wanshuiyin/Auto-claude-code-research-in-sleep
ARIS ⚔️ (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.
17.5k stars · 1.5k forks · Python
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 74% of human commits in the last year, so the project depends on them continuing. (source 1, source 2)
What would change this
- A second person takes a substantial share of commits.
- Partly checked: maintenance (Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.)
Maintenance
PartialSlowing
- Human commits, 30 days
- 55
- Human commits, 90 days
- 151
- Human commits, 365 days
- 1.2k
- Bot share of commits, 365 days
- 0%
- Last commit
- Oct 7, 2026 (7 days ago)
- Last human commit
- Oct 7, 2026 (7 days ago)
- Authors, 90 days
- 20
- Last release
- Sep 28, 2026 (16 days ago)
- Median PR merge time
- 2 hours
Responsiveness: of 25 recent issues, 64% got a maintainer reply. Median first response: 34 hours.
- Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Personal account
- Commits sampled
- 500 since Oct 14, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 3
- Contributors
- 84
Top committers
- wanshuiyin: 74% of commits
- Ruofeng Yang: 5% of commits
- Functionhx: 4% of commits
- 3mom3: 2% of commits
- jimpablo: 2% of commits
- Shares come from the newest sampled commits, since the commit sample is capped.
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence medium
Bursts
- Aug 25, 2026 to Aug 25, 2026: about 66 more stars than usual, peak 110 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- MIT (OSI-approved)
- A year ago
- Not known
Packages
No published packages found.
Sources: GitHub: wanshuiyin/Auto-claude-code-research-in-sleep
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/wanshuiyin/Auto-claude-code-research-in-sleep)Earlier verdicts
- Oct 14, 2026: Caution
- Oct 14, 2026: Caution