memory-optimization-workflow SKILL.md skillA
memory-optimization-workflow from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yeaight7/agent-powerups/memory-optimization-workflow@git:20260606.8ae4b01Pins git:20260606.8ae4b01 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yeaight7/agent-powerups
- Path
skills/memory-optimization-workflow/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260606.8ae4b01, committed Jun 6, 2026
- First version recorded
- Jun 2, 2026
- Size
- 2,986 bytes
- Repository stars
- 8
- License
- Apache-2.0
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.
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 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
mdr add yeaight7/agent-powerups/memory-optimization-workflow@sha256:5fa6cd478a48ccb6The line at the top of this page pins the label git:20260606.8ae4b01, 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.
[](https://markdownregistry.com/a/art_3es2sgn5y5i7hyoy)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 2, 2026 and Jun 6, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260606.8ae4b01 latest | 2026-06-06 | 8ae4b01 | 2,986 B | A | view · diff |
| git:20260602.76ff724 | 2026-06-02 | 76ff724 | 2,612 B | A | view |
Audit of the latest version
- 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
yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3es2sgn5y5i7hyoy GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/memory-optimization-workflow GET https://markdownregistry.com/api/v1/blob/5fa6cd478a48ccb6af6173e6e7d86025d778da6c31cfae789fe32167bf0e8d38
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 yeaight7/agent-powerups
Every file in yeaight7/agent-powerups