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.
npx agentmods add skills/shimeeuisuk/claude-memory-plugin/memory-insightnpx skills add shimeeuisuk/claude-memory-plugin --skill memory-insightgit clone --depth 1 https://github.com/shimeeuisuk/claude-memory-pluginWrote 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.
[](https://agentmods.dev/skills/shimeeuisuk/claude-memory-plugin/memory-insight)<a href="https://agentmods.dev/skills/shimeeuisuk/claude-memory-plugin/memory-insight"><img src="https://agentmods.dev/badge/skills/shimeeuisuk/claude-memory-plugin/memory-insight.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00160 | $0.00980 |
| Opus 5 | $0.00080 | $0.00490 |
| Sonnet 5 | $0.00032 | $0.00196 |
| Haiku 4.5 | $0.00016 | $0.00098 |
Grade A, and why
memory-insight scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
memory-insight — keyword 기반 기억 그래프 (ephemeral view)
Overview
claude-memory의 기억은 프로젝트 폴더별로 격리돼 있어, 프로젝트를 가로지르는
연결(공통 주제·반복되는 결정)이 잘 안 보인다. 이 스킬은 각 일기 frontmatter의
keywords를 재활용해 keyword ↔ project bipartite 그래프를 만들어,
"어떤 keyword가 여러 프로젝트를 잇는가(bridge)"를 한눈에 보여준다.
핵심 성격을 기억할 것 — 이건 발견(discovery) view다. recall처럼 맥락을 대화에 주입하지 않는다. 사람이 큰 그림을 보도록 돕는 read-only 도구다.
언제 / 언제 안 쓰나
- 쓴다: 저장된 기억을 가로질러 보려는 의도 — 연결·공통점·전체 현황·"지도".
- 안 쓴다: 한 프로젝트를 이어서 하려는 재개(→ recall), 새 기억 저장(→ remember / auto-memory). 헷갈리면 보류한다. 잘못 끼어들어 그래프를 띄우면 방해가 된다.
Workflow
deterministic한 생성은 모델이 아니라 build script가 한다. 모델은 실행하고, 열고, 결과를 한 줄로 풀어주는 역할만 한다.
-
그래프 생성 — 스크립트를 실행하고 마지막 줄의
OUTPUT=<경로>를 받는다.python3 "${CLAUDE_PLUGIN_ROOT}/skills/memory-insight/scripts/build-graph.py"- read-only다. store(
~/.claude-memory)를 수정·commit·push하지 않는다. - stderr에
docs=.. projects=.. keywords=.. edges=.. bridges=..요약이 나온다. - 노드는 개별 문서(일기, 프로젝트별 색)이고, keyword가 문서들을 잇는다.
- read-only다. store(
-
열기 — 생성된 HTML을 연다.
open "<OUTPUT 경로>" # macOS- macOS가 아니면 경로를 그대로 알려주고 브라우저로 열게 안내한다.
-
보고 — 사용자에게 한 줄로 풀어준다: 프로젝트/keyword 수, 그리고 프로젝트를 잇는 주요 keyword(bridge) 몇 개. bridge가 0이면 "아직 프로젝트 간 공통 keyword가 없다(기억이 더 쌓이면 보인다)"고 알린다.
동작·전제
- 전제:
python3(stdlib만 사용, 추가 설치 불필요), 그리고 기억이 쌓인~/.claude-memory. 비어 있으면 그래프는 empty 상태로 뜬다. - 프라이버시: HTML은 self-contained다. 렌더링 라이브러리(cytoscape)만 CDN에서 오고, 기억 데이터(노드·엣지)는 HTML 안에 inline으로만 들어가 네트워크로 나가지 않는다.
- 수명: 결과는 OS 임시 폴더에 생성되는 일회성 산출물이다. store/sync와 무관.
- 정규화: keyword는 읽을 때만 정리한다(lowercase·trim,
한글(english)는 둘로 분리해 연결을 넓힌다). 저장 포맷·write path는 건드리지 않는다.
더 보기
- 그래프 데이터 생성 로직:
scripts/build-graph.py - HTML 셸(디자인·접근성):
assets/template.html
What ships with it
2 files 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.
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.
- 5d ago First seen · 62 lines · 160 tokens per session scan A a0790790e3c8
memory-insight is a skill published in the GitHub repository shimeeuisuk/claude-memory-plugin (2 stars, last pushed 1mo ago), licensed MIT. It adds 160 tokens to every session and 980 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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