prototype SKILL.md skillA

prototype from aethrox/doctrine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aethrox/doctrine/prototype@git:20260809.2a45dbb

Pins git:20260809.2a45dbb in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aethrox/doctrine
Path
skills/prototype/SKILL.md
Versions recorded
3
Latest version
git:20260809.2a45dbb, committed Aug 9, 2026
First version recorded
Aug 9, 2026
Size
4,952 bytes
Repository stars
19
License
MIT

Build a throwaway spike solution to answer one design or technical question before committing to an approach. Use when the user wants to sanity-check whether a state model, logic, or UI direction feels right, is unsure an approach will work, or wants to explore options before writing production code.

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

# Prototype

A spike solution (Kent Beck and Ward Cunningham's term from Extreme Programming) is a quick, throwaway program written to answer **one specific technical question**, ignoring every other concern. The code is not the deliverable; the answer is. Most spikes aren't good enough to keep, and that's by design: keeping one is a sign it wasn't actually a spike.

## Phase 1: Name the question

Before writing anything, state the single question this spike exists to answer; "does this state machine handle the cancel-mid-submit case correctly?", "can this API return the shape we need without an extra round-trip?", "what should this settings panel look like?" A spike with more than one question attached is really two spikes; split it.

Identify which kind of question it is, since it decides the artifact:

- **"Does this logic / state model hold up?"** → build a single shareable file (or minimal script) that drives the logic through the cases that are hard to reason about on paper, printing the resulting state after each step so the answer is visible, not inferred.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aethrox/doctrine/prototype@sha256:09aa52a37e24b39e

The line at the top of this page pins the label git:20260809.2a45dbb, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gxkbgbz3pe6kjaxj.svg)](https://markdownregistry.com/a/art_gxkbgbz3pe6kjaxj)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, all committed on Aug 9, 2026.

versioncommittedcommitsizeaudit
git:20260809.2a45dbb latest2026-08-09 2a45dbb 4,952 BA view · diff
git:20260809.5c2aad22026-08-09 5c2aad2 4,849 BA view · diff
git:20260809.21f29b02026-08-09 21f29b0 4,899 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (4952 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

aethrox/doctrine · 19 stars · license MIT · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gxkbgbz3pe6kjaxj
GET https://markdownregistry.com/api/v1/resolve?ref=aethrox/doctrine/prototype
GET https://markdownregistry.com/api/v1/blob/09aa52a37e24b39ebd9a7277a16aa325916ead8c29c2c1ed198c5e0eef9cc25f

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.

More from aethrox/doctrine

api-design-standards SKILL.md skill
aethrox/doctrine · skills/api-design-standards/SKILL.md · API design discipline grounded in the Microsoft/Google REST guidelines, resource and URL conventions, a chosen…
git:20260809.2a45dbb · audit A · 19 stars
architecture-diagram SKILL.md skill
aethrox/doctrine · skills/architecture-diagram/SKILL.md · Produce a software architecture diagram at the right level of zoom, using diagram as code so it can be shown inline…
git:20260809.2a45dbb · audit A · 19 stars
capacity-estimation SKILL.md skill
aethrox/doctrine · skills/capacity-estimation/SKILL.md · Turn a vague performance requirement into arithmetic before the architecture is chosen, size concurrency with Little's…
git:20260910.79ff911 · audit A · 19 stars
code-review SKILL.md skill
aethrox/doctrine · skills/code-review/SKILL.md · Code review discipline: the approval bar is "improves code health," not "perfect," Fowler's code-smell catalog gives…
git:20260809.2a45dbb · audit A · 19 stars
code-style-lint SKILL.md skill
aethrox/doctrine · skills/code-style-lint/SKILL.md · Discipline for code style and static analysis, adopt the ecosystem's established formatter as the non-negotiable source…
git:20260809.5c2aad2 · audit A · 19 stars
codebase-design SKILL.md skill
aethrox/doctrine · skills/codebase-design/SKILL.md · Module design discipline from John Ousterhout's A Philosophy of Software Design, depth as the metric (a lot of…
git:20260809.2a45dbb · audit A · 19 stars
dependency-upgrade-management SKILL.md skill
aethrox/doctrine · skills/dependency-upgrade-management/SKILL.md · Discipline for keeping dependencies current and deprecating capabilities safely, an inventory (SBOM) of what's actually…
git:20260809.2a45dbb · audit A · 19 stars
diagnosing-bugs SKILL.md skill
aethrox/doctrine · skills/diagnosing-bugs/SKILL.md · Systematic debugging discipline based on David Agans' nine rules, understand the system, reproduce reliably, bisect the…
git:20260809.2a45dbb · audit A · 19 stars
domain-modeling SKILL.md skill
aethrox/doctrine · skills/domain-modeling/SKILL.md · Domain-Driven Design discipline, build a ubiquitous language shared by code and conversation, draw explicit bounded…
git:20260809.2a45dbb · audit A · 19 stars
explain-plainly SKILL.md skill
aethrox/doctrine · skills/explain-plainly/SKILL.md · Default to explaining technical work in plain language for a non-technical audience, using an existing project glossary…
git:20260809.2a45dbb · audit A · 19 stars
grilling SKILL.md skill
aethrox/doctrine · skills/grilling/SKILL.md · Interview the user relentlessly, in rounds, to close the gap between what's known and what's needed before acting on a…
git:20260809.2a45dbb · audit A · 19 stars
handoff SKILL.md skill
aethrox/doctrine · skills/handoff/SKILL.md · Hand off in-progress work, an on-call shift, or an open incident to another person or agent using a fixed four-part…
git:20260911.a358ed0 · audit A · 19 stars

Every file in aethrox/doctrine

Other files named prototype

prototype SKILL.md skill
emilkowalski/skills · skills/prototype/SKILL.md · Build multiple genuinely different versions of a UI piece you describe, rendered behind a visual picker so you can flip…
git:20260915.85e8e23 · audit A · 54,854 stars
prototype SKILL.md skill
nightly-labs/openbot · .agents/skills/prototype/SKILL.md · Build several different design directions (3 by default) for a feature or issue as Storybook stories, show them to the…
git:20261024.51dc391 · audit A · 6,292 stars
prototype SKILL.md skill
vinvcn/mattpocock-skills-zh-cn · skills/engineering/prototype/SKILL.md · 构建一次性原型来回答一个设计问题。适用于用户想验证某个 state model 或 logic 是否感觉对,或探索 UI 应该长什么样时。
git:20261008.5be0dc1 · audit A · 5,611 stars
prototype SKILL.md skill
plugin87/ux-ui-agent-skills · .claude/skills/prototype/SKILL.md · Move an idea up the fidelity ladder (content-first → wireframe → low-fi → high-fi → code) with a validation plan at…
git:20261006.5751441 · audit A · 3,108 stars
prototype SKILL.md skill
mxyhi/ok-skills · prototype/SKILL.md · Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model…
git:20260831.e7f2564 · audit A · 510 stars
prototype SKILL.md skill
tobihagemann/turbo · claude/skills/prototype/SKILL.md · Build a self-contained local prototype at .turbo/prototypes/<slug>.html, drive it, and hand it to the user to settle…
git:20261013.4ae0dab · audit A · 418 stars
prototype SKILL.md skill
tobihagemann/turbo · codex/skills/prototype/SKILL.md · Build a self-contained local prototype at .turbo/prototypes/<slug>.html, drive it, and hand it to the user to settle…
git:20261013.4ae0dab · audit A · 418 stars
prototype SKILL.md skill
asymmetric-al/core · .agents/skills/prototype/SKILL.md · Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model…
git:20261022.752a38b · audit A · 370 stars

Browse by kind, by grade A, or by owner.