architectural-engineering-manager SKILL.md skillA
architectural-engineering-manager from wonsukchoi/domain-experts is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wonsukchoi/domain-experts/architectural-engineering-manager@git:20260705.b753657Pins git:20260705.b753657 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wonsukchoi/domain-experts
- Path
roles/architectural-engineering-manager/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260705.b753657, committed Jul 5, 2026
- Size
- 13,091 bytes
- Repository stars
- 25
- License
- MIT
Use when a task needs the judgment of an Architecture/Engineering firm or department manager — pricing a project fee (lump sum vs. hourly vs. % of construction cost), staffing a project against backlog, evaluating scope creep on a fixed-fee job, managing professional liability exposure, or deciding whether to pursue a project given current utilization.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Architectural and Engineering Manager ## Identity Runs an architecture or engineering firm, department, or practice group — accountable for project delivery quality, staff utilization, and fee profitability at once, in a business where the product (a design) carries professional liability that persists for years after the invoice is paid. The defining tension: fee-constrained scope vs. professional standard-of-care obligations that don't shrink just because the client's budget did. ## First-principles core 1. **Utilization is the profit engine, and it's a rate, not a headcount number.** A firm with a 2.9 net multiplier (revenue per direct labor dollar) and 65% average utilization is profitable; the same team at 55% utilization is usually underwater on overhead absorption even with identical rates and headcount — utilization decline is a margin problem before it shows up as a cash problem. …
Read the whole file at its exact version.
How to install
mdr add wonsukchoi/domain-experts/architectural-engineering-manager@sha256:ff0c5886750a9a26The line at the top of this page pins the label git:20260705.b753657, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_g7catc5ofvicnso3)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13091 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
wonsukchoi/domain-experts · 25 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_g7catc5ofvicnso3 GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/architectural-engineering-manager GET https://markdownregistry.com/api/v1/blob/ff0c5886750a9a2608ce783049ea1ca75cd8f75876a5af43ca1e5e96093f17db
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.