curl https://haijun.my.id/v1/messages \
    -H "content-type: application/json" \
    -H "x-api-key: $JUGLOW_API_KEY" \
    -H "juglow-version: 2023-06-01" \
    -d '{
      "model": "haijun-opus-5-5",
      "max_tokens": 1024,
      "tools": [
        {
          "type": "bash_20250124",
          "name": "bash"
        }
      ],
      "messages": [
        {
          "role": "user",
          "content": "List all Python files in the current directory."
        }
      ]
    }'

  ant messages create \
    --model haijun-opus-5-5 \
    --max-tokens 1024 \
    --tool '{type: bash_20250124, name: bash}' \
    --message '{role: user, content: List all Python files in the current directory.}'

  client = juglow.Juglow()

  response = client.messages.create(
      model="haijun-opus-5-5",
      max_tokens=1024,
      tools=[{"type": "bash_20250124", "name": "bash"}],
      messages=[
          {"role": "user", "content": "List all Python files in the current directory."}
      ],
  )

  print(response)

  const client = new Juglow();

  const response = await client.messages.create({
    model: "haijun-opus-5-5",
    max_tokens: 1024,
    tools: [{ type: "bash_20250124", name: "bash" }],
    messages: [
      {
        role: "user",
        content: "List all Python files in the current directory."
      }
    ]
  });

  console.log(response);

  var client = new JuglowClient();

  var response = await client.Messages.Create(
      new()
      {
          Model = Model.HaijunOpus5_5,
          MaxTokens = 1024,
          Tools = [new ToolBash20250124()],
          Messages =
          [
              new()
              {
                  Role = Role.User,
                  Content = "List all Python files in the current directory.",
              },
          ],
      }
  );

  Console.WriteLine(response);

  client := juglow.NewClient()

  response, err := client.Messages.New(context.TODO(), juglow.MessageNewParams{
  	Model:     juglow.ModelHaijunOpus5_5,
  	MaxTokens: 1024,
  	Tools: []juglow.ToolUnionParam{
  		{OfBashTool20250124: &juglow.ToolBash20250124Param{}},
  	},
  	Messages: []juglow.MessageParam{
  		juglow.NewUserMessage(juglow.NewTextBlock("List all Python files in the current directory.")),
  	},
  })
  if err != nil {
  	log.Fatal(err)
  }
  fmt.Println(response)

  import com.juglow.models.messages.ToolBash20250124;

  void main() {
      JuglowClient client = JuglowOkHttpClient.fromEnv();

      Message response = client.messages().create(
          MessageCreateParams.builder()
              .model(Model.HAIJUN_OPUS_5_5)
              .maxTokens(1024)
              .addTool(ToolBash20250124.builder().build())
              .addUserMessage("List all Python files in the current directory.")
              .build()
      );

      IO.println(response);
  }

  use Juglow\Messages\ToolBash20250124;

  $client = new Client();

  $response = $client->messages->create(
      model: 'haijun-opus-5-5',
      maxTokens: 1024,
      tools: [new ToolBash20250124()],
      messages: [
          ['role' => 'user', 'content' => 'List all Python files in the current directory.'],
      ],
  );

  echo $response;

  client = Juglow::Client.new

  response = client.messages.create(
    model: "haijun-opus-5-5",
    max_tokens: 1024,
    tools: [{type: "bash_20250124", name: "bash"}],
    messages: [
      {role: "user", content: "List all Python files in the current directory."}
    ]
  )

  puts response

{
  "id": "msg_01XAbCDeFgHiJkLmNoPQrStU",
  "model": "haijun-opus-5-5",
  "stop_reason": "tool_use",
  "role": "assistant",
  "content": [
    {
      "type": "text",
      "text": "I'll list all Python files in the current directory for you."
    },
    {
      "type": "tool_use",
      "id": "toolu_01A09q90qw90lq917835lq9",
      "name": "bash",
      "input": {
        "command": "ls *.py"
      }
    }
  ]
}

  {
    "command": "ls -la *.py"
  }

  {
    "restart": true
  }

User request:
"Install the requests library and create a simple Python script that
fetches a joke from an API, then run it."

Haijun's tool uses:
1. Install package
   {"command": "pip install requests"}

2. Create script
   {"command": "cat > fetch_joke.py << 'EOF'\nimport requests\nresponse = requests.get('https://official-joke-api.appspot.com/random_joke')\njoke = response.json()\nprint(f\"Setup: {joke['setup']}\")\nprint(f\"Punchline: {joke['punchline']}\")\nEOF"}

3. Run script
   {"command": "python fetch_joke.py"}

  import subprocess
  import uuid

  class BashSession:
      """A bash process that stays alive between commands so state persists."""

      def __init__(self):
          self.process = subprocess.Popen(
              ["/bin/bash"],
              stdin=subprocess.PIPE,
              stdout=subprocess.PIPE,
              stderr=subprocess.STDOUT,  # interleave errors with output, in order
              start_new_session=True,  # own process group: a timeout can kill every child
              text=True,
          )

      def execute_command(self, command):
          """Run a command in the session and return its output."""
          sentinel = f"__HAIJUN_BASH_DONE_{uuid.uuid4().hex}__"  # unique per call
          self.process.stdin.write(f"{command}\necho {sentinel}\n")
          self.process.stdin.flush()

          output = []
          for line in self.process.stdout:
              if sentinel in line:  # this command's output is complete
                  break
              output.append(line)
          return "".join(output)

      def restart(self):
          self.process.kill()
          self.process.wait()
          self.__init__()

  bash_session = BashSession()
  print(bash_session.execute_command("cd /tmp && pwd"))
  print(bash_session.execute_command("pwd"))  # still /tmp: the session kept its state

  import { spawn, type ChildProcessWithoutNullStreams } from "node:child_process";
  import { createInterface, type Interface } from "node:readline";
  import { randomUUID } from "node:crypto";

  // Proses bash yang tetap hidup di antara perintah sehingga state tetap bertahan.
  class BashSession {
    process!: ChildProcessWithoutNullStreams;
    private lines!: Interface;

    constructor() {
      this.start();
    }

    private start(): void {
      this.process = spawn("/bin/bash", {
        detached: true // own process group: a timeout can kill every child
      });
      this.process.stdin.write("exec 2>&1\n"); // interleave errors with output, in order
      this.lines = createInterface({ input: this.process.stdout });
    }

    // Jalankan perintah dalam sesi dan kembalikan output-nya.
    executeCommand(command: string): Promise<string> {
      const sentinel = `__HAIJUN_BASH_DONE_${randomUUID()}__`; // unique per call
      const output: string[] = [];
      const result = new Promise<string>((resolve) => {
        const onLine = (line: string): void => {
          if (line.includes(sentinel)) {
            // output perintah ini sudah lengkap
            this.lines.off("line", onLine);
            resolve(output.join(""));
          } else {
            output.push(`${line}\n`);
          }
        };
        this.lines.on("line", onLine);
      });
      this.process.stdin.write(`${command}\necho ${sentinel}\n`);
      return result;
    }

    restart(): void {
      this.process.kill("SIGKILL");
      this.lines.close();
      this.start();
    }
  }

  const session = new BashSession();
  console.log(await session.executeCommand("cd /tmp && pwd"));
  console.log(await session.executeCommand("pwd")); // still /tmp: the session kept its state
  session.process.stdin.end(); // closing stdin ends the shell so the script can exit

  using System.Diagnostics;
  using System.Text;

  var session = new BashSession();
  Console.Write(session.ExecuteCommand("cd /tmp && pwd"));
  Console.Write(session.ExecuteCommand("pwd")); // still /tmp: the session kept its state

  // Proses bash yang tetap hidup di antara perintah sehingga state tetap bertahan.
  class BashSession
  {
      public Process Process { get; private set; }

      public BashSession()
      {
          Process = Start();
      }

      static Process Start()
      {
          var process = Process.Start(new ProcessStartInfo("/bin/bash")
          {
              RedirectStandardInput = true,
              RedirectStandardOutput = true
          })!;
          process.StandardInput.Write("exec 2>&1\n"); // interleave errors with output, in order
          process.StandardInput.Flush();
          return process;
      }

      // Jalankan perintah dalam sesi dan kembalikan outputnya.
      public string ExecuteCommand(string command)
      {
          var sentinel = $"__HAIJUN_BASH_DONE_{Guid.NewGuid():N}__"; // unique per call
          Process.StandardInput.Write($"{command}\necho {sentinel}\n");
          Process.StandardInput.Flush();

          var output = new StringBuilder();
          while (Process.StandardOutput.ReadLine() is string line)
          {
              if (line.Contains(sentinel)) // this command's output is complete
              {
                  break;
              }
              output.Append(line).Append('\n');
          }
          return output.ToString();
      }

      public void Restart()
      {
          Process.Kill(entireProcessTree: true);
          Process.WaitForExit();
          Process = Start();
      }
  }

  import (
  	"bufio"
  	"crypto/rand"
  	"encoding/hex"
  	"fmt"
  	"io"
  	"log"
  	"os/exec"
  	"strings"
  	"syscall"
  )

  // BashSession adalah proses bash yang tetap hidup di antara perintah sehingga state tetap bertahan.
  type BashSession struct {
  	cmd    *exec.Cmd
  	stdin  io.WriteCloser
  	output *bufio.Reader
  }

  func NewBashSession() (*BashSession, error) {
  	cmd := exec.Command("/bin/bash")
  	cmd.SysProcAttr = &syscall.SysProcAttr{Setpgid: true} // own process group: a timeout can kill every child
  	stdin, err := cmd.StdinPipe()
  	if err != nil {
  		return nil, err
  	}
  	stdout, err := cmd.StdoutPipe()
  	if err != nil {
  		return nil, err
  	}
  	cmd.Stderr = cmd.Stdout // interleave errors with output, in order
  	if err := cmd.Start(); err != nil {
  		return nil, err
  	}
  	return &BashSession{cmd: cmd, stdin: stdin, output: bufio.NewReader(stdout)}, nil
  }

  // ExecuteCommand menjalankan perintah dalam sesi dan mengembalikan output-nya.
  func (s *BashSession) ExecuteCommand(command string) string {
  	buf := make([]byte, 16)
  	rand.Read(buf)
  	sentinel := fmt.Sprintf("__HAIJUN_BASH_DONE_%s__", hex.EncodeToString(buf)) // unique per call
  	fmt.Fprintf(s.stdin, "%s\necho %s\n", command, sentinel)

  	var output strings.Builder
  	for {
  		line, err := s.output.ReadString('\n')
  		if err != nil || strings.Contains(line, sentinel) { // this command's output is complete
  			break
  		}
  		output.WriteString(line)
  	}
  	return output.String()
  }

  // Restart menghentikan shell dan memulai sesi baru sebagai penggantinya.
  func (s *BashSession) Restart() error {
  	s.cmd.Process.Kill()
  	s.cmd.Wait()
  	fresh, err := NewBashSession()
  	if err != nil {
  		return err
  	}
  	*s = *fresh
  	return nil
  }

  func main() {
  	session, err := NewBashSession()
  	if err != nil {
  		log.Fatal(err)
  	}
  	fmt.Print(session.ExecuteCommand("cd /tmp && pwd"))
  	fmt.Print(session.ExecuteCommand("pwd")) // still /tmp: the session kept its state
  }

  import java.io.BufferedReader;
  import java.io.BufferedWriter;
  import java.io.IOException;
  import java.io.InputStreamReader;
  import java.io.OutputStreamWriter;
  import java.util.UUID;

  // Proses bash yang tetap hidup di antara perintah sehingga state tetap bertahan.
  class BashSession {
      Process process;
      BufferedWriter stdin;
      BufferedReader output;

      BashSession() throws IOException {
          start();
      }

      void start() throws IOException {
          ProcessBuilder builder = new ProcessBuilder("/bin/bash");
          builder.redirectErrorStream(true); // interleave errors with output, in order
          process = builder.start();
          stdin = new BufferedWriter(new OutputStreamWriter(process.getOutputStream()));
          output = new BufferedReader(new InputStreamReader(process.getInputStream()));
      }

      // Jalankan perintah dalam sesi dan kembalikan output-nya.
      String executeCommand(String command) throws IOException {
          String sentinel = "__HAIJUN_BASH_DONE_" + UUID.randomUUID() + "__"; // unique per call
          stdin.write(command + "\necho " + sentinel + "\n");
          stdin.flush();

          StringBuilder result = new StringBuilder();
          String line;
          while ((line = output.readLine()) != null) {
              if (line.contains(sentinel)) { // this command's output is complete
                  break;
              }
              result.append(line).append("\n");
          }
          return result.toString();
      }

      void restart() throws IOException, InterruptedException {
          process.destroyForcibly();
          process.waitFor();
          start();
      }
  }

  void main() throws Exception {
      BashSession session = new BashSession();
      IO.println(session.executeCommand("cd /tmp && pwd"));
      IO.println(session.executeCommand("pwd")); // still /tmp: the session kept its state
  }

  // Proses bash yang tetap hidup di antara perintah sehingga state tetap bertahan.
  class BashSession
  {
      public $process;
      public $stdin;
      public $output;

      public function __construct()
      {
          $this->start();
      }

      private function start(): void
      {
          // setsid memberi shell grup prosesnya sendiri: timeout dapat menghentikan setiap proses anak
          $this->process = proc_open(
              ['setsid', '/bin/bash'],
              [0 => ['pipe', 'r'], 1 => ['pipe', 'w'], 2 => ['redirect', 1]], // interleave errors with output
              $pipes
          );
          $this->stdin = $pipes[0];
          $this->output = $pipes[1];
      }

      // Jalankan perintah dalam sesi dan kembalikan outputnya.
      public function executeCommand(string $command): string
      {
          $sentinel = '__HAIJUN_BASH_DONE_' . bin2hex(random_bytes(16)) . '__'; // unique per call
          fwrite($this->stdin, "{$command}\necho {$sentinel}\n");
          fflush($this->stdin);

          $output = '';
          while (($line = fgets($this->output)) !== false) {
              if (str_contains($line, $sentinel)) { // this command's output is complete
                  break;
              }
              $output .= $line;
          }
          return $output;
      }

      public function restart(): void
      {
          proc_terminate($this->process, 9);
          proc_close($this->process);
          $this->start();
      }
  }

  $session = new BashSession();
  echo $session->executeCommand("cd /tmp && pwd");
  echo $session->executeCommand("pwd"); // still /tmp: the session kept its state

  require "open3"
  require "securerandom"

  # Proses bash yang tetap hidup antar perintah sehingga state tetap bertahan.
  class BashSession
    attr_reader :output, :wait_thread

    def initialize
      start
    end

    # Jalankan perintah dalam sesi dan kembalikan output-nya.
    def execute_command(command)
      sentinel = "__HAIJUN_BASH_DONE_#{SecureRandom.hex(16)}__" # unique per call
      @stdin.write("#{command}\necho #{sentinel}\n")
      @stdin.flush

      output = +""
      @output.each_line do |line|
        break if line.include?(sentinel) # this command's output is complete

        output << line
      end
      output
    end

    def restart
      Process.kill("KILL", @wait_thread.pid)
      @wait_thread.join
      start
    end

    private

    def start
      # popen2e menyisipkan error bersama output, secara berurutan; pgroup memberi shell
      # grup prosesnya sendiri sehingga timeout dapat mematikan setiap proses anak
      @stdin, @output, @wait_thread = Open3.popen2e("/bin/bash", pgroup: true)
    end
  end

  session = BashSession.new
  puts session.execute_command("cd /tmp && pwd")
  puts session.execute_command("pwd") # still /tmp: the session kept its state

  tool_results = []
  for content in response.content:
      if content.type == "tool_use" and content.name == "bash":
          if content.input.get("restart"):
              bash_session.restart()
              result = "Bash session restarted"
          else:
              command = content.input.get("command")
              result = bash_session.execute_command(command)

          # Satu tool_result per blok tool_use, semuanya dikembalikan dalam pesan pengguna berikutnya
          tool_results.append(
              {"type": "tool_result", "tool_use_id": content.id, "content": result}
          )

  const toolResults: { type: string; tool_use_id: string; content: string }[] = [];
  for (const block of response.content) {
    if (block.type === "tool_use" && block.name === "bash") {
      let result: string;
      if (block.input.restart) {
        bashSession.restart();
        result = "Bash session restarted";
      } else {
        result = await bashSession.executeCommand(block.input.command ?? "");
      }

      // Satu tool_result per blok tool_use, semuanya dikembalikan dalam pesan pengguna berikutnya
      toolResults.push({ type: "tool_result", tool_use_id: block.id, content: result });
    }
  }

  var toolResults = new List<ToolResultBlockParam>();
  foreach (var block in response.Content)
  {
      if (block.TryPickToolUse(out var toolUse) && toolUse.Name == "bash")
      {
          string result;
          if (toolUse.Input.TryGetValue("restart", out var restart) && restart.GetBoolean())
          {
              bashSession.Restart();
              result = "Bash session restarted";
          }
          else
          {
              var command = toolUse.Input["command"].GetString() ?? "";
              result = bashSession.ExecuteCommand(command);
          }

          // Satu tool_result per blok tool_use, semuanya dikembalikan dalam pesan pengguna berikutnya
          toolResults.Add(new ToolResultBlockParam { ToolUseID = toolUse.ID, Content = result });
      }
  }

  var toolResults []juglow.ContentBlockParamUnion
  for _, block := range response.Content {
  	if block.Type == "tool_use" && block.Name == "bash" {
  		var input struct {
  			Command string `json:"command"`
  			Restart bool   `json:"restart"`
  		}
  		if err := json.Unmarshal(block.Input, &input); err != nil {
  			log.Fatal(err)
  		}

  		var result string
  		if input.Restart {
  			bashSession.Restart()
  			result = "Bash session restarted"
  		} else {
  			result = bashSession.ExecuteCommand(input.Command)
  		}

  		// Satu tool_result per blok tool_use, semuanya dikembalikan dalam pesan pengguna berikutnya
  		toolResults = append(toolResults, juglow.NewToolResultBlock(block.ID, result, false))
  	}
  }

  List<Map<String, Object>> toolResults = new ArrayList<>();
  for (ContentBlock block : response.content()) {
      if (block.type().equals("tool_use") && block.name().equals("bash")) {
          String result;
          if (Boolean.TRUE.equals(block.input().get("restart"))) {
              bashSession.restart();
              result = "Bash session restarted";
          } else {
              String command = (String) block.input().get("command");
              result = bashSession.executeCommand(command);
          }

          // Satu tool_result per blok tool_use, semuanya dikembalikan dalam pesan pengguna berikutnya
          toolResults.add(Map.of("type", "tool_result", "tool_use_id", block.id(), "content", result));
      }
  }

  $toolResults = [];
  foreach ($response->content as $block) {
      if ($block->type === 'tool_use' && $block->name === 'bash') {
          if (!empty($block->input['restart'])) {
              $bashSession->restart();
              $result = 'Bash session restarted';
          } else {
              $result = $bashSession->executeCommand($block->input['command']);
          }

          // Satu tool_result per blok tool_use, semuanya dikembalikan dalam pesan pengguna berikutnya
          $toolResults[] = ['type' => 'tool_result', 'tool_use_id' => $block->id, 'content' => $result];
      }
  }

  tool_results = []
  response.content.each do |block|
    next unless block.type == :tool_use && block.name == "bash"

    result =
      if block.input[:restart]
        bash_session.restart
        "Bash session restarted"
      else
        bash_session.execute_command(block.input[:command])
      end

    # Satu tool_result per blok tool_use, semuanya dikembalikan dalam pesan pengguna berikutnya
    tool_results << {type: "tool_result", tool_use_id: block.id, content: result}
  end

  curl https://haijun.my.id/v1/messages \
    -H "content-type: application/json" \
    -H "x-api-key: $JUGLOW_API_KEY" \
    -H "juglow-version: 2023-06-01" \
    -d '{
      "model": "haijun-opus-5-5",
      "max_tokens": 1024,
      "tools": [
        {
          "type": "bash_20250124",
          "name": "bash"
        }
      ],
      "messages": [
        {
          "role": "user",
          "content": "List all Python files in the current directory."
        },
        {
          "role": "assistant",
          "content": [
            {
              "type": "tool_use",
              "id": "toolu_01A09q90qw90lq917835lq9",
              "name": "bash",
              "input": {
                "command": "ls *.py"
              }
            }
          ]
        },
        {
          "role": "user",
          "content": [
            {
              "type": "tool_result",
              "tool_use_id": "toolu_01A09q90qw90lq917835lq9",
              "content": "analysis.py\nprocess_data.py\n"
            }
          ]
        }
      ]
    }'

  ant messages create <<'YAML'
  model: haijun-opus-5-5
  max_tokens: 1024
  tools:
    - type: bash_20250124
      name: bash
  messages:
    - role: user
      content: List all Python files in the current directory.
    - role: assistant
      content:
        - type: tool_use
          id: toolu_01A09q90qw90lq917835lq9
          name: bash
          input:
            command: ls *.py
    - role: user
      content:
        - type: tool_result
          tool_use_id: toolu_01A09q90qw90lq917835lq9
          content: |
            analysis.py
            process_data.py
  YAML

  client = juglow.Juglow()

  response = client.messages.create(
      model="haijun-opus-5-5",
      max_tokens=1024,
      tools=[{"type": "bash_20250124", "name": "bash"}],
      messages=[
          {"role": "user", "content": "List all Python files in the current directory."},
          {
              "role": "assistant",
              "content": [
                  {
                      "type": "tool_use",
                      "id": "toolu_01A09q90qw90lq917835lq9",
                      "name": "bash",
                      "input": {"command": "ls *.py"},
                  }
              ],
          },
          {
              "role": "user",
              "content": [
                  {
                      "type": "tool_result",
                      "tool_use_id": "toolu_01A09q90qw90lq917835lq9",
                      "content": "analysis.py\nprocess_data.py\n",
                  }
              ],
          },
      ],
  )

  print(response.content)

  const client = new Juglow();

  const response = await client.messages.create({
    model: "haijun-opus-5-5",
    max_tokens: 1024,
    tools: [{ type: "bash_20250124", name: "bash" }],
    messages: [
      {
        role: "user",
        content: "List all Python files in the current directory."
      },
      {
        role: "assistant",
        content: [
          {
            type: "tool_use",
            id: "toolu_01A09q90qw90lq917835lq9",
            name: "bash",
            input: { command: "ls *.py" }
          }
        ]
      },
      {
        role: "user",
        content: [
          {
            type: "tool_result",
            tool_use_id: "toolu_01A09q90qw90lq917835lq9",
            content: "analysis.py\nprocess_data.py\n"
          }
        ]
      }
    ]
  });

  console.log(response.content);

  var client = new JuglowClient();

  var response = await client.Messages.Create(
      new()
      {
          Model = Model.HaijunOpus5_5,
          MaxTokens = 1024,
          Tools = [new ToolBash20250124()],
          Messages =
          [
              new()
              {
                  Role = Role.User,
                  Content = "List all Python files in the current directory.",
              },
              new()
              {
                  Role = Role.Assistant,
                  Content = new MessageParamContent(new List<ContentBlockParam>
                  {
                      new ContentBlockParam(new ToolUseBlockParam()
                      {
                          ID = "toolu_01A09q90qw90lq917835lq9",
                          Name = "bash",
                          Input = new Dictionary<string, JsonElement>
                          {
                              ["command"] = JsonSerializer.SerializeToElement("ls *.py"),
                          },
                      }),
                  }),
              },
              new()
              {
                  Role = Role.User,
                  Content = new MessageParamContent(new List<ContentBlockParam>
                  {
                      new ContentBlockParam(new ToolResultBlockParam()
                      {
                          ToolUseID = "toolu_01A09q90qw90lq917835lq9",
                          Content = "analysis.py\nprocess_data.py\n",
                      }),
                  }),
              },
          ],
      }
  );

  Console.WriteLine(response);

  client := juglow.NewClient()

  response, err := client.Messages.New(context.TODO(), juglow.MessageNewParams{
  	Model:     juglow.ModelHaijunOpus5_5,
  	MaxTokens: 1024,
  	Tools: []juglow.ToolUnionParam{
  		{OfBashTool20250124: &juglow.ToolBash20250124Param{}},
  	},
  	Messages: []juglow.MessageParam{
  		juglow.NewUserMessage(juglow.NewTextBlock("List all Python files in the current directory.")),
  		juglow.NewAssistantMessage(
  			juglow.NewToolUseBlock(
  				"toolu_01A09q90qw90lq917835lq9",
  				map[string]any{"command": "ls *.py"},
  				"bash",
  			),
  		),
  		juglow.NewUserMessage(
  			juglow.NewToolResultBlock(
  				"toolu_01A09q90qw90lq917835lq9",
  				"analysis.py\nprocess_data.py\n",
  				false,
  			),
  		),
  	},
  })
  if err != nil {
  	log.Fatal(err)
  }
  fmt.Println(response.Content)

  import com.juglow.core.JsonValue;
  import com.juglow.models.messages.ContentBlockParam;
  // ...
  import com.juglow.models.messages.ToolBash20250124;
  import com.juglow.models.messages.ToolResultBlockParam;
  import com.juglow.models.messages.ToolUseBlockParam;
  // ...
  void main() {
      JuglowClient client = JuglowOkHttpClient.fromEnv();

      MessageCreateParams params = MessageCreateParams.builder()
          .model(Model.HAIJUN_OPUS_5_5)
          .maxTokens(1024)
          .addTool(ToolBash20250124.builder().build())
          .addUserMessage("List all Python files in the current directory.")
          .addAssistantMessageOfBlockParams(
              List.of(
                  ContentBlockParam.ofToolUse(
                      ToolUseBlockParam.builder()
                          .id("toolu_01A09q90qw90lq917835lq9")
                          .name("bash")
                          .input(
                              ToolUseBlockParam.Input.builder()
                                  .putAdditionalProperty("command", JsonValue.from("ls *.py"))
                                  .build()
                          )
                          .build()
                  )
              )
          )
          .addUserMessageOfBlockParams(
              List.of(
                  ContentBlockParam.ofToolResult(
                      ToolResultBlockParam.builder()
                          .toolUseId("toolu_01A09q90qw90lq917835lq9")
                          .content("analysis.py\nprocess_data.py\n")
                          .build()
                  )
              )
          )
          .build();

      Message response = client.messages().create(params);
      IO.println(response.content());
  }

  use Juglow\Messages\ToolBash20250124;

  $client = new Client();

  $response = $client->messages->create(
      model: 'haijun-opus-5-5',
      maxTokens: 1024,
      tools: [new ToolBash20250124()],
      messages: [
          ['role' => 'user', 'content' => 'List all Python files in the current directory.'],
          [
              'role' => 'assistant',
              'content' => [
                  [
                      'type' => 'tool_use',
                      'id' => 'toolu_01A09q90qw90lq917835lq9',
                      'name' => 'bash',
                      'input' => ['command' => 'ls *.py'],
                  ],
              ],
          ],
          [
              'role' => 'user',
              'content' => [
                  [
                      'type' => 'tool_result',
                      'tool_use_id' => 'toolu_01A09q90qw90lq917835lq9',
                      'content' => "analysis.py\nprocess_data.py\n",
                  ],
              ],
          ],
      ],
  );

  print_r($response->content);

  client = Juglow::Client.new

  response = client.messages.create(
    model: "haijun-opus-5-5",
    max_tokens: 1024,
    tools: [{type: "bash_20250124", name: "bash"}],
    messages: [
      {role: "user", content: "List all Python files in the current directory."},
      {
        role: "assistant",
        content: [
          {
            type: "tool_use",
            id: "toolu_01A09q90qw90lq917835lq9",
            name: "bash",
            input: {command: "ls *.py"}
          }
        ]
      },
      {
        role: "user",
        content: [
          {
            type: "tool_result",
            tool_use_id: "toolu_01A09q90qw90lq917835lq9",
            content: "analysis.py\nprocess_data.py\n"
          }
        ]
      }
    ]
  )

  puts response.content

  import shlex

  ALLOWED_COMMANDS = {"ls", "cat", "echo", "pwd", "grep", "find", "wc", "head", "tail"}
  SHELL_OPERATORS = {"&&", "||", "|", ";", "&", ">", "<", ">>"}

  def validate_command(command):
      # Izinkan hanya perintah dari allowlist eksplisit
      try:
          tokens = shlex.split(command)
      except ValueError:
          return False, "Could not parse command"

      if not tokens:
          return False, "Empty command"

      executable = tokens[0]
      if executable not in ALLOWED_COMMANDS:
          return False, f"Command '{executable}' is not in the allowlist"

      # Tolak operator shell yang ditulis sebagai kata terpisah
      for token in tokens[1:]:
          if token in SHELL_OPERATORS or token.startswith(("$", "`")):
              return False, f"Shell operator '{token}' is not allowed"

      return True, None

  const ALLOWED_COMMANDS = new Set([
    "ls",
    "cat",
    "echo",
    "pwd",
    "grep",
    "find",
    "wc",
    "head",
    "tail"
  ]);
  const SHELL_OPERATORS = new Set(["&&", "||", "|", ";", "&", ">", "<", ">>"]);

  function validateCommand(command: string): { ok: boolean; reason?: string } {
    // Pisahkan berdasarkan spasi: cukup untuk pemeriksaan tripwire
    const tokens = command.split(/\s+/).filter((token) => token.length > 0);
    if (tokens.length === 0) {
      return { ok: false, reason: "Empty command" };
    }

    // Izinkan hanya perintah dari allowlist eksplisit
    const executable = tokens[0];
    if (!ALLOWED_COMMANDS.has(executable)) {
      return { ok: false, reason: `Command '${executable}' is not in the allowlist` };
    }

    // Tolak operator shell yang ditulis sebagai kata terpisah
    for (const token of tokens.slice(1)) {
      const bare = token.replace(/^["']+/, ""); // a quoted token can still smuggle an expansion
      if (SHELL_OPERATORS.has(token) || bare.startsWith("$") || bare.startsWith("`")) {
        return { ok: false, reason: `Shell operator '${token}' is not allowed` };
      }
    }

    return { ok: true };
  }

  var allowedCommands = new HashSet<string>
  {
      "ls", "cat", "echo", "pwd", "grep", "find", "wc", "head", "tail"
  };
  var shellOperators = new HashSet<string> { "&&", "||", "|", ";", "&", ">", "<", ">>" };

  (bool Ok, string? Reason) ValidateCommand(string command)
  {
      // Pisahkan berdasarkan whitespace: cukup untuk pemeriksaan tripwire
      var tokens = command.Split((char[]?)null, StringSplitOptions.RemoveEmptyEntries);
      if (tokens.Length == 0)
      {
          return (false, "Empty command");
      }

      // Izinkan hanya perintah dari allowlist eksplisit
      var executable = tokens[0];
      if (!allowedCommands.Contains(executable))
      {
          return (false, $"Command '{executable}' is not in the allowlist");
      }

      // Tolak operator shell yang ditulis sebagai kata terpisah
      foreach (var token in tokens.Skip(1))
      {
          var bare = token.TrimStart('"', '\''); // a quoted token can still smuggle an expansion
          if (shellOperators.Contains(token) || bare.StartsWith('$') || bare.StartsWith('`'))
          {
              return (false, $"Shell operator '{token}' is not allowed");
          }
      }

      return (true, null);
  }

  var allowedCommands = map[string]bool{
  	"ls": true, "cat": true, "echo": true, "pwd": true, "grep": true,
  	"find": true, "wc": true, "head": true, "tail": true,
  }

  var shellOperators = map[string]bool{
  	"&&": true, "||": true, "|": true, ";": true, "&": true,
  	">": true, "<": true, ">>": true,
  }

  func validateCommand(command string) (bool, string) {
  	// Pisahkan berdasarkan spasi: cukup untuk pemeriksaan tripwire
  	tokens := strings.Fields(command)
  	if len(tokens) == 0 {
  		return false, "Empty command"
  	}

  	// Izinkan hanya perintah dari allowlist eksplisit
  	executable := tokens[0]
  	if !allowedCommands[executable] {
  		return false, fmt.Sprintf("Command %q is not in the allowlist", executable)
  	}

  	// Tolak operator shell yang ditulis sebagai kata terpisah
  	for _, token := range tokens[1:] {
  		bare := strings.TrimLeft(token, `"'`) // a quoted token can still smuggle an expansion
  		if shellOperators[token] || strings.HasPrefix(bare, "$") || strings.HasPrefix(bare, "`") {
  			return false, fmt.Sprintf("Shell operator %q is not allowed", token)
  		}
  	}

  	return true, ""
  }

  import java.util.List;
  import java.util.Set;

  static final Set<String> ALLOWED_COMMANDS =
      Set.of("ls", "cat", "echo", "pwd", "grep", "find", "wc", "head", "tail");
  static final Set<String> SHELL_OPERATORS = Set.of("&&", "||", "|", ";", "&", ">", "<", ">>");

  record Validation(boolean ok, String reason) {}

  Validation validateCommand(String command) {
      // Pisahkan berdasarkan spasi: cukup untuk pemeriksaan tripwire
      List<String> tokens = List.of(command.trim().split("\\s+"));
      if (tokens.size() == 1 && tokens.get(0).isEmpty()) {
          return new Validation(false, "Empty command");
      }

      // Izinkan hanya perintah dari allowlist eksplisit
      String executable = tokens.get(0);
      if (!ALLOWED_COMMANDS.contains(executable)) {
          return new Validation(false, "Command '" + executable + "' is not in the allowlist");
      }

      // Tolak operator shell yang ditulis sebagai kata terpisah
      for (String token : tokens.subList(1, tokens.size())) {
          String bare = token.replaceFirst("^[\"']+", ""); // a quoted token can still smuggle an expansion
          if (SHELL_OPERATORS.contains(token) || bare.startsWith("$") || bare.startsWith("`")) {
              return new Validation(false, "Shell operator '" + token + "' is not allowed");
          }
      }

      return new Validation(true, null);
  }

  const ALLOWED_COMMANDS = ['ls', 'cat', 'echo', 'pwd', 'grep', 'find', 'wc', 'head', 'tail'];
  const SHELL_OPERATORS = ['&&', '||', '|', ';', '&', '>', '<', '>>'];

  function validateCommand(string $command): array
  {
      // Pisahkan berdasarkan whitespace: cukup untuk pemeriksaan tripwire
      $tokens = preg_split('/\\s+/', trim($command), -1, PREG_SPLIT_NO_EMPTY);
      if ($tokens === false || $tokens === []) {
          return [false, 'Empty command'];
      }

      // Izinkan hanya perintah dari allowlist eksplisit
      $executable = $tokens[0];
      if (!in_array($executable, ALLOWED_COMMANDS, true)) {
          return [false, "Command '{$executable}' is not in the allowlist"];
      }

      // Tolak operator shell yang ditulis sebagai kata terpisah
      foreach (array_slice($tokens, 1) as $token) {
          $bare = ltrim($token, '"\''); // a quoted token can still smuggle an expansion
          if (in_array($token, SHELL_OPERATORS, true) || str_starts_with($bare, '$') || str_starts_with($bare, '`')) {
              return [false, "Shell operator '{$token}' is not allowed"];
          }
      }

      return [true, null];
  }

  require "shellwords"

  ALLOWED_COMMANDS = %w[ls cat echo pwd grep find wc head tail].freeze
  SHELL_OPERATORS = ["&&", "||", "|", ";", "&", ">", "<", ">>"].freeze

  def validate_command(command)
    # Izinkan hanya perintah dari allowlist eksplisit
    begin
      tokens = Shellwords.split(command)
    rescue ArgumentError
      return [false, "Could not parse command"]
    end

    return [false, "Empty command"] if tokens.empty?

    executable = tokens[0]
    unless ALLOWED_COMMANDS.include?(executable)
      return [false, "Command '#{executable}' is not in the allowlist"]
    end

    # Tolak operator shell yang ditulis sebagai kata terpisah
    tokens[1..].each do |token|
      if SHELL_OPERATORS.include?(token) || token.start_with?("$", "`")
        return [false, "Shell operator '#{token}' is not allowed"]
      end
    end

    [true, nil]
  end

    {
      "role": "user",
      "content": [
        {
          "type": "tool_result",
          "tool_use_id": "toolu_01A09q90qw90lq917835lq9",
          "content": "Error: command did not finish within 30 seconds",
          "is_error": true
        }
      ]
    }

    {
      "role": "user",
      "content": [
        {
          "type": "tool_result",
          "tool_use_id": "toolu_01A09q90qw90lq917835lq9",
          "content": "bash: nonexistentcommand: command not found",
          "is_error": true
        }
      ]
    }

    {
      "role": "user",
      "content": [
        {
          "type": "tool_result",
          "tool_use_id": "toolu_01A09q90qw90lq917835lq9",
          "content": "bash: /root/sensitive-file: Permission denied",
          "is_error": true
        }
      ]
    }

      import concurrent.futures
      import os
      import signal

      def execute_with_timeout(session, command, timeout=30):
          """Run a command in the session, replacing the session if the command hangs."""
          with concurrent.futures.ThreadPoolExecutor(max_workers=1) as pool:
              future = pool.submit(session.execute_command, command)
              try:
                  return future.result(timeout=timeout)
              except concurrent.futures.TimeoutError:
                  # Grup ini mencakup shell dan setiap proses yang dimulai oleh perintah tersebut
                  os.killpg(session.process.pid, signal.SIGKILL)
                  session.restart()
                  return f"Error: command did not finish within {timeout} seconds"

      // Jalankan perintah dalam sesi, ganti sesi jika perintah macet.
      async function executeWithTimeout(
        session: BashSession,
        command: string,
        timeoutMs = 30000
      ): Promise<string> {
        let timer: NodeJS.Timeout | undefined;
        const timedOut = new Promise<never>((_, reject) => {
          timer = setTimeout(() => reject(new Error("timeout")), timeoutMs);
        });
        try {
          return await Promise.race([session.executeCommand(command), timedOut]);
        } catch {
          // Grup ini adalah shell dan setiap proses yang dimulai oleh perintah
          if (session.process.pid !== undefined) {
            process.kill(-session.process.pid, "SIGKILL");
          }
          session.restart();
          return `Error: command did not finish within ${timeoutMs / 1000} seconds`;
        } finally {
          clearTimeout(timer);
        }
      }

      using System.Diagnostics;

      // Jalankan perintah dalam sesi, mengganti sesi jika perintah macet.
      static string ExecuteWithTimeout(BashSession session, string command, int timeoutSeconds = 30)
      {
          var work = Task.Run(() => session.ExecuteCommand(command));
          if (work.Wait(TimeSpan.FromSeconds(timeoutSeconds)))
          {
              return work.Result;
          }

          // Hentikan shell dan setiap proses yang dimulainya, lalu mulai sesi baru
          session.Process.Kill(entireProcessTree: true);
          session.Restart();
          return $"Error: command did not finish within {timeoutSeconds} seconds";
      }

      // executeWithTimeout menjalankan perintah, mengganti sesi jika perintah macet.
      func executeWithTimeout(session *BashSession, command string, timeoutSeconds int) string {
      	done := make(chan string, 1)
      	go func() { done <- session.ExecuteCommand(command) }()

      	select {
      	case result := <-done:
      		return result
      	case <-time.After(time.Duration(timeoutSeconds) * time.Second):
      		// Grup ini adalah shell dan setiap proses yang dimulai oleh perintah
      		syscall.Kill(-session.cmd.Process.Pid, syscall.SIGKILL)
      		session.Restart()
      		return fmt.Sprintf("Error: command did not finish within %d seconds", timeoutSeconds)
      	}
      }

      // Jalankan perintah dalam sesi, ganti sesi jika perintah macet.
      String executeWithTimeout(BashSession session, String command, int timeoutSeconds) throws Exception {
          ExecutorService pool = Executors.newSingleThreadExecutor();
          try {
              Future<String> future = pool.submit(() -> session.executeCommand(command));
              return future.get(timeoutSeconds, TimeUnit.SECONDS);
          } catch (TimeoutException e) {
              // Hentikan shell dan setiap proses yang dimulainya, lalu mulai sesi baru
              session.process.descendants().forEach(ProcessHandle::destroyForcibly);
              session.process.destroyForcibly();
              session.restart();
              return "Error: command did not finish within " + timeoutSeconds + " seconds";
          } finally {
              pool.shutdownNow();
          }
      }

      // Jalankan perintah tetapi hentikan jika tidak selesai sebelum tenggat. PHP memblokir pada
      // pembacaan pipe, jadi tenggat berada di dalam loop baca: stream_select() menunggu
      // output yang dapat dibaca sebelum setiap fgets() agar loop dapat memeriksa tenggat.
      function executeWithTimeout(BashSession $session, string $command, int $timeout = 30): string
      {
          $sentinel = '__HAIJUN_BASH_DONE_' . bin2hex(random_bytes(16)) . '__'; // unique per call
          fwrite($session->stdin, "{$command}\necho {$sentinel}\n");
          fflush($session->stdin);

          $deadline = microtime(true) + $timeout;
          $output = '';
          while (microtime(true) < $deadline) {
              $read = [$session->output];
              $write = null;
              $except = null;
              if (stream_select($read, $write, $except, 1) === 0) {
                  continue; // no output yet; check the deadline again
              }
              $line = fgets($session->output);
              if ($line === false || str_contains($line, $sentinel)) {
                  return $output; // this command's output is complete
              }
              $output .= $line;
          }

          // Grup ini adalah shell dan setiap proses yang dimulai oleh perintah
          posix_kill(-proc_get_status($session->process)['pid'], 9); // 9 = SIGKILL
          $session->restart();
          return "Error: command did not finish within {$timeout} seconds";
      }

      require "timeout"

      # Jalankan perintah dalam sesi, mengganti sesi jika perintah macet.
      def execute_with_timeout(session, command, timeout: 30)
        Timeout.timeout(timeout) { session.execute_command(command) }
      rescue Timeout::Error
        # Grup ini adalah shell dan setiap proses yang dimulai oleh perintah
        Process.kill("KILL", -session.wait_thread.pid)
        session.restart
        "Error: command did not finish within #{timeout} seconds"
      end

      # Perintah yang dijalankan dalam sesi yang sama mempertahankan status
      commands = [
          "cd /tmp",
          "echo 'Hello' > test.txt",
          "cat test.txt",  # The session is still in /tmp
      ]

      // Perintah yang dijalankan dalam sesi yang sama mempertahankan status
      const commands = [
        "cd /tmp",
        "echo 'Hello' > test.txt",
        "cat test.txt" // The session is still in /tmp
      ];

      // Perintah yang dijalankan dalam sesi yang sama mempertahankan status
      string[] commands =
      [
          "cd /tmp",
          "echo 'Hello' > test.txt",
          "cat test.txt", // The session is still in /tmp
      ];

      // Perintah yang dijalankan dalam sesi yang sama mempertahankan state
      commands := []string{
      	"cd /tmp",
      	"echo 'Hello' > test.txt",
      	"cat test.txt", // The session is still in /tmp
      }

      // Perintah yang dijalankan dalam sesi yang sama mempertahankan status
      List<String> commands = List.of(
          "cd /tmp",
          "echo 'Hello' > test.txt",
          "cat test.txt" // The session is still in /tmp
      );

      // Perintah yang dijalankan dalam sesi yang sama mempertahankan state
      $commands = [
          'cd /tmp',
          "echo 'Hello' > test.txt",
          'cat test.txt', // The session is still in /tmp
      ];

      # Perintah yang dijalankan dalam sesi yang sama mempertahankan state
      commands = [
        "cd /tmp",
        "echo 'Hello' > test.txt",
        "cat test.txt" # The session is still in /tmp
      ]

      def truncate_output(output, max_lines=100):
          lines = output.split("\n")
          if len(lines) > max_lines:
              truncated = "\n".join(lines[:max_lines])
              return f"{truncated}\n\n... Output truncated ({len(lines)} total lines) ..."
          return output

      function truncateOutput(output: string, maxLines = 100): string {
        const lines = output.split("\n");
        if (lines.length > maxLines) {
          const truncated = lines.slice(0, maxLines).join("\n");
          return `${truncated}\n\n... Output truncated (${lines.length} total lines) ...`;
        }
        return output;
      }

      string TruncateOutput(string output, int maxLines = 100)
      {
          var lines = output.Split('\n');
          if (lines.Length > maxLines)
          {
              var truncated = string.Join("\n", lines.Take(maxLines));
              return $"{truncated}\n\n... Output truncated ({lines.Length} total lines) ...";
          }
          return output;
      }

      func truncateOutput(output string, maxLines int) string {
      	lines := strings.Split(output, "\n")
      	if len(lines) > maxLines {
      		truncated := strings.Join(lines[:maxLines], "\n")
      		return fmt.Sprintf("%s\n\n... Output truncated (%d total lines) ...", truncated, len(lines))
      	}
      	return output
      }

      String truncateOutput(String output, int maxLines) {
          String[] lines = output.split("\n", -1);
          if (lines.length > maxLines) {
              String truncated = String.join("\n", Arrays.copyOf(lines, maxLines));
              return truncated + "\n\n... Output truncated (" + lines.length + " total lines) ...";
          }
          return output;
      }

      function truncateOutput(string $output, int $maxLines = 100): string
      {
          $lines = explode("\n", $output);
          if (count($lines) > $maxLines) {
              $truncated = implode("\n", array_slice($lines, 0, $maxLines));
              return "{$truncated}\n\n... Output truncated (" . count($lines) . ' total lines) ...';
          }
          return $output;
      }

      def truncate_output(output, max_lines: 100)
        lines = output.split("\n", -1)
        return output unless lines.length > max_lines

        truncated = lines.first(max_lines).join("\n")
        "#{truncated}\n\n... Output truncated (#{lines.length} total lines) ..."
      end

      import logging

      logging.basicConfig(level=logging.INFO, format="%(asctime)s %(message)s")

      def execute_and_log(session, command):
          """Run a command in the session and keep an audit record of it."""
          logging.info("command=%r", command)
          output = session.execute_command(command)
          logging.info("output=%r", output[:200])  # first 200 characters
          return output

      // Jalankan perintah dalam sesi dan simpan catatan auditnya.
      async function executeAndLog(session: BashSession, command: string): Promise<string> {
        console.error(`command=${JSON.stringify(command)}`);
        const output = await session.executeCommand(command);
        console.error(`output=${JSON.stringify(output.slice(0, 200))}`); // first 200 characters
        return output;
      }

      // Jalankan perintah dalam sesi dan simpan catatan auditnya.
      static string ExecuteAndLog(BashSession session, string command)
      {
          Console.Error.WriteLine($"command={command}");
          var output = session.ExecuteCommand(command);
          Console.Error.WriteLine($"output={output[..Math.Min(output.Length, 200)]}"); // first 200 characters
          return output;
      }

      // executeAndLog menjalankan perintah dalam sesi dan menyimpan catatan auditnya.
      func executeAndLog(session *BashSession, command string) string {
      	log.Printf("command=%q", command)
      	output := session.ExecuteCommand(command)
      	log.Printf("output=%q", output[:min(len(output), 200)]) // first 200 characters
      	return output
      }

      static final Logger AUDIT = Logger.getLogger("bash-audit");

      // Jalankan perintah dalam sesi dan simpan catatan auditnya.
      String executeAndLog(BashSession session, String command) throws IOException {
          AUDIT.info("command=" + command);
          String output = session.executeCommand(command);
          AUDIT.info("output=" + output.substring(0, Math.min(output.length(), 200))); // first 200 characters
          return output;
      }

      // Jalankan perintah dalam sesi dan simpan catatan auditnya.
      function executeAndLog(BashSession $session, string $command): string
      {
          error_log("command={$command}");
          $output = $session->executeCommand($command);
          error_log('output=' . substr($output, 0, 200)); // first 200 characters
          return $output;
      }

      require "logger"

      AUDIT = Logger.new($stderr)

      # Jalankan perintah dalam sesi dan simpan catatan auditnya.
      def execute_and_log(session, command)
        AUDIT.info("command=#{command.inspect}")
        output = session.execute_command(command)
        AUDIT.info("output=#{output[0, 200].inspect}") # first 200 characters
        output
      end