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nautilus-compass-memory

Local-first long-term memory for AI agents via MCP — zero LLM calls at write time, typed retrieval at read time.

Skill by chunxiaoxx

IndexedNOASSERTION★ 1,254
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/chunxiaoxx-nautilus-compass-memory

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Local-first long-term memory for AI agents via MCP — zero LLM calls at write time, typed retrieval at read time. Use when session decisions and pitfalls should survive across days, when multiple agents or dialogs share facts on the same filesystem, or when you want drift detection so past mistakes don't repeat. Verified claims only — every published number ships as a byte-recomputable, ed25519-signed evidence pack.

Use cases: ml, writing, agent-building, agent-memory

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/nautilus-compass-memory

What's inside

Skill name
nautilus-compass-memory
Description
Local-first long-term memory for AI agents via MCP — zero LLM calls at write time, typed retrieval at read time. Use when session decisions and pitfalls should survive across days, when multiple agents or dialogs share facts on the same filesystem, or when you want drift detection so past mistakes don't repeat. Verified claims only — every published number ships as a byte-recomputable, ed25519-signed evidence pack.
License
NOASSERTION
Instructions
158 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • SKILL.zh-CN.md

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from chunxiaoxx/nautilus-compass

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    Featured in

    Signals

    Stars
    1,254
    Forks
    35
    Open issues
    22
    Contributors
    5
    Last commit (this folder)
    Sep 16, 2026 (1 month ago)
    Last release
    Oct 4, 2026 (23 days ago)

    From GitHub (fetched Oct 24, 2026).

    Details

    License
    NOASSERTION
    Repository
    github.com/chunxiaoxx/nautilus-compass
    Website
    compass.nautilus.social
    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026
    Source
    GitHubgithub-graphql

    More from chunxiaoxx

    Cite this page

    nautilus-compass-memory skill. Agent Mart. https://agentmart.dev/skills/chunxiaoxx-nautilus-compass-memory (last updated 2026-10-24)