python
Deterministic capabilities with a strict request contract
A complete Python module that validates model output as data, then runs approved normal code for calculator, email syntax, and mock support-ticket requests.
Snippets
python
Complete, checked snippets in this language.
python
Host-owned routing for direct and MCP execution
A complete Python unit that maps validated domain intent to approved direct functions or approved MCP tool names.
python
Thin MCP server adapters over deterministic Python tools
A complete MCP server module that exposes approved deterministic capabilities without moving business logic into the MCP layer.
python
Local Ollama intent extractor with schema output
A complete Python unit that asks local Ollama for one JSON intent object, then validates the result before execution can happen.