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The Abigail API is designed for consumption by AI agents (OpenClaw, custom LLM workflows). Every error response includes an agent_suggestion field with specific, actionable guidance that an agent can follow without human intervention.

Error response format

Fields

Error codes

Agent implementation pattern

The agent_suggestion text is written so that an LLM agent can include it directly in a response to the user.