@@ -287,7 +287,7 @@ API key auth, and dynamic model resolution.
287287```
288288289289If resolving requires a network call, use `prepareDynamicModel` for async
290-warm-up — `resolveDynamicModel` runs again after it completes.
290+warm-up - `resolveDynamicModel` runs again after it completes.
291291292292</Step>
293293@@ -341,9 +341,9 @@ API key auth, and dynamic model resolution.
341341<Accordion title="SDK seams powering the family builders">
342342 Each family builder is composed from lower-level public helpers exported from the same package, which you can reach for when a provider needs to go off the common pattern:
343343344- - `openclaw/plugin-sdk/provider-model-shared` — `ProviderReplayFamily`, `buildProviderReplayFamilyHooks(...)`, and the raw replay builders (`buildOpenAICompatibleReplayPolicy`, `buildAnthropicReplayPolicyForModel`, `buildGoogleGeminiReplayPolicy`, `buildHybridAnthropicOrOpenAIReplayPolicy`). Also exports Gemini replay helpers (`sanitizeGoogleGeminiReplayHistory`, `resolveTaggedReasoningOutputMode`) and endpoint/model helpers (`resolveProviderEndpoint`, `normalizeProviderId`, `normalizeGooglePreviewModelId`, `normalizeNativeXaiModelId`).
345- - `openclaw/plugin-sdk/provider-stream` — `ProviderStreamFamily`, `buildProviderStreamFamilyHooks(...)`, `composeProviderStreamWrappers(...)`, plus the shared OpenAI/Codex wrappers (`createOpenAIAttributionHeadersWrapper`, `createOpenAIFastModeWrapper`, `createOpenAIServiceTierWrapper`, `createOpenAIResponsesContextManagementWrapper`, `createCodexNativeWebSearchWrapper`), DeepSeek V4 OpenAI-compatible wrapper (`createDeepSeekV4OpenAICompatibleThinkingWrapper`), Anthropic Messages thinking prefill cleanup (`createAnthropicThinkingPrefillPayloadWrapper`), and shared proxy/provider wrappers (`createOpenRouterWrapper`, `createToolStreamWrapper`, `createMinimaxFastModeWrapper`).
346- - `openclaw/plugin-sdk/provider-tools` — `ProviderToolCompatFamily`, `buildProviderToolCompatFamilyHooks("gemini")`, underlying Gemini schema helpers (`normalizeGeminiToolSchemas`, `inspectGeminiToolSchemas`), and xAI compat helpers (`resolveXaiModelCompatPatch()`, `applyXaiModelCompat(model)`). The bundled xAI plugin uses `normalizeResolvedModel` + `contributeResolvedModelCompat` with these to keep xAI rules owned by the provider.
344+ - `openclaw/plugin-sdk/provider-model-shared` - `ProviderReplayFamily`, `buildProviderReplayFamilyHooks(...)`, and the raw replay builders (`buildOpenAICompatibleReplayPolicy`, `buildAnthropicReplayPolicyForModel`, `buildGoogleGeminiReplayPolicy`, `buildHybridAnthropicOrOpenAIReplayPolicy`). Also exports Gemini replay helpers (`sanitizeGoogleGeminiReplayHistory`, `resolveTaggedReasoningOutputMode`) and endpoint/model helpers (`resolveProviderEndpoint`, `normalizeProviderId`, `normalizeGooglePreviewModelId`, `normalizeNativeXaiModelId`).
345+ - `openclaw/plugin-sdk/provider-stream` - `ProviderStreamFamily`, `buildProviderStreamFamilyHooks(...)`, `composeProviderStreamWrappers(...)`, plus the shared OpenAI/Codex wrappers (`createOpenAIAttributionHeadersWrapper`, `createOpenAIFastModeWrapper`, `createOpenAIServiceTierWrapper`, `createOpenAIResponsesContextManagementWrapper`, `createCodexNativeWebSearchWrapper`), DeepSeek V4 OpenAI-compatible wrapper (`createDeepSeekV4OpenAICompatibleThinkingWrapper`), Anthropic Messages thinking prefill cleanup (`createAnthropicThinkingPrefillPayloadWrapper`), and shared proxy/provider wrappers (`createOpenRouterWrapper`, `createToolStreamWrapper`, `createMinimaxFastModeWrapper`).
346+ - `openclaw/plugin-sdk/provider-tools` - `ProviderToolCompatFamily`, `buildProviderToolCompatFamilyHooks("gemini")`, underlying Gemini schema helpers (`normalizeGeminiToolSchemas`, `inspectGeminiToolSchemas`), and xAI compat helpers (`resolveXaiModelCompatPatch()`, `applyXaiModelCompat(model)`). The bundled xAI plugin uses `normalizeResolvedModel` + `contributeResolvedModelCompat` with these to keep xAI rules owned by the provider.
347347348348 Some stream helpers stay provider-local on purpose. `@openclaw/anthropic-provider` keeps `wrapAnthropicProviderStream`, `resolveAnthropicBetas`, `resolveAnthropicFastMode`, `resolveAnthropicServiceTier`, and the lower-level Anthropic wrapper builders in its own public `api.ts` / `contract-api.ts` seam because they encode Claude OAuth beta handling and `context1m` gating. The xAI plugin similarly keeps native xAI Responses shaping in its own `wrapStreamFn` (`/fast` aliases, default `tool_stream`, unsupported strict-tool cleanup, xAI-specific reasoning-payload removal).
349349@@ -488,7 +488,7 @@ API key auth, and dynamic model resolution.
488488A provider plugin can register speech, realtime transcription, realtime
489489voice, media understanding, image generation, video generation, web fetch,
490490and web search alongside text inference. OpenClaw classifies this as a
491-**hybrid-capability** plugin — the recommended pattern for company plugins
491+**hybrid-capability** plugin - the recommended pattern for company plugins
492492(one plugin per vendor). See
493493[Internals: Capability Ownership](/plugins/architecture#capability-ownership-model).
494494@@ -536,7 +536,7 @@ API key auth, and dynamic model resolution.
536536 request-id suffixes.
537537 </Tab>
538538 <Tab title="Realtime transcription">
539- Prefer `createRealtimeTranscriptionWebSocketSession(...)` — the shared
539+ Prefer `createRealtimeTranscriptionWebSocketSession(...)` - the shared
540540 helper handles proxy capture, reconnect backoff, close flushing, ready
541541 handshakes, audio queueing, and close-event diagnostics. Your plugin
542542 only maps upstream events.
@@ -769,10 +769,10 @@ providers:
769769770770## Next steps
771771772-- [Channel Plugins](/plugins/sdk-channel-plugins) — if your plugin also provides a channel
773-- [SDK Runtime](/plugins/sdk-runtime) — `api.runtime` helpers (TTS, search, subagent)
774-- [SDK Overview](/plugins/sdk-overview) — full subpath import reference
775-- [Plugin Internals](/plugins/architecture-internals#provider-runtime-hooks) — hook details and bundled examples
772+- [Channel Plugins](/plugins/sdk-channel-plugins) - if your plugin also provides a channel
773+- [SDK Runtime](/plugins/sdk-runtime) - `api.runtime` helpers (TTS, search, subagent)
774+- [SDK Overview](/plugins/sdk-overview) - full subpath import reference
775+- [Plugin Internals](/plugins/architecture-internals#provider-runtime-hooks) - hook details and bundled examples
776776777777## Related
778778此内容由惯性聚合(RSS阅读器)自动聚合整理，仅供阅读参考。 原文来自 — 版权归原作者所有。