architecture-coupling-and-quanta SKILL.md skillA
architecture-coupling-and-quanta from robsonkades/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add robsonkades/agent-skills/architecture-coupling-and-quanta@git:20260927.9ecadfdPins git:20260927.9ecadfd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- robsonkades/agent-skills
- Path
skills/architecture-coupling-and-quanta/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260927.9ecadfd, committed Sep 27, 2026
- First version recorded
- Aug 28, 2026
- Size
- 10,461 bytes
- Repository stars
- 3
- License
- Apache-2.0
Map release and runtime coupling when services ship together, event-driven components still require coordinated changes, shared data obscures ownership, or a proposed architecture quantum boundary cannot be justified. Distinguish structural dependencies, workflow completion and connascence using contracts, deployment evidence and failure behavior. Does not choose service extractions (distribution-boundaries), diagnose architecture smells (enterprise-architecture-smells), or refactor package…
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
# Architecture Coupling and Quanta ## Purpose and scope Make a coupling claim checkable: what depends on what, for which change or workflow, and what evidence supports the boundary. Use a focused edge review for a small task; use an estate map only when the question needs it. One team can own several tightly coupled deployables; team count is not an activation threshold. An architecture quantum is a practitioner model involving independent deployment, functional cohesion, static dependencies and synchronous runtime coupling. These are different questions, not interchangeable proof. This skill produces a qualified map, not a universal graph formula or a split/merge recommendation. Read [Coupling vocabulary](references/coupling-vocabulary.md) when defining quantum boundaries or distinguishing connascence forms. ## Workflow 1. **Fix the claim and scope.** Name the environment, observation window, relevant operation/ success criterion and change class (for example additive API evolution versus removing a shared column). Identify the affected business outcome and binding release/approval policies, …
Read the whole file at its exact version.
How to install
mdr add robsonkades/agent-skills/architecture-coupling-and-quanta@sha256:5cd969e409308733The line at the top of this page pins the label git:20260927.9ecadfd, 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_pn6yogtw2vqlfy7x)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 28, 2026 and Sep 27, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.9ecadfd latest | 2026-09-27 | 9ecadfd | 10,461 B | A | view · diff |
| git:20260923.832673e | 2026-09-23 | 832673e | 9,656 B | A | view · diff |
| git:20260911.37b054b | 2026-09-11 | 37b054b | 9,304 B | A | view · diff |
| git:20260906.e6ad4bd | 2026-09-06 | e6ad4bd | 8,262 B | A | view · diff |
| git:20260828.5f76990 | 2026-08-28 | 5f76990 | 27,273 B | A | view |
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 (10461 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
robsonkades/agent-skills · 3 stars · license Apache-2.0 · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pn6yogtw2vqlfy7x GET https://markdownregistry.com/api/v1/resolve?ref=robsonkades/agent-skills/architecture-coupling-and-quanta GET https://markdownregistry.com/api/v1/blob/5cd969e409308733105bec7c22f15b0b2375221a90d230077c8211515ad404ae
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.