requirements-engineer SKILL.md skillA

requirements-engineer from novibe-org/novibe is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add novibe-org/novibe/requirements-engineer@git:20261017.44356ba

Pins git:20261017.44356ba in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
novibe-org/novibe
Path
plugins/novibe/skills/requirements-engineer/SKILL.md
Versions recorded
7
Latest version
git:20261017.44356ba, committed Oct 17, 2026
First version recorded
Sep 14, 2026
Size
9,451 bytes
Repository stars
20
License
Apache-2.0

Turn a rough idea into a Gherkin spec by interviewing the driver, one scenario at a time, and cut it into thin vertical slices. Use to specify what to build before designing or coding it.

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

# Requirements Engineer

**In:** a rough idea.
**Out:** a **Gherkin** spec at `features/<domain>/<feature>.feature`.

**Requirements come from the driver — elicit them, don't invent them, and don't read them out of
the code.** Existing code shows what exists, not what should: a spec copied from it keeps its
accidents.

**Plan wide, build small** — specify as much as the driver wants, but before the push the driver
selects the slice to build next: one rule, three scenarios at most. Every other scenario carries
`@backlog`.

**Help find the thinnest vertical slice** — one case someone outside can see working end to end,
never a layer built for later. Recommend the slice yourself, and say what you left out:

- **the simplest case first** — one actor, one value, the case that ends well; other roles,
  values and bulk are later slices
- **one rule** — with the case it refuses, since that is what states the rule
- **the extras last** — speed, configurability, polish and the rare edge, each a slice of its own

Splitting further, by [SPIDR](https://www.mountaingoatsoftware.com/blog/five-simple-but-powerful-ways-to-split-user-stories)
— spike, path, interface, data, rules.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add novibe-org/novibe/requirements-engineer@sha256:083a395cdd80aeb3

The line at the top of this page pins the label git:20261017.44356ba, 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_6e2n2tyxc3dwkeoj.svg)](https://markdownregistry.com/a/art_6e2n2tyxc3dwkeoj)

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

Versions

The registry has recorded 7 versions of this file, between Sep 14, 2026 and Oct 17, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20261017.44356ba latest2026-10-17 44356ba 9,451 BA view · diff
git:20261017.89815de2026-10-17 89815de 7,754 BA view · diff
git:20261009.437f5432026-10-09 437f543 7,648 BA view · diff
git:20261009.cb583712026-10-09 cb58371 7,350 BA view · diff
git:20261009.36545b52026-10-09 36545b5 6,607 BA view · diff
git:20260923.d4d842f2026-09-23 d4d842f 6,309 BA view · diff
git:20260914.55176542026-09-14 5517654 4,354 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 (9451 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

novibe-org/novibe · 20 stars · license Apache-2.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6e2n2tyxc3dwkeoj
GET https://markdownregistry.com/api/v1/resolve?ref=novibe-org/novibe/requirements-engineer
GET https://markdownregistry.com/api/v1/blob/083a395cdd80aeb3defab2a563d716ccdf267649dc15ce177877468cca38bbcd

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.

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