Context Selection on IntraSkill-Bench full 1,975 queries
82.23Sufficiency (%)Full-document prompt
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Full-document prompt2026.05 | 82.23 | 80.51 | 57.43 | — | |
| Naive chunk + MMR2026.05 | 81.77 | 80.05 | 7.09 | 28.81 | |
| SkillPager2026.05 | 78.89 | 77.01 | 24.68 | 47.04 | |
| Greedy graph2026.05 | 66.73 | 64.66 | 21.59 | 45.1 | |
| Top-k + dependency2026.05 | 57.85 | 55.65 | 14.8 | 36 |