### Fixes

- Plugins/Anthropic: expose Claude thinking profiles from the bundled provider-policy artifact so non-runtime callers keep Opus 4.7 `adaptive`, `xhigh`, and `max` instead of downgrading to `high`. Fixes #76779. Thanks @tomascupr and @iAbhi001.

- Discord/native commands: skip slash-command registration and cleanup REST calls when `channels.discord.commands.native=false`, letting low-power gateways start without waiting on disabled native-command lifecycle requests. Fixes #76202. Thanks @vincentkoc.

- Plugins/commands: normalize empty plugin command handler results and let Telegram native plugin commands send the empty-response fallback instead of throwing when a handler returns `undefined`. Fixes #74800. Thanks @vincentkoc.

- Plugins/tools: cold-load selected plugin tool registries when the active registry only has partial tool coverage, so wildcard-expanded allowlists no longer hide installed plugin tools from `tools.effective`. Fixes #76780. Thanks @lilesjtu.

import type { ModelDefinitionConfig } from "openclaw/plugin-sdk/provider-model-types";

import { describe, expect, it } from "vitest";

import { applyConfigDefaults, normalizeConfig } from "./provider-policy-api.js";

import {

applyConfigDefaults,

normalizeConfig,

resolveThinkingProfile,

} from "./provider-policy-api.js";

function createModel(id: string, name: string): ModelDefinitionConfig {

return {

ttl: "1h",

});

});

it("exposes Claude Opus 4.7 thinking levels without loading the full provider plugin", () => {

expect(

resolveThinkingProfile({

provider: "anthropic",

modelId: "claude-opus-4-7",

}),

).toMatchObject({

levels: expect.arrayContaining([{ id: "xhigh" }, { id: "adaptive" }, { id: "max" }]),

defaultLevel: "off",

});

});

it("keeps adaptive-only Claude profiles aligned with the runtime provider", () => {

const profile = resolveThinkingProfile({

provider: "anthropic",

modelId: "claude-opus-4-6",

});

expect(profile).toMatchObject({

levels: expect.arrayContaining([{ id: "adaptive" }]),

defaultLevel: "adaptive",

});

if (!profile) {

throw new Error("Expected Anthropic policy profile");

}

expect(profile.levels.some((level) => level.id === "xhigh" || level.id === "max")).toBe(false);

});

it("does not expose Anthropic thinking profiles for unrelated providers", () => {

expect(

resolveThinkingProfile({

provider: "openai",

modelId: "claude-opus-4-7",

}),

).toBeNull();

});

});

import { resolveClaudeThinkingProfile } from "openclaw/plugin-sdk/provider-model-shared";

import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-types";

import {

applyAnthropicConfigDefaults,

export function applyConfigDefaults(params: Parameters<typeof applyAnthropicConfigDefaults>[0]) {

return applyAnthropicConfigDefaults(params);

}

export function resolveThinkingProfile(params: { provider: string; modelId: string }) {

switch (params.provider.trim().toLowerCase()) {

case "anthropic":

case "claude-cli":

return resolveClaudeThinkingProfile(params.modelId);

default:

return null;

}

}