martinholovsky/sota-skills · skills/sota-performance/SKILL.md

sota-performance skillA

sota-performance is agent-read markdown (skill) from martinholovsky/sota-skills: State-of-the-art performance engineering for building fast systems and auditing existing code for bottlenecks. Use when the task involves performance, optimization, latency, profiling, slow code, memory usage, caching, or throughput — designing latency budgets, fixing N+1 and accidental-quadratic patterns, tuning allocation/GC pressure, network and I/O efficiency, cache architecture, Core Web Vitals, or setting up benchmarks and regression gates. Not for concurrency correctness (races, deadlocks.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add martinholovsky/sota-skills/sota-performance@git:20260716.e4afc80
Exact content
mdr add martinholovsky/sota-skills/sota-performance@sha256:75e276a5587d0b05

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_otyzyxlxxltmbo4y.svg)](https://markdownregistry.com/a/art_otyzyxlxxltmbo4y)

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Versions

versioncommittedcommitsizeaudit
git:20260716.e4afc80 latest2026-07-16 e4afc80 10,054 BA view · diff
git:20260617.c5d2c7b2026-06-17 c5d2c7b 9,955 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (10054 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

martinholovsky/sota-skills · 23 stars · license CC-BY-4.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_otyzyxlxxltmbo4y
GET https://markdownregistry.com/api/v1/resolve?ref=martinholovsky/sota-skills/sota-performance
GET https://markdownregistry.com/api/v1/blob/75e276a5587d0b054b4431edec7e41807c31d240c13f450bb49f6b1c192b4773

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.