goga-define-requirements SKILL.md skillB
goga-define-requirements from qarium/goga is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qarium/goga/goga-define-requirements@git:20260818.89efbedPins git:20260818.89efbed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qarium/goga
- Path
goga/assets/skills/goga-define-requirements/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260818.89efbed, committed Aug 18, 2026
- Size
- 8,701 bytes
- Repository stars
- 44
- License
- BSD-3-Clause
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
# goga-define-requirements
## Purpose
Define the product requirements that describe what the product must do to deliver the established user experience and achieve the agreed product goals.
Transform the product context and user experience into explicit, observable, and testable product behaviour.
The result must be detailed enough for engineering to begin technical design without requiring product decisions to be invented.
---
## Contract
```yaml
consume:
- product
- problem
- users
- goals
- user_experience
produce:
- requirements
```
---
## Core Principle
A requirement describes required product behaviour.
It answers:
> What must the product do?
It must not answer:
> How should engineers implement it?
For example:
> When the user cancels an eligible order, the product must show that cancellation is in progress.
is a product requirement.
This is not:
> The frontend must call `POST /orders/{id}/cancel`.
The second describes implementation.
---
## Process
### 1. Derive requirements from the experience
Review the complete `user_experience`.
Identify every meaningful product behaviour required to make that experience possible.
Trace:
```text
…Read the whole file at its exact version.
How to install
mdr add qarium/goga/goga-define-requirements@sha256:6cef4c542ac4564dThe line at the top of this page pins the label git:20260818.89efbed, 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_ftun7nt2q57zu7id)
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Versions
The registry has recorded 1 version of this file, committed on Aug 18, 2026.
Audit of the latest version
- fail: Frontmatter declares a description
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Size between 200 bytes and 200 KB (8701 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
qarium/goga · 44 stars · license BSD-3-Clause · pushed 2026-10-21 · branch 2.1.x
API
GET https://markdownregistry.com/api/v1/artifacts/art_ftun7nt2q57zu7id GET https://markdownregistry.com/api/v1/resolve?ref=qarium/goga/goga-define-requirements GET https://markdownregistry.com/api/v1/blob/6cef4c542ac4564d5eae9d58226a8399aaa660eefdd549a3d3641b080bf81283
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.