

Context & Critique SI Library™
Leverage AI using a Library of System Instructions (SI).
A discipline of AI interaction: you commission work with deliberate context, then apply your thoughtful critique before you trust the output.
Context & Critique SI Library™ runs a repeatable cognitive loop.
Context → Draft → Critique → Revise
A loop is not a productivity cadence. It’s how you slow down and think when AI is persuasive. The Library turns the loop into something portable by separating two layers:
1) Core SI (the operating system)
Stable behaviours: the loop runs, the user owns decisions, the AI must not invent facts or sources, and it adapts to a few human levers.
2) Module Cards (the plugins)
Reusable instructions for predictable behaviour across use-cases (decision support, lesson design, memos, project initiation, and more).
Where this goes next: The Library is designed to evolve. New Module Cards will be added over time as use-cases emerge across classrooms, boardrooms, creative work, programs, and personal decision-making.
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This website is the Copyright of Greg Twemlow 2025

