Home / yeaight7 / agent-powerups · plugins/memory-optimization/skills/memory-optimization-workflow/SKILL.md · GitHub

memory-optimization-workflow skillA

memory-optimization-workflow is agent-read markdown (skill) from yeaight7/agent-powerups: Use when deciding the lowest-cost context path for a mixed corpus, especially when choosing among direct reading, helper conversion, graph build, graph update, or graph query..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Memory Optimization Workflow

## Overview

Minimize token spend, reread cost, and unnecessary rebuilds.

`graphify` is the main optimization path for repeated work. Helper tools exist to make hard sources cheaper before graph or direct reading.

## When to Use

- mixed corpus and the cheapest inspection path is unclear
- repeated questions over the same files
- need to choose between direct read, conversion, graph build, update, or query
- want to reduce repeated large-context rereads

Do not use for:
- tiny single-file questions where direct reading is already cheapest
- cases where the user explicitly wants raw-file inspection only

## Required Checks

```powershell
apx check graphify
apx check markitdown-file-intake
apx check defuddle
```

Stop and report missing tools. Do not auto-install without approval.

## Fast Routing

| Situation | Cheapest path |
|---|---|
| small readable text corpus, one question | read directly |
| PDF, Office doc, or other binary-like source | `markitdown-file-intake` |
| noisy web page or article | `defuddle` |
| repeated questions across same corpus | build with `graphify` |
| existing graph plus changed sources | `graphify --update` |
…

Read the whole file at its exact version.

How to install

Latest version
mdr add yeaight7/agent-powerups/memory-optimization-workflow@git:20260606.a243cb8
Exact content
mdr add yeaight7/agent-powerups/memory-optimization-workflow@sha256:5fa6cd478a48ccb6

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_z4bsgnspxalqoevw.svg)](https://markdownregistry.com/a/art_z4bsgnspxalqoevw)

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Versions

versioncommittedcommitsizeaudit
git:20260606.a243cb8 latest2026-06-06 a243cb8 2,986 BA view · diff
git:20260509.41e02af2026-05-09 41e02af 2,612 BA view · diff
git:20260509.af5c7ee2026-05-09 af5c7ee 967 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (2986 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

yeaight7/agent-powerups · 6 stars · license Apache-2.0 · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_z4bsgnspxalqoevw
GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/memory-optimization-workflow
GET https://markdownregistry.com/api/v1/blob/5fa6cd478a48ccb6af6173e6e7d86025d778da6c31cfae789fe32167bf0e8d38

Your agent 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.

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