Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Use when recording, recalling, listing, showing, removing, clearing, or running reindex for verified/failed SQL and domain notes.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 239% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -23% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -64% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -61% | 0% |
Use memory after a query succeeds or fails, or when past verified SQL can help answer a new question.
bashmcs memory recall "keyword" mcs memory verify --question Q --sql '<SQL>' --tables T1,T2 mcs memory fail --question Q --sql '<SQL>' --error-msg '<msg>' --remediation '<fix>' mcs memory note 'domain note' mcs memory list mcs memory show ID mcs memory remove ID mcs memory reindex
For multi-source profiles, pass FQN table names in --tables when a bare table name is ambiguous.
See references/memory.md.
Other measured skills in the registry, with their headline benchmark lift.