Store what changes behavior
Decide memory kinds from product evidence. Enforce a never-store list in extraction code, not only in docs.
Premium skill
Evidence-based write path, budgeted recall injection, decay, user-visible deletion, and recall-quality evals. Remember users without becoming a privacy or prompt-injection disaster.
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Decide memory kinds from product evidence. Enforce a never-store list in extraction code, not only in docs.
Inject memories under a fixed token budget, labeled as remembered data. Never as instructions.
Wipe propagates to embeddings and summaries. An eval proves recall fails after delete.
Remember/recall, isolation, budget, and post-delete cases. Live personalization graders stay opt-in.
The skill pairs with Better Chat UI for injection placement and Build AI SDK Agent Evals for dataset and scorer conventions.
A support agent that remembers account preferences across sessions.
A coach that keeps standing instructions without treating memory as system prompts.
A settings page where users list, edit, export, and wipe what the agent knows.
An agent that recalls stale facts: diagnose write path, ranking, and decay with metrics.
Available with Premium. The private install link expires; the downloaded skill does not. Generate a fresh link when you want to update it.
Lifecycle skills and UI craft skills