Feature Spec Pipeline

Feature Spec Pipeline

End-to-end workflow for generating detailed feature specifications from rough ideas through user stories, acceptance criteria, and edge case analysis

Acceptance Criteria Writing

Writing precise, testable acceptance criteria in Given/When/Then format with measurable outcomes

Brief Compliance Check

Checks output against its stated brief — required sections, constraints, and missing deliverables

Consistency Check

Checks naming, terminology, tense, voice, style, and internal coherence across a document

Edge Case Analysis

Identifying edge cases, failure modes, and boundary conditions through systematic analysis across six dimensions

Feature Decomposition

Breaking down high-level features into implementable components with clear boundaries and dependencies

Input Gap Check

Checks whether enough material exists to run the workflow, flags missing inputs and weak assumptions

Risk Assessment

Identifying, categorising, and evaluating risks to product initiatives with mitigation strategies

Stakeholder Analysis

Identifying stakeholders, their needs, influence levels, and impact on product decisions

Acceptance Criteria Generator

Generate precise, testable acceptance criteria in Given/When/Then format for each user story

Analyse Stakeholders

Maps stakeholders by influence, interest, and engagement strategy

Check Brief Compliance

Verifies output meets all requirements from the original brief

Check Consistency

Checks naming, terminology, tense, voice, and internal coherence across a document

Edge Case Finder

Systematically identify edge cases across six analysis dimensions for a feature

Feature Brief Generator

Generate a structured feature brief from a rough idea, decomposing it into implementable components

Feature Spec Assembler

Assemble all pipeline outputs into a final, cohesive feature specification document

Risk Assessment Prompt

Evaluate risks across technical, market, operational, and strategic dimensions with mitigation plans

User Story Writer

Convert decomposed feature components into well-structured user stories with MoSCoW prioritisation

LLM Service

Language model service for analysis, synthesis, and document generation

Feature Specification Standards

Reference standards and industry best practices for feature specification writing

Product Strategy Guide

Reference framework for product strategy, vision alignment, and strategic decision-making

Feature Specification Guide

Guide to writing effective feature specifications using this pipeline

Feature Specification Template

Template for the final feature specification document produced by this pipeline