The author describes a system of six "hooks" designed to enforce specific rules and patterns when using Claude for content creation. These hooks act as pre- or post-execution scripts that run before or after a tool call, ensuring consistency and preventing errors that might be missed by Claude's memory alone. A key hook is the brand-check, which scans outgoing text for forbidden words, incorrect formatting (like currency symbols or em dashes), and legally sensitive phrases, preventing costly mistakes and ensuring adherence to specific style guides. AI
IMPACT This technique offers a method for users to enforce custom rules and prevent errors when using LLMs for content generation.
RANK_REASON The cluster describes a user-developed tool/technique for using an existing AI model, not a new release or core research.
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