feat(plugins): add unified provider system with capabilities by kesor · Pull Request #41496 · openclaw/openclaw

kesor · 2026-03-09T22:46:51Z

Summary

This PR adds a unified registerProvider API with capabilities to the plugin system, allowing plugins to provide custom providers for:

Chat/LLM - Standard model providers (existing)
Embeddings (embed, embedBatch, embedBatchInputs for multimodal)
ASR/Audio transcription (transcribeAudio)
Image understanding (describeImage)
Video understanding (describeVideo)
Text-to-speech (textToSpeech)

Key Changes

Unified Provider API: Single registerProvider() method with optional capabilities array: ["chat", "embedding", "audio", "image", "video", "tts"]
Embedding Support: Plugins can provide embedding providers with embed, embedBatch, and embedBatchInputs (multimodal) methods. Supports custom provider IDs beyond built-ins.
Media Provider Support: Plugins can provide audio transcription, image/video understanding, and TTS with full access to API keys, baseUrl, headers, and proxy-aware fetchFn.
Type Definitions: Added capability types and method signatures to plugin-sdk. Includes plugin-specific request types (PluginImageDescriptionRequest, PluginAudioTranscriptionRequest, PluginVideoDescriptionRequest).
Plugin SDK Exports: New types exported for plugin authors:
- PluginImageDescriptionRequest
- PluginAudioTranscriptionRequest
- PluginVideoDescriptionRequest
- EmbeddingProviderRequest / EmbeddingProviderFallback (now supports custom string IDs)
Provider ID Normalization: Uses normalizeProviderId() consistently for provider lookups to handle aliases (e.g., "z.ai" → "zai")
Telephony TTS: Plugins can override built-in TTS providers for telephony with automatic fallback to built-in on failure
Configuration Fallthrough: TTS plugins receive configured model/voice/headers from config when not overridden by directives

Architecture

Capability-based routing: getPluginProvidersByCapability() filters plugins by capability
Plugin registry: Normalized provider IDs stored in registry for consistent lookups
Graceful fallback: Built-in providers used when plugins fail or are unavailable

Risk Assessment

Low Risk:

Plugin providers only affect requests when plugins are loaded
Built-in providers remain unchanged
Additive only - doesn't modify existing behavior

Change Type

Feature

Scope

Gateway / orchestration
Integrations (plugin system)
API / contracts (plugin API)
Docs

Security Impact

New permissions/capabilities? No
Secrets/tokens handling changed? No
Data access scope changed? No

Compatibility

Backward compatible? Yes - existing built-in providers unchanged
Config changes? None
Migration needed? No

greptile-apps · 2026-03-09T23:07:58Z

Greptile Summary

This PR introduces a unified registerProvider API with capability routing, allowing plugins to supply custom providers for chat, embeddings, ASR/audio, image understanding, video understanding, and TTS. The architecture is sound — capability-filtered discovery via getPluginProvidersByCapability, version-stamped caching in the media-understanding registry, normalized ID lookups, and graceful fallback to built-ins when plugins fail.

Key issues found:

Telephony custom-plugin override ignored (src/tts/tts.ts): textToSpeechTelephony builds its provider order using only the persisted userProvider, not params.overrides?.provider. A caller that passes overrides.provider = "custom-tts" will have that plugin tried last (after all built-ins) rather than first — the opposite of synthesizeSpeech, which correctly uses overrideProvider ?? userProvider.
Misleading auto-mode embedding comment (src/memory/embeddings.ts): The comment above the built-in provider loop says "prefer built-in providers over custom plugins", but the code returns a plugin immediately if one shadows a built-in ID (e.g. "openai"), bypassing the built-in entirely and skipping all fallback logic.
cachedRegistryVersion committed prematurely (src/media-understanding/providers/index.ts): The cache version stamp is written before getPluginMediaProviders executes. While the null guard in the cache-hit check prevents incorrect behavior today, it creates a fragile ordering dependency that could regress silently if the guard condition is ever reordered.
No caching in buildTtsProviderRegistry (src/tts/providers.ts): Every TTS call triggers a full provider scan; the media-understanding registry uses version-based caching for the same purpose.

Confidence Score: 3/5

Safe to merge for non-telephony paths; the telephony provider-override regression and the misleading embedding comment should be resolved before shipping telephony + custom-plugin combinations in production.
The core capability routing, ID normalization fixes, and media-understanding plugin dispatch are well-implemented and covered by new tests. Two logic issues remain: the telephony path ignores overrides.provider for custom plugins (behavioral regression vs. synthesizeSpeech), and the embedding auto-mode comment misrepresents the priority order. The cache-version ordering issue is latent but not yet observable. None of these affect built-in provider paths, keeping the "Low Risk" assessment for standard usage largely intact.
src/tts/tts.ts (telephony override gap) and src/memory/embeddings.ts (comment/logic inconsistency in auto mode)

Comments Outside Diff (4)

src/tts/tts.ts, line 916-956 (link)

overrides?.provider ignored for custom-plugin routing in telephony

synthesizeSpeech correctly uses overrideProvider ?? userProvider when deciding whether to head the provider list with a custom plugin:
```
const overrideProvider = params.overrides?.provider;
const primaryProvider = overrideProvider ?? userProvider;
```
textToSpeechTelephony only considers userProvider (the persisted preference):
```
const normalizedUser = userProvider ? normalizeSpeechProviderId(userProvider) : undefined;
```
Because normalizeSpeechProviderId returns undefined for custom IDs, a custom plugin override also never makes it into legacyProviders through resolveTtsProviderOrder. The net effect is that passing overrides.provider = "custom-tts" in a telephony call causes the custom plugin to be placed last in the provider list (via customPluginsTelephony) rather than first — the opposite of the caller's intent.
```
// Fix: mirror the synthesizeSpeech approach
const overrideProvider = params.overrides?.provider;
const primaryProvider = overrideProvider ?? userProvider;
const normalizedPrimary = primaryProvider
  ? (normalizeSpeechProviderId(primaryProvider) ?? primaryProvider)
  : undefined;
```
Then use normalizedPrimary instead of normalizedUser in the head-insertion check below.
src/memory/embeddings.ts, line 326-340 (link)

Comment contradicts code: plugins for built-in IDs take priority, not built-ins

The block comment just above this loop reads:

In auto mode, prefer built-in providers over custom plugins. Custom plugins will be tried as fallback after built-ins fail.

But the code inside the loop does the opposite for plugins that shadow a built-in ID:
```
for (const pid of REMOTE_EMBEDDING_PROVIDER_IDS) {
  const pp = pluginProviders[pid];
  if (pp) {
    return { provider: pp, requestedProvider };   // ← plugin wins, built-in never tried
  }
  // ... try built-in
}
```
If a plugin registers with id: "openai", it is returned immediately — the actual built-in OpenAI provider is never attempted, and the fallback logic is bypassed entirely. The comment applies only to plugins with custom (non-builtin) IDs, which are appended after the built-in loop.

Either the comment should be corrected to "plugins that override a built-in ID take priority; custom-ID plugins are tried last", or the code should be reordered to try the built-in first and fall back to the plugin on key-missing errors, matching the stated intent.
src/media-understanding/providers/index.ts, line 107-130 (link)

cachedRegistryVersion is committed before plugin providers are loaded

cachedRegistryVersion = currentVersion is set on line 129 — before getPluginMediaProviders(cfg) executes on line 131. If getPluginMediaProviders (or any of the subsequent loops) throws, mediaUnderstandingRegistryCache remains null but cachedRegistryVersion already equals currentVersion.

On the next call the early-exit guard is:
```
if (!overrides && mediaUnderstandingRegistryCache && cachedRegistryVersion === currentVersion) {
  return mediaUnderstandingRegistryCache;
}
```
Because mediaUnderstandingRegistryCache is null, the && short-circuits and the function correctly rebuilds — so in practice the stale version assignment has no observable effect today. However, it creates a fragile dependency on null check ordering. If the guard condition is ever reordered (e.g. to check cachedRegistryVersion first), the function would silently return a cache that was never populated.

Move cachedRegistryVersion = currentVersion to just before mediaUnderstandingRegistryCache = registry (line 168), so both are committed atomically only after the full build succeeds.
src/tts/providers.ts, line 34-58 (link)

buildTtsProviderRegistry rebuilds on every TTS request

buildMediaUnderstandingRegistry uses a version-stamped module-level cache (mediaUnderstandingRegistryCache / cachedRegistryVersion) to avoid redundant work when the plugin registry hasn't changed. buildTtsProviderRegistry has no such cache — it calls getPluginProvidersByCapability (iterating all registered providers) on every invocation, and synthesizeSpeech / textToSpeechTelephony each call await buildPluginTtsRegistry(params.cfg) unconditionally.

For applications that serve many concurrent TTS requests (e.g. telephony workloads), this is an unnecessary O(n) scan per call. Adding the same version-based caching pattern used in buildMediaUnderstandingRegistry would keep the registries consistent.

Prompt To Fix All With AI

This is a comment left during a code review.
Path: src/tts/tts.ts
Line: 916-956

Comment:
**`overrides?.provider` ignored for custom-plugin routing in telephony**

`synthesizeSpeech` correctly uses `overrideProvider ?? userProvider` when deciding whether to head the provider list with a custom plugin:

```typescript
const overrideProvider = params.overrides?.provider;
const primaryProvider = overrideProvider ?? userProvider;
```

`textToSpeechTelephony` only considers `userProvider` (the persisted preference):

```typescript
const normalizedUser = userProvider ? normalizeSpeechProviderId(userProvider) : undefined;
```

Because `normalizeSpeechProviderId` returns `undefined` for custom IDs, a custom plugin override also never makes it into `legacyProviders` through `resolveTtsProviderOrder`. The net effect is that passing `overrides.provider = "custom-tts"` in a telephony call causes the custom plugin to be placed last in the provider list (via `customPluginsTelephony`) rather than first — the opposite of the caller's intent.

```typescript
// Fix: mirror the synthesizeSpeech approach
const overrideProvider = params.overrides?.provider;
const primaryProvider = overrideProvider ?? userProvider;
const normalizedPrimary = primaryProvider
  ? (normalizeSpeechProviderId(primaryProvider) ?? primaryProvider)
  : undefined;
```

Then use `normalizedPrimary` instead of `normalizedUser` in the head-insertion check below.

How can I resolve this? If you propose a fix, please make it concise.

---

This is a comment left during a code review.
Path: src/memory/embeddings.ts
Line: 326-340

Comment:
**Comment contradicts code: plugins for built-in IDs take priority, not built-ins**

The block comment just above this loop reads:

> In auto mode, prefer built-in providers over custom plugins. Custom plugins will be tried as fallback after built-ins fail.

But the code inside the loop does the opposite for plugins that shadow a built-in ID:

```typescript
for (const pid of REMOTE_EMBEDDING_PROVIDER_IDS) {
  const pp = pluginProviders[pid];
  if (pp) {
    return { provider: pp, requestedProvider };   // ← plugin wins, built-in never tried
  }
  // ... try built-in
}
```

If a plugin registers with `id: "openai"`, it is returned immediately — the actual built-in OpenAI provider is never attempted, and the fallback logic is bypassed entirely. The comment applies only to plugins with *custom* (non-builtin) IDs, which are appended after the built-in loop.

Either the comment should be corrected to "plugins that override a built-in ID take priority; custom-ID plugins are tried last", or the code should be reordered to try the built-in first and fall back to the plugin on key-missing errors, matching the stated intent.

How can I resolve this? If you propose a fix, please make it concise.

---

This is a comment left during a code review.
Path: src/media-understanding/providers/index.ts
Line: 107-130

Comment:
**`cachedRegistryVersion` is committed before plugin providers are loaded**

`cachedRegistryVersion = currentVersion` is set on line 129 — before `getPluginMediaProviders(cfg)` executes on line 131. If `getPluginMediaProviders` (or any of the subsequent loops) throws, `mediaUnderstandingRegistryCache` remains `null` but `cachedRegistryVersion` already equals `currentVersion`.

On the *next* call the early-exit guard is:
```typescript
if (!overrides && mediaUnderstandingRegistryCache && cachedRegistryVersion === currentVersion) {
  return mediaUnderstandingRegistryCache;
}
```

Because `mediaUnderstandingRegistryCache` is `null`, the `&&` short-circuits and the function correctly rebuilds — so in practice the stale version assignment has no observable effect today. However, it creates a fragile dependency on `null` check ordering. If the guard condition is ever reordered (e.g. to check `cachedRegistryVersion` first), the function would silently return a cache that was never populated.

Move `cachedRegistryVersion = currentVersion` to just before `mediaUnderstandingRegistryCache = registry` (line 168), so both are committed atomically only after the full build succeeds.

How can I resolve this? If you propose a fix, please make it concise.

---

This is a comment left during a code review.
Path: src/tts/providers.ts
Line: 34-58

Comment:
**`buildTtsProviderRegistry` rebuilds on every TTS request**

`buildMediaUnderstandingRegistry` uses a version-stamped module-level cache (`mediaUnderstandingRegistryCache` / `cachedRegistryVersion`) to avoid redundant work when the plugin registry hasn't changed. `buildTtsProviderRegistry` has no such cache — it calls `getPluginProvidersByCapability` (iterating all registered providers) on every invocation, and `synthesizeSpeech` / `textToSpeechTelephony` each call `await buildPluginTtsRegistry(params.cfg)` unconditionally.

For applications that serve many concurrent TTS requests (e.g. telephony workloads), this is an unnecessary O(n) scan per call. Adding the same version-based caching pattern used in `buildMediaUnderstandingRegistry` would keep the registries consistent.

How can I resolve this? If you propose a fix, please make it concise.

_{Last reviewed commit: "perf: limit attachme..."}

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openclaw-barnacle Bot added gateway Gateway runtime extensions: lobster Extension: lobster extensions: phone-control size: M labels Mar 9, 2026

kesor force-pushed the feat/more-plugin-hooks branch from 4f28023 to 59da49f Compare March 9, 2026 22:54

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wang93wei mentioned this pull request Mar 22, 2026

Feature Request: Add Xiaomi MiMo-V2-TTS as a native TTS provider #52376

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kesor mentioned this pull request Mar 23, 2026

feat(plugins): add unified provider system with capabilities #52995

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Summary

Key Changes

Architecture

Risk Assessment

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Security Impact

Compatibility

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greptile-apps Bot commented Mar 9, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Greptile Summary

Confidence Score: 3/5

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kesor commented Mar 9, 2026 •

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