Python
chunxiaoxx/nautilus-compass
Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform
★ 1.3k
Stars
35 forks · 33 open issues
+2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
26.1
Momentum / 100
see the breakdown below
6mo ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 2.1 | +2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 9.0 | 1.3k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 26.1 | sum of the above |
Detail
| Topics | a2aagent-memoryagentic-aibenchmarkclaude-codecross-agentevaluationllmllm-as-judgelocal-firstlong-term-memorymcpmemory-layernautilusragverification |
| Matched on | AI Agents (agentic-ai) RAG (rag) |
| Short window | +2 stars over 7 days = 0.3/day |
| Long window | +-4 stars over 26 days = -0.2/day |
| Lifetime average | 6.55 stars/day over 192 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |