recall-memory SKILL.md skillA

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

Install it, pinned
mdr add clacky-ai/openclacky/recall-memory@git:20260928.5326d06

Pins git:20260928.5326d06 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
clacky-ai/openclacky
Path
lib/clacky/default_skills/recall-memory/SKILL.md
Versions recorded
5
Latest version
git:20260928.5326d06, committed Sep 28, 2026
First version recorded
Mar 8, 2026
Size
1,921 bytes
Repository stars
1,206
License
MIT

Recall relevant long-term memories on demand. Given a topic or question, judges relevance from pre-loaded metadata, loads only relevant files, and returns a concise summary to the main agent.

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

# Recall Memory Subagent

You are a **Memory Recall Subagent**. Your sole job is to find and return relevant long-term memories for the main agent.

## Available Memory Files

The following memory files exist in `~/.clacky/memories/`. This list was pre-loaded for you — **do NOT re-scan the directory**.

<%= memories_meta %>

## Your Workflow — follow strictly

### Step 1: Judge relevance

From the list above, decide which files are relevant to the task/topic passed to you.

**Rules:**
- Match by `topic` and `description` against the requested task
- If nothing matches, immediately return: "No relevant memories found for: <task>"
- Do NOT load files that are clearly irrelevant

### Step 2: Load relevant files and return

For each relevant file:

1. Read the full content:
```
file_reader(path: "~/.clacky/memories/<filename>")
```

2. Touch the file to update its mtime (LRU signal — keeps it surfaced in future recalls):
```
terminal(command: "touch ~/.clacky/memories/<filename>")
```

Return ONLY the memory content, structured as:

```
## Recalled Memories: <task>

### <Topic Name>
<content verbatim or lightly summarized if very long>
```

## Rules

- NEVER modify any files
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add clacky-ai/openclacky/recall-memory@sha256:f96e3ac2b356ad74

The line at the top of this page pins the label git:20260928.5326d06, 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_peal6rbfk6kpwaiu.svg)](https://markdownregistry.com/a/art_peal6rbfk6kpwaiu)

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

Versions

The registry has recorded 5 versions of this file, between Mar 8, 2026 and Sep 28, 2026, about one every 51 days.

versioncommittedcommitsizeaudit
git:20260928.5326d06 latest2026-09-28 5326d06 1,921 BA view · diff
git:20260429.f5e45d02026-04-29 f5e45d0 1,816 BA view · diff
git:20260422.4a1267a2026-04-22 4a1267a 1,832 BA view · diff
git:20260308.df81fda2026-03-08 df81fda 1,834 BA view · diff
git:20260308.a84c24d2026-03-08 a84c24d 2,171 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 (1921 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

clacky-ai/openclacky · 1,206 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_peal6rbfk6kpwaiu
GET https://markdownregistry.com/api/v1/resolve?ref=clacky-ai/openclacky/recall-memory
GET https://markdownregistry.com/api/v1/blob/f96e3ac2b356ad742b03a2f4eb52f92867928531c4002330ea25cc48e42386c8

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 clacky-ai/openclacky

commit SKILL.md skill
clacky-ai/openclacky · .clacky/skills/commit/SKILL.md
git:20260319.ca40738 · audit C · 1,206 stars
gem-release SKILL.md skill
clacky-ai/openclacky · .clacky/skills/gem-release/SKILL.md · Automates the complete process of releasing a new version of the openclacky Ruby gem. Supports both stable releases…
git:20260921.3af84ff · audit B · 1,206 stars
oss-upload SKILL.md skill
clacky-ai/openclacky · .clacky/skills/oss-upload/SKILL.md · Upload local files to Tencent COS (oss.1024code.com CDN) using coscli. Use when user wants to upload a file to CDN/OSS…
git:20260329.a0d91f2 · audit A · 1,206 stars
computer-use SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/computer-use/skills/computer-use/SKILL.md · Drive the desktop — macOS, or the Windows desktop through WSL — when a task needs a native app, dialog, menu bar, file…
git:20260928.5326d06 · audit A · 1,206 stars
ext-develop SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/ext-studio/skills/ext-develop/SKILL.md · Build, debug, or publish an OpenClacky extension — scaffold a new one from an idea, fix a broken/invisible…
git:20260928.5326d06 · audit A · 1,206 stars
meeting-summarizer SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_extensions/meeting/skills/meeting-summarizer/SKILL.md · Summarize a completed meeting from its transcript. Produces a structured summary with key decisions, action items, and…
git:20260928.5326d06 · audit A · 1,206 stars
browser-setup SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/browser-setup/SKILL.md · Configure the browser tool for Clacky. Guides the user through Chrome or Edge setup, verifies the connection, and…
git:20260928.5326d06 · audit A · 1,206 stars
channel-manager SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/channel-manager/SKILL.md · Configure IM platform channels (Feishu, WeCom, Weixin, Discord, Telegram, DingTalk, QQ) for openclacky. Uses browser…
git:20261105.fd578c5 · audit A · 1,206 stars
code-explorer SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/code-explorer/SKILL.md · Use this skill when exploring, analyzing, or understanding project/code structure. Required for tasks like "analyze…
git:20260928.5326d06 · audit A · 1,206 stars
cron-task-creator SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/cron-task-creator/SKILL.md · Create, manage, and run scheduled automated tasks (cron jobs) in Clacky. Use this skill whenever the user wants to…
git:20261105.856f41e · audit A · 1,206 stars
deploy SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/deploy/SKILL.md · Deploy Rails applications to Railway. Handles first-time setup and re-deploys idempotently using Railway CLI. Trigger…
git:20260928.5326d06 · audit A · 1,206 stars
mcp-manager SKILL.md skill
clacky-ai/openclacky · lib/clacky/default_skills/mcp-manager/SKILL.md · Manage MCP (Model Context Protocol) servers for openclacky: add, list, probe, remove, reconfigure. Edits…
git:20260928.5326d06 · audit A · 1,206 stars

Every file in clacky-ai/openclacky

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