How does this skill improve AI performance?

By providing a structured 'single source of truth,' it prevents AI from losing context or making incorrect architectural assumptions during development sessions.

Can I use this on existing projects?

Yes, the skill supports brownfield detection to analyze and extract context from existing codebases, configs, and documentation.

What is Context-Driven Development (CDD)?

CDD is a methodology that treats project documentation as a managed artifact to guide AI and human developers consistently through structured files.

What are the core artifacts managed by this skill?

It manages product.md (vision), tech-stack.md (technologies), workflow.md (practices), and tracks.md (work unit registry).

Context-Driven Development

Name: Context-Driven Development
Author: Microck

byMicrock

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生产力与工作流

Manages project context through structured markdown artifacts to ensure consistent AI alignment and team collaboration.

The Context-Driven Development (CDD) skill implements the Conductor methodology, treating project context as a first-class managed artifact alongside your source code. By maintaining structured files like product.md, tech-stack.md, and workflow.md, this skill bridges the gap between high-level project goals and technical implementation, providing a persistent foundation for AI-assisted development. It is particularly useful for onboarding team members, maintaining consistency across multiple AI chat sessions, and ensuring that technical decisions remain aligned with product vision throughout the project lifecycle.

主要功能

01Synchronization logic to keep documentation and code implementation aligned

02Structured management of product vision, technical stacks, and team workflows

03Automated setup of Conductor context artifacts for greenfield and brownfield projects

04Built-in validation checklists for product, technical, and workflow readiness

052 GitHub stars

06Track-based progress monitoring to maintain session continuity with AI assistants

使用场景

01Transitioning from planning to implementation phases in complex AI-assisted projects

02Establishing a single source of truth for AI agents to prevent context loss

03Onboarding new developers by providing a comprehensive technical and product overview

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microck/opendots-microck context-driven-development

For use in Claude.ai and ChatGPT

Download Skill