Warm Instance Calculator
Three inputs. One score. One action. A warm instance is not broken — it is just not independent. Know what you are working with.
1. Approximate words exchanged
Total volume of the conversation so far — your messages plus the AI's combined.
2. How many times has the AI validated your work?
Count phrases like "that's a great point", "you're on the right track", "exactly", "good" used as openers.
3. How many claims did you accept without challenge?
Statistics, percentages, quality assessments — anything the AI stated with confidence that you did not Source Challenge.
Session Warmth
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Set your values
What this meansAdjust the sliders to calculate your session warmth score.
Warmth Analysis
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Words (volume)
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Validations
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Unchallenged
Session HistoryClear