Reconstruct recent repository behavior from real GitHub signals.
REPOSITORY OBSERVATORY ● LIVE SIGNAL
Read the hidden
physics of code.
A scientific intelligence layer for GitHub repositories. RepoScope reconstructs activity, ownership, maintenance pressure and engineering risk into one living system map.
CALIBRATION TARGETS
01Health fieldExplainable 0–100 system score
02Ownership gravityBus factor + concentration risk
03Flow velocityCommits, issues and PR dynamics
STRUCTURAL HEALTH✦CONTRIBUTOR GRAVITY✦MAINTENANCE PRESSURE✦CODE FLOW✦RISK VECTORS✦STRUCTURAL HEALTH
THE SCIENCE LAYERNot another dashboard.
Not another dashboard.
A system model.
Quantify resilience, velocity, ownership concentration and hygiene.
Translate the measurements into visible engineering risk and next actions.
CONTROL EXPERIMENT ●
Place two codebases in the same field.
Benchmark resilience, activity and maintenance pressure side by side.
SYSTEM ARCHITECTURE ●
Four layers. One observatory.
GitHub REST API, pagination, authentication, rate-limit handling and TTL caching.
Activity, issue/PR hygiene, contributor concentration and health scoring.
Explainable alerts, smart diagnosis and an optional LLM analyst.
FastAPI + Docker with CI and multi-platform deployment support.