diff --git a/src/commands/agents.commands.add.ts b/src/commands/agents.commands.add.ts
index ec96d12cdf9..7b5eac50db6 100644
--- a/src/commands/agents.commands.add.ts
+++ b/src/commands/agents.commands.add.ts
@@ -11,6 +11,7 @@ import {
 } from "../agents/auth-profiles.js";
 import { resolveAuthStorePath } from "../agents/auth-profiles/paths.js";
 import { loadPersistedAuthProfileStore } from "../agents/auth-profiles/persisted.js";
+import { formatCliCommand } from "../cli/command-format.js";
 import { commitConfigWithPendingPluginInstalls } from "../cli/plugins-install-record-commit.js";
 import { logConfigUpdated } from "../config/logging.js";
 import { pathExists } from "../infra/fs-safe.js";
@@ -97,7 +98,7 @@ export async function agentsAddCommand(
 
   if (nonInteractive && !workspaceFlag) {
     runtime.error(
-      "Non-interactive mode requires --workspace. Re-run without flags to use the wizard.",
+      `Non-interactive agent creation requires --workspace. Re-run ${formatCliCommand("openclaw agents add <id> --workspace <path>")} or omit flags to use the wizard.`,
     );
     runtime.exit(1);
     return;
@@ -105,20 +106,24 @@ export async function agentsAddCommand(
 
   if (nonInteractive) {
     if (!nameInput) {
-      runtime.error("Agent name is required in non-interactive mode.");
+      runtime.error(
+        `Agent name is required in non-interactive mode. Run ${formatCliCommand("openclaw agents add <id> --workspace <path>")}.`,
+      );
       runtime.exit(1);
       return;
     }
     if (!workspaceFlag) {
       runtime.error(
-        "Non-interactive mode requires --workspace. Re-run without flags to use the wizard.",
+        `Non-interactive agent creation requires --workspace. Re-run ${formatCliCommand("openclaw agents add <id> --workspace <path>")} or omit flags to use the wizard.`,
       );
       runtime.exit(1);
       return;
     }
     const agentId = normalizeAgentId(nameInput);
     if (agentId === DEFAULT_AGENT_ID) {
-      runtime.error(`"${DEFAULT_AGENT_ID}" is reserved. Choose another name.`);
+      runtime.error(
+        `"${DEFAULT_AGENT_ID}" is reserved. Choose another name, or run ${formatCliCommand("openclaw agents list")} to inspect the default agent.`,
+      );
       runtime.exit(1);
       return;
     }
@@ -126,7 +131,9 @@ export async function agentsAddCommand(
       runtime.log(`Normalized agent id to "${agentId}".`);
     }
     if (findAgentEntryIndex(listAgentEntries(cfg), agentId) >= 0) {
-      runtime.error(`Agent "${agentId}" already exists.`);
+      runtime.error(
+        `Agent "${agentId}" already exists. Run ${formatCliCommand("openclaw agents list")} to inspect configured agents.`,
+      );
       runtime.exit(1);
       return;
     }
diff --git a/src/commands/auth-choice.apply.ts b/src/commands/auth-choice.apply.ts
index 47138083005..f31d1acddaf 100644
--- a/src/commands/auth-choice.apply.ts
+++ b/src/commands/auth-choice.apply.ts
@@ -1,3 +1,4 @@
+import { formatCliCommand } from "../cli/command-format.js";
 import { applyAuthChoiceLoadedPluginProvider } from "../plugins/provider-auth-choice.js";
 import type { ApplyAuthChoiceParams, ApplyAuthChoiceResult } from "./auth-choice.apply.types.js";
 import type { AuthChoice } from "./onboard-types.js";
@@ -56,7 +57,7 @@ async function formatDeprecatedProviderChoiceError(
   if (!deprecatedChoice) {
     return undefined;
   }
-  return `Auth choice ${JSON.stringify(authChoice)} is no longer supported. Use ${JSON.stringify(deprecatedChoice.choiceId)} instead.`;
+  return `Auth choice ${JSON.stringify(authChoice)} is no longer supported. Use ${JSON.stringify(deprecatedChoice.choiceId)} instead, or run ${formatCliCommand("openclaw onboard")} to choose interactively.`;
 }
 
 export async function applyAuthChoice(
@@ -95,14 +96,14 @@ export async function applyAuthChoice(
     throw new Error(
       [
         `Auth choice "${normalizedParams.authChoice}" was not matched to a provider setup flow.`,
-        'For Anthropic legacy token auth, use "setup-token" with tokenProvider="anthropic" or choose the Anthropic setup-token entry explicitly.',
+        `Run ${formatCliCommand("openclaw models auth login --provider <provider>")} for provider auth, or rerun ${formatCliCommand("openclaw onboard")} to choose interactively.`,
       ].join("\n"),
     );
   }
 
   if (normalizedParams.authChoice === "oauth") {
     throw new Error(
-      'Auth choice "oauth" is no longer supported directly. Use "setup-token" for Anthropic legacy token auth or a provider-specific OAuth entry.',
+      `Auth choice "oauth" is no longer supported directly. Use a provider-specific auth entry, or run ${formatCliCommand("openclaw models auth login --provider <provider>")}.`,
     );
   }
 
diff --git a/src/commands/channels/resolve.ts b/src/commands/channels/resolve.ts
index 9642c99ed63..f3adc357d87 100644
--- a/src/commands/channels/resolve.ts
+++ b/src/commands/channels/resolve.ts
@@ -4,6 +4,7 @@ import type {
   ChannelResolveResult,
 } from "../../channels/plugins/types.adapters.js";
 import { resolveCommandConfigWithSecrets } from "../../cli/command-config-resolution.js";
+import { formatCliCommand } from "../../cli/command-format.js";
 import { getChannelsCommandSecretTargetIds } from "../../cli/command-secret-targets.js";
 import { commitConfigWithPendingPluginInstalls } from "../../cli/plugins-install-record-commit.js";
 import { refreshPluginRegistryAfterConfigMutation } from "../../cli/plugins-registry-refresh.js";
@@ -130,7 +131,9 @@ export async function channelsResolveCommand(opts: ChannelsResolveOptions, runti
   });
   const entries = (opts.entries ?? []).map((entry) => entry.trim()).filter(Boolean);
   if (entries.length === 0) {
-    throw new Error("At least one entry is required.");
+    throw new Error(
+      `At least one entry is required. Example: ${formatCliCommand("openclaw channels resolve --channel discord <name-or-id>")}.`,
+    );
   }
 
   const explicitChannel = opts.channel?.trim();
@@ -145,7 +148,7 @@ export async function channelsResolveCommand(opts: ChannelsResolveOptions, runti
     : null;
   if (explicitChannel && resolvedExplicit?.catalogEntry && !resolvedExplicit.plugin) {
     throw new Error(
-      `Channel plugin "${resolvedExplicit.catalogEntry.id}" is not installed. Run "openclaw channels add --channel ${resolvedExplicit.catalogEntry.id}" first.`,
+      `Channel plugin "${resolvedExplicit.catalogEntry.id}" is not installed. Run ${formatCliCommand(`openclaw channels add --channel ${resolvedExplicit.catalogEntry.id}`)} first.`,
     );
   }
   if (resolvedExplicit?.configChanged) {
@@ -193,7 +196,9 @@ export async function channelsResolveCommand(opts: ChannelsResolveOptions, runti
     (selection.channel ? getChannelPlugin(selection.channel) : undefined);
   if (!plugin?.resolver?.resolveTargets) {
     const channelText = selection.channel ?? explicitChannel ?? "";
-    throw new Error(`Channel ${channelText} does not support resolve.`);
+    throw new Error(
+      `Channel ${channelText} does not support resolve. Run ${formatCliCommand("openclaw channels capabilities --channel " + channelText)} to inspect supported actions.`,
+    );
   }
   const preferredKind = resolvePreferredKind(opts.kind);
 
diff --git a/src/commands/migrate.ts b/src/commands/migrate.ts
index e48a8810e76..49a988b9f14 100644
--- a/src/commands/migrate.ts
+++ b/src/commands/migrate.ts
@@ -1,4 +1,5 @@
 import { cancel, isCancel } from "@clack/prompts";
+import { formatCliCommand } from "../cli/command-format.js";
 import { promptYesNo } from "../cli/prompt.js";
 import { getRuntimeConfig } from "../config/config.js";
 import { redactMigrationPlan } from "../plugin-sdk/migration.js";
@@ -119,7 +120,9 @@ export async function migrateListCommand(runtime: RuntimeEnv, opts: { json?: boo
     return;
   }
   if (providers.length === 0) {
-    runtime.log("No migration providers found.");
+    runtime.log(
+      `No migration providers found. Run ${formatCliCommand("openclaw plugins list")} to verify provider plugins are installed and enabled.`,
+    );
     return;
   }
   runtime.log(
@@ -139,7 +142,9 @@ export async function migratePlanCommand(
 ): Promise<MigrationPlan> {
   const providerId = opts.provider?.trim();
   if (!providerId) {
-    throw new Error("Migration provider is required.");
+    throw new Error(
+      `Migration provider is required. Run ${formatCliCommand("openclaw migrate list")} to choose one.`,
+    );
   }
   const plan = selectMigrationItems(
     await createMigrationPlan(runtime, { ...opts, provider: providerId }),
@@ -167,13 +172,17 @@ export async function migrateApplyCommand(
 ): Promise<MigrationApplyResult | MigrationPlan> {
   const providerId = opts.provider?.trim();
   if (!providerId) {
-    throw new Error("Migration provider is required.");
+    throw new Error(
+      `Migration provider is required. Run ${formatCliCommand("openclaw migrate list")} to choose one.`,
+    );
   }
   if (opts.noBackup && !opts.force) {
-    throw new Error("--no-backup requires --force.");
+    throw new Error("--no-backup requires --force because it skips the automatic rollback copy.");
   }
   if (!opts.yes && !process.stdin.isTTY) {
-    throw new Error("openclaw migrate apply requires --yes in non-interactive mode.");
+    throw new Error(
+      `openclaw migrate apply requires --yes in non-interactive mode. Preview first with ${formatCliCommand("openclaw migrate plan --provider <provider>")}.`,
+    );
   }
   const provider = resolveMigrationProvider(providerId);
   if (!opts.yes) {