ralph-memory SKILL.md skillA

ralph-memory from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jmagly/aiwg/ralph-memory@git:20261028.1b612a5

Pins git:20261028.1b612a5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jmagly/aiwg
Path
agentic/code/addons/agent-loop/skills/ralph-memory/SKILL.md
Versions recorded
8
Latest version
git:20261028.1b612a5, committed Oct 28, 2026
First version recorded
Apr 4, 2026
Size
9,942 bytes
Repository stars
229
License
MIT

Manage Al semantic memory entries — list, query, and clear lessons learned across loop iterations.

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

<!-- AIWG-SKILL-CALLOUT -->
> **Skill access pattern (post-kernel-pivot, 2026.5+)**
>
> Skill names referenced in this document are AIWG skills, **not slash commands**. Most are not kernel-listed and cannot be invoked as `/skill-name` by the platform. Reach them via:
>
> ```bash
> aiwg discover "<capability>"
> aiwg show skill <name> --body
> ```
>
> Only kernel-listed skills (`aiwg-doctor`, `aiwg-refresh`, `aiwg-status`, `aiwg-help`, `use`, `steward`) are directly invokable as slash commands. See [skill-discovery rule](../../../addons/aiwg-utils/rules/skill-discovery.md).

# Al Memory

Inspect and manage the semantic memory that Al accumulates across loop iterations. Memory entries record lessons learned, failure patterns, and success patterns so that later iterations — and future loops on similar tasks — benefit from what earlier attempts discovered.

## HITL authorization checkpoints

Before a removal confirmation below, apply
[agent-loop authorization checkpoints](../../docs/hitl-authorization.md) and call
`aiwg config authorization check --action-file "$ACTION_FILE" --target "$TARGET_REPO"`.
Only `auto-authorized` with a signed receipt skips a workflow prompt. Keep
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jmagly/aiwg/ralph-memory@sha256:6544500b7ea7dc61

The line at the top of this page pins the label git:20261028.1b612a5, 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_m7zd2452aoqpwbzy.svg)](https://markdownregistry.com/a/art_m7zd2452aoqpwbzy)

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

Versions

The registry has recorded 8 versions of this file, between Apr 4, 2026 and Oct 28, 2026, about one every 30 days.

versioncommittedcommitsizeaudit
git:20261028.1b612a5 latest2026-10-28 1b612a5 9,942 BA view · diff
git:20261022.29e265a2026-10-22 29e265a 9,458 BA view · diff
git:20260913.7be8bcf2026-09-13 7be8bcf 9,451 BA view · diff
git:20260720.a5c6d0f2026-07-20 a5c6d0f 9,446 BA view · diff
git:20260511.8e98ff62026-05-11 8e98ff6 9,401 BA view · diff
git:20260428.74e923a2026-04-28 74e923a 8,830 BA view · diff
git:20260404.f8108b92026-04-04 f8108b9 7,843 BA view · diff
git:20260404.7958dcc2026-04-04 7958dcc 7,827 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 (9942 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

jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_m7zd2452aoqpwbzy
GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/ralph-memory
GET https://markdownregistry.com/api/v1/blob/6544500b7ea7dc61a6cc1d9fcbfb7f252f491467525bf05eac1a0b0775a25987

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.

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