goga-define-requirements

goga-define-requirements is a skill for Claude Code, Codex from qarium/goga. It costs 7 tokens per session (1,602 once invoked), scanned A, original, BSD-3-Clause.

A product-requirements definition skill that turns a chosen user experience into explicit, observable, and testable product behaviour. It describes what the product must do, without prescribing how engineers should implement it.

In plain words
What is it for?
Use it to write detailed product requirements from the product context, users, goals, and user experience.
Why use it?
It prevents engineering work from starting with missing or invented product decisions. Clear requirements make the intended behaviour easier to design and verify.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to write detailed product requirements from the product context, users, goals, and user experience.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/qarium/goga/goga-define-requirements
View source ↗ qarium/goga
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add qarium/goga --skill goga-define-requirements
Clone the repo
git clone --depth 1 https://github.com/qarium/goga

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Your own site · 80×15
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Per session 7 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,602 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00007 $0.01602
Opus 5 $0.00003 $0.00801
Sonnet 5 $0.00001 $0.00320
Haiku 4.5 $0.00001 $0.00160

Measured 8d ago against content hash 6cef4c542ac4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

goga-define-requirements scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

goga/assets/skills/goga-define-requirements/SKILL.md · 406 lines

How it starts

The opening of the file, as written. The whole thing — 406 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

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:

Goal
  ↓
User Experience
  ↓
Requirement

Every significant requirement should have a clear reason to exist in the user experience.

Do not create requirements that are not needed by the established product experience.


2. Define observable behaviour

Requirements should describe behaviour that can be observed from outside the implementation.

Prefer:

The user can retry the operation after a recoverable failure.

over:

The retry handler must invoke the operation again.

The requirement should remain valid regardless of the implementation approach.


3. Cover the primary scenario

Define the behaviour required for the main user flow.

For each meaningful user action, determine what the product must do.

Consider:

  • accepted actions;
  • resulting state;
  • displayed information;
  • available next actions;
  • completion behaviour.

Read the full file on GitHub · 406 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 406 lines · 7 tokens per session scan A 6cef4c542ac4

Subscribe to this mod's changes

goga-define-requirements is a skill published in the GitHub repository qarium/goga (29 stars, last pushed 5d ago), licensed BSD-3-Clause. It adds 7 tokens to every session and 1,602 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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