model-gateway-mcp

name	model-gateway-mcp
description	Use when a task would benefit from a secondary model call through the local MCP tool lane, especially for Hugging Face or OpenAI-compatible inference, decompilation cleanup, classification, or comparing competing interpretations.

Model Gateway MCP

Use this skill when the workflow should call a non-default model through MCP rather than relying only on the main agent model.

Tool Surface

• listAltModelBackends()
• generateWithAltModel(...)
• classifyWithAltModel(...)
• compareModelOutputs(...)
• recoverDecompilationWithAltModel(...)

Best-Fit Tasks

• Decompiler cleanup and source-like rewriting from deterministic Ghidra output
• Better naming or type hypotheses for a decompiled snippet
• Malware-family or style classification
• Comparing two candidate explanations or reports
• Getting a second opinion from an open-weight or specialized model

Guidance

• Prefer deterministic tools first for facts.
• Use the alternate model as an advisory assistant, not as the primary evidence source.
• If the alternate model suggests names or types, validate them against imports, strings, xrefs, disassembly, decompilation, and call patterns before presenting them as findings or queueing edits.
• recoverDecompilationWithAltModel(...) is the best fit when the task resembles neural decompilation or type/name recovery work.