yaojingang
1.9 KiB
1.9 KiB
Frontend Review Description Optimization
Winner: Current
- current tokens:
50 - winner tokens:
50 - baseline tokens:
52
Winner
Review frontend code for accessibility, UI security, missing states, and UX regressions. Use when asked to review React components, run a pre-merge frontend review, or check a11y and unsafe rendering.
Candidate Ranking
| Candidate | Tokens | Dev FP | Dev FN | Dev Near | Holdout FP | Holdout FN |
|---|---|---|---|---|---|---|
Current |
50 | 0 | 3 | 1.0 | 0 | 0 |
Guardrail |
62 | 0 | 3 | 1.0 | 0 | 0 |
Balanced |
64 | 0 | 3 | 1.0 | 0 | 0 |
Artifact Aware |
84 | 0 | 3 | 1.0 | 0 | 0 |
Boundary |
90 | 0 | 3 | 1.0 | 0 | 0 |
Acceptance Gates
| Gate | Winner FP | Winner FN | Current FP | Current FN | Baseline FP | Baseline FN |
|---|---|---|---|---|---|---|
| Holdout | 0 | 0 | 0 | 0 | 0 | 0 |
| Blind Holdout | 0 | 0 | 0 | 0 | 0 | 0 |
| Adversarial Holdout | 0 | 0 | 0 | 0 | 0 | 0 |
Calibration
| Gate | Winner Gap | Winner Risk | Winner Boundary Rate | Current Gap | Baseline Gap |
|---|---|---|---|---|---|
| Holdout | 0.279 | tight | 0.167 | 0.279 | 0.272 |
| Blind Holdout | 0.088 | tight | 0.333 | 0.088 | 0.082 |
| Adversarial Holdout | 0.509 | healthy | 0.0 | 0.509 | 0.519 |
Family Health
| Gate | Winner Clean Families | Winner Weakest Family | Current Clean Families | Baseline Clean Families |
|---|---|---|---|---|
| Holdout | 6/6 | security_and_a11y (0 errors) | 6/6 | 6/6 |
| Blind Holdout | 6/6 | blind_premerge (0 errors) | 6/6 | 6/6 |
| Adversarial Holdout | 6/6 | adversarial_quality_gate_review (0 errors) | 6/6 | 6/6 |
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