perfgraph SKILL.md skillA

perfgraph from be1zebub/perfgraph is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add be1zebub/perfgraph/perfgraph@v0.2.0

Pins v0.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
be1zebub/perfgraph
Path
skills/perfgraph/SKILL.md
Versions recorded
5
Latest version
v0.2.0, committed Oct 20, 2026
First version recorded
Oct 20, 2026
Size
9,289 bytes
Repository stars
13
License
MIT

Analyze web performance URLs with the PerfGraph CLI and interpret its deterministic reports, causal chains, and prioritized remediation data. Use when the request names perfgraph, or asks to measure or diagnose loading speed, Core Web Vitals, Lighthouse performance, bottlenecks, or web performance regressions.

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

# PerfGraph CLI

Skill version 0.2.0 — matches the `perfgraph` package. A copy of this skill
that is older than the installed package gives outdated guidance; check it
with `perfgraph --version`.

Use this skill when the task requires a fresh synthetic performance analysis or
interpretation of an existing PerfGraph run. The CLI is the execution layer;
the skill explains how to invoke it and how to read its artifacts.

## Run an analysis

Prefer the installed `perfgraph` command:

```bash
perfgraph run --url <url> --output ./perfgraph-output --pretty
```

Use `--runs 1` for a quick look, and `--runs 3` when the question is why
something is slow. The first run is often an outlier — a cold JIT, a cold
DNS, a cold connection — so a single run can be several times worse than the
page normally is, and a fix aimed at that outlier is aimed at nothing.

`insights.multiRun` says how many runs were collected, which one the report
describes, and the median of the lab runs. When it is there, treat the
findings of the described run as the cold start unless the median agrees with
them, and say which number you quote.

The per-run metrics and their spread land in `runs-summary.json` next to the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add be1zebub/perfgraph/perfgraph@sha256:85686ef89625faaf

The line at the top of this page pins the label v0.2.0, 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_56vck3c2hzdxngi2.svg)](https://markdownregistry.com/a/art_56vck3c2hzdxngi2)

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

Versions

The registry has recorded 5 versions of this file, all committed on Oct 20, 2026.

versioncommittedcommitsizeaudit
v0.2.0 latest2026-10-20 5f29f79 9,289 BA view · diff
v0.2.02026-10-20 a60bf5b 9,024 BA view · diff
v0.2.02026-10-20 bdf517d 8,906 BA view · diff
git:20261020.2dc7d082026-10-20 2dc7d08 8,707 BA view · diff
git:20261020.fa9b65e2026-10-20 fa9b65e 8,526 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 (9289 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

be1zebub/perfgraph · 13 stars · license MIT · pushed 2026-10-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_56vck3c2hzdxngi2
GET https://markdownregistry.com/api/v1/resolve?ref=be1zebub/perfgraph/perfgraph
GET https://markdownregistry.com/api/v1/blob/85686ef89625faafac1c169ede444f4836830303bb86ed73a052771f675b3e0a

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 be1zebub/perfgraph

AGENTS.md AGENTS.md file
be1zebub/perfgraph · AGENTS.md
git:20261020.9b9bdc9 · audit A · 13 stars

Every file in be1zebub/perfgraph

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