yaojingang
1017 B
1017 B
Root Description Optimization
Winner: Current
- current tokens:
65 - winner tokens:
65 - baseline tokens:
8
Winner
Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.
Candidate Ranking
| Candidate | Tokens | Dev FP | Dev FN | Dev Near | Holdout FP | Holdout FN |
|---|---|---|---|---|---|---|
Current |
65 | 0 | 0 | 1.0 | 0 | 0 |
Minimal |
41 | 2 | 1 | 0.857 | 0 | 0 |
Balanced |
54 | 2 | 1 | 0.857 | 0 | 0 |
Artifact Aware |
72 | 2 | 1 | 0.857 | 0 | 0 |
Boundary |
78 | 2 | 1 | 0.857 | 0 | 0 |
Guardrail |
50 | 5 | 1 | 0.429 | 2 | 0 |
Selection Logic
Ordered by:
- fewest false positives
- fewest false negatives
- highest near-neighbor pass rate
- highest negative pass rate
- highest precision
- highest recall
- shortest description