How to Improve Secrets AI Memory Quality

Quick answer: Share durable facts clearly, verify that they appear in the Memory panel, promote only core facts, remove duplicates, and keep unrelated storylines in separate memory scopes. Better memory starts with cleaner information, not with repeating the same fact in every message.

Decide whether a fact should be long-term

Good memory candidates are stable preferences, identity details, important relationships, goals, and lasting experiences. Temporary clothing, a one-scene location, or a minor joke may belong only in recent chat context. Saving every temporary detail can make the panel harder to review and can create conflicts with later scenes.

State the fact in a form that can be saved

Use a direct sentence with one meaning. “Remember that I prefer concise answers during work chats” is easier to manage than a paragraph containing several unrelated preferences. The official documentation says special commands are not required, but explicit wording can make the intended fact clearer.

Verify saving instead of assuming

Open the Memory panel and confirm that the item exists. Check the category and importance. If the companion says it will remember something but no item appears, that is a saving issue rather than a recall issue.

Maintain the memory set

1. Promote essential identity or relationship facts to HIGH.
2. Keep supporting preferences at MEDIUM or LOW.
3. Remove duplicate versions of the same fact.
4. Correct or delete outdated information.
5. Check that Smart Mode is enabled in the chats where you expect deeper recall.

Separate storylines before they conflict

Use private memory for a one-off scenario and a shared Memory Group for chats that should carry the same identity and relationship. The private-versus-shared memory-scope workflow shows how to choose the scope. A Persona can also keep your own identity stable without storing every profile detail as a memory.

Know when the issue is no longer a guide question

If the memory is missing from the panel, follow the checks for a fact that never appears in the Memory panel. If it exists but is ignored, follow the checks for a saved fact that is not recalled. For wrong or duplicate entries, follow the steps for removing duplicate or incorrect saved memories.

SecretOpedia’s Secrets AI memory-quality resources connect memory with Personas, chats, and groups. The Secrets AI review covering memory continuity and plan differences explains how these features affect the wider experience.

Use the Persona workflow for baseline user identity for information that defines who you are before a conversation begins. This keeps baseline identity separate from memories learned during chat and reduces the number of duplicate profile facts competing for importance.

After a correction, ask a neutral follow-up later instead of immediately asking the companion to repeat the updated fact. This gives you a more realistic recall test. If the old value returns, inspect the panel for duplicate or conflicting entries before adding the fact again.

Review memory after major storyline changes rather than after every message. Remove obsolete entries only when you understand their scope, and rewrite vague items into one clear fact. This keeps the panel usable without turning it into a full transcript. Important context should be specific enough to recall but broad enough to remain useful in later scenes.

Sources checked 2026-07-12: Memory System, Multiple Chats, Personas, Changelog.