How does this skill help with high-risk deployments?

It automatically flags high-risk changes (like schema updates or auth changes) and mandates a 'Strict Executable' mode that requires rollback plans and Plan B strategies for every step.

What is the difference between Quick Breakdown and Strict Executable modes?

Quick Breakdown is used for rapid brainstorming and mapping out a path, while Strict Executable is the recommended mode for production code, requiring detailed verification and recovery steps.

What is a 'minimum executable unit' in this skill?

A minimum executable unit is a task that focuses on a single goal, can be verified objectively within 10 minutes, and has a controlled change radius with a clear rollback path.

Which 'Slicing Perspective' should I choose?

Choose 'User Journey' for frontend/UX tasks, 'Data Flow' for backend/logic processing, and 'Module Boundary' for infrastructure or multi-stack architectural changes.

One Bite At A Time (Task Decomposition)

Name: One Bite At A Time (Task Decomposition)
Author: xiaxingxiaowei1983

byxiaxingxiaowei1983

0•

Productivity & Workflow

Decomposes complex, high-risk software tasks into small, verifiable units to ensure steady progress and safe implementation.

One Bite At A Time is a sophisticated task orchestration skill designed to eliminate the risks associated with 'big bang' development. It forces the decomposition of large requirements into minimum executable units (MEUs) that can be verified within 10 minutes and rolled back safely. By providing structured frameworks like User Journey or Data Flow slicing, it ensures every step has clear acceptance criteria, verification methods, and contingency plans, making it ideal for complex refactoring, critical migrations, and cross-functional feature development.

Key Features

01MVP-0 identification for establishing the shortest path to functional validation

02Mandatory risk assessment and automated high-risk flagging

03Standardized output templates featuring rollback procedures and Plan B contingencies

04Pre-defined slicing perspectives including User Journey, Data Flow, and Module Boundaries

050 GitHub stars

06Strategic task decomposition into 10-minute verifiable increments

Use Cases

01Navigating ambiguous feature requests by breaking them into manageable, measurable milestones

02Executing complex system migrations or refactors where the blast radius must be minimized

03Streamlining team collaboration and code reviews by producing granular, easy-to-verify changes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/ai one-bite-at-a-time

For use in Claude.ai and ChatGPT

Key Features

01MVP-0 identification for establishing the shortest path to functional validation

02Mandatory risk assessment and automated high-risk flagging

03Standardized output templates featuring rollback procedures and Plan B contingencies

04Pre-defined slicing perspectives including User Journey, Data Flow, and Module Boundaries

050 GitHub stars

06Strategic task decomposition into 10-minute verifiable increments

Use Cases

01Navigating ambiguous feature requests by breaking them into manageable, measurable milestones

02Executing complex system migrations or refactors where the blast radius must be minimized

03Streamlining team collaboration and code reviews by producing granular, easy-to-verify changes