audit-performance SKILL.md skillB

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

audit-performance from kensaurus/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kensaurus/skills/audit-performance@git:20260923.68c095e

Pins git:20260923.68c095e in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
kensaurus/skills
Path
skills/audit-performance/SKILL.md
Versions recorded
5
Latest version
git:20260923.68c095e, committed Sep 23, 2026
First version recorded
Aug 18, 2026
Size
14,882 bytes
Repository stars
9
License
MIT

Audit and fix runtime performance (Core Web Vitals, load priority). Use when "slow page", "LCP/INP/CLS", "fetchpriority", "long tasks", or "bfcache". JS payload → audit-bundle-size. Instant nav → enhance-web-instant-nav. Load limits → test-load.

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 Audit Skill

**Degree of freedom: MIXED** — what to optimize `[HIGH freedom]`;
measure-first Sentry/vitals and `EXPLAIN` `[LOW freedom — run exactly]`.

> **Audit-and-fix exception.** Measure, then optimize. JS payload → `audit-bundle-size`. Instant navigations → `enhance-web-instant-nav`. Breaking point → `test-load`. Timeouts/retries → `audit-resilience`.
> When fixing: change only the measured bottleneck and re-measure it; log other slow paths you notice as follow-ups, not fixes. Edit the existing file in place rather than rewriting it. Add a perf test only where the repo already keeps them or the task asks; scratch measurements stay out of the repo.

## How to reason

1. **Observe** — quote LCP/INP/CLS, p95, or `EXPLAIN` / N+1 loop (`file:line`)
2. **Interpret** — is the user waiting on bytes, a query, or main-thread work?
3. **Classify** — vital-miss / N+1 / missing-index / bundle / image / re-render
4. **Severity** — poor LCP/INP or p95 >> target on a live path = Critical

## Worked example

> **Observe:** Sentry p95 `/users` = 2.3s; handler `findAll` then per-user
> `Order.findByUserId` (`app/api/users/route.ts:31`).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kensaurus/skills/audit-performance@sha256:15c0742ffe642633

The line at the top of this page pins the label git:20260923.68c095e, 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_ysk7kgjeeu4palzl.svg)](https://markdownregistry.com/a/art_ysk7kgjeeu4palzl)

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

Versions

The registry has recorded 5 versions of this file, between Aug 18, 2026 and Sep 23, 2026, about one every 9 days. Its first recorded version is graded A and its latest B.

versioncommittedcommitsizeaudit
git:20260923.68c095e latest2026-09-23 68c095e 14,882 BB view · diff
git:20260923.cf348bd2026-09-23 cf348bd 14,911 BB view · diff
git:20260828.284b0b32026-08-28 284b0b3 14,555 BB view · diff
git:20260819.170df672026-08-19 170df67 9,021 BA view · diff
git:20260818.fdb31152026-08-18 fdb3115 7,670 BA view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No script tag (matched: <script)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (14882 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

kensaurus/skills · 9 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ysk7kgjeeu4palzl
GET https://markdownregistry.com/api/v1/resolve?ref=kensaurus/skills/audit-performance
GET https://markdownregistry.com/api/v1/blob/15c0742ffe64263393599b78d625b6f2fb0ad9350eeb29f7073136f3080f1f02

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 kensaurus/skills

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