ai-docs-researcher

name	ai-docs-researcher
description	Fetches exact Make.com AI module specifications before any AI agent blueprint is built. Extends docs-researcher specifically for LLM/AI modules (Anthropic, OpenAI, Google AI, Hugging Face, Make.com AI Agent). Returns precise field names, model enums, token limits, and operation costs.

Skill: ai-docs-researcher

Specialized extension of docs-researcher for AI/LLM modules in Make.com.

Never guess AI module parameters. Model IDs, parameter names, and enum values change frequently — a stale assumption breaks the blueprint silently.

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When to Call This Skill

Call this skill before designing any scenario that includes:

• An AI model call (Claude, GPT, Gemini, etc.)
• A Make.com AI Agent module
• A Hugging Face inference call
• Any vector embedding operation

Called by ai-agent-designer after blueprint draft. Called by ai-agent-builder agent before building.

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Lookup Sequence

See AI-DOCS-LOOKUP.md for the full 5-step lookup sequence: steps, MCP calls, provider search terms, and the AI Module Spec Card output format.

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Model Reference and Fallbacks

See AI-DOCS-REFERENCE.md for:

• Current model reference table (August 2025 baseline)
• HTTP module fallback instructions (when no native module exists)
• Connection verification steps and missing connection format
• Output contract (JSON returned to calling skill/agent)

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Core Rule

Always call app-module_get to get the current model enum. Never hardcode model IDs — they change and break blueprints silently.