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duanbiao2000
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context-driven-development

Manage project context artifacts like product.md and workflow.md for Conductor projects.

3|1|Updated Feb 3, 2026
Search Tags:#workflow#context#product-management#artifact-management#living-documentation#ai-alignment
One-click install
npx skills add https://github.com/duanbiao2000/obsidianDoc26 --skill context-driven-development-duanbiao2000
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: context-driven-development
Source: https://github.com/duanbiao2000/obsidianDoc26/tree/main/agents-main/plugins/conductor/skills/context-driven-development
Command: npx skills add https://github.com/duanbiao2000/obsidianDoc26 --skill context-driven-development-duanbiao2000

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Use project context as a managed artifact to ensure AI alignment and team understanding across Conductor projects.

Core Features & Use Cases

  • Establish context artifacts alongside code (product.md, tech-stack.md, workflow.md) to create a single source of truth.
  • Follow a structured Context → Spec & Plan → Implement workflow with distinct phases and guardrails.
  • Maintain synchronized context through lifecycle practices, validation checks, and cross-artifact relationships.

Quick Start

Run the Conductor setup to generate and synchronize the core context artifacts for a project.

Frequently Asked Questions about context-driven-development

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

FAQPage Schema
How do I manage project context artifacts to align AI interactions?▼

Project context artifacts like product.md, tech-stack.md, and workflow.md establish a single source of truth for consistent AI alignment. They ensure synchronized context and support reliable team decision-making across project lifecycles.

What is the best way to maintain living documentation for AI-assisted development?▼

Maintain living documentation by treating context as a managed artifact alongside code. Follow a structured Context → Spec & Plan → Implement workflow with validation checks and cross-artifact relationships to keep project context continuously synchronized.

How do I set up context artifacts for a greenfield or brownfield Conductor project?▼

Run the Conductor setup to generate and synchronize core context artifacts like product.md, tech-stack.md, and workflow.md. This establishes the initial baseline required for structured development and continuous artifact management.

Does context-driven development work with existing brownfield project workflows?▼

Yes, context-driven development applies to both greenfield and brownfield Conductor projects. It encapsulates workflows, artifact relationships, and validation guidelines to maintain synchronized context regardless of the existing lifecycle stage.

Why does AI lose alignment with project context over time?▼

AI loses alignment when context artifacts become outdated relative to code. Establishing a single source of truth through lifecycle practices and validation checks ensures cross-artifact relationships maintain synchronized context for consistent AI interactions.

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