mirror of
https://github.com/lancedb/lancedb.git
synced 2026-07-03 11:00:40 +00:00
Agents seemed to have trouble finding the right calls to work with branches (create, list, delete) and passing the right params to get it to work. We probably don't need a big skill to get it on the right track but a little nudge seems helpful. Doing a couple simple tasks, it saved about half the time and tokens, so feels worthwhile. Created with the Claude skills creator, hence the "skill.md in a bare folder" organization - happy to move it if that's not the standard anymore. ``` Benchmark results (3 evals, with-skill vs baseline): ┌────────────────┬────────────┬────────────────────┐ │ Metric │ With skill │ Without skill │ ├────────────────┼────────────┼────────────────────┤ │ Pass rate │ 3/3 (100%) │ 3/3 (100%) │ ├────────────────┼────────────┼────────────────────┤ │ Avg time │ 51s │ 142s (2.8× slower) │ ├────────────────┼────────────┼────────────────────┤ │ Avg tokens │ 19,305 │ 36,513 (47% more) │ ├────────────────┼────────────┼────────────────────┤ │ Avg tool calls │ 5.7 │ 26 (4.5× more) │ └────────────────┴────────────┴────────────────────┘ ```