andersonlimahw/lemon-ai-hub · plugins/architecture-deepener/SKILL.md

architecture-deepener skillA

architecture-deepener is agent-read markdown (skill) from andersonlimahw/lemon-ai-hub: Surface opportunities to deepen a codebase. Finds modules that are shallow (thin pass-throughs, anemic types, missing domain modeling) and proposes how to make them deep (rich domain types, co-located behavior, testable seams). Outputs a visual HTML report and then runs an interactive grilling loop that pressure-tests each opportunity. Use when the codebase feels "flat", domain logic leaks into controllers/UI, types carry no behavior, or AI agents struggle to navigate the module boundaries. Inte.

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 andersonlimahw/lemon-ai-hub/architecture-deepener@git:20260716.8e0e966
Exact content
mdr add andersonlimahw/lemon-ai-hub/architecture-deepener@sha256:5ddd30bcbb88770b

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_bukqcsge37awn32i.svg)](https://markdownregistry.com/a/art_bukqcsge37awn32i)

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Versions

versioncommittedcommitsizeaudit
git:20260716.8e0e966 latest2026-07-16 8e0e966 9,881 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 (9881 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

andersonlimahw/lemon-ai-hub · 14 stars · license none · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bukqcsge37awn32i
GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/architecture-deepener
GET https://markdownregistry.com/api/v1/blob/5ddd30bcbb88770bf5804529812c6cf422ad1e96d65a66c01ac90d04bbcf906a

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