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CLI backends (fallback runtime)

Clawdbot can run local AI CLIs as a text-only fallback when API providers are down, rate-limited, or temporarily misbehaving. This is intentionally conservative:
  • Tools are disabled (no tool calls).
  • Text in → text out (reliable).
  • Sessions are supported (so follow-up turns stay coherent).
  • Images can be passed through if the CLI accepts image paths.
This is designed as a safety net rather than a primary path. Use it when you want “always works” text responses without relying on external APIs.

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Beginner-friendly quick start

You can use Claude Code CLI without any config (Clawdbot ships a built-in default): 
clawdbot agent --message "hi" --model claude-cli/opus-4.5
Codex CLI also works out of the box: 
clawdbot agent --message "hi" --model codex-cli/gpt-5.2-codex
If your gateway runs under launchd/systemd and PATH is minimal, add just the command path: 
{
  agents: {
    defaults: {
      cliBackends: {
        "claude-cli": {
          command: "/opt/homebrew/bin/claude"
        }
      }
    }
  }
}
That’s it. No keys, no extra auth config needed beyond the CLI itself.

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Using it as a fallback

Add a CLI backend to your fallback list so it only runs when primary models fail: 
{
  agents: {
    defaults: {
      model: {
        primary: "anthropic/claude-opus-4-5",
        fallbacks: [
          "claude-cli/opus-4.5"
        ]
      },
      models: {
        "anthropic/claude-opus-4-5": { alias: "Opus" },
        "claude-cli/opus-4.5": {}
      }
    }
  }
}
Notes:
  • If you use agents.defaults.models (allowlist), you must include claude-cli/....
  • If the primary provider fails (auth, rate limits, timeouts), Clawdbot will try the CLI backend next.

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Configuration overview

All CLI backends live under: 
agents.defaults.cliBackends
Each entry is keyed by a provider id (e.g. claude-cli, my-cli). The provider id becomes the left side of your model ref: 
<provider>/<model>

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Example configuration

{
  agents: {
    defaults: {
      cliBackends: {
        "claude-cli": {
          command: "/opt/homebrew/bin/claude"
        },
        "my-cli": {
          command: "my-cli",
          args: ["--json"],
          output: "json",
          input: "arg",
          modelArg: "--model",
          modelAliases: {
            "claude-opus-4-5": "opus",
            "claude-sonnet-4-5": "sonnet"
          },
          sessionArg: "--session",
          sessionMode: "existing",
          sessionIdFields: ["session_id", "conversation_id"],
          systemPromptArg: "--system",
          systemPromptWhen: "first",
          imageArg: "--image",
          imageMode: "repeat",
          serialize: true
        }
      }
    }
  }
}

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How it works

  1. Selects a backend based on the provider prefix (claude-cli/...).
  2. Builds a system prompt using the same Clawdbot prompt + workspace context.
  3. Executes the CLI with a session id (if supported) so history stays consistent.
  4. Parses output (JSON or plain text) and returns the final text.
  5. Persists session ids per backend, so follow-ups reuse the same CLI session.

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Sessions

  • If the CLI supports sessions, set sessionArg (e.g. --session-id) or sessionArgs (placeholder {sessionId}) when the ID needs to be inserted into multiple flags.
  • If the CLI uses a resume subcommand with different flags, set resumeArgs (replaces args when resuming) and optionally resumeOutput (for non-JSON resumes).
  • sessionMode:
    • always: always send a session id (new UUID if none stored).
    • existing: only send a session id if one was stored before.
    • none: never send a session id.

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Images (pass-through)

If your CLI accepts image paths, set imageArg: 
imageArg: "--image",
imageMode: "repeat"
Clawdbot will write base64 images to temp files. If imageArg is set, those paths are passed as CLI args. If imageArg is missing, Clawdbot appends the file paths to the prompt (path injection), which is enough for CLIs that auto- load local files from plain paths (Claude Code CLI behavior).

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Inputs / outputs

  • output: "json" (default) tries to parse JSON and extract text + session id.
  • output: "jsonl" parses JSONL streams (Codex CLI --json) and extracts the last agent message plus thread_id when present.
  • output: "text" treats stdout as the final response.
Input modes:
  • input: "arg" (default) passes the prompt as the last CLI arg.
  • input: "stdin" sends the prompt via stdin.
  • If the prompt is very long and maxPromptArgChars is set, stdin is used.

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Defaults (built-in)

Clawdbot ships a default for claude-cli:
  • command: "claude"
  • args: ["-p", "--output-format", "json", "--dangerously-skip-permissions"]
  • modelArg: "--model"
  • systemPromptArg: "--append-system-prompt"
  • sessionArg: "--session-id"
  • systemPromptWhen: "first"
  • sessionMode: "always"
Clawdbot also ships a default for codex-cli:
  • command: "codex"
  • args: ["exec","--json","--color","never","--sandbox","read-only","--skip-git-repo-check"]
  • resumeArgs: ["exec","resume","{sessionId}","--color","never","--sandbox","read-only","--skip-git-repo-check"]
  • output: "jsonl"
  • resumeOutput: "text"
  • modelArg: "--model"
  • imageArg: "--image"
  • sessionMode: "existing"
Override only if needed (common: absolute command path).

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Limitations

  • No Clawdbot tools (the CLI backend never receives tool calls). Some CLIs may still run their own agent tooling.
  • No streaming (CLI output is collected then returned).
  • Structured outputs depend on the CLI’s JSON format.
  • Codex CLI sessions resume via text output (no JSONL), which is less structured than the initial --json run. Clawdbot sessions still work normally.

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Troubleshooting

  • CLI not found: set command to a full path.
  • Wrong model name: use modelAliases to map provider/model → CLI model.
  • No session continuity: ensure sessionArg is set and sessionMode is not none (Codex CLI currently cannot resume with JSON output).
  • Images ignored: set imageArg (and verify CLI supports file paths).