memory-system

memory-system is a skill for Claude Code, Codex from joelhooks/joelclaw. It costs 68 tokens per session (2,696 once invoked), scanned B, original, no licence file.

A guide for maintaining a personal memory system that captures, stores, curates, and displays information from agent activity.

In plain words
What is it for?
It is for working with captured observations, generated reflections, memory stores, curation, grading, and delivery through Telegram.
Why use it?
It helps investigate missing, poorly organized, or incorrectly delivered memories and observations.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit It is for working with captured observations, generated reflections, memory stores, curation, grading, and delivery through Telegram.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/joelhooks/joelclaw/memory-system
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 joelhooks/joelclaw --skill memory-system
Clone the repo
git clone --depth 1 https://github.com/joelhooks/joelclaw

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-system

README.md
[![agentmods](https://agentmods.dev/badge/skills/joelhooks/joelclaw/memory-system/github.svg)](https://agentmods.dev/skills/joelhooks/joelclaw/memory-system)
Your own site
<a href="https://agentmods.dev/skills/joelhooks/joelclaw/memory-system"><img src="https://agentmods.dev/badge/skills/joelhooks/joelclaw/memory-system/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 memory-system

Your own site · 80×15
<a href="https://agentmods.dev/skills/joelhooks/joelclaw/memory-system"><img src="https://agentmods.dev/badge/skills/joelhooks/joelclaw/memory-system.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,696 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 $0.00068 $0.02696
Opus 5 $0.00034 $0.01348
Sonnet 5 $0.00014 $0.00539
Haiku 4.5 $0.00007 $0.00270

Measured 3d ago against content hash 34dfc9dce736, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade B, and why

memory-system 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 3d 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.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

claims. Service shutdown still needs the steering sudo step. If claim
skills/memory-system/SKILL.md · 173 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. 3d ago Changed · +2 lines 34dfc9dce736
  2. 6d ago First seen · 171 lines · 68 tokens per session scan B 05ea5cfec53a

Subscribe to this mod's changes

memory-system is a skill published in the GitHub repository joelhooks/joelclaw (63 stars, last pushed today), with no licence file. It adds 68 tokens to every session and 2,696 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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