diff --git a/assets/functions/scripts/run-agent.ts b/assets/functions/scripts/run-agent.ts
new file mode 100644
index 0000000..425b5df
--- /dev/null
+++ b/assets/functions/scripts/run-agent.ts
@@ -0,0 +1,164 @@
+#!/usr/bin/env tsx
+
+// Usage: ./{agent_name}.ts <agent-func> <agent-data>
+
+import { readFileSync, writeFileSync, existsSync } from "fs";
+import { join } from "path";
+import { pathToFileURL } from "url";
+
+async function main(): Promise<void> {
+  const { agentFunc, rawData } = parseArgv();
+  const agentData = parseRawData(rawData);
+
+  const configDir = "{config_dir}";
+  setupEnv(configDir, agentFunc);
+
+  const agentToolsPath = join(configDir, "agents", "{agent_name}", "tools.ts");
+  await run(agentToolsPath, agentFunc, agentData);
+}
+
+function parseRawData(data: string): Record<string, unknown> {
+  if (!data) {
+    throw new Error("No JSON data");
+  }
+
+  try {
+    return JSON.parse(data);
+  } catch {
+    throw new Error("Invalid JSON data");
+  }
+}
+
+function parseArgv(): { agentFunc: string; rawData: string } {
+  const agentFunc = process.argv[2];
+
+  const toolDataFile = process.env["LLM_TOOL_DATA_FILE"];
+  let agentData: string;
+  if (toolDataFile && existsSync(toolDataFile)) {
+    agentData = readFileSync(toolDataFile, "utf-8");
+  } else {
+    agentData = process.argv[3];
+  }
+
+  if (!agentFunc || !agentData) {
+    process.stderr.write("Usage: ./{agent_name}.ts <agent-func> <agent-data>\n");
+    process.exit(1);
+  }
+
+  return { agentFunc, rawData: agentData };
+}
+
+function setupEnv(configDir: string, agentFunc: string): void {
+  loadEnv(join(configDir, ".env"));
+  process.env["LLM_ROOT_DIR"] = configDir;
+  process.env["LLM_AGENT_NAME"] = "{agent_name}";
+  process.env["LLM_AGENT_FUNC"] = agentFunc;
+  process.env["LLM_AGENT_ROOT_DIR"] = join(configDir, "agents", "{agent_name}");
+  process.env["LLM_AGENT_CACHE_DIR"] = join(configDir, "cache", "{agent_name}");
+}
+
+function loadEnv(filePath: string): void {
+  let lines: string[];
+  try {
+    lines = readFileSync(filePath, "utf-8").split("\n");
+  } catch {
+    return;
+  }
+
+  for (const raw of lines) {
+    const line = raw.trim();
+    if (line.startsWith("#") || !line) {
+      continue;
+    }
+
+    const eqIdx = line.indexOf("=");
+    if (eqIdx === -1) {
+      continue;
+    }
+
+    const key = line.slice(0, eqIdx).trim();
+    if (key in process.env) {
+      continue;
+    }
+
+    let value = line.slice(eqIdx + 1).trim();
+    if (
+      (value.startsWith('"') && value.endsWith('"')) ||
+      (value.startsWith("'") && value.endsWith("'"))
+    ) {
+      value = value.slice(1, -1);
+    }
+    process.env[key] = value;
+  }
+}
+
+async function run(
+  agentPath: string,
+  agentFunc: string,
+  agentData: Record<string, unknown>,
+): Promise<void> {
+  const mod = await import(pathToFileURL(agentPath).href);
+
+  if (typeof mod[agentFunc] !== "function") {
+    throw new Error(`No module function '${agentFunc}' at '${agentPath}'`);
+  }
+
+  const value = await mod[agentFunc](agentData);
+  returnToLlm(value);
+  dumpResult(`{agent_name}:${agentFunc}`);
+}
+
+function returnToLlm(value: unknown): void {
+  if (value === null || value === undefined) {
+    return;
+  }
+
+  const output = process.env["LLM_OUTPUT"];
+  const write = (s: string) => {
+    if (output) {
+      writeFileSync(output, s, "utf-8");
+    } else {
+      process.stdout.write(s);
+    }
+  };
+
+  if (typeof value === "string" || typeof value === "number" || typeof value === "boolean") {
+    write(String(value));
+  } else if (typeof value === "object") {
+    write(JSON.stringify(value, null, 2));
+  }
+}
+
+function dumpResult(name: string): void {
+  const dumpResults = process.env["LLM_DUMP_RESULTS"];
+  const llmOutput = process.env["LLM_OUTPUT"];
+
+  if (!dumpResults || !llmOutput || !process.stdout.isTTY) {
+    return;
+  }
+
+  try {
+    const pattern = new RegExp(`\\b(${dumpResults})\\b`);
+    if (!pattern.test(name)) {
+      return;
+    }
+  } catch {
+    return;
+  }
+
+  let data: string;
+  try {
+    data = readFileSync(llmOutput, "utf-8");
+  } catch {
+    return;
+  }
+
+  process.stdout.write(
+    `\x1b[2m----------------------\n${data}\n----------------------\x1b[0m\n`,
+  );
+}
+
+main().catch((err) => {
+  process.stderr.write(`${err}\n`);
+  process.exit(1);
+});
diff --git a/assets/functions/scripts/run-tool.ts b/assets/functions/scripts/run-tool.ts
new file mode 100644
index 0000000..f3d2887
--- /dev/null
+++ b/assets/functions/scripts/run-tool.ts
@@ -0,0 +1,159 @@
+#!/usr/bin/env tsx
+
+// Usage: ./{function_name}.ts <tool-data>
+
+import { readFileSync, writeFileSync, existsSync, statSync } from "fs";
+import { join, basename } from "path";
+import { pathToFileURL } from "url";
+
+async function main(): Promise<void> {
+  const rawData = parseArgv();
+  const toolData = parseRawData(rawData);
+
+  const rootDir = "{root_dir}";
+  setupEnv(rootDir);
+
+  const toolPath = "{tool_path}.ts";
+  await run(toolPath, "run", toolData);
+}
+
+function parseRawData(data: string): Record<string, unknown> {
+  if (!data) {
+    throw new Error("No JSON data");
+  }
+
+  try {
+    return JSON.parse(data);
+  } catch {
+    throw new Error("Invalid JSON data");
+  }
+}
+
+function parseArgv(): string {
+  const toolDataFile = process.env["LLM_TOOL_DATA_FILE"];
+  if (toolDataFile && existsSync(toolDataFile)) {
+    return readFileSync(toolDataFile, "utf-8");
+  }
+
+  const toolData = process.argv[2];
+
+  if (!toolData) {
+    process.stderr.write("Usage: ./{function_name}.ts <tool-data>\n");
+    process.exit(1);
+  }
+
+  return toolData;
+}
+
+function setupEnv(rootDir: string): void {
+  loadEnv(join(rootDir, ".env"));
+  process.env["LLM_ROOT_DIR"] = rootDir;
+  process.env["LLM_TOOL_NAME"] = "{function_name}";
+  process.env["LLM_TOOL_CACHE_DIR"] = join(rootDir, "cache", "{function_name}");
+}
+
+function loadEnv(filePath: string): void {
+  let lines: string[];
+  try {
+    lines = readFileSync(filePath, "utf-8").split("\n");
+  } catch {
+    return;
+  }
+
+  for (const raw of lines) {
+    const line = raw.trim();
+    if (line.startsWith("#") || !line) {
+      continue;
+    }
+
+    const eqIdx = line.indexOf("=");
+    if (eqIdx === -1) {
+      continue;
+    }
+
+    const key = line.slice(0, eqIdx).trim();
+    if (key in process.env) {
+      continue;
+    }
+
+    let value = line.slice(eqIdx + 1).trim();
+    if (
+      (value.startsWith('"') && value.endsWith('"')) ||
+      (value.startsWith("'") && value.endsWith("'"))
+    ) {
+      value = value.slice(1, -1);
+    }
+    process.env[key] = value;
+  }
+}
+
+async function run(
+  toolPath: string,
+  toolFunc: string,
+  toolData: Record<string, unknown>,
+): Promise<void> {
+  const mod = await import(pathToFileURL(toolPath).href);
+
+  if (typeof mod[toolFunc] !== "function") {
+    throw new Error(`No module function '${toolFunc}' at '${toolPath}'`);
+  }
+
+  const value = await mod[toolFunc](toolData);
+  returnToLlm(value);
+  dumpResult("{function_name}");
+}
+
+function returnToLlm(value: unknown): void {
+  if (value === null || value === undefined) {
+    return;
+  }
+
+  const output = process.env["LLM_OUTPUT"];
+  const write = (s: string) => {
+    if (output) {
+      writeFileSync(output, s, "utf-8");
+    } else {
+      process.stdout.write(s);
+    }
+  };
+
+  if (typeof value === "string" || typeof value === "number" || typeof value === "boolean") {
+    write(String(value));
+  } else if (typeof value === "object") {
+    write(JSON.stringify(value, null, 2));
+  }
+}
+
+function dumpResult(name: string): void {
+  const dumpResults = process.env["LLM_DUMP_RESULTS"];
+  const llmOutput = process.env["LLM_OUTPUT"];
+
+  if (!dumpResults || !llmOutput || !process.stdout.isTTY) {
+    return;
+  }
+
+  try {
+    const pattern = new RegExp(`\\b(${dumpResults})\\b`);
+    if (!pattern.test(name)) {
+      return;
+    }
+  } catch {
+    return;
+  }
+
+  let data: string;
+  try {
+    data = readFileSync(llmOutput, "utf-8");
+  } catch {
+    return;
+  }
+
+  process.stdout.write(
+    `\x1b[2m----------------------\n${data}\n----------------------\x1b[0m\n`,
+  );
+}
+
+main().catch((err) => {
+  process.stderr.write(`${err}\n`);
+  process.exit(1);
+});