arcasilesgroup/ai-engineering · skills/ai-architect/SKILL.md

ai-architect skillA

ai-architect is agent-read markdown (skill) from arcasilesgroup/ai-engineering: Research and advise on the best way to approach a software project, including architecture, tech stack, implementation strategy, pricing/operating-cost tradeoffs, benchmark research, and comparisons with similar real-world projects. When the project hinges on a technical mechanism, it can also run a gated arXiv prior-art deep dive before recommending a path. Use before building, mid-build, or after completion when the user asks for project strategy, optimal approach, research comparables, simila.

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 arcasilesgroup/ai-engineering/ai-architect@git:20260910.d021330
Exact content
mdr add arcasilesgroup/ai-engineering/ai-architect@sha256:b027383d9f0d131e

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_hfb4ud7v75ob5ws7.svg)](https://markdownregistry.com/a/art_hfb4ud7v75ob5ws7)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260910.d021330 latest2026-09-10 d021330 32,446 BA view · diff
git:20260901.88246a62026-09-01 88246a6 32,110 BA view · diff
git:20260901.dca22e52026-09-01 dca22e5 1,477 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 (32446 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

arcasilesgroup/ai-engineering · 55 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hfb4ud7v75ob5ws7
GET https://markdownregistry.com/api/v1/resolve?ref=arcasilesgroup/ai-engineering/ai-architect
GET https://markdownregistry.com/api/v1/blob/b027383d9f0d131e987a142b65d67c889753245f936b7f6e5331e6382a2111ec

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