diff --git a/docs/tools/plugin.md b/docs/tools/plugin.md
index a7fc6a0179f..7dd6a045c15 100644
--- a/docs/tools/plugin.md
+++ b/docs/tools/plugin.md
@@ -771,18 +771,22 @@ are not just "OAuth helpers" anymore.
 
 ### Provider plugin lifecycle
 
-A provider plugin can participate in four distinct phases:
+A provider plugin can participate in five distinct phases:
 
 1. **Auth**
    `auth[].run(ctx)` performs OAuth, API-key capture, device code, or custom
    setup and returns auth profiles plus optional config patches.
-2. **Wizard integration**
+2. **Non-interactive setup**
+   `auth[].runNonInteractive(ctx)` handles `openclaw onboard --non-interactive`
+   without prompts. Use this when the provider needs custom headless setup
+   beyond the built-in simple API-key paths.
+3. **Wizard integration**
    `wizard.onboarding` adds an entry to `openclaw onboard`.
    `wizard.modelPicker` adds a setup entry to the model picker.
-3. **Implicit discovery**
+4. **Implicit discovery**
    `discovery.run(ctx)` can contribute provider config automatically during
    model resolution/listing.
-4. **Post-selection follow-up**
+5. **Post-selection follow-up**
    `onModelSelected(ctx)` runs after a model is chosen. Use this for provider-
    specific work such as downloading a local model.
 
@@ -790,6 +794,7 @@ This is the recommended split because these phases have different lifecycle
 requirements:
 
 - auth is interactive and writes credentials/config
+- non-interactive setup is flag/env-driven and must not prompt
 - wizard metadata is static and UI-facing
 - discovery should be safe, quick, and failure-tolerant
 - post-select hooks are side effects tied to the chosen model
@@ -814,6 +819,32 @@ Core then:
 That means a provider plugin owns the provider-specific setup logic, while core
 owns the generic persistence and config-merge path.
 
+### Provider non-interactive contract
+
+`auth[].runNonInteractive(ctx)` is optional. Implement it when the provider
+needs headless setup that cannot be expressed through the built-in generic
+API-key flows.
+
+The non-interactive context includes:
+
+- the current and base config
+- parsed onboarding CLI options
+- runtime logging/error helpers
+- agent/workspace dirs
+- `resolveApiKey(...)` to read provider keys from flags, env, or existing auth
+  profiles while honoring `--secret-input-mode`
+- `toApiKeyCredential(...)` to convert a resolved key into an auth-profile
+  credential with the right plaintext vs secret-ref storage
+
+Use this surface for providers such as:
+
+- self-hosted OpenAI-compatible runtimes that need `--custom-base-url` +
+  `--custom-model-id`
+- provider-specific non-interactive verification or config synthesis
+
+Do not prompt from `runNonInteractive`. Reject missing inputs with actionable
+errors instead.
+
 ### Provider wizard metadata
 
 `wizard.onboarding` controls how the provider appears in grouped onboarding:
@@ -836,6 +867,13 @@ entry in model selection:
 When a provider has multiple auth methods, the wizard can either point at one
 explicit method or let OpenClaw synthesize per-method choices.
 
+OpenClaw validates provider wizard metadata when the plugin registers:
+
+- duplicate or blank auth-method ids are rejected
+- wizard metadata is ignored when the provider has no auth methods
+- invalid `methodId` bindings are downgraded to warnings and fall back to the
+  provider's remaining auth methods
+
 ### Provider discovery contract
 
 `discovery.run(ctx)` returns one of:
@@ -970,6 +1008,9 @@ Notes:
 
 - `run` receives a `ProviderAuthContext` with `prompter`, `runtime`,
   `openUrl`, and `oauth.createVpsAwareHandlers` helpers.
+- `runNonInteractive` receives a `ProviderAuthMethodNonInteractiveContext`
+  with `opts`, `resolveApiKey`, and `toApiKeyCredential` helpers for
+  headless onboarding.
 - Return `configPatch` when you need to add default models or provider config.
 - Return `defaultModel` so `--set-default` can update agent defaults.
 - `wizard.onboarding` adds a provider choice to `openclaw onboard`.
diff --git a/src/plugins/provider-validation.test.ts b/src/plugins/provider-validation.test.ts
new file mode 100644
index 00000000000..e37f1d38163
--- /dev/null
+++ b/src/plugins/provider-validation.test.ts
@@ -0,0 +1,127 @@
+import { describe, expect, it } from "vitest";
+import { normalizeRegisteredProvider } from "./provider-validation.js";
+import type { PluginDiagnostic, ProviderPlugin } from "./types.js";
+
+function collectDiagnostics() {
+  const diagnostics: PluginDiagnostic[] = [];
+  return {
+    diagnostics,
+    pushDiagnostic: (diag: PluginDiagnostic) => {
+      diagnostics.push(diag);
+    },
+  };
+}
+
+function makeProvider(overrides: Partial<ProviderPlugin>): ProviderPlugin {
+  return {
+    id: "demo",
+    label: "Demo",
+    auth: [],
+    ...overrides,
+  };
+}
+
+describe("normalizeRegisteredProvider", () => {
+  it("drops invalid and duplicate auth methods, and clears bad wizard method bindings", () => {
+    const { diagnostics, pushDiagnostic } = collectDiagnostics();
+
+    const provider = normalizeRegisteredProvider({
+      pluginId: "demo-plugin",
+      source: "/tmp/demo/index.ts",
+      provider: makeProvider({
+        id: " demo ",
+        label: " Demo Provider ",
+        aliases: [" alias-one ", "alias-one", ""],
+        envVars: [" DEMO_API_KEY ", "DEMO_API_KEY"],
+        auth: [
+          {
+            id: " primary ",
+            label: " Primary ",
+            kind: "custom",
+            run: async () => ({ profiles: [] }),
+          },
+          {
+            id: "primary",
+            label: "Duplicate",
+            kind: "custom",
+            run: async () => ({ profiles: [] }),
+          },
+          { id: "   ", label: "Missing", kind: "custom", run: async () => ({ profiles: [] }) },
+        ],
+        wizard: {
+          onboarding: {
+            choiceId: " demo-choice ",
+            methodId: " missing ",
+          },
+          modelPicker: {
+            label: " Demo models ",
+            methodId: " missing ",
+          },
+        },
+      }),
+      pushDiagnostic,
+    });
+
+    expect(provider).toMatchObject({
+      id: "demo",
+      label: "Demo Provider",
+      aliases: ["alias-one"],
+      envVars: ["DEMO_API_KEY"],
+      auth: [{ id: "primary", label: "Primary" }],
+      wizard: {
+        onboarding: {
+          choiceId: "demo-choice",
+        },
+        modelPicker: {
+          label: "Demo models",
+        },
+      },
+    });
+    expect(diagnostics.map((diag) => ({ level: diag.level, message: diag.message }))).toEqual([
+      {
+        level: "error",
+        message: 'provider "demo" auth method duplicated id "primary"',
+      },
+      {
+        level: "error",
+        message: 'provider "demo" auth method missing id',
+      },
+      {
+        level: "warn",
+        message:
+          'provider "demo" onboarding method "missing" not found; falling back to available methods',
+      },
+      {
+        level: "warn",
+        message:
+          'provider "demo" model-picker method "missing" not found; falling back to available methods',
+      },
+    ]);
+  });
+
+  it("drops wizard metadata when a provider has no auth methods", () => {
+    const { diagnostics, pushDiagnostic } = collectDiagnostics();
+
+    const provider = normalizeRegisteredProvider({
+      pluginId: "demo-plugin",
+      source: "/tmp/demo/index.ts",
+      provider: makeProvider({
+        wizard: {
+          onboarding: {
+            choiceId: "demo",
+          },
+          modelPicker: {
+            label: "Demo",
+          },
+        },
+      }),
+      pushDiagnostic,
+    });
+
+    expect(provider?.wizard).toBeUndefined();
+    expect(diagnostics.map((diag) => diag.message)).toEqual([
+      'provider "demo" onboarding metadata ignored because it has no auth methods',
+      'provider "demo" model-picker metadata ignored because it has no auth methods',
+    ]);
+  });
+});
diff --git a/src/plugins/provider-validation.ts b/src/plugins/provider-validation.ts
new file mode 100644
index 00000000000..ae7c807ed99
--- /dev/null
+++ b/src/plugins/provider-validation.ts
@@ -0,0 +1,232 @@
+import type { PluginDiagnostic, ProviderAuthMethod, ProviderPlugin } from "./types.js";
+
+function pushProviderDiagnostic(params: {
+  level: PluginDiagnostic["level"];
+  pluginId: string;
+  source: string;
+  message: string;
+  pushDiagnostic: (diag: PluginDiagnostic) => void;
+}) {
+  params.pushDiagnostic({
+    level: params.level,
+    pluginId: params.pluginId,
+    source: params.source,
+    message: params.message,
+  });
+}
+
+function normalizeText(value: string | undefined): string | undefined {
+  const trimmed = value?.trim();
+  return trimmed ? trimmed : undefined;
+}
+
+function normalizeTextList(values: string[] | undefined): string[] | undefined {
+  const normalized = Array.from(
+    new Set((values ?? []).map((value) => value.trim()).filter(Boolean)),
+  );
+  return normalized.length > 0 ? normalized : undefined;
+}
+
+function normalizeProviderAuthMethods(params: {
+  providerId: string;
+  pluginId: string;
+  source: string;
+  auth: ProviderAuthMethod[];
+  pushDiagnostic: (diag: PluginDiagnostic) => void;
+}): ProviderAuthMethod[] {
+  const seenMethodIds = new Set<string>();
+  const normalized: ProviderAuthMethod[] = [];
+
+  for (const method of params.auth) {
+    const methodId = normalizeText(method.id);
+    if (!methodId) {
+      pushProviderDiagnostic({
+        level: "error",
+        pluginId: params.pluginId,
+        source: params.source,
+        message: `provider "${params.providerId}" auth method missing id`,
+        pushDiagnostic: params.pushDiagnostic,
+      });
+      continue;
+    }
+    if (seenMethodIds.has(methodId)) {
+      pushProviderDiagnostic({
+        level: "error",
+        pluginId: params.pluginId,
+        source: params.source,
+        message: `provider "${params.providerId}" auth method duplicated id "${methodId}"`,
+        pushDiagnostic: params.pushDiagnostic,
+      });
+      continue;
+    }
+    seenMethodIds.add(methodId);
+    normalized.push({
+      ...method,
+      id: methodId,
+      label: normalizeText(method.label) ?? methodId,
+      ...(normalizeText(method.hint) ? { hint: normalizeText(method.hint) } : {}),
+    });
+  }
+
+  return normalized;
+}
+
+function normalizeProviderWizard(params: {
+  providerId: string;
+  pluginId: string;
+  source: string;
+  auth: ProviderAuthMethod[];
+  wizard: ProviderPlugin["wizard"];
+  pushDiagnostic: (diag: PluginDiagnostic) => void;
+}): ProviderPlugin["wizard"] {
+  if (!params.wizard) {
+    return undefined;
+  }
+
+  const hasAuthMethods = params.auth.length > 0;
+  const hasMethod = (methodId: string | undefined) =>
+    Boolean(methodId && params.auth.some((method) => method.id === methodId));
+
+  const normalizeOnboarding = () => {
+    const onboarding = params.wizard?.onboarding;
+    if (!onboarding) {
+      return undefined;
+    }
+    if (!hasAuthMethods) {
+      pushProviderDiagnostic({
+        level: "warn",
+        pluginId: params.pluginId,
+        source: params.source,
+        message: `provider "${params.providerId}" onboarding metadata ignored because it has no auth methods`,
+        pushDiagnostic: params.pushDiagnostic,
+      });
+      return undefined;
+    }
+    const methodId = normalizeText(onboarding.methodId);
+    if (methodId && !hasMethod(methodId)) {
+      pushProviderDiagnostic({
+        level: "warn",
+        pluginId: params.pluginId,
+        source: params.source,
+        message: `provider "${params.providerId}" onboarding method "${methodId}" not found; falling back to available methods`,
+        pushDiagnostic: params.pushDiagnostic,
+      });
+    }
+    return {
+      ...(normalizeText(onboarding.choiceId)
+        ? { choiceId: normalizeText(onboarding.choiceId) }
+        : {}),
+      ...(normalizeText(onboarding.choiceLabel)
+        ? { choiceLabel: normalizeText(onboarding.choiceLabel) }
+        : {}),
+      ...(normalizeText(onboarding.choiceHint)
+        ? { choiceHint: normalizeText(onboarding.choiceHint) }
+        : {}),
+      ...(normalizeText(onboarding.groupId) ? { groupId: normalizeText(onboarding.groupId) } : {}),
+      ...(normalizeText(onboarding.groupLabel)
+        ? { groupLabel: normalizeText(onboarding.groupLabel) }
+        : {}),
+      ...(normalizeText(onboarding.groupHint)
+        ? { groupHint: normalizeText(onboarding.groupHint) }
+        : {}),
+      ...(methodId && hasMethod(methodId) ? { methodId } : {}),
+    };
+  };
+
+  const normalizeModelPicker = () => {
+    const modelPicker = params.wizard?.modelPicker;
+    if (!modelPicker) {
+      return undefined;
+    }
+    if (!hasAuthMethods) {
+      pushProviderDiagnostic({
+        level: "warn",
+        pluginId: params.pluginId,
+        source: params.source,
+        message: `provider "${params.providerId}" model-picker metadata ignored because it has no auth methods`,
+        pushDiagnostic: params.pushDiagnostic,
+      });
+      return undefined;
+    }
+    const methodId = normalizeText(modelPicker.methodId);
+    if (methodId && !hasMethod(methodId)) {
+      pushProviderDiagnostic({
+        level: "warn",
+        pluginId: params.pluginId,
+        source: params.source,
+        message: `provider "${params.providerId}" model-picker method "${methodId}" not found; falling back to available methods`,
+        pushDiagnostic: params.pushDiagnostic,
+      });
+    }
+    return {
+      ...(normalizeText(modelPicker.label) ? { label: normalizeText(modelPicker.label) } : {}),
+      ...(normalizeText(modelPicker.hint) ? { hint: normalizeText(modelPicker.hint) } : {}),
+      ...(methodId && hasMethod(methodId) ? { methodId } : {}),
+    };
+  };
+
+  const onboarding = normalizeOnboarding();
+  const modelPicker = normalizeModelPicker();
+  if (!onboarding && !modelPicker) {
+    return undefined;
+  }
+  return {
+    ...(onboarding ? { onboarding } : {}),
+    ...(modelPicker ? { modelPicker } : {}),
+  };
+}
+
+export function normalizeRegisteredProvider(params: {
+  pluginId: string;
+  source: string;
+  provider: ProviderPlugin;
+  pushDiagnostic: (diag: PluginDiagnostic) => void;
+}): ProviderPlugin | null {
+  const id = normalizeText(params.provider.id);
+  if (!id) {
+    pushProviderDiagnostic({
+      level: "error",
+      pluginId: params.pluginId,
+      source: params.source,
+      message: "provider registration missing id",
+      pushDiagnostic: params.pushDiagnostic,
+    });
+    return null;
+  }
+
+  const auth = normalizeProviderAuthMethods({
+    providerId: id,
+    pluginId: params.pluginId,
+    source: params.source,
+    auth: params.provider.auth ?? [],
+    pushDiagnostic: params.pushDiagnostic,
+  });
+  const docsPath = normalizeText(params.provider.docsPath);
+  const aliases = normalizeTextList(params.provider.aliases);
+  const envVars = normalizeTextList(params.provider.envVars);
+  const wizard = normalizeProviderWizard({
+    providerId: id,
+    pluginId: params.pluginId,
+    source: params.source,
+    auth,
+    wizard: params.provider.wizard,
+    pushDiagnostic: params.pushDiagnostic,
+  });
+  const {
+    wizard: _ignoredWizard,
+    docsPath: _ignoredDocsPath,
+    aliases: _ignoredAliases,
+    envVars: _ignoredEnvVars,
+    ...restProvider
+  } = params.provider;
+  return {
+    ...restProvider,
+    id,
+    label: normalizeText(params.provider.label) ?? id,
+    ...(docsPath ? { docsPath } : {}),
+    ...(aliases ? { aliases } : {}),
+    ...(envVars ? { envVars } : {}),
+    auth,
+    ...(wizard ? { wizard } : {}),
+  };
+}
diff --git a/src/plugins/registry.ts b/src/plugins/registry.ts
index 37947fce707..d45ff136a14 100644
--- a/src/plugins/registry.ts
+++ b/src/plugins/registry.ts
@@ -13,6 +13,7 @@ import { resolveUserPath } from "../utils.js";
 import { registerPluginCommand } from "./commands.js";
 import { normalizePluginHttpPath } from "./http-path.js";
 import { findOverlappingPluginHttpRoute } from "./http-route-overlap.js";
+import { normalizeRegisteredProvider } from "./provider-validation.js";
 import type { PluginRuntime } from "./runtime/types.js";
 import {
   isPluginHookName,
@@ -428,16 +429,16 @@ export function createPluginRegistry(registryParams: PluginRegistryParams) {
   };
 
   const registerProvider = (record: PluginRecord, provider: ProviderPlugin) => {
-    const id = typeof provider?.id === "string" ? provider.id.trim() : "";
-    if (!id) {
-      pushDiagnostic({
-        level: "error",
-        pluginId: record.id,
-        source: record.source,
-        message: "provider registration missing id",
-      });
+    const normalizedProvider = normalizeRegisteredProvider({
+      pluginId: record.id,
+      source: record.source,
+      provider,
+      pushDiagnostic,
+    });
+    if (!normalizedProvider) {
       return;
     }
+    const id = normalizedProvider.id;
     const existing = registry.providers.find((entry) => entry.provider.id === id);
     if (existing) {
       pushDiagnostic({
@@ -451,7 +452,7 @@ export function createPluginRegistry(registryParams: PluginRegistryParams) {
     record.providerIds.push(id);
     registry.providers.push({
       pluginId: record.id,
-      provider,
+      provider: normalizedProvider,
       source: record.source,
     });
   };