nautilus-compass-memory

nautilus-compass-memory is a skill for Claude Code from chunxiaoxx/nautilus-compass. It costs 90 tokens per session (2,189 once invoked), scanned B, original, no licence file.

A local, long-term memory system for AI agents that stores facts on disk and retrieves typed information through MCP.

In plain words
What is it for?
It is for retaining session decisions, sharing facts between agents or conversations, and detecting when old information may have drifted.
Why use it?
It lets decisions and known problems survive across sessions and be shared by agents using the same filesystem, without making a language-model call when saving.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the nautilus-compass plugin — 10 skills, 5 commands, 1 MCP server shipped together

Good fit It is for retaining session decisions, sharing facts between agents or conversations, and detecting when old information may have drifted.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/chunxiaoxx/nautilus-compass/nautilus-compass-memory
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add chunxiaoxx/nautilus-compass --skill nautilus-compass-memory
Clone the repo
git clone --depth 1 https://github.com/chunxiaoxx/nautilus-compass

Made for: Claude Code.

Or install nautilus-compass, the plugin that ships this one along with the rest of its 10 skills, 5 commands, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for nautilus-compass-memory

README.md
[![agentmods](https://agentmods.dev/badge/skills/chunxiaoxx/nautilus-compass/nautilus-compass-memory/github.svg)](https://agentmods.dev/skills/chunxiaoxx/nautilus-compass/nautilus-compass-memory)
Your own site
<a href="https://agentmods.dev/skills/chunxiaoxx/nautilus-compass/nautilus-compass-memory"><img src="https://agentmods.dev/badge/skills/chunxiaoxx/nautilus-compass/nautilus-compass-memory/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for nautilus-compass-memory

Your own site · 80×15
<a href="https://agentmods.dev/skills/chunxiaoxx/nautilus-compass/nautilus-compass-memory"><img src="https://agentmods.dev/badge/skills/chunxiaoxx/nautilus-compass/nautilus-compass-memory.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 90 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,189 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00090 $0.02189
Opus 5.5 $0.00036 $0.00876
Sonnet 5.5 $0.00018 $0.00438
Haiku 4.5 $0.00009 $0.00219

Measured 4d ago against content hash 4cf9f9716fa4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

nautilus-compass-memory scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

model, register hooks in `~/.claude/settings.json`, and patch each MCP
skills/nautilus-compass-memory/SKILL.md · 162 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago Changed 4cf9f9716fa4
  2. 1mo ago Changed · +6 lines e8ea1dfa637f
  3. 1mo ago Changed · +17 lines scan A → B 412ff84be653
  4. 1mo ago First seen · 139 lines · 90 tokens per session scan A a71e3acb345e

Subscribe to this mod's changes

nautilus-compass-memory is a skill published in the GitHub repository chunxiaoxx/nautilus-compass (1,254 stars, last pushed yesterday), with no licence file. It adds 90 tokens to every session and 2,189 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-15.

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