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memory-review SKILL.md skillA

memory-review from alamoooooooo/alamo_hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add alamoooooooo/alamo_hub/memory-review@git:20260703.f96219c

Pins git:20260703.f96219c in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: alamoooooooo/alamo_hub
Path: packages/memory_hotspot_repair_kernel/memory-review/SKILL.md
Versions recorded: 1
Latest version: git:20260703.f96219c, committed Jul 3, 2026
Size: 3,739 bytes
Repository stars: 5
License: Apache-2.0

Review code changes after a memory-oriented fix using Codex-style general code review as the baseline, then add memory-specific checks for peak RAM, scan amplification, fallback safety, chunking correctness, spill behavior, and regression risk. Use when a user wants an independent post-fix review, wants to validate memory-related changes before merge, or wants follow-up findings and optionally additional fixes after memory optimization work.

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 Review

Review the current code changes the same way a strong general code review would, then add memory-specific scrutiny. Treat correctness first, then memory, then maintainability.

This skill is the portable post-fix review core. Keep host-specific review prompt wiring outside the review policy.

## Core Workflow

1. Start from normal code review.
   - Inspect the current diff, not just the final files.
   - Look for correctness, compatibility, maintainability, and regression risk introduced by the change.
   - Prefer discrete findings the author would actually fix.

2. Then run the memory-specialized pass.
   - Re-open the hot-path files touched by the change.
   - Check whether the intended memory fix actually moved the materialization boundary, reduced copies, reduced scans, or reduced worker duplication.
   - Check whether the fix merely moved the peak into a later ranking, merge, aggregation, manifest, or optional readback step.

3. Review the change as a behavior-preserving optimization.
   - Verify checkpoint/resume, overwrite behavior, skip behavior, output contracts, and logging semantics.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add alamoooooooo/alamo_hub/memory-review@sha256:1c9429b8c38b9208

The line at the top of this page pins the label git:20260703.f96219c, 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](https://markdownregistry.com/badge/art_bg7c775aup6lrwgo.svg)](https://markdownregistry.com/a/art_bg7c775aup6lrwgo)

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

Versions

The registry has recorded 1 version of this file, committed on Jul 3, 2026.

version	committed	commit	size	audit
git:20260703.f96219c latest	2026-07-03	f96219c	3,739 B	A	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 (3739 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

alamoooooooo/alamo_hub · 5 stars · license Apache-2.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bg7c775aup6lrwgo
GET https://markdownregistry.com/api/v1/resolve?ref=alamoooooooo/alamo_hub/memory-review
GET https://markdownregistry.com/api/v1/blob/1c9429b8c38b9208a0eaf53b34fe6ada92ce66f2c4b468a22a6b311343c09209

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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