> ## Documentation Index
> Fetch the complete documentation index at: https://zju-a00451d9-feat-personal-agent-team.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Building Provider Plugins

# Building Provider Plugins

This guide walks through building a provider plugin that adds a model provider
(LLM) to Velaclaw. By the end you will have a provider with a model catalog,
API key auth, and dynamic model resolution.

<Info>
  If you have not built any Velaclaw plugin before, read
  [Getting Started](/plugins/building-plugins) first for the basic package
  structure and manifest setup.
</Info>

<Tip>
  Provider plugins add models to Velaclaw's normal inference loop. If the model
  must run through a native agent daemon that owns threads, compaction, or tool
  events, pair the provider with an [agent harness](/plugins/sdk-agent-harness)
  instead of putting daemon protocol details in core.
</Tip>

## Walkthrough

<Steps>
  <a id="step-1-package-and-manifest" />

  <Step title="Package and manifest">
    <CodeGroup>
      ```json package.json theme={null}
      {
        "name": "@myorg/velaclaw-acme-ai",
        "version": "1.0.0",
        "type": "module",
        "velaclaw": {
          "extensions": ["./index.ts"],
          "providers": ["acme-ai"],
          "compat": {
            "pluginApi": ">=2026.3.24-beta.2",
            "minGatewayVersion": "2026.3.24-beta.2"
          },
          "build": {
            "velaclawVersion": "2026.3.24-beta.2",
            "pluginSdkVersion": "2026.3.24-beta.2"
          }
        }
      }
      ```

      ```json velaclaw.plugin.json theme={null}
      {
        "id": "acme-ai",
        "name": "Acme AI",
        "description": "Acme AI model provider",
        "providers": ["acme-ai"],
        "modelSupport": {
          "modelPrefixes": ["acme-"]
        },
        "providerAuthEnvVars": {
          "acme-ai": ["ACME_AI_API_KEY"]
        },
        "providerAuthAliases": {
          "acme-ai-coding": "acme-ai"
        },
        "providerAuthChoices": [
          {
            "provider": "acme-ai",
            "method": "api-key",
            "choiceId": "acme-ai-api-key",
            "choiceLabel": "Acme AI API key",
            "groupId": "acme-ai",
            "groupLabel": "Acme AI",
            "cliFlag": "--acme-ai-api-key",
            "cliOption": "--acme-ai-api-key <key>",
            "cliDescription": "Acme AI API key"
          }
        ],
        "configSchema": {
          "type": "object",
          "additionalProperties": false
        }
      }
      ```
    </CodeGroup>

    The manifest declares `providerAuthEnvVars` so Velaclaw can detect
    credentials without loading your plugin runtime. Add `providerAuthAliases`
    when a provider variant should reuse another provider id's auth. `modelSupport`
    is optional and lets Velaclaw auto-load your provider plugin from shorthand
    model ids like `acme-large` before runtime hooks exist. If you publish the
    provider on ClawHub, those `velaclaw.compat` and `velaclaw.build` fields
    are required in `package.json`.
  </Step>

  <Step title="Register the provider">
    A minimal provider needs an `id`, `label`, `auth`, and `catalog`:

    ```typescript index.ts theme={null}
    import { definePluginEntry } from "velaclaw/plugin-sdk/plugin-entry";
    import { createProviderApiKeyAuthMethod } from "velaclaw/plugin-sdk/provider-auth";

    export default definePluginEntry({
      id: "acme-ai",
      name: "Acme AI",
      description: "Acme AI model provider",
      register(api) {
        api.registerProvider({
          id: "acme-ai",
          label: "Acme AI",
          docsPath: "/providers/acme-ai",
          envVars: ["ACME_AI_API_KEY"],

          auth: [
            createProviderApiKeyAuthMethod({
              providerId: "acme-ai",
              methodId: "api-key",
              label: "Acme AI API key",
              hint: "API key from your Acme AI dashboard",
              optionKey: "acmeAiApiKey",
              flagName: "--acme-ai-api-key",
              envVar: "ACME_AI_API_KEY",
              promptMessage: "Enter your Acme AI API key",
              defaultModel: "acme-ai/acme-large",
            }),
          ],

          catalog: {
            order: "simple",
            run: async (ctx) => {
              const apiKey =
                ctx.resolveProviderApiKey("acme-ai").apiKey;
              if (!apiKey) return null;
              return {
                provider: {
                  baseUrl: "https://api.acme-ai.com/v1",
                  apiKey,
                  api: "openai-completions",
                  models: [
                    {
                      id: "acme-large",
                      name: "Acme Large",
                      reasoning: true,
                      input: ["text", "image"],
                      cost: { input: 3, output: 15, cacheRead: 0.3, cacheWrite: 3.75 },
                      contextWindow: 200000,
                      maxTokens: 32768,
                    },
                    {
                      id: "acme-small",
                      name: "Acme Small",
                      reasoning: false,
                      input: ["text"],
                      cost: { input: 1, output: 5, cacheRead: 0.1, cacheWrite: 1.25 },
                      contextWindow: 128000,
                      maxTokens: 8192,
                    },
                  ],
                },
              };
            },
          },
        });
      },
    });
    ```

    That is a working provider. Users can now
    `velaclaw onboard --acme-ai-api-key <key>` and select
    `acme-ai/acme-large` as their model.

    If the upstream provider uses different control tokens than Velaclaw, add a
    small bidirectional text transform instead of replacing the stream path:

    ```typescript theme={null}
    api.registerTextTransforms({
      input: [
        { from: /red basket/g, to: "blue basket" },
        { from: /paper ticket/g, to: "digital ticket" },
        { from: /left shelf/g, to: "right shelf" },
      ],
      output: [
        { from: /blue basket/g, to: "red basket" },
        { from: /digital ticket/g, to: "paper ticket" },
        { from: /right shelf/g, to: "left shelf" },
      ],
    });
    ```

    `input` rewrites the final system prompt and text message content before
    transport. `output` rewrites assistant text deltas and final text before
    Velaclaw parses its own control markers or channel delivery.

    For bundled providers that only register one text provider with API-key
    auth plus a single catalog-backed runtime, prefer the narrower
    `defineSingleProviderPluginEntry(...)` helper:

    ```typescript theme={null}
    import { defineSingleProviderPluginEntry } from "velaclaw/plugin-sdk/provider-entry";

    export default defineSingleProviderPluginEntry({
      id: "acme-ai",
      name: "Acme AI",
      description: "Acme AI model provider",
      provider: {
        label: "Acme AI",
        docsPath: "/providers/acme-ai",
        auth: [
          {
            methodId: "api-key",
            label: "Acme AI API key",
            hint: "API key from your Acme AI dashboard",
            optionKey: "acmeAiApiKey",
            flagName: "--acme-ai-api-key",
            envVar: "ACME_AI_API_KEY",
            promptMessage: "Enter your Acme AI API key",
            defaultModel: "acme-ai/acme-large",
          },
        ],
        catalog: {
          buildProvider: () => ({
            api: "openai-completions",
            baseUrl: "https://api.acme-ai.com/v1",
            models: [{ id: "acme-large", name: "Acme Large" }],
          }),
        },
      },
    });
    ```

    If your auth flow also needs to patch `models.providers.*`, aliases, and
    the agent default model during onboarding, use the preset helpers from
    `velaclaw/plugin-sdk/provider-onboard`. The narrowest helpers are
    `createDefaultModelPresetAppliers(...)`,
    `createDefaultModelsPresetAppliers(...)`, and
    `createModelCatalogPresetAppliers(...)`.

    When a provider's native endpoint supports streamed usage blocks on the
    normal `openai-completions` transport, prefer the shared catalog helpers in
    `velaclaw/plugin-sdk/provider-catalog-shared` instead of hardcoding
    provider-id checks. `supportsNativeStreamingUsageCompat(...)` and
    `applyProviderNativeStreamingUsageCompat(...)` detect support from the
    endpoint capability map, so native Moonshot/DashScope-style endpoints still
    opt in even when a plugin is using a custom provider id.
  </Step>

  <Step title="Add dynamic model resolution">
    If your provider accepts arbitrary model IDs (like a proxy or router),
    add `resolveDynamicModel`:

    ```typescript theme={null}
    api.registerProvider({
      // ... id, label, auth, catalog from above

      resolveDynamicModel: (ctx) => ({
        id: ctx.modelId,
        name: ctx.modelId,
        provider: "acme-ai",
        api: "openai-completions",
        baseUrl: "https://api.acme-ai.com/v1",
        reasoning: false,
        input: ["text"],
        cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
        contextWindow: 128000,
        maxTokens: 8192,
      }),
    });
    ```

    If resolving requires a network call, use `prepareDynamicModel` for async
    warm-up — `resolveDynamicModel` runs again after it completes.
  </Step>

  <Step title="Add runtime hooks (as needed)">
    Most providers only need `catalog` + `resolveDynamicModel`. Add hooks
    incrementally as your provider requires them.

    Shared helper builders now cover the most common replay/tool-compat
    families, so plugins usually do not need to hand-wire each hook one by one:

    ```typescript theme={null}
    import { buildProviderReplayFamilyHooks } from "velaclaw/plugin-sdk/provider-model-shared";
    import { buildProviderStreamFamilyHooks } from "velaclaw/plugin-sdk/provider-stream";
    import { buildProviderToolCompatFamilyHooks } from "velaclaw/plugin-sdk/provider-tools";

    const GOOGLE_FAMILY_HOOKS = {
      ...buildProviderReplayFamilyHooks({ family: "google-gemini" }),
      ...buildProviderStreamFamilyHooks("google-thinking"),
      ...buildProviderToolCompatFamilyHooks("gemini"),
    };

    api.registerProvider({
      id: "acme-gemini-compatible",
      // ...
      ...GOOGLE_FAMILY_HOOKS,
    });
    ```

    Available replay families today:

    | Family                    | What it wires in                                                                                                                                                                                       |
    | ------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
    | `openai-compatible`       | Shared OpenAI-style replay policy for OpenAI-compatible transports, including tool-call-id sanitation, assistant-first ordering fixes, and generic Gemini-turn validation where the transport needs it |
    | `anthropic-by-model`      | Claude-aware replay policy chosen by `modelId`, so Anthropic-message transports only get Claude-specific thinking-block cleanup when the resolved model is actually a Claude id                        |
    | `google-gemini`           | Native Gemini replay policy plus bootstrap replay sanitation and tagged reasoning-output mode                                                                                                          |
    | `passthrough-gemini`      | Gemini thought-signature sanitation for Gemini models running through OpenAI-compatible proxy transports; does not enable native Gemini replay validation or bootstrap rewrites                        |
    | `hybrid-anthropic-openai` | Hybrid policy for providers that mix Anthropic-message and OpenAI-compatible model surfaces in one plugin; optional Claude-only thinking-block dropping stays scoped to the Anthropic side             |

    Real bundled examples:

    * `google` and `google-gemini-cli`: `google-gemini`
    * `openrouter`, `kilocode`, `opencode`, and `opencode-go`: `passthrough-gemini`
    * `amazon-bedrock` and `anthropic-vertex`: `anthropic-by-model`
    * `minimax`: `hybrid-anthropic-openai`
    * `moonshot`, `ollama`, `xai`, and `zai`: `openai-compatible`

    Available stream families today:

    | Family                      | What it wires in                                                                                                                                                                                       |
    | --------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
    | `google-thinking`           | Gemini thinking payload normalization on the shared stream path                                                                                                                                        |
    | `kilocode-thinking`         | Kilo reasoning wrapper on the shared proxy stream path, with `kilo/auto` and unsupported proxy reasoning ids skipping injected thinking                                                                |
    | `moonshot-thinking`         | Moonshot binary native-thinking payload mapping from config + `/think` level                                                                                                                           |
    | `minimax-fast-mode`         | MiniMax fast-mode model rewrite on the shared stream path                                                                                                                                              |
    | `openai-responses-defaults` | Shared native OpenAI/Codex Responses wrappers: attribution headers, `/fast`/`serviceTier`, text verbosity, native Codex web search, reasoning-compat payload shaping, and Responses context management |
    | `openrouter-thinking`       | OpenRouter reasoning wrapper for proxy routes, with unsupported-model/`auto` skips handled centrally                                                                                                   |
    | `tool-stream-default-on`    | Default-on `tool_stream` wrapper for providers like Z.AI that want tool streaming unless explicitly disabled                                                                                           |

    Real bundled examples:

    * `google` and `google-gemini-cli`: `google-thinking`
    * `kilocode`: `kilocode-thinking`
    * `moonshot`: `moonshot-thinking`
    * `minimax` and `minimax-portal`: `minimax-fast-mode`
    * `openai` and `openai-codex`: `openai-responses-defaults`
    * `openrouter`: `openrouter-thinking`
    * `zai`: `tool-stream-default-on`

    `velaclaw/plugin-sdk/provider-model-shared` also exports the replay-family
    enum plus the shared helpers those families are built from. Common public
    exports include:

    * `ProviderReplayFamily`
    * `buildProviderReplayFamilyHooks(...)`
    * shared replay builders such as `buildOpenAICompatibleReplayPolicy(...)`,
      `buildAnthropicReplayPolicyForModel(...)`,
      `buildGoogleGeminiReplayPolicy(...)`, and
      `buildHybridAnthropicOrOpenAIReplayPolicy(...)`
    * Gemini replay helpers such as `sanitizeGoogleGeminiReplayHistory(...)`
      and `resolveTaggedReasoningOutputMode()`
    * endpoint/model helpers such as `resolveProviderEndpoint(...)`,
      `normalizeProviderId(...)`, `normalizeGooglePreviewModelId(...)`, and
      `normalizeNativeXaiModelId(...)`

    `velaclaw/plugin-sdk/provider-stream` exposes both the family builder and
    the public wrapper helpers those families reuse. Common public exports
    include:

    * `ProviderStreamFamily`
    * `buildProviderStreamFamilyHooks(...)`
    * `composeProviderStreamWrappers(...)`
    * shared OpenAI/Codex wrappers such as
      `createOpenAIAttributionHeadersWrapper(...)`,
      `createOpenAIFastModeWrapper(...)`,
      `createOpenAIServiceTierWrapper(...)`,
      `createOpenAIResponsesContextManagementWrapper(...)`, and
      `createCodexNativeWebSearchWrapper(...)`
    * shared proxy/provider wrappers such as `createOpenRouterWrapper(...)`,
      `createToolStreamWrapper(...)`, and `createMinimaxFastModeWrapper(...)`

    Some stream helpers stay provider-local on purpose. Current bundled
    example: `@velaclaw/anthropic-provider` exports
    `wrapAnthropicProviderStream`, `resolveAnthropicBetas`,
    `resolveAnthropicFastMode`, `resolveAnthropicServiceTier`, and the
    lower-level Anthropic wrapper builders from its public `api.ts` /
    `contract-api.ts` seam. Those helpers remain Anthropic-specific because
    they also encode Claude OAuth beta handling and `context1m` gating.

    Other bundled providers also keep transport-specific wrappers local when
    the behavior is not shared cleanly across families. Current example: the
    bundled xAI plugin keeps native xAI Responses shaping in its own
    `wrapStreamFn`, including `/fast` alias rewrites, default `tool_stream`,
    unsupported strict-tool cleanup, and xAI-specific reasoning-payload
    removal.

    `velaclaw/plugin-sdk/provider-tools` currently exposes one shared
    tool-schema family plus shared schema/compat helpers:

    * `ProviderToolCompatFamily` documents the shared family inventory today.
    * `buildProviderToolCompatFamilyHooks("gemini")` wires Gemini schema
      cleanup + diagnostics for providers that need Gemini-safe tool schemas.
    * `normalizeGeminiToolSchemas(...)` and `inspectGeminiToolSchemas(...)`
      are the underlying public Gemini schema helpers.
    * `resolveXaiModelCompatPatch()` returns the bundled xAI compat patch:
      `toolSchemaProfile: "xai"`, unsupported schema keywords, native
      `web_search` support, and HTML-entity tool-call argument decoding.
    * `applyXaiModelCompat(model)` applies that same xAI compat patch to a
      resolved model before it reaches the runner.

    Real bundled example: the xAI plugin uses `normalizeResolvedModel` plus
    `contributeResolvedModelCompat` to keep that compat metadata owned by the
    provider instead of hardcoding xAI rules in core.

    The same package-root pattern also backs other bundled providers:

    * `@velaclaw/openai-provider`: `api.ts` exports provider builders,
      default-model helpers, and realtime provider builders
    * `@velaclaw/openrouter-provider`: `api.ts` exports the provider builder
      plus onboarding/config helpers

    <Tabs>
      <Tab title="Token exchange">
        For providers that need a token exchange before each inference call:

        ```typescript theme={null}
        prepareRuntimeAuth: async (ctx) => {
          const exchanged = await exchangeToken(ctx.apiKey);
          return {
            apiKey: exchanged.token,
            baseUrl: exchanged.baseUrl,
            expiresAt: exchanged.expiresAt,
          };
        },
        ```
      </Tab>

      <Tab title="Custom headers">
        For providers that need custom request headers or body modifications:

        ```typescript theme={null}
        // wrapStreamFn returns a StreamFn derived from ctx.streamFn
        wrapStreamFn: (ctx) => {
          if (!ctx.streamFn) return undefined;
          const inner = ctx.streamFn;
          return async (params) => {
            params.headers = {
              ...params.headers,
              "X-Acme-Version": "2",
            };
            return inner(params);
          };
        },
        ```
      </Tab>

      <Tab title="Native transport identity">
        For providers that need native request/session headers or metadata on
        generic HTTP or WebSocket transports:

        ```typescript theme={null}
        resolveTransportTurnState: (ctx) => ({
          headers: {
            "x-request-id": ctx.turnId,
          },
          metadata: {
            session_id: ctx.sessionId ?? "",
            turn_id: ctx.turnId,
          },
        }),
        resolveWebSocketSessionPolicy: (ctx) => ({
          headers: {
            "x-session-id": ctx.sessionId ?? "",
          },
          degradeCooldownMs: 60_000,
        }),
        ```
      </Tab>

      <Tab title="Usage and billing">
        For providers that expose usage/billing data:

        ```typescript theme={null}
        resolveUsageAuth: async (ctx) => {
          const auth = await ctx.resolveOAuthToken();
          return auth ? { token: auth.token } : null;
        },
        fetchUsageSnapshot: async (ctx) => {
          return await fetchAcmeUsage(ctx.token, ctx.timeoutMs);
        },
        ```
      </Tab>
    </Tabs>

    <Accordion title="All available provider hooks">
      Velaclaw calls hooks in this order. Most providers only use 2-3:

      | #  | Hook                              | When to use                                                             |
      | -- | --------------------------------- | ----------------------------------------------------------------------- |
      | 1  | `catalog`                         | Model catalog or base URL defaults                                      |
      | 2  | `applyConfigDefaults`             | Provider-owned global defaults during config materialization            |
      | 3  | `normalizeModelId`                | Legacy/preview model-id alias cleanup before lookup                     |
      | 4  | `normalizeTransport`              | Provider-family `api` / `baseUrl` cleanup before generic model assembly |
      | 5  | `normalizeConfig`                 | Normalize `models.providers.<id>` config                                |
      | 6  | `applyNativeStreamingUsageCompat` | Native streaming-usage compat rewrites for config providers             |
      | 7  | `resolveConfigApiKey`             | Provider-owned env-marker auth resolution                               |
      | 8  | `resolveSyntheticAuth`            | Local/self-hosted or config-backed synthetic auth                       |
      | 9  | `shouldDeferSyntheticProfileAuth` | Lower synthetic stored-profile placeholders behind env/config auth      |
      | 10 | `resolveDynamicModel`             | Accept arbitrary upstream model IDs                                     |
      | 11 | `prepareDynamicModel`             | Async metadata fetch before resolving                                   |
      | 12 | `normalizeResolvedModel`          | Transport rewrites before the runner                                    |

      Runtime fallback notes:

      * `normalizeConfig` checks the matched provider first, then other
        hook-capable provider plugins until one actually changes the config.
        If no provider hook rewrites a supported Google-family config entry, the
        bundled Google config normalizer still applies.
      * `resolveConfigApiKey` uses the provider hook when exposed. The bundled
        `amazon-bedrock` path also has a built-in AWS env-marker resolver here,
        even though Bedrock runtime auth itself still uses the AWS SDK default
        chain.
        \| 13 | `contributeResolvedModelCompat` | Compat flags for vendor models behind another compatible transport |
        \| 14 | `capabilities` | Legacy static capability bag; compatibility only |
        \| 15 | `normalizeToolSchemas` | Provider-owned tool-schema cleanup before registration |
        \| 16 | `inspectToolSchemas` | Provider-owned tool-schema diagnostics |
        \| 17 | `resolveReasoningOutputMode` | Tagged vs native reasoning-output contract |
        \| 18 | `prepareExtraParams` | Default request params |
        \| 19 | `createStreamFn` | Fully custom StreamFn transport |
        \| 20 | `wrapStreamFn` | Custom headers/body wrappers on the normal stream path |
        \| 21 | `resolveTransportTurnState` | Native per-turn headers/metadata |
        \| 22 | `resolveWebSocketSessionPolicy` | Native WS session headers/cool-down |
        \| 23 | `formatApiKey` | Custom runtime token shape |
        \| 24 | `refreshOAuth` | Custom OAuth refresh |
        \| 25 | `buildAuthDoctorHint` | Auth repair guidance |
        \| 26 | `matchesContextOverflowError` | Provider-owned overflow detection |
        \| 27 | `classifyFailoverReason` | Provider-owned rate-limit/overload classification |
        \| 28 | `isCacheTtlEligible` | Prompt cache TTL gating |
        \| 29 | `buildMissingAuthMessage` | Custom missing-auth hint |
        \| 30 | `suppressBuiltInModel` | Hide stale upstream rows |
        \| 31 | `augmentModelCatalog` | Synthetic forward-compat rows |
        \| 32 | `isBinaryThinking` | Binary thinking on/off |
        \| 33 | `supportsXHighThinking` | `xhigh` reasoning support |
        \| 34 | `resolveDefaultThinkingLevel` | Default `/think` policy |
        \| 35 | `isModernModelRef` | Live/smoke model matching |
        \| 36 | `prepareRuntimeAuth` | Token exchange before inference |
        \| 37 | `resolveUsageAuth` | Custom usage credential parsing |
        \| 38 | `fetchUsageSnapshot` | Custom usage endpoint |
        \| 39 | `createEmbeddingProvider` | Provider-owned embedding adapter for memory/search |
        \| 40 | `buildReplayPolicy` | Custom transcript replay/compaction policy |
        \| 41 | `sanitizeReplayHistory` | Provider-specific replay rewrites after generic cleanup |
        \| 42 | `validateReplayTurns` | Strict replay-turn validation before the embedded runner |
        \| 43 | `onModelSelected` | Post-selection callback (e.g. telemetry) |

        Prompt tuning note:

        * `resolveSystemPromptContribution` lets a provider inject cache-aware
          system-prompt guidance for a model family. Prefer it over
          `before_prompt_build` when the behavior belongs to one provider/model
          family and should preserve the stable/dynamic cache split.

        For detailed descriptions and real-world examples, see
        [Internals: Provider Runtime Hooks](/plugins/architecture#provider-runtime-hooks).
    </Accordion>
  </Step>

  <Step title="Add extra capabilities (optional)">
    <a id="step-5-add-extra-capabilities" />

    A provider plugin can register speech, realtime transcription, realtime
    voice, media understanding, image generation, video generation, web fetch,
    and web search alongside text inference:

    ```typescript theme={null}
    register(api) {
      api.registerProvider({ id: "acme-ai", /* ... */ });

      api.registerSpeechProvider({
        id: "acme-ai",
        label: "Acme Speech",
        isConfigured: ({ config }) => Boolean(config.messages?.tts),
        synthesize: async (req) => ({
          audioBuffer: Buffer.from(/* PCM data */),
          outputFormat: "mp3",
          fileExtension: ".mp3",
          voiceCompatible: false,
        }),
      });

      api.registerRealtimeTranscriptionProvider({
        id: "acme-ai",
        label: "Acme Realtime Transcription",
        isConfigured: () => true,
        createSession: (req) => ({
          connect: async () => {},
          sendAudio: () => {},
          close: () => {},
          isConnected: () => true,
        }),
      });

      api.registerRealtimeVoiceProvider({
        id: "acme-ai",
        label: "Acme Realtime Voice",
        isConfigured: ({ providerConfig }) => Boolean(providerConfig.apiKey),
        createBridge: (req) => ({
          connect: async () => {},
          sendAudio: () => {},
          setMediaTimestamp: () => {},
          submitToolResult: () => {},
          acknowledgeMark: () => {},
          close: () => {},
          isConnected: () => true,
        }),
      });

      api.registerMediaUnderstandingProvider({
        id: "acme-ai",
        capabilities: ["image", "audio"],
        describeImage: async (req) => ({ text: "A photo of..." }),
        transcribeAudio: async (req) => ({ text: "Transcript..." }),
      });

      api.registerImageGenerationProvider({
        id: "acme-ai",
        label: "Acme Images",
        generate: async (req) => ({ /* image result */ }),
      });

      api.registerVideoGenerationProvider({
        id: "acme-ai",
        label: "Acme Video",
        capabilities: {
          generate: {
            maxVideos: 1,
            maxDurationSeconds: 10,
            supportsResolution: true,
          },
          imageToVideo: {
            enabled: true,
            maxVideos: 1,
            maxInputImages: 1,
            maxDurationSeconds: 5,
          },
          videoToVideo: {
            enabled: false,
          },
        },
        generateVideo: async (req) => ({ videos: [] }),
      });

      api.registerWebFetchProvider({
        id: "acme-ai-fetch",
        label: "Acme Fetch",
        hint: "Fetch pages through Acme's rendering backend.",
        envVars: ["ACME_FETCH_API_KEY"],
        placeholder: "acme-...",
        signupUrl: "https://acme.example.com/fetch",
        credentialPath: "plugins.entries.acme.config.webFetch.apiKey",
        getCredentialValue: (fetchConfig) => fetchConfig?.acme?.apiKey,
        setCredentialValue: (fetchConfigTarget, value) => {
          const acme = (fetchConfigTarget.acme ??= {});
          acme.apiKey = value;
        },
        createTool: () => ({
          description: "Fetch a page through Acme Fetch.",
          parameters: {},
          execute: async (args) => ({ content: [] }),
        }),
      });

      api.registerWebSearchProvider({
        id: "acme-ai-search",
        label: "Acme Search",
        search: async (req) => ({ content: [] }),
      });
    }
    ```

    Velaclaw classifies this as a **hybrid-capability** plugin. This is the
    recommended pattern for company plugins (one plugin per vendor). See
    [Internals: Capability Ownership](/plugins/architecture#capability-ownership-model).

    For video generation, prefer the mode-aware capability shape shown above:
    `generate`, `imageToVideo`, and `videoToVideo`. Flat aggregate fields such
    as `maxInputImages`, `maxInputVideos`, and `maxDurationSeconds` are not
    enough to advertise transform-mode support or disabled modes cleanly.

    Music-generation providers should follow the same pattern:
    `generate` for prompt-only generation and `edit` for reference-image-based
    generation. Flat aggregate fields such as `maxInputImages`,
    `supportsLyrics`, and `supportsFormat` are not enough to advertise edit
    support; explicit `generate` / `edit` blocks are the expected contract.
  </Step>

  <Step title="Test">
    <a id="step-6-test" />

    ```typescript src/provider.test.ts theme={null}
    import { describe, it, expect } from "vitest";
    // Export your provider config object from index.ts or a dedicated file
    import { acmeProvider } from "./provider.js";

    describe("acme-ai provider", () => {
      it("resolves dynamic models", () => {
        const model = acmeProvider.resolveDynamicModel!({
          modelId: "acme-beta-v3",
        } as any);
        expect(model.id).toBe("acme-beta-v3");
        expect(model.provider).toBe("acme-ai");
      });

      it("returns catalog when key is available", async () => {
        const result = await acmeProvider.catalog!.run({
          resolveProviderApiKey: () => ({ apiKey: "test-key" }),
        } as any);
        expect(result?.provider?.models).toHaveLength(2);
      });

      it("returns null catalog when no key", async () => {
        const result = await acmeProvider.catalog!.run({
          resolveProviderApiKey: () => ({ apiKey: undefined }),
        } as any);
        expect(result).toBeNull();
      });
    });
    ```
  </Step>
</Steps>

## Publish to ClawHub

Provider plugins publish the same way as any other external code plugin:

```bash theme={null}
clawhub package publish your-org/your-plugin --dry-run
clawhub package publish your-org/your-plugin
```

Do not use the legacy skill-only publish alias here; plugin packages should use
`clawhub package publish`.

## File structure

```
<bundled-plugin-root>/acme-ai/
├── package.json              # velaclaw.providers metadata
├── velaclaw.plugin.json      # Manifest with provider auth metadata
├── index.ts                  # definePluginEntry + registerProvider
└── src/
    ├── provider.test.ts      # Tests
    └── usage.ts              # Usage endpoint (optional)
```

## Catalog order reference

`catalog.order` controls when your catalog merges relative to built-in
providers:

| Order     | When          | Use case                                        |
| --------- | ------------- | ----------------------------------------------- |
| `simple`  | First pass    | Plain API-key providers                         |
| `profile` | After simple  | Providers gated on auth profiles                |
| `paired`  | After profile | Synthesize multiple related entries             |
| `late`    | Last pass     | Override existing providers (wins on collision) |

## Next steps

* [Channel Plugins](/plugins/sdk-channel-plugins) — if your plugin also provides a channel
* [SDK Runtime](/plugins/sdk-runtime) — `api.runtime` helpers (TTS, search, subagent)
* [SDK Overview](/plugins/sdk-overview) — full subpath import reference
* [Plugin Internals](/plugins/architecture#provider-runtime-hooks) — hook details and bundled examples
