performance-review SKILL.md skillA

performance-review from vmobifystudio/app-dev-team is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vmobifystudio/app-dev-team/performance-review@git:20260729.071181e

Pins git:20260729.071181e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vmobifystudio/app-dev-team
Path
skills/performance-review/SKILL.md
Versions recorded
1
Latest version
git:20260729.071181e, committed Jul 29, 2026
Size
3,103 bytes
Repository stars
5
License
MIT

Use as a review dimension on any diff that could cost startup time, frames, memory, battery, bandwidth or bundle size — by code-reviewer during review and by web-developer and test-automation-engineer before claiming a UI or harness ticket done. The studio's position is that this is a dimension with existing auditors behind it, not a standing role.

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

# Performance review

Performance is a budget, and a budget only exists if something can exceed it. The budgets live in
`docs/20-architecture.md` §8; if that section is empty, that is the finding.

Spawn the platform auditor first and fold its findings in — `axiom:swiftui-performance-analyzer`,
`axiom:swift-performance-analyzer`, `axiom:memory-auditor`, `axiom:energy-auditor` on Apple
platforms. **All external and optional** (separate plugins) — missing → record
`N/A: <tool> — not installed`, walk the list below by hand, never file the absence as a defect.

## Measure, then read the diff

**A performance finding with no number is an opinion.** Every finding names: the metric, the value,
the budget it is measured against, the device or environment, and the build. Where you could not
measure, the verdict is `CANNOT EVALUATE` — not a guess dressed as a warning.

## The dimensions

| Dimension | Budget it spends | What to look for in a diff |
|---|---|---|
| Startup | cold launch to first interaction | work moved into app init, eager singletons, sync I/O on the launch path |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vmobifystudio/app-dev-team/performance-review@sha256:4b04d865106a07a1

The line at the top of this page pins the label git:20260729.071181e, 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_csj4wjmz7wiprwal.svg)](https://markdownregistry.com/a/art_csj4wjmz7wiprwal)

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

Versions

The registry has recorded 1 version of this file, committed on Jul 29, 2026.

versioncommittedcommitsizeaudit
git:20260729.071181e latest2026-07-29 071181e 3,103 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 (3103 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

vmobifystudio/app-dev-team · 5 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_csj4wjmz7wiprwal
GET https://markdownregistry.com/api/v1/resolve?ref=vmobifystudio/app-dev-team/performance-review
GET https://markdownregistry.com/api/v1/blob/4b04d865106a07a1ab3a935de63f15acacaf8f3c3ce9a69cd746d88fb5798d59

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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Every file in vmobifystudio/app-dev-team

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