Tool profile

wanshuiyin/Auto-claude-code-research-in-sleep

stable

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.

ai-researchai-toolsarisautonomous-agentclaudeclaude-codeclaude-code-skillscodex

Velocity score

1.69/ 10

[STARS]

8.6k

[FORKS]

808

[CONTRIBUTORS]

[LAST_COMMIT]

3d ago

OPEN_ON_GITHUB

30-day stars

1.69/ 10 score

last 33d

[SIGNAL_TRACE / 33_PT]

Score breakdown

760/ 1000

mcp · wanshuiyin/Auto-claude-code-research-in-sleep

Velocity50%

Adoption30%

Maintenance15%

Community5%

[CODE_GROWTH]

948

[INSTALL_VEL]

500

[ACTIVITY]

573

[COMMUNITY_SIGNAL]

1000

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).