← Coding agents & IDE assistants

nautilus-compass

Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform

AgentPick Score 61/100#432 in Coding agents & IDE assistants★ 1.3k GitHub starsUpdated 14 Oct 2026Python

Ranked by AgentPick Score, our data score from public GitHub activity. Description is the project's own.

Topics: a2a, agent-memory, agentic-ai, benchmark, claude-code, cross-agent, evaluation, llm, llm-as-judge, local-first, long-term-memory, mcp

Starter prompt

Using nautilus-compass, in a throwaway branch: add a unit test for [function] covering [edge case]. Don't change production code. Show me the diff and the test output.
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