parseImageMode,

resolveCliModelSwitchProbeTarget,

resolveCliBackendLiveArgs,

resolveCliBackendLiveModelSelection,

parseJsonStringArray,

restoreCliBackendLiveEnv,

shouldRunCliImageProbe,

logCliBackendLiveStep("env-ready", { port });

const rawModel = process.env.OPENCLAW_LIVE_CLI_BACKEND_MODEL ?? DEFAULT_MODEL;

const parsed = parseModelRef(rawModel, "claude-cli");

if (!parsed) {

throw new Error(

`OPENCLAW_LIVE_CLI_BACKEND_MODEL must resolve to a CLI backend model. Got: ${rawModel}`,

);

}

const providerId = parsed.provider;

const modelKey = `${providerId}/${parsed.model}`;

const initialParsed = parseModelRef(rawModel, "claude-cli");

const initialProviderId = initialParsed?.provider ?? "";

const initialModelKey = initialParsed

? `${initialProviderId}/${initialParsed.model}`

: rawModel;

const initialModelSwitchTarget = resolveCliModelSwitchProbeTarget(

initialProviderId,

initialModelKey,

);

const modelSelection = resolveCliBackendLiveModelSelection({

rawModel,

defaultProvider: "claude-cli",

modelSwitchTarget: initialModelSwitchTarget,

});

const providerId = modelSelection.providerId;

const modelKey = modelSelection.cliModelKey;

const configModelKey = modelSelection.configModelKey;

const backendResolved = resolveCliBackendConfig(providerId);

const enableCliImageProbe = shouldRunCliImageProbe(providerId);

const enableCliMcpProbe = shouldRunCliMcpProbe(providerId);

const enableCliModelSwitchProbe = shouldRunCliModelSwitchProbe(providerId, modelKey);

const modelSwitchTarget = enableCliModelSwitchProbe

? resolveCliModelSwitchProbeTarget(providerId, modelKey)

? modelSelection.configModelSwitchTarget

: undefined;

logCliBackendLiveStep("model-selected", {

providerId,

modelKey,

configModelKey,

enableCliImageProbe,

enableCliMcpProbe,

enableCliModelSwitchProbe,

providers: {

...cfg.models?.providers,

openai: {

...openAiProviderConfigForCodexCli(modelKey),

...openAiProviderConfigForCodexCli(configModelKey),

...cfg.models?.providers?.openai,

},

},

defaults: {

...cfg.agents?.defaults,

...(bootstrapWorkspace ? { workspace: bootstrapWorkspace.workspaceRootDir } : {}),

model: { primary: modelKey },

model: { primary: configModelKey },

models: {

[modelKey]: {},

[configModelKey]: {},

...(modelSwitchTarget ? { [modelSwitchTarget]: {} } : {}),

},

agentRuntime: { id: "pi", fallback: "pi" },

agentRuntime: modelSelection.agentRuntime,

cliBackends: {

...existingBackends,

[providerId]: {