS/STT use config-driven shell-command templates as
their plugin surface (full tts.providers.<name> registry for TTS;
HERMES_LOCAL_STT_COMMAND escape hatch for STT)
- Any CLI that reads/writes files is automatically a plugin \u2014 no Python
register_* API needed
- Future register_tts_provider()/register_stt_provider() hooks mentioned
as nice-to-have for SDK/streaming cases, not as the primary story
build-a-hermes-plugin.md:
- Same map update: TTS/STT rows explicit, footer note corrected
Verified:
- tts.md anchors (custom-command-providers, voice-message-transcription-stt)
exist and resolve in docusaurus build (SUCCESS, no new broken links)
* docs(plugins): expand pluggable interfaces table with MCP / event hooks / shell hooks / skill taps
Broadened the scope beyond Python register_* hooks. Hermes has MULTIPLE
plugin-style extension surfaces; they're now all in one table instead of
being scattered across feature docs.
Added rows for:
- **MCP servers** — config.yaml mcp_servers.<name> auto-registers external
tools from any MCP server. Huge extensibility surface, previously not
linked from the plugin map.
- **Gateway event hooks** — drop HOOK.yaml + handler.py into
~/.hermes/hooks/<name>/ to fire on gateway:startup, session:*, agent:*,
command:* events. Separate from Python plugin hooks.
- **Shell hooks** — hooks: block in config.yaml runs shell commands on
events (notifications, auditing, etc.).
- **Skill sources (taps)** — hermes skills tap add <repo> to pull in new
skill registries beyond the built-in sources.
Both docs updated:
- user-guide/features/plugins.md: table column renamed to 'How' (mixes
Python API + config-driven + drop-in-dir surfaces accurately)
- guides/build-a-hermes-plugin.md: :::info map at top mirrors the new
surfaces with a forward-link to the consolidated table
Note block rewritten: instead of singling out TTS/STT as the 'different
style' exception, now honestly describes that Hermes deliberately
supports three plugin styles — Python APIs, config-driven commands, and
drop-in manifest directories — and devs should pick the one that fits
their integration.
Not included (considered and rejected):
- Transport layer (register_transport) — internal, not user-facing
- Tool-call parsers — internal, VLLM phase-2 thing
- Cloud browser providers — hardcoded registry, not drop-in yet
- Terminal backends — hardcoded if/elif, not drop-in yet
- Skill sources (the ABC) — hardcoded list, only taps are user-extensible
Verified:
- All 5 new anchors resolve (gateway-event-hooks, shell-hooks, skills-hub,
custom-command-providers, voice-message-transcription-stt)
- Docusaurus build SUCCESS, zero new broken links
- Same 3 pre-existing broken links on main (cron-script-only, llms.txt,
adding-platform-adapters#step-by-step-checklist)
* docs(plugins): cover every pluggable surface in both the overview and how-to
Both plugins.md and build-a-hermes-plugin.md now cover every extension
surface end-to-end \u2014 general plugin APIs, specialized plugin types,
config-driven surfaces \u2014 with concrete authoring patterns for each.
plugins.md:
- 'What plugins can do' table grows from 9 rows (general ctx.register_*
only) to 14 rows covering register_platform, register_image_gen_provider,
register_context_engine, MemoryProvider subclass, register_provider
(model). Each row links to its full authoring guide.
- New 'Plugin sub-categories' section under Plugin Discovery explains
how plugins/platforms/, plugins/image_gen/, plugins/memory/,
plugins/context_engine/, plugins/model-providers/ are routed to
different loaders \u2014 PluginManager vs the per-category own-loader
systems.
- Explicit mention of user-override semantics at
~/.hermes/plugins/model-providers/ and ~/.hermes/plugins/memory/.
build-a-hermes-plugin.md:
- New '## Specialized plugin types' section (5 sub-sections):
- Model provider plugins \u2014 ProviderProfile + plugin.yaml example,
auto-wiring summary, link to full guide
- Platform plugins \u2014 BasePlatformAdapter + register_platform() skeleton
- Memory provider plugins \u2014 MemoryProvider subclass example
- Context engine plugins \u2014 ContextEngine subclass example
- Image-generation backends \u2014 ImageGenProvider + kind: backend example
- New '## Non-Python extension surfaces' section (5 sub-sections):
- MCP servers \u2014 config.yaml mcp_servers.<name> example
- Gateway event hooks \u2014 HOOK.yaml + handler.py example
- Shell hooks \u2014 hooks: block in config.yaml example
- Skill sources (taps) \u2014 hermes skills tap add example
- TTS / STT command templates \u2014 tts.providers.<name> with type: command
- Distribute via pip / NixOS promoted from ### to ## (they were orphaned
after the reorganization)
Each specialized / non-Python section has a concrete, copy-pasteable
example plus a 'Full guide:' link to the authoritative doc. Devs arriving
at the build-a-hermes-plugin guide now see every extension surface at
their disposal, not just the general tool/hook/slash-command surface.
Verified:
- Docusaurus build SUCCESS, zero new broken links
- All new cross-links (developer-guide/model-provider-plugin,
adding-platform-adapters, memory-provider-plugin, context-engine-plugin,
user-guide/features/mcp, skills#skills-hub, hooks#gateway-event-hooks,
hooks#shell-hooks, tts#custom-command-providers,
tts#voice-message-transcription-stt) resolve
- Same 3 pre-existing broken links on main (cron-script-only, llms.txt,
adding-platform-adapters#step-by-step-checklist)
* docs(plugins): fix opt-in inconsistency — not every plugin is gated
The 'Every plugin is disabled by default' statement was wrong. Several
plugin categories intentionally bypass plugins.enabled:
- Bundled platform plugins (IRC, Teams) auto-load so shipped gateway
channels are available out of the box. Activation per channel is via
gateway.platforms.<name>.enabled.
- Bundled backends (plugins/image_gen/*) auto-load so the default
backend 'just works'. Selection via <category>.provider config.
- Memory providers are all discovered; one is active via memory.provider.
- Context engines are all discovered; one is active via context.engine.
- Model providers: all 33 discovered at first get_provider_profile();
user picks via --provider / config.
The plugins.enabled allow-list specifically gates:
- Standalone plugins (general tools/hooks/slash commands)
- User-installed backends
- User-installed platforms (third-party gateway adapters)
- Pip entry-point backends
Which matches the actual code in hermes_cli/plugins.py:737 where the
bundled+backend/platform check bypasses the allow-list.
Rewrote '## Plugins are opt-in' to:
- Retitle to 'Plugins are opt-in (with a few exceptions)'
- Narrow opening claim to 'General plugins and user-installed backends
are disabled by default'
- Added 'What the allow-list does NOT gate' subsection with a full
table of which bypass the gate and how they're activated instead
- Fixed migration section wording (bundled platform/backend plugins
never needed grandfathering)
Verified: docusaurus build SUCCESS, zero new broken links.
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@ -9,6 +9,28 @@ description: "Step-by-step guide to building a complete Hermes plugin with tools
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This guide walks through building a complete Hermes plugin from scratch. By the end you'll have a working plugin with multiple tools, lifecycle hooks, shipped data files, and a bundled skill — everything the plugin system supports.
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:::info Not sure which guide you need?
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Hermes has several distinct pluggable interfaces — some use Python `register_*` APIs, others are config-driven or drop-in directories. Use this map first:
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| If you want to add… | Read |
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|---|---|
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| Custom tools, hooks, slash commands, skills, or CLI subcommands | **This guide** (the general plugin surface) |
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| An **LLM / inference backend** (new provider) | [Model Provider Plugins](/docs/developer-guide/model-provider-plugin) |
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| A **gateway channel** (Discord/Telegram/IRC/Teams/etc.) | [Adding Platform Adapters](/docs/developer-guide/adding-platform-adapters) |
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| A **memory backend** (Honcho/Mem0/Supermemory/etc.) | [Memory Provider Plugins](/docs/developer-guide/memory-provider-plugin) |
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| A **context-compression engine** | [Context Engine Plugins](/docs/developer-guide/context-engine-plugin) |
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| An **image-generation backend** | See bundled examples in `plugins/image_gen/openai/` and `plugins/image_gen/xai/` |
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| A **TTS backend** (any CLI — Piper, VoxCPM, Kokoro, voice cloning, …) | [TTS custom command providers](/docs/user-guide/features/tts#custom-command-providers) — config-driven, no Python needed |
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| An **STT backend** (custom whisper / ASR CLI) | [Voice Message Transcription](/docs/user-guide/features/tts#voice-message-transcription-stt) — set `HERMES_LOCAL_STT_COMMAND` to a shell template |
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| **External tools via MCP** (filesystem, GitHub, Linear, any MCP server) | [MCP](/docs/user-guide/features/mcp) — declare `mcp_servers.<name>` in `config.yaml` |
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| **Gateway event hooks** (fire on startup, session events, commands) | [Event Hooks](/docs/user-guide/features/hooks#gateway-event-hooks) — drop `HOOK.yaml` + `handler.py` into `~/.hermes/hooks/<name>/` |
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| **Shell hooks** (run a shell command on events) | [Shell Hooks](/docs/user-guide/features/hooks#shell-hooks) — declare under `hooks:` in `config.yaml` |
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| **Additional skill sources** (custom GitHub repos, private skill indexes) | [Skills](/docs/user-guide/features/skills) — `hermes skills tap add <repo>` |
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| A first-class **core** inference provider (not a plugin) | [Adding Providers](/docs/developer-guide/adding-providers) |
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See the full [Pluggable interfaces table](/docs/user-guide/features/plugins#pluggable-interfaces--where-to-go-for-each) for a consolidated view of every extension surface including config-driven (TTS, STT, MCP, shell hooks) and drop-in directory (gateway hooks) styles.
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:::
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## What you're building
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A **calculator** plugin with two tools:
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@ -668,12 +690,267 @@ def register(ctx):
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This is the public, stable interface for tool dispatch from plugin commands. Plugins should not reach into `ctx._cli_ref.agent` or similar private state.
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:::tip
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This guide covers **general plugins** (tools, hooks, slash commands, CLI commands). For specialized plugin types, see:
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- [Memory Provider Plugins](/docs/developer-guide/memory-provider-plugin) — cross-session knowledge backends
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- [Context Engine Plugins](/docs/developer-guide/context-engine-plugin) — alternative context management strategies
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This guide covers **general plugins** (tools, hooks, slash commands, CLI commands). The sections below sketch the authoring pattern for each specialized plugin type; each links to its full guide for field reference and examples.
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:::
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### Distribute via pip
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## Specialized plugin types
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Hermes has five specialized plugin types beyond the general surface. Each ships as a directory under `plugins/<category>/<name>/` (bundled) or `~/.hermes/plugins/<category>/<name>/` (user). The contract differs by category — pick the one you need, then read its full guide.
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### Model provider plugins — add an LLM backend
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Drop a profile into `plugins/model-providers/<name>/`:
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```python
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# plugins/model-providers/acme/__init__.py
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from providers import register_provider
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from providers.base import ProviderProfile
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register_provider(ProviderProfile(
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name="acme",
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aliases=("acme-inference",),
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display_name="Acme Inference",
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env_vars=("ACME_API_KEY", "ACME_BASE_URL"),
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base_url="https://api.acme.example.com/v1",
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auth_type="api_key",
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default_aux_model="acme-small-fast",
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fallback_models=("acme-large-v3", "acme-medium-v3"),
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))
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```
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```yaml
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# plugins/model-providers/acme/plugin.yaml
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name: acme-provider
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kind: model-provider
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version: 1.0.0
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description: Acme Inference — OpenAI-compatible direct API
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```
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Lazy-discovered the first time anything calls `get_provider_profile()` or `list_providers()` — `auth.py`, `config.py`, `doctor.py`, `models.py`, `runtime_provider.py`, and the chat_completions transport auto-wire to it. User plugins override bundled ones by name.
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**Full guide:** [Model Provider Plugins](/docs/developer-guide/model-provider-plugin) — field reference, overridable hooks (`prepare_messages`, `build_extra_body`, `build_api_kwargs_extras`, `fetch_models`), api_mode selection, auth types, testing.
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### Platform plugins — add a gateway channel
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Drop an adapter into `plugins/platforms/<name>/`:
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```python
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# plugins/platforms/myplatform/adapter.py
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from gateway.platforms.base import BasePlatformAdapter
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class MyPlatformAdapter(BasePlatformAdapter):
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async def connect(self): ...
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async def send(self, chat_id, text): ...
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async def disconnect(self): ...
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def check_requirements():
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import os
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return bool(os.environ.get("MYPLATFORM_TOKEN"))
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def register(ctx):
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ctx.register_platform(
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name="myplatform",
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label="MyPlatform",
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adapter_factory=lambda cfg: MyPlatformAdapter(cfg),
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check_fn=check_requirements,
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required_env=["MYPLATFORM_TOKEN"],
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emoji="💬",
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platform_hint="You are chatting via MyPlatform. Keep responses concise.",
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)
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```
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```yaml
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# plugins/platforms/myplatform/plugin.yaml
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name: myplatform-platform
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kind: platform
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version: 1.0.0
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description: MyPlatform gateway adapter
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requires_env: [MYPLATFORM_TOKEN]
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```
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**Full guide:** [Adding Platform Adapters](/docs/developer-guide/adding-platform-adapters) — complete `BasePlatformAdapter` contract, message routing, auth gating, setup wizard integration. Look at `plugins/platforms/irc/` for a stdlib-only working example.
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### Memory provider plugins — add a cross-session knowledge backend
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Drop an implementation of `MemoryProvider` into `plugins/memory/<name>/`:
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```python
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# plugins/memory/my-memory/__init__.py
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from agent.memory_provider import MemoryProvider
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class MyMemoryProvider(MemoryProvider):
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@property
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def name(self) -> str:
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return "my-memory"
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def is_available(self) -> bool:
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import os
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return bool(os.environ.get("MY_MEMORY_API_KEY"))
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def initialize(self, session_id: str, **kwargs) -> None:
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self._session_id = session_id
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def sync_turn(self, user_message, assistant_response, **kwargs) -> None:
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...
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def prefetch(self, query: str, **kwargs) -> str | None:
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...
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def register(ctx):
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ctx.register_memory_provider(MyMemoryProvider())
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```
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Memory providers are single-select — only one is active at a time, chosen via `memory.provider` in `config.yaml`.
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**Full guide:** [Memory Provider Plugins](/docs/developer-guide/memory-provider-plugin) — full `MemoryProvider` ABC, threading contract, profile isolation, CLI command registration via `cli.py`.
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### Context engine plugins — replace the context compressor
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```python
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# plugins/context_engine/my-engine/__init__.py
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from agent.context_engine import ContextEngine
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class MyContextEngine(ContextEngine):
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@property
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def name(self) -> str:
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return "my-engine"
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def should_compress(self, messages, model) -> bool: ...
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def compress(self, messages, model) -> list[dict]: ...
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def register(ctx):
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ctx.register_context_engine(MyContextEngine())
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```
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Context engines are single-select — chosen via `context.engine` in `config.yaml`.
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**Full guide:** [Context Engine Plugins](/docs/developer-guide/context-engine-plugin).
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### Image-generation backends
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Drop a provider into `plugins/image_gen/<name>/`:
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```python
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# plugins/image_gen/my-imggen/__init__.py
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from agent.image_gen_provider import ImageGenProvider
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class MyImageGenProvider(ImageGenProvider):
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@property
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def name(self) -> str:
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return "my-imggen"
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def is_available(self) -> bool: ...
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def generate(self, prompt: str, **kwargs) -> str: ... # returns image path
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def register(ctx):
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ctx.register_image_gen_provider(MyImageGenProvider())
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```
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```yaml
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# plugins/image_gen/my-imggen/plugin.yaml
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name: my-imggen
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kind: backend
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version: 1.0.0
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description: Custom image generation backend
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```
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**Reference examples:** `plugins/image_gen/openai/` (DALL-E / GPT-Image via OpenAI SDK), `plugins/image_gen/openai-codex/`, `plugins/image_gen/xai/` (Grok image gen).
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## Non-Python extension surfaces
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Hermes also accepts extensions that aren't Python plugins at all. These are shown in the [Pluggable interfaces table](/docs/user-guide/features/plugins#pluggable-interfaces--where-to-go-for-each); the sections below sketch each authoring style briefly.
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### MCP servers — register external tools
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Model Context Protocol (MCP) servers register their own tools into Hermes without any Python plugin. Declare them in `~/.hermes/config.yaml`:
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```yaml
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mcp_servers:
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filesystem:
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command: "npx"
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args: ["-y", "@modelcontextprotocol/server-filesystem", "/home/user/projects"]
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timeout: 120
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linear:
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url: "https://mcp.linear.app/sse"
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auth:
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type: "oauth"
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```
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Hermes connects to each server at startup, lists its tools, and registers them alongside built-ins. The LLM sees them exactly like any other tool. **Full guide:** [MCP](/docs/user-guide/features/mcp).
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### Gateway event hooks — fire on lifecycle events
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Drop a manifest + handler into `~/.hermes/hooks/<name>/`:
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```yaml
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# ~/.hermes/hooks/long-task-alert/HOOK.yaml
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name: long-task-alert
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description: Send a push notification when a long task finishes
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events:
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- agent:end
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```
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```python
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# ~/.hermes/hooks/long-task-alert/handler.py
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async def handle(event_type: str, context: dict) -> None:
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if context.get("duration_seconds", 0) > 120:
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# send notification …
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pass
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```
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Events include `gateway:startup`, `session:start`, `session:end`, `session:reset`, `agent:start`, `agent:step`, `agent:end`, and wildcard `command:*`. Errors in hooks are caught and logged — they never block the main pipeline.
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**Full guide:** [Gateway Event Hooks](/docs/user-guide/features/hooks#gateway-event-hooks).
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### Shell hooks — run a shell command on tool calls
|
||||
|
||||
If you just want to run a script when a tool fires (notifications, audit logs, desktop alerts, auto-formatters), use shell hooks in `config.yaml` — no Python required:
|
||||
|
||||
```yaml
|
||||
hooks:
|
||||
- event: post_tool_call
|
||||
command: "notify-send 'Tool ran: {tool_name}'"
|
||||
when:
|
||||
tools: [terminal, patch, write_file]
|
||||
```
|
||||
|
||||
Supports all the same events as Python plugin hooks (`pre_tool_call`, `post_tool_call`, `pre_llm_call`, `post_llm_call`, `on_session_start`, `on_session_end`, `pre_gateway_dispatch`) plus structured JSON output for `pre_tool_call` blocking decisions.
|
||||
|
||||
**Full guide:** [Shell Hooks](/docs/user-guide/features/hooks#shell-hooks).
|
||||
|
||||
### Skill sources — add a custom skill registry
|
||||
|
||||
If you maintain a private GitHub repo of skills (or want to pull from a community index beyond the built-in sources), add it as a **tap**:
|
||||
|
||||
```bash
|
||||
hermes skills tap add myorg/skills-repo
|
||||
hermes skills search my-workflow --source myorg/skills-repo
|
||||
hermes skills install myorg/skills-repo/my-workflow
|
||||
```
|
||||
|
||||
**Full guide:** [Skills Hub](/docs/user-guide/features/skills#skills-hub).
|
||||
|
||||
### TTS / STT via command templates
|
||||
|
||||
Any CLI that reads/writes audio or text can be plugged in through `config.yaml` — no Python code:
|
||||
|
||||
```yaml
|
||||
tts:
|
||||
provider: voxcpm
|
||||
providers:
|
||||
voxcpm:
|
||||
type: command
|
||||
command: "voxcpm --ref ~/voice.wav --text-file {input_path} --out {output_path}"
|
||||
output_format: mp3
|
||||
voice_compatible: true
|
||||
```
|
||||
|
||||
For STT, point `HERMES_LOCAL_STT_COMMAND` at a shell template. Supported placeholders: `{input_path}`, `{output_path}`, `{format}`, `{voice}`, `{model}`, `{speed}` (TTS); `{input_path}`, `{output_dir}`, `{language}`, `{model}` (STT). Any path-interacting CLI is automatically a plugin.
|
||||
|
||||
**Full guides:** [TTS custom command providers](/docs/user-guide/features/tts#custom-command-providers) · [STT](/docs/user-guide/features/tts#voice-message-transcription-stt).
|
||||
|
||||
## Distribute via pip
|
||||
|
||||
For sharing plugins publicly, add an entry point to your Python package:
|
||||
|
||||
|
|
@ -688,7 +965,7 @@ pip install hermes-plugin-calculator
|
|||
# Plugin auto-discovered on next hermes startup
|
||||
```
|
||||
|
||||
### Distribute for NixOS
|
||||
## Distribute for NixOS
|
||||
|
||||
NixOS users can install your plugin declaratively if you provide a `pyproject.toml` with entry points:
|
||||
|
||||
|
|
|
|||
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