What is Context-Driven Development (CDD)?

CDD is a methodology that treats project context—such as business goals, technical decisions, and workflows—as first-class artifacts managed in your repository alongside your code.

How does this skill improve Claude's coding output?

By providing a structured, persistent foundation of documentation, Claude can reference a single source of truth instead of relying on ad-hoc prompts, leading to more consistent and accurate code generation.

What core files are managed by the Conductor skill?

It manages product.md for vision, tech-stack.md for technologies, workflow.md for practices, and tracks.md for monitoring active work units.

Can I apply this to an existing codebase?

Yes, the skill includes a setup process for brownfield projects that analyzes existing code and configurations to generate a formalized context structure.

How does this help with multi-session development?

The skill uses a 'tracks' system to persist the state of tasks, allowing you to pick up exactly where you left off in previous AI sessions with full context.

Conductor Context-Driven Development

Name: Conductor Context-Driven Development
Author: as4584

byas4584

0•

Collaboration Tools

Implements a structured methodology for managing project context as code to ensure consistent AI alignment and team collaboration.

This skill enables Context-Driven Development by treating project documentation—such as product vision, technical stack, and workflow rules—as primary artifacts maintained alongside source code. By establishing a single source of truth through dedicated Markdown files, it ensures that Claude and human developers remain perfectly aligned on project goals, architectural decisions, and development standards. This structured approach reduces AI hallucinations, streamlines onboarding, and provides a clear lifecycle for transitioning from high-level requirements to executable code.

Key Features

01Automated project setup for both greenfield and brownfield repositories

02Context validation checklists to prevent documentation drift

03Active track registry to maintain session continuity and progress visibility

04Standardized Context → Spec & Plan → Implement development lifecycle

05Structured artifact management for product goals, tech stack, and workflows

060 GitHub stars

Use Cases

01Maintaining consistent technical standards across distributed development teams

02Onboarding team members or AI agents to complex existing codebases

03Reducing AI context drift by providing a persistent, structured foundation for every session

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add as4584/antigravity-skills context-driven-development

For use in Claude.ai and ChatGPT

Download Skill