memory-management SKILL.md skillA

memory-management from thinkinaixyz/deepchat is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add thinkinaixyz/deepchat/memory-management@git:20260623.df64127

Pins git:20260623.df64127 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
thinkinaixyz/deepchat
Path
resources/skills/memory-management/SKILL.md
Versions recorded
1
Latest version
git:20260623.df64127, committed Jun 23, 2026
Size
3,395 bytes
Repository stars
6,386
License
Apache-2.0

Guide the agent to recall, remember, and route durable learning into Memory, Skills, Scheduled Tasks, or Tape.

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 Management

Use this skill when a task may produce durable learning or when the user asks you to recall, remember, continue earlier work, preserve an exact statement, capture a reusable procedure, or handle a recurring need.

## Recall

Rely on automatic memory injection for ordinary context. Use `memory_recall` when the user refers to previous work with cues such as again, last time, before, continue, same project, remember, or asks what you already know.

Use `tape_search` and then `tape_context` when the user needs source evidence, exact wording, logs, command output, file snippets, or why a prior decision was made. Memory is a durable conclusion layer, not the raw transcript.

## Remember

Use `memory_remember` only for durable conclusions that should change future behavior. Choose the most specific category:

- `user_preference`: stable user preferences, constraints, communication style, environment choices.
- `project_fact`: durable project conventions, architecture entry points, commands, dependencies, paths, or operational constraints.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add thinkinaixyz/deepchat/memory-management@sha256:95d2bbc22e05e429

The line at the top of this page pins the label git:20260623.df64127, 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_furwdr2ho3av4sgb.svg)](https://markdownregistry.com/a/art_furwdr2ho3av4sgb)

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

Versions

The registry has recorded 1 version of this file, committed on Jun 23, 2026.

versioncommittedcommitsizeaudit
git:20260623.df64127 latest2026-06-23 df64127 3,395 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 (3395 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

thinkinaixyz/deepchat · 6,386 stars · license Apache-2.0 · pushed 2026-11-08 · branch dev

API

GET https://markdownregistry.com/api/v1/artifacts/art_furwdr2ho3av4sgb
GET https://markdownregistry.com/api/v1/resolve?ref=thinkinaixyz/deepchat/memory-management
GET https://markdownregistry.com/api/v1/blob/95d2bbc22e05e4293e8bf50f41eaf2da01fdc23351274f4c51aba1479ea4d4b8

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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