Home / swingerman / engineer · engineer/skills/prototype/SKILL.md · GitHub

prototype skillA

prototype is agent-read markdown (skill) from swingerman/engineer: Use to rough out a working thing fast, zero ceremony, before committing to the pipeline — the prototype IS the spec. Triggers — "/engineer.prototype", "prototype this", "quick prototype", "spike it", "rough it out", "throwaway version", "let's prototype"..

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

# prototype

The **prototype-first path** to a feature (see
`${CLAUDE_PLUGIN_ROOT}/references/two-paths.md`). Build a **rough working thing
fast** and **iterate it** — no feature list, no stories, just the concept and
rounds — until it converges. No ACs, no plan, no tests, no gates, no gauntlet:
there is nothing to grade against yet, because **the prototype is what
everything else will be graded against.** Most prototypes are learning; the ones
worth keeping **convert to spec** — reaching the *same* fully-specced, hardened
feature as spec-first, by build-then-spec instead of spec-then-build.

The **iteration loop is the point** — it is where the speed comes from. Expect
several rounds; the "one thing it must demonstrate" sharpens as you go.

Sits *before* `discuss`/`feature-init` in ceremony: `discuss` talks an idea
through; `prototype` builds it to find out. `discuss` and `feature-init` offer
this path as a first-class entry.

## When to use

- `/engineer.prototype "<idea>"` — spike an idea into a runnable rough cut.
- The core question is "what would this even look like / feel like / do?" and a
  paragraph of spec won't answer it but ten minutes of code will.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add swingerman/engineer/prototype@git:20260826.e7447cd
Exact content
mdr add swingerman/engineer/prototype@sha256:9d2eea61e1ec756f

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Versions

versioncommittedcommitsizeaudit
git:20260826.e7447cd latest2026-08-26 e7447cd 6,164 BA view · diff
git:20260823.7f6ca142026-08-23 7f6ca14 4,834 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 (6164 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

swingerman/engineer · 150 stars · license MIT · pushed 2026-09-22 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_hja57qdbwaeg3g5e
GET https://markdownregistry.com/api/v1/resolve?ref=swingerman/engineer/prototype
GET https://markdownregistry.com/api/v1/blob/9d2eea61e1ec756f7ac8048fd351fb1da5418d876615f287a3dff75e3e428e97

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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Every file in swingerman/engineer

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