DOCUMENTATION_LOG
WHAT IS AN AI AGENT SKILL MANIFEST?
A Skill Manifest defines the contract between an LLM and an external API. It specifies the function name, description, parameters, and data types required for the AI Agent to make successful API calls.
HOW TO CONVERT API DOCS TO OPENAI FUNCTION CALLING FORMAT?
Map your API endpoint parameters to the schema: enter the function name, provide a clear description, add each parameter with its type (string, number, boolean), and define parameter descriptions. The tool automatically generates valid OpenAI format.
WHY DO AI AGENTS NEED STRUCTURED TOOL DEFINITIONS?
Structured tool definitions enable reliable and deterministic execution. They provide LLMs with explicit guidance on available functions, parameter requirements, and expected outputs, reducing hallucinations and improving API call accuracy.
DOES SKILLMANIFEST SUPPORT CLAUDE 3.5 TOOL USE?
Yes, SkillManifest generates both OpenAI Function Calling format and Anthropic Tool Use format, fully compatible with Claude 3.5 Sonnet and Opus models.
HOW TO MONETIZE AI AGENT SKILLS?
Monetize through x402 and the emerging Agentic Economy. Package specialized API skills as marketplace offerings, implement usage-based pricing, or integrate premium tools into agent workflows for enterprise clients.