Connection
Base URL, credentials and a reachable server.
AI coding workspace
Prompt token budgets
Context space is a constraint to make visible. ModelTrim is a Windows AI coding workspace for reviewing request assembly, input estimates and response reserves in your own project; the chosen endpoint still sets its limits.
● ● ●ModelTrim●
A concrete starting point · Prompt token budgets ×
const availableInput = contextLimit - outputReserve;
if (inputTokens > availableInput) return reduceContext();
return sendWithinBudget();✳Reserve response tokens before assembling a model request.
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Illustrative workspace
Project
Test a prompt exactly at the remaining limit and stop when the reserve exceeds the context window.
Review before applying
Compare actual behavior with the expected result. If a check fails, investigate it before applying more changes.
A concrete starting point
const availableInput = contextLimit - outputReserve;
if (inputTokens > availableInput) return reduceContext();
return sendWithinBudget();