# Good Egg Validation Report

Generated: 2026-02-09T19:20:01.986150

Total authors scored: **6**

## Score Distribution
- Mean: 0.4622
- Std Dev: 0.4632
- CV: 1.0022
- Range: [0.0000, 0.9681]

## Trust Level Distribution
| Level | Count | Percentage |
|-------|-------|------------|
| HIGH | 3 | 50.0% |
| UNKNOWN | 3 | 50.0% |

## Correlations with Score
| Factor | Pearson r |
|--------|-----------|
| Account Age | 0.8749 |
| Merged Prs | 0.9978 |
| Unique Repos | 0.8109 |

## Language Match Impact
- With language match (n=3): mean = 0.9244
- Without language match (n=3): mean = 0.0000
- Difference: +0.9244

## Per-Repository Breakdown
| Repository | Count | Mean | Min | Max |
|-----------|-------|------|-----|-----|
| block/goose | 3 | 0.6359 | 0.0000 | 0.9681 |
| langchain-ai/langchain | 3 | 0.2885 | 0.0000 | 0.8655 |

## Surprising Low Scores
None found - no users with >10 PRs scored LOW.

## Methodology Quality Indicators
- Score spread: GOOD (CV > 0.3, scores are well-differentiated)
- Level balance: NEEDS REVIEW (missing HIGH or LOW levels)

## Individual Results
| Login | Repo | Score | Level | PRs | Repos | Age (d) | Lang Match |
|-------|------|-------|-------|-----|-------|---------|------------|
| codefromthecrypt | block/goose | 0.9681 | HIGH | 500 | 65 | 6173 | Yes |
| michaelneale | block/goose | 0.9396 | HIGH | 500 | 33 | 6438 | Yes |
| ccurme | langchain-ai/langchain | 0.8655 | HIGH | 500 | 13 | 3248 | Yes |
| Nitin75408 | langchain-ai/langchain | 0.0000 | UNKNOWN | 0 | 0 | 1167 | No |
| Leeaoyin | langchain-ai/langchain | 0.0000 | UNKNOWN | 0 | 0 | 2458 | No |
| zanesq | block/goose | 0.0000 | UNKNOWN | 0 | 0 | 1889 | No |
