akaszubski/autonomous-dev · plugins/autonomous-dev/skills/library-design-patterns/SKILL.md

library-design-patterns skillA

library-design-patterns is agent-read markdown (skill) from akaszubski/autonomous-dev: Two-tier design, progressive enhancement, non-blocking patterns, and security-first architecture for Python libraries. Use when creating or refactoring Python libraries. TRIGGER when: library design, module architecture, reusable component, two-tier. DO NOT TRIGGER when: simple scripts, config files, documentation-only changes..

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 akaszubski/autonomous-dev/library-design-patterns@git:20260317.e64d556
Exact content
mdr add akaszubski/autonomous-dev/library-design-patterns@sha256:be897075e37dca0b

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_kbyje3atkkcsore6.svg)](https://markdownregistry.com/a/art_kbyje3atkkcsore6)

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Versions

versioncommittedcommitsizeaudit
git:20260317.e64d556 latest2026-03-17 e64d556 11,911 BA view · diff
v1.0.02026-03-06 3a09c50 12,150 BA view · diff
v1.0.02026-02-19 4f3e7c2 12,037 BA view · diff
v1.0.02026-02-19 387f926 11,536 BA view · diff
v1.0.02026-02-13 c7ec021 11,513 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 (11911 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

akaszubski/autonomous-dev · 34 stars · license none · pushed 2026-09-16 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_kbyje3atkkcsore6
GET https://markdownregistry.com/api/v1/resolve?ref=akaszubski/autonomous-dev/library-design-patterns
GET https://markdownregistry.com/api/v1/blob/be897075e37dca0be6ba45d85e1db326321fe929bb093f420d94faef7dfe1cc1

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