ray-r-ren/agent-apprenticeship star history
PythonThe living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.
Why it’s trending
ray-r-ren/agent-apprenticeship is accelerating — star growth is speeding up by +2.1/day (82nd percentile in the tracked cohort), on top of +0.1 stars/day.
Star acceleration +2.1/day (82th pctl)Star velocity +0.1/day (13th pctl)
Figures drawn only from Repoclimb data
Breakout forecast14-day horizon
34%breakout probability
Confidence100%
Low breakout odds over the next 14 days, led by star acceleration (82th pctl) and momentum score (52th pctl). Confidence is high given the available history.
Transparent heuristic · logged for model training
Momentum52Momentum Score (0–100): how fast this repo is accelerating compared with every other tracked repo — not how big it is.
Why it ranks here
Star acceleration82pctl
Star velocity13pctl
Fork velocity20pctl
Contributor growth37pctl
Push recency31pctl
Stars
1.6k
Forks
59
Watchers
28
Open issues
0
★ / day
+0.1
trailing 7d
Acceleration
+2.1
▲ velocity
Star growth over time
Reconstructed from 182 snapshots — the time-series GitHub’s API doesn’t expose.
Latest events
- Fork activity spikeOct 17, 2026
~11 forks/day, 15.8× the trailing baseline.
Add this to your README
Live score, refreshed every 6 hours. Links back to this page.
[](https://repoclimb.com/repo/ray-r-ren/agent-apprenticeship)