What files are managed by the Conductor skill?

It primarily manages product.md (what/why), tech-stack.md (technologies), workflow.md (practices), tracks.md (progress tracking), and product-guidelines.md (communication standards).

How does this skill improve Claude's performance?

By providing a structured 'single source of truth' in specific files like tech-stack.md and product.md, it reduces the need for repetitive prompting and ensures Claude produces code that matches your established patterns.

Can I use this with an existing (brownfield) project?

Yes, the skill includes a setup process that analyzes existing code and configurations to extract implicit context and pre-populate your documentation artifacts.

What is Context-Driven Development?

Context-Driven Development is a methodology that treats project context (goals, tech stack, and workflows) as managed artifacts alongside your source code to ensure AI assistants have a persistent foundation for all tasks.

Context-Driven Development (Conductor)

Name: Context-Driven Development (Conductor)
Author: duanbiao2000

byduanbiao2000

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생산성 및 워크플로

Manages project context as a first-class artifact to ensure consistent AI interactions and team alignment throughout the development lifecycle.

This skill implements a structured methodology for managing project context alongside code, utilizing dedicated artifacts like product.md and tech-stack.md to provide a single source of truth for both humans and AI. By establishing a clear 'Context → Spec & Plan → Implement' workflow, it ensures that Claude remains aligned with project goals, technical constraints, and development standards, significantly reducing hallucinations and the need for repetitive prompting in long-running projects or complex codebases.

주요 기능

01Detailed track system for managing work units and session continuity

02Living documentation workflow that evolves alongside implementation

030 GitHub stars

04Structured context management using standardized Markdown artifacts

05Greenfield and brownfield project initialization and analysis

06Automated synchronization between product vision and technical specs

사용 사례

01Standardizing development workflows and technical standards across a project

02Onboarding AI assistants and new team members to complex existing codebases

03Maintaining consistency across multiple AI-assisted development sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add duanbiao2000/obsidiandoc26 context-driven-development

For use in Claude.ai and ChatGPT

Download Skill