Pure context-extraction functions for AI features.
FC/IS rule: file I/O happens in the caller (shell layer). These functions receive already-read content as strings/maps and transform it into context strings for prompt building.
Pure context-extraction functions for AI features. FC/IS rule: file I/O happens in the caller (shell layer). These functions receive already-read content as strings/maps and transform it into context strings for prompt building.
Pure response-parsing functions for AI outputs.
FC/IS rule: no I/O here — receives raw AI response strings, returns parsed data or error maps.
Pure response-parsing functions for AI outputs. FC/IS rule: no I/O here — receives raw AI response strings, returns parsed data or error maps.
Pure prompt-building functions for AI features.
FC/IS rule: no I/O, no logging, no exceptions here. All functions are pure transformations from data to prompt strings/messages.
Pure prompt-building functions for AI features. FC/IS rule: no I/O, no logging, no exceptions here. All functions are pure transformations from data to prompt strings/messages.
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