ai-backlog-refiner
OfficialTransform ideas into sprint-ready stories.
Product & Management#product management#backlog refinement#agile#sprint planning#user stories#ai requirements
AuthorEthical-AI-Syndicate
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill transforms vague AI capability ideas into structured, actionable user stories that are ready for sprint planning, ensuring clarity on requirements, data needs, and acceptance criteria.
Core Features & Use Cases
- Structured Story Generation: Creates detailed user stories with AI-specific acceptance criteria, technical requirements, and data needs.
- Refinement Status Tracking: Assigns clear statuses (READY_FOR_SPRINT, NEEDS_CLARIFICATION, NEEDS_FEASIBILITY, BLOCKED) with justifications.
- Use Case: When a stakeholder says "AI should improve our customer support response time," this Skill will generate a story detailing the exact accuracy needed, how confidence levels are handled, what data is required for training, and what fallback behaviors are in place.
Quick Start
Use the ai-backlog-refiner skill to transform the idea 'AI should summarize meeting transcripts' into a sprint-ready user story.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ai-backlog-refiner Download link: https://github.com/Ethical-AI-Syndicate/skills/archive/main.zip#ai-backlog-refiner Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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