createSystemPromptOverride,

} from "../system-prompt.js";

import { dropThinkingBlocks } from "../thinking.js";

import { collectAllowedToolNames, toSessionToolAllowlist } from "../tool-name-allowlist.js";

import { collectAllowedToolNames } from "../tool-name-allowlist.js";

import {

installContextEngineLoopHook,

installToolResultContextGuard,

: [];

const allCustomTools = [...customTools, ...clientToolDefs];

// Pi's `tools` option is a name allowlist, not the tool definitions.

// OpenClaw registers local tools through `customTools`, so passing the

// same names here keeps custom tools executable instead of silently

// filtering them out with an empty allowlist.

const sessionToolAllowlist = toSessionToolAllowlist(allowedToolNames);

// OpenClaw registers filtered tools through `customTools`; keep Pi's

// built-in tool list empty so the SDK does not re-enable defaults.

({ session } = await createEmbeddedAgentSessionWithResourceLoader({

createAgentSession: async (options) =>

modelRegistry: params.modelRegistry,

model: params.model,

thinkingLevel: mapThinkingLevel(params.thinkLevel),

tools: sessionToolAllowlist,

tools: builtInTools,

customTools: allCustomTools,

sessionManager,

settingsManager,