Stars lie. Health doesn't.
GitHub stars are a vanity metric. A tool with 50k stars and zero commits in 18 months is a liability waiting to happen. A tool with 800 stars, daily commits, and a four-hour issue response time is a hidden gem your competitors haven't found yet.
The BizOps Score combines six signals to capture current health and momentum — not historical hype. Every score is recomputed weekly from fresh GitHub data.
Six signals, one number.
All raw signals are normalised to [0, 1] within each weekly batch using min-max scaling. Scores are relative — a tool is ranked against its peers discovered that week.
| Signal | Weight | What it measures |
|---|---|---|
| stars_norm | ×0.20 | Total GitHub stars, normalised against batch. Proxy for community trust and longevity. |
| fork_velocity | ×0.20 | New forks in the last 30 days, normalised. Measures active adoption momentum. |
| commit_recency | ×0.25 | Exponential decay from last commit date. 1.0 today → 0.5 at 21 days → near 0 at 90 days. Highest weight — an unmaintained tool is an operational risk. |
| issue_response | ×0.15 | Exponential decay from average hours to first issue response. Measures maintainer responsiveness. |
| ci_status | ×0.10 | 1.0 if the latest CI run passes; 0.3 if failing or absent. Measures build health. |
| contributors_norm | ×0.10 | Total contributor count, normalised. A larger contributor base means lower bus-factor risk. |
Final score = sum of weighted signals × 100, rounded to nearest integer.
nocodb, this week.
What the score doesn't measure.
The BizOps Score measures project health and momentum — not product quality. It does not evaluate UI/UX design, documentation quality, feature completeness, pricing of hosted versions, or suitability for your specific context.
Always read the README and run a demo before adopting any tool in production. The score tells you a tool is alive and loved — your team tells you if it's right for you.
Public data only. Always.
All data is fetched from the GitHub REST API v3 using public endpoints only. The bot runs daily via GitHub Actions. Data is cached in trending.json and refreshed every 6 hours. No scraped data. No third-party enrichment providers. No editorial decisions.
Version history.
Suggest an improvement.
If you believe a signal is missing or a weight is miscalibrated, reply to any newsletter edition with your suggestion and supporting data. Significant changes to the formula will be documented here with a version bump. We take methodology seriously — it's the only thing standing between you and a ranked list of abandoned repos.