| 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.
