specification-writing

Write feature specifications as requirements and user stories with acceptance criteria, focusing on business value and testable conditions.

509 stars

Best use case

specification-writing is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Write feature specifications as requirements and user stories with acceptance criteria, focusing on business value and testable conditions.

Teams using specification-writing should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/specification-writing/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/methodologies/spec-kit/skills/specification-writing/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/specification-writing/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How specification-writing Compares

Feature / Agentspecification-writingStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Write feature specifications as requirements and user stories with acceptance criteria, focusing on business value and testable conditions.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Specification Writing

## Overview

Write comprehensive feature specifications from business-level descriptions. Produces requirements, user stories, acceptance criteria, and scope boundaries that define WHAT to build without prescribing HOW.

## When to Use

- Defining a new feature before planning or implementation
- Formalizing vague feature requests into structured requirements
- Clarifying scope boundaries for a feature area
- Establishing acceptance criteria for user stories

## Key Principle

Specifications describe desired behavior from the user's perspective. They define **what** the system should do, not **how** it should be built. Business value must be explicit in every requirement.

## Process

1. **Elicit requirements** - Extract functional and non-functional requirements from feature description
2. **Write user stories** - Author stories in standard format with personas
3. **Define acceptance criteria** - Testable conditions for each story (Given/When/Then)
4. **Identify edge cases** - Error scenarios and boundary conditions
5. **Clarify gaps** - Surface and resolve ambiguities and contradictions
6. **Document assumptions** - Make implicit assumptions explicit
7. **Define scope** - Clearly delineate in-scope vs. out-of-scope
8. **Human review** - Approve specification before planning

## Tool Use

Invoke via babysitter process: `methodologies/spec-kit/spec-kit-specification`
Full pipeline: `methodologies/spec-kit/spec-kit-orchestrator`

Related Skills

tech-writing-lint

509
from a5c-ai/babysitter

Automated technical writing style and quality enforcement. Lint documentation with Vale, check for inclusive language, enforce style guides, and analyze readability metrics.

tech-writing-linter

509
from a5c-ai/babysitter

Lint technical documentation for style, consistency, and readability

academic-writing-publication

509
from a5c-ai/babysitter

Prepare manuscripts following APA, ASA, or discipline-specific guidelines with proper reporting standards and peer review navigation

philosophical-writing-argumentation

509
from a5c-ai/babysitter

Compose clear, rigorous philosophical prose with well-structured arguments, anticipation of objections, and proper scholarly engagement with existing literature

grant-narrative-writing

509
from a5c-ai/babysitter

Compose compelling research narratives for NEH, ACLS, and foundation funding proposals with clear significance statements

learning-objectives-writing

509
from a5c-ai/babysitter

Write measurable, SMART learning objectives using Bloom's Taxonomy cognitive levels aligned with desired outcomes and assessment strategies

interpretive-writing

509
from a5c-ai/babysitter

Create accessible interpretive content for diverse audiences including labels, wall text, catalog essays, educational materials, and digital content

grant-proposal-writing

509
from a5c-ai/babysitter

Develop compelling funding proposals for foundations, government agencies, and corporations including narrative development, budget creation, and compliance documentation

style-specification

509
from a5c-ai/babysitter

Create ultra-detailed musical style specifications including genres, BPM, instrumentation, vocal direction, production aesthetics, and reference tracks for AI music generation

lyric-writing

509
from a5c-ai/babysitter

Write complete song lyrics with structural annotations and production notes optimized for AI music generation platforms like Suno and Udio

treatment-writing

509
from a5c-ai/babysitter

Develop narrative synopses that tell the complete story cinematically, serving as sales documents and production blueprints

scene-writing

509
from a5c-ai/babysitter

Write individual screenplay scenes with proper industry formatting, visual action, and dramatic structure