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 accelerating — star growth is speeding up by +4.1/day (91st percentile in the tracked cohort), on top of +46.6 stars/day. A recent release is helping fuel the run.
Star acceleration +4.1/day (91th pctl)Star velocity +46.6/day (91th pctl)Fork velocity +4.6/day (86th pctl)New release published
Figures drawn only from Breakwave data
Breakout forecast14-day horizon
88%breakout probability
Confidence100%
Momentum80Momentum 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 acceleration91pctl
Star velocity91pctl
Fork velocity86pctl
Contributor growth36pctl
Push recency38pctl
Stars
16.6k
Forks
1.4k
Watchers
27
Open issues
56
★ / day
+46.6
trailing 7d
Acceleration
+4.1
▲ velocity
Star growth over time
Reconstructed from 237 snapshots — the time-series GitHub’s API doesn’t expose.
Latest events
- Fork activity spikeSep 23, 2026
~18 forks/day, 4.5× the trailing baseline.
- New release publishedSep 18, 2026
Release count rose to 45.
- Fork activity spikeSep 18, 2026
~11 forks/day, 21.2× the trailing baseline.
Add this to your README
Live score, refreshed every 6 hours. Links back to this page.
[](https://breakwave.vercel.app/repo/wanshuiyin/Auto-claude-code-research-in-sleep)