openclaude/docs/agent-routing.md

Agent Routing and Step Limits

OpenClaude can route different agents to different models, and custom agents can cap how many tool-use steps they may execute. Both features live in settings and agent frontmatter — no code changes required.

Agent step limits

Custom agents can define maxSteps as a positive integer to cap how many tool-use steps a sub-agent may execute. When the limit is reached, OpenClaude stops additional tool calls and asks the sub-agent for a concise final summary covering completed work, findings, remaining tasks, and whether another run is needed. Omitting maxSteps, or setting it to an invalid value such as 0 or malformed input, preserves the default unlimited behavior.

---
name: bounded-researcher
description: Use for focused research with bounded tool use
maxSteps: 8
---

You are a focused research agent.

Agent routing

OpenClaude can route different agents to different models through settings-based routing. This is useful for cost optimization or splitting work by model strength.

Add to ~/.openclaude.json:

{
  "agentModels": {
    "deepseek-v4-flash": {
      "base_url": "https://api.deepseek.com/v1",
      "api_key": "sk-your-key"
    },
    "zai-default": {
      "model": "glm-5.2",
      "base_url": "https://api.z.ai/api/coding/paas/v4",
      "api_key": "sk-your-key"
    },
    "gpt-4o": {
      "base_url": "https://api.openai.com/v1",
      "api_key": "sk-your-key"
    }
  },
  "agentRouting": {
    "Explore": "deepseek-v4-flash",
    "Plan": "gpt-4o",
    "general-purpose": "gpt-4o",
    "frontend-dev": "zai-default",
    "default": "gpt-4o"
  }
}

When no routing match is found, the global provider remains the fallback.

agentRouting values and explicit Agent tool model overrides match keys in agentModels. By default, that key is also the model string sent to the provider. Set agentModels.<key>.model when you want a local route key such as zai-default to call a different provider model name such as glm-5.2.

Note: /provider changes the global/parent provider for your current session. agentModels and agentRouting are specifically for configuring per-agent provider overrides while keeping the parent session unchanged.

Note: api_key values in settings.json are stored in plaintext. Keep this file private and do not commit it to version control.

Model-only routes (same provider): Omit base_url and api_key to run an agent on a different model using your current provider's endpoint and key — no credential duplication:

{
  "agentModels": {
    "mini": { "model": "gpt-5-mini" }
  },
  "agentRouting": {
    "verification": "mini"
  }
}

Built-in agents are routable by their type name. Useful keys: verification (the read-only auditor that runs before completion), Explore, and Plan. For example, "agentRouting": { "verification": "mini" } runs the verifier on gpt-5-mini while your main session stays on its model. Absent any entry, the verifier inherits the main-loop model.

GitHub Copilot sub-agent optimization

When CLAUDE_CODE_USE_GITHUB=1, OpenClaude serializes sub-agent execution to reduce GitHub Copilot Premium Request consumption. Default behavior is GITHUB_COPILOT_MAX_SUBAGENTS=1 (synchronous, one sub-agent at a time). Tuning vars (all optional):

Var	Effect
GITHUB_COPILOT_MAX_SUBAGENTS=0	Suppress sub-agents entirely (sub-agents throw an error).
GITHUB_COPILOT_MAX_SUBAGENTS=1	Force synchronous execution. Default.
GITHUB_COPILOT_MAX_SUBAGENTS=2..10	Parsed/clamped but not enforced differently from =1 (any positive cap = synchronous).
GITHUB_COPILOT_ALLOW_SUBAGENTS=1	Re-enable parallel/background sub-agents, overriding the cap.
GITHUB_COPILOT_FORCE_SYNC_SUBAGENTS=1	Force synchronous execution regardless of cap.
GITHUB_COPILOT_OPTIMIZATION_DISABLED=1	Disable all of the above; sub-agents run as before this feature.

The is_async field reported in the tengu_agent_tool_selected event and the agent metadata reflects the final execution mode (i.e., false when synchronous is forced). See .env.example for the full descriptions.

For best results, use models with strong tool/function calling support.