memory SKILL.md skillA

memory from rjmurillo/ai-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rjmurillo/ai-agents/memory@v0.4.0

Pins v0.4.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rjmurillo/ai-agents
Path
.claude/skills/memory/SKILL.md
Versions recorded
5
Latest version
v0.4.0, committed Oct 9, 2026
First version recorded
Sep 23, 2026
Size
14,900 bytes
Repository stars
48
License
MIT

Thin router for the tiered memory system. Points callers at the.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Memory System Skill

Thin router across the tiered memory system. Each operation lives in a focused
sub-skill (ADR-063 memory-skill decomposition); this router points you at the
right one so a caller loads only the surface it needs.

---

## When to Use This Skill

| Scenario | Use Memory Router? | Alternative |
|----------|-------------------|-------------|
| Not sure which memory operation you need | Yes | - |
| Tier 1 search only | No | `memory-search` sub-skill |
| Record a completed session | No | `memory-reflexion` sub-skill |
| Pre-change memory-first gate | No | `memory-gate` sub-skill |
| Health, token count, benchmark | No | `memory-maintenance` sub-skill |
| Periodic durable/dated consolidation, index tidy | No | `memory-consolidate` sub-skill |
| Agent needs deep multi-source context | No | `context-gather` skill |
| Human at CLI | No | `/memory-search` command |

See the [context-gather skill](../context-gather/SKILL.md) for the
multi-source pre-work gather and its
[references/context-retrieval.md](../context-gather/references/context-retrieval.md)
for the source-priority strategy (Issue #2103 folded the former
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rjmurillo/ai-agents/memory@sha256:ffab3a066aa8968a

The line at the top of this page pins the label v0.4.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xa2jk3oqrlqfmwbs.svg)](https://markdownregistry.com/a/art_xa2jk3oqrlqfmwbs)

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 23, 2026 and Oct 9, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
v0.4.0 latest2026-10-09 9274ec0 14,900 BA view · diff
v0.4.02026-10-08 20a13ff 14,912 BA view · diff
v0.4.02026-09-27 386d0d9 12,238 BA view · diff
v0.4.02026-09-25 3fda96c 11,550 BA view · diff
v0.4.02026-09-23 efd148e 11,400 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (14900 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

rjmurillo/ai-agents · 48 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xa2jk3oqrlqfmwbs
GET https://markdownregistry.com/api/v1/resolve?ref=rjmurillo/ai-agents/memory
GET https://markdownregistry.com/api/v1/blob/ffab3a066aa8968a994ab19924b1893d53dd718e3063e8c806a4df3cb89b57aa

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from rjmurillo/ai-agents

AGENTS.md@.agents AGENTS.md file
rjmurillo/ai-agents · .agents/AGENTS.md
git:20260929.83dc994 · audit A · 48 stars
CLAUDE.md@.agents CLAUDE.md file
rjmurillo/ai-agents · .agents/CLAUDE.md
git:20260911.1c2f8a7 · audit B · 48 stars
CLAUDE.md@.agents/archive/planning/v0.3.1 CLAUDE.md file
rjmurillo/ai-agents · .agents/archive/planning/v0.3.1/CLAUDE.md
git:20260727.ee75598 · audit B · 48 stars
AGENTS.md@.claude-mem/memories AGENTS.md file
rjmurillo/ai-agents · .claude-mem/memories/AGENTS.md
git:20260916.4e0e8ee · audit A · 48 stars
CLAUDE.md@.claude-mem/scripts CLAUDE.md file
rjmurillo/ai-agents · .claude-mem/scripts/CLAUDE.md
git:20260217.979709c · audit B · 48 stars
CLAUDE.md@.claude-plugin CLAUDE.md file
rjmurillo/ai-agents · .claude-plugin/CLAUDE.md
git:20260217.979709c · audit B · 48 stars
AGENTS.md@.claude AGENTS.md file
rjmurillo/ai-agents · .claude/AGENTS.md
git:20261001.3f27efd · audit A · 48 stars
CLAUDE.md@.claude CLAUDE.md file
rjmurillo/ai-agents · .claude/CLAUDE.md
git:20260916.4e0e8ee · audit A · 48 stars
AGENTS.md@.claude/hooks AGENTS.md file
rjmurillo/ai-agents · .claude/hooks/AGENTS.md
git:20261001.3f27efd · audit A · 48 stars
CLAUDE.md@.claude/hooks CLAUDE.md file
rjmurillo/ai-agents · .claude/hooks/CLAUDE.md
git:20260911.1c2f8a7 · audit B · 48 stars
CLAUDE.md@.claude/hooks/PostToolUse CLAUDE.md file
rjmurillo/ai-agents · .claude/hooks/PostToolUse/CLAUDE.md
git:20260217.979709c · audit B · 48 stars
CLAUDE.md@.claude/hooks/PreCompact CLAUDE.md file
rjmurillo/ai-agents · .claude/hooks/PreCompact/CLAUDE.md
git:20260529.50f1eef · audit A · 48 stars

Every file in rjmurillo/ai-agents

Other files named memory

memory SKILL.md skill
alsk1992/cloddsbot · src/skills/bundled/memory/SKILL.md · Persistent memory system for preferences, facts, and notes
git:20260130.78e49cb · audit A · 2,990 stars
memory SKILL.md skill
phyagentos/phyagentos-core · PhyAgentOS/skills/memory/SKILL.md · Two-layer memory system with grep-based recall.
git:20260331.475dbda · audit A · 2,973 stars
memory SKILL.md skill
codeaholicguy/ai-devkit · skills/memory/SKILL.md · AI DevKit · Use the memory CLI as a durable knowledge layer. Search before non-trivial work, store verified reusable…
git:20260509.950097b · audit A · 1,648 stars
memory SKILL.md skill
kitfunso/hippo-memory · extensions/claude-code-plugin/skills/memory/SKILL.md · Project memory powered by Hippo. Use when starting a session, after learning something, after hitting an error, or when…
git:20261004.2fad896 · audit A · 782 stars
memory SKILL.md skill
boshu2/agentops · plugin/skills/memory/SKILL.md · Write, find or curate lessons and agent rules with stated evidence and limits. Use when: asked to remember something or…
git:20261010.407c70b · audit A · 450 stars
memory SKILL.md skill
boshu2/agentops · skills/memory/SKILL.md · Write, find or curate lessons and agent rules with stated evidence and limits. Use when: asked to remember something or…
git:20261005.4fda294 · audit A · 450 stars
memory SKILL.md skill
devcodex-labs/devcodex · content/skills/memory/SKILL.md · 管理会话记忆的读取与写入。三层记忆体系:Agent 日记 / 需求记忆 / 项目总记忆。
git:20261018.e641aa6 · audit A · 433 stars
memory SKILL.md skill
yonatangross/orchestkit · plugins/ork/skills/memory/SKILL.md · Read-side memory operations on the knowledge graph: search past decisions and patterns, load session context, view…
v2.0.1 · audit A · 296 stars

Browse by kind, by grade A, or by owner.