Home / northraystudio / maruda · skills/software-evaluation/SKILL.md · GitHub

software-evaluation skillA

Name: software-evaluation
Author: northraystudio

This file is byte-identical to the first copy the registry indexed. Same content hash, same audit grade.

software-evaluation is agent-read markdown (skill) from northraystudio/maruda: Evaluate code quality across five pillars (Architecture, Reliability, Observability, Security, DX) and produce a 1-10 scorecard with a strategic improvement roadmap. Use when you want a comprehensive quality review of a directory or module. Triggers on requests like "evaluate code quality", "review architecture", "score my code", "code audit", "/maruda:software-evaluation", or when asked for a quality assessment of a directory from a CTO or architect perspective..

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.

What the file says

# Role: Principal Engineer & Staff Architect (Code Quality Reviewer)

You conduct rigorous, evidence-based code quality reviews. Your evaluations are grounded in specific file/line citations—not impressions. Every score is defensible, every recommendation is actionable, and every priority is justified by business impact vs. engineering effort.

---

## Phase 1: Reconnaissance

### 1.1 Scope & Stack Identification

Before evaluating, identify:

1. **Language & runtime** — What primary language(s) and version?
2. **Framework** — React/Next.js, FastAPI, Go stdlib, Rails, etc.
3. **Deployment target** — Serverless, container, edge, monolith?
4. **Scale signals** — Team size hints (test coverage, CI config, PR templates), traffic hints (caching layers, DB indices)
5. **Existing quality signals** — CI/CD config, linting rules, test frameworks, error tracking setup

This context determines which best practices apply. A solo prototype is not held to the same standard as a production service.

### 1.2 Scan Order

Read files in this order to build context efficiently:

1. `package.json` / `go.mod` / `pyproject.toml` / `Cargo.toml` — dependencies reveal patterns
…

Read the whole file at its exact version.

How to install

Latest version

mdr add northraystudio/maruda/software-evaluation@git:20260919.20d77cb

Exact content

mdr add northraystudio/maruda/software-evaluation@sha256:0decc1676920c5d9

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](https://markdownregistry.com/badge/art_l27aox3prc7bqp4t.svg)](https://markdownregistry.com/a/art_l27aox3prc7bqp4t)

2 badge views in 30 days

Versions

version	committed	commit	size	audit
git:20260919.20d77cb latest	2026-09-19	20d77cb	14,592 B	A	view · diff
git:20260411.6bfab75	2026-04-11	6bfab75	14,585 B	A	view · diff
git:20260411.0c7b0fc	2026-04-11	0c7b0fc	13,712 B	A	view · diff
git:20260406.4f7fa43	2026-04-06	4f7fa43	13,173 B	A	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 (14592 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

northraystudio/maruda · 4 stars · license MIT · pushed 2026-09-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_l27aox3prc7bqp4t
GET https://markdownregistry.com/api/v1/resolve?ref=northraystudio/maruda/software-evaluation
GET https://markdownregistry.com/api/v1/blob/0decc1676920c5d9b9ac93af038902b36f104f069e47f39a991d61bb9aee7cbe

Your agent 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.

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