memory-manage

memory-manage is a skill for Claude Code, Codex from Mtrya/paper-scout. It costs 62 tokens per session (1,723 once invoked), scanned A, original, no licence file.

A memory tool for Paper Scout research runs, helping retrieve, organize, and update lessons and hypotheses from earlier research cruises.

In plain words
What is it for?
Use it at the start of a research run to find precedents, before designing experiments to check prior ideas, and afterward to save stable execution notes or hypotheses.
Why use it?
It prevents useful past findings from being lost and helps new experiments build on earlier evidence.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

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.

agentmods
npx agentmods add skills/mtrya/paper-scout/memory-manage
Any agent
npx skills add Mtrya/paper-scout --skill memory-manage
Clone the repo
git clone --depth 1 https://github.com/Mtrya/paper-scout

Made for: Claude Code, Codex.

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 memory-manage

README.md
[![agentmods](https://agentmods.dev/badge/skills/mtrya/paper-scout/memory-manage.svg)](https://agentmods.dev/skills/mtrya/paper-scout/memory-manage)
Your own site
<a href="https://agentmods.dev/skills/mtrya/paper-scout/memory-manage"><img src="https://agentmods.dev/badge/skills/mtrya/paper-scout/memory-manage.svg" alt="Measured on agentmods" height="20"></a>
Per session 62 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,723 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00062 $0.01723
Opus 5 $0.00031 $0.00861
Sonnet 5 $0.00012 $0.00345
Haiku 4.5 $0.00006 $0.00172

Measured 6d ago against content hash 557c911c6c5c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

memory-manage 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 6d 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.

workspace/.agents/skills/memory-manage/SKILL.md · 111 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 6d ago First seen · 111 lines · 62 tokens per session scan A 557c911c6c5c

Subscribe to this mod's changes

memory-manage is a skill published in the GitHub repository Mtrya/paper-scout (5 stars, last pushed 10d ago), with no licence file. It adds 62 tokens to every session and 1,723 once invoked, about $0.0003 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.

Related

Other skills, from other repositories

research-news

Daily paper recommendation workflow — search arXiv and Semantic Scholar, score and recommend papers.

LigphiDonk/Oh-my--paper · 20 tokens

self-awareness

Claude Science's own session database schema and SDK surface for introspection via host.query(). Load this when you need to query your own conversation history, token usage, cost accounting, execution log, or artifact metadata beyond what host.frames()/host.artifacts() provide — e.g. "how many tokens has this session…

UnicomAI/wanwu · 121 tokens

ima-note

IMA 个人笔记服务 API skill,用于管理用户的 IMA 笔记。支持搜索笔记、浏览笔记本、获取笔记内容、新建笔记和追加内容。 当用户提到笔记、备忘录、记事、知识库,或者想要查找、阅读、创建、编辑笔记内容时,使用此 skill。 即使用户没有明确说"笔记",只要意图涉及个人文档的存取(如"帮我记一下"、"我之前写过一个关于XX的东西"、"把这段内容保存下来"),也应触发此 skill。.

UnicomAI/wanwu · 140 tokens

Self-Improving + Proactive Agent

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when (1) a command, tool, API, or operation fails; (2) the user corrects you or rejects your work; (3) you realize your knowledge is outdated or incorrect; (4) you…

UnicomAI/wanwu · 105 tokens

ontology

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linking related objects, enforcing constraints, planning multi-step actions as graph transformations, or when skills need to share state. Trigger on "remember", "what…

UnicomAI/wanwu · 86 tokens

credential-recipe-research

Lookup procedure for Simplified Custom Auth recipe fields — sources the auth template, the key-issuing docsUrl and an auth-rejecting testUrl from the provider's real documentation instead of memory. Load before composing credentialHints for a service without a dedicated credential type (the post-build-flow setup…

n8n-io/n8n · 85 tokens