dicklesworthstone/pi_agent_rust · tests/ext_conformance/artifacts/agents-wshobson/python-development/skills/python-performance-optimization/SKILL.md

python-performance-optimization skillA

python-performance-optimization is agent-read markdown (skill) from dicklesworthstone/pi_agent_rust: Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance..

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 dicklesworthstone/pi_agent_rust/python-performance-optimization@git:20260205.788be98
Exact content
mdr add dicklesworthstone/pi_agent_rust/python-performance-optimization@sha256:485203c990c34862

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_ab2vf5xmbxg4ux36.svg)](https://markdownregistry.com/a/art_ab2vf5xmbxg4ux36)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260205.788be98 latest2026-02-05 788be98 21,273 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 (21273 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

dicklesworthstone/pi_agent_rust · 1,745 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ab2vf5xmbxg4ux36
GET https://markdownregistry.com/api/v1/resolve?ref=dicklesworthstone/pi_agent_rust/python-performance-optimization
GET https://markdownregistry.com/api/v1/blob/485203c990c348629c3c8e1ba30ddcccef834a131b62b40bc197defe117d7103

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