Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
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.
Best matched with other agent tools.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Best matched with other agent tools.
ECC has the larger GitHub footprint with 272.5K stars.
ECC is currently growing faster at +52.6K stars this week.
ECC has the stronger automated maintenance signal at 93/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Auto Claude Code Research In Sleep | ECC |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:18 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 14.5K | 272.5K |
| Weekly growth | +5.6K | +52.6K |
| Health score | Strong92/100 | Strong93/100 |
| Contributors | 85 | 295 |
| Commits per week | 29.7 | 62.2 |
| Open issues | 58 | 105 |
| Language | Python | JavaScript |
| License | MIT | MIT |
| Last commit | 2026-08-09 15:36 UTC | 2026-10-02 02:01 UTC |
| Last release | v0.4.24 | v2.0.0 |
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