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MauricioZwenger
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mandu-tech-refiner

Analyze backlog items and generate technical tasks with estimates.

Updated Aug 23, 2026
Search Tags:#task automation#backlog analysis#backlog grooming#technical refinement#scope splitting
One-click install
npx skills add https://github.com/MauricioZwenger/ia-context --skill mandu-tech-refiner
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mandu-tech-refiner
Source: https://github.com/MauricioZwenger/ia-context/tree/main/.github/skills/mandu-tech-refiner
Command: npx skills add https://github.com/MauricioZwenger/ia-context --skill mandu-tech-refiner

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, python-docx, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps development teams convert functionally clarified work items into detailed technical plans, tasks, and estimations, streamlining the transition from backlog to sprint-ready items.

Core Features & Use Cases

  • Technical Refinement: Analyze existing functional specifications to produce concise technical insights for developers and QA.
  • Task Generation: Create standardized backend, frontend, and testing tasks with precise estimates.
  • Scope Management: Detect oversized PBIs and facilitate splitting them into manageable slices with traceability.
  • Use Case: A team receives a new PBI with detailed functional description. They run this Skill to generate technical tasks, validate scope, and update the backlog with technical context for sprint planning.

Quick Start

Use the mandu-tech-refiner to analyze an existing PBI ID provided, and generate a technical plan ready for approval.

Frequently Asked Questions about mandu-tech-refiner

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate technical refinement for backlog items?▼

Automating technical refinement involves analyzing functional specifications to generate implementation-ready stories and standardized tasks. This Skill processes existing PBIs to produce technical insights, precise estimates, and validated scopes for development teams.

What is the best way to split oversized backlog items?▼

Splitting oversized Product Backlog Items requires scope evaluation to detect complex work and divide it into manageable slices. This Skill detects oversized PBIs and facilitates splitting them while maintaining full traceability for sprint planning.

How do I generate backend and frontend tasks from functional requirements?▼

Generating backend and frontend tasks from functional requirements is done by evaluating technical specifications to create standardized testing tasks. This Skill analyzes functional descriptions to output structured technical deliverables with precise estimations.

Do I need Python and python-docx to automate backlog analysis?▼

Yes, you need Python and python-docx to automate backlog analysis, alongside custom scripts for environment validation and content extraction. These dependencies are required to run the automated technical analysis and generate structured deliverables.

Can I use this for technical risk assessment of sprint-ready stories?▼

Yes, you can use this for technical risk assessment of sprint-ready stories. The Skill evaluates technical risks and scope during the transition from functional requirements to implementation-ready stories, ensuring development teams have validated context.

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