Add engagement scoring #14
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Engagement scores for PR reviewers based on reliability and speed
The engagement score combines two metrics with equal weighting (50% each):
1. Reliability Score (0-100%): Measures the percentage of assigned PRs
where the reviewer actually engaged (commented, reviewed, or approved)
versus total PRs assigned to them.
2. Speed Score (0-100%): Evaluates how quickly reviewers respond after
being assigned. Uses median response time across all their assignments:
- 100 points: Response within 2 days (target)
- 0 points: Response takes 30+ days (worst threshold)
- Linear interpolation: Scores between 0-100 for response times
between 2-30 days
Response times exclude weekends (Saturday/Sunday) to avoid penalizing
reviewers for not working outside business days.
Final engagement score = (0.5 × reliability) + (0.5 × speed)
Users with no assignments or engagement history receive null scores.
Signed-off-by: Benjamin Cabé <[email protected]>
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The engagement score combines two metrics with equal weighting (50% each - we can discuss tweaking all the parameters of course)
Reliability Score (0-100%): Measures the percentage of assigned PRs where the reviewer actually engaged (commented, reviewed, ...) versus total PRs assigned to them.
Speed Score (0-100%): Evaluates how quickly reviewers respond after being assigned. Uses median response time across all their assignments, score ranging from:
Response times exclude weekends / only counts business days (GMT)
Final engagement score = (0.5 × reliability) + (0.5 × speed)