wanshuiyin/Auto-claude-code-research-in-sleep star history
PythonARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
Why it’s trending
wanshuiyin/Auto-claude-code-research-in-sleep is drawing steady momentum at +58.6 stars/day (92nd percentile in the tracked cohort), for a momentum score of 80.5/100. A recent release is helping fuel the run.
Star acceleration +4.6/day (89th pctl)Star velocity +58.6/day (92th pctl)Fork velocity +3.1/day (81th pctl)New release published
Figures drawn only from Repoclimb data
Breakout forecast14-day horizon
88%breakout probability
Confidence100%
Momentum81Momentum 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 acceleration89pctl
Star velocity92pctl
Fork velocity81pctl
Contributor growth37pctl
Push recency61pctl
Stars
18.5k
Forks
1.5k
Watchers
26
Open issues
57
★ / day
+58.6
trailing 7d
Acceleration
+4.6
▲ velocity
Star growth over time
Reconstructed from 269 snapshots — the time-series GitHub’s API doesn’t expose.
Latest events
- Fork activity spikeOct 17, 2026
~68 forks/day, 7.5× the trailing baseline.
- Fork activity spikeOct 17, 2026
~26 forks/day, 4.5× the trailing baseline.
- Fork activity spikeOct 15, 2026
~11 forks/day, 3.1× the trailing baseline.
Add this to your README
Live score, refreshed every 6 hours. Links back to this page.
[](https://repoclimb.com/repo/wanshuiyin/Auto-claude-code-research-in-sleep)