requirements-authoring-flow

requirements-authoring-flow is a skill for Claude Code, Codex from griddynamics/rosetta. It costs 21 tokens per session (1,781 once invoked), scanned A, original, Apache-2.0.

A structured process for writing and checking software requirements and specifications. It includes review and user approval steps.

In plain words
What is it for?
Use it to draft, edit, review, or validate requirements for a software change.
Why use it?
It reduces misunderstandings and premature implementation by making each requirement explicit, reviewable, and traceable.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/griddynamics/rosetta/requirements-authoring-flow
Any agent
npx skills add griddynamics/rosetta --skill requirements-authoring-flow
Clone the repo
git clone --depth 1 https://github.com/griddynamics/rosetta

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.

agentmods badge for requirements-authoring-flow

README.md
[![agentmods](https://agentmods.dev/badge/skills/griddynamics/rosetta/requirements-authoring-flow.svg)](https://agentmods.dev/skills/griddynamics/rosetta/requirements-authoring-flow)
Your own site
<a href="https://agentmods.dev/skills/griddynamics/rosetta/requirements-authoring-flow"><img src="https://agentmods.dev/badge/skills/griddynamics/rosetta/requirements-authoring-flow.svg" alt="Measured on agentmods" height="20"></a>
Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,781 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00021 $0.01781
Opus 5 $0.00010 $0.00890
Sonnet 5 $0.00004 $0.00356
Haiku 4.5 $0.00002 $0.00178

Measured 2d ago against content hash c68142bf7323, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

requirements-authoring-flow 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 2d 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.

plugins/core-antigravity-light/skills/requirements-authoring-flow/SKILL.md · 173 lines

How it starts

The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.

<description_and_purpose> Prevents premature drafting by enforcing HITL gates where every <req> unit receives explicit user approval before proceeding. Each phase produces traceable artifacts (Final Requirements Set, Validation Pack, Traceability Matrix). Input: user request for new requirements, edits, review, refactor, or validation; USE SKILL requirements-authoring and PROACTIVELY REQUIRE its use in all phases and subagents. </description_and_purpose>

<workflow_phases>

<prerequisites phase="0", applies="ALL">

  1. All Rosetta prep steps MUST be FULLY completed
  2. USE SKILL load-project-context, hitl
  3. MUST ALWAYS use todo tasks ledger, ASAP. Phases are sequential. Independent tasks can run in parallel.
  4. No rush, take your time, MUST FOLLOW WORKFLOW ENTIRELY, no skipping
  5. Every phase MUST update requirements-authoring-flow-state.md in FEATURE TEMP with: phase name, status, artifact produced, and open questions.
  6. Orchestrator and subagents MUST USE SKILL requirements-authoring.
  7. If task is to reverse engineer orchestrator MUST USE SKILL reverse-engineering.
  8. Keep requirement identifiers in code comments only, must not be user facing.
  9. If /goal is set repeat phases 5-6 until goal is met, then continue with the rest of phases.
  10. This workflow MUST be used with Fable, Opus, GPT-5.5+ class models => IF NOT - DEMAND USER TO SWITCH MODEL

IMPORTANT! If the task is to reverse engineer requirements, spawn MULTIPLE subagents with each handling one unit of analysis (one screen, one page, one controller, one endpoint, etc) to effectively prevent hallucinations by narrow scoping for phases intent_capture, outline, draft, validate.

Artifact: Discovery Summary (context, existing requirements, constraints, affected files). Done when: scope boundaries and relevant requirement files are identified.

  1. Complete all Rosetta prep steps
  2. Detect environment and project structure
  3. Read existing requirements, glossary, assumptions, constraints
  4. Identify requirement areas (FR, NFR, interfaces, data, traceability)
  5. Record assumptions and unknowns
  6. Required skills: requirements-authoring
  7. Recommended skills: reverse-engineering

Artifact: Research Notes (sources, constraints, prior art, reusable requirement patterns). Done when: relevant references are gathered OR no additional sources are needed. Skip when: local context is complete and no external standards are needed.

  1. Gather supporting docs and prior decisions
  2. Collect requirement patterns and quality criteria
  3. Capture measurable thresholds and terminology constraints
  4. Required skills: requirements-authoring

<intent_capture phase="3" priority="must" subagent="requirements-engineer" role="Requirements analyst capturing intent and assumptions" subagent_required_model="inherit">

Artifact: Intent Capture. Done when: intent is restated, scope and goals confirmed, assumptions listed, and questions resolved.

  1. Restate intent and confirm scope and goals
  2. List assumptions and targeted questions
  3. HITL: present intent capture and get explicit approval
  4. Resolve blockers before outlining or drafting
  5. Required skills: requirements-authoring

</intent_capture>

Artifact: Requirement Outline (areas, file mapping, ID strategy, traceability plan). Done when: user approves structure and requirement batching strategy.

  1. Propose MECE structure and area abbreviations
  2. Map files and IDs without writing final requirement text
  3. HITL: get user approval on structure and scope
  4. Required skills: requirements-authoring

Read the full file on GitHub · 173 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. 2d ago First seen · 173 lines · 21 tokens per session scan A c68142bf7323

Subscribe to this mod's changes

requirements-authoring-flow is a skill published in the GitHub repository griddynamics/rosetta (342 stars, last pushed yesterday), licensed Apache-2.0. It adds 21 tokens to every session and 1,781 once invoked, about $0.0001 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.