← Claude Context Optimizer
How Claude Context Optimizer scored a C.
Public-signal score, discounted for bought-star and bot-stargazer patterns — not a user rating. How scores are calculated.
01 / Breakdown
Derived from GitHub, not voted.
C
58/100
GitHub credibility score
- ✓ Contributors & bus-factor — 3 recent contributors — concentrated
- ✓ Commit recency — last commit 15d ago
- ✓ Commit cadence — 52 commits in 90 days
- ✓ Issue close ratio — 31% of issues closed
- ✓ Release cadence — 14 releases in 12 months
- ✓ Stars (log-damped) — 79 stars (log-damped)
- ✓ Star authenticity — organic star growth — no velocity anomaly
- ✓ Engagement-to-star ratio — engagement check skipped — low star count
| Quality signal | Measured | Weight | Points |
|---|---|---|---|
| Contributors & bus-factor | 3 recent contributors — concentrated | 20% | +0 |
| Commit recency | last commit 15d ago | 20% | +19 |
| Commit cadence | 52 commits in 90 days | 15% | +12 |
| Issue close ratio | 31% of issues closed | 15% | +5 |
| Release cadence | 14 releases in 12 months | 15% | +15 |
| Stars (log-damped) | 79 stars (log-damped) | 15% | +7 |
| Quality subtotal (Q) | 100% | 58 | |
Authenticity multiplier (A)
× 1.00- ✓ Star authenticity — organic star growth — no velocity anomaly
- ✓ Engagement-to-star ratio — engagement check skipped — low star count
Quality 58 × authenticity 1.00 = 58/100
Quality signals add up to the subtotal; the authenticity multiplier then discounts bought-star / bot-stargazer patterns. How scores are calculated.