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Builds and applies user preference profiles across sessions. Use to personal ize responses or user says my preferences, remember how I like.
Passed 17 of 24 test cases with the skill, and 9 of 24 without it.
and 8 more in the full report
9 fixed8 passed either way6 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
For all future database migration scripts in our PostgreSQL project, please remember how I like output structured: produce raw JSON containing tables, columns, and action fields instead of freeform Markdown prose. Update my profile accordingly.
| Checked | Without skill | With skill |
|---|---|---|
| Extracts JSON formatting preference. | Passed | Passed |
| Saves JSON output preference to persistent-memory-bridge. | Missed | Passed |
The instructions your model reads when the skill loads.
persistent-memory-bridgesemantic-memory-manager| Failure | Response |
|---|---|
| Conflicting prefs | Ask user to resolve. |
Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.
test cases passed, vs 9 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.