Context Driven Development

by wshobson46891e7e60daNo licenseListed Oct 8, 2026Updated Oct 8, 2026

Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts context from existing codebases, validates artifact consistency before implementation, and synchronizes documents as the project evolves. Use when setting up a project, creating or updating product docs, managing a tech stack file, defining development workflows, tracking work units, onboarding to an existing codebase, or running project scaffolding.

AI-generated overview

Maintains project context artifacts (product, tech stack, workflow, tracks) in a conductor directory for AI-assisted development.

What it does
This skill guides the creation and upkeep of structured project context documents such as product.md, tech-stack.md, workflow.md, and tracks.md inside a conductor/ directory. It covers scaffolding new projects, extracting context from existing codebases, validating artifact consistency before implementation, and synchronizing documents as a project evolves. It also provides best practices for reading, updating, versioning, and reviewing context artifacts. It is instructions only and ships no scripts.
When to use it
Use it when setting up a new project, onboarding to an existing codebase, or creating and updating product, tech stack, workflow, or work-tracking documents. It also fits maintaining consistency across AI-assisted development sessions and deciding when context documents should be updated.
Requirements
No tools, packages, or credentials are required beyond the agent; the skill is instructions only and ships no scripts. It references two model-readable files, references/details.md and references/artifact-templates.md.

Context-Driven Development

Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.

When to Use This Skill

  • Setting up new projects with Conductor
  • Understanding the relationship between context artifacts
  • Maintaining consistency across AI-assisted development sessions
  • Onboarding team members to an existing Conductor project
  • Deciding when to update context documents
  • Managing greenfield vs brownfield project contexts

Detailed patterns and worked examples

Detailed pattern documentation lives in references/details.md. Read that file when the navigation tier above is insufficient.

Best Practices

  1. Read context first: Always read relevant artifacts before starting work
  2. Small updates: Make incremental context changes, not massive rewrites
  3. Link decisions: Reference context when making implementation choices
  4. Version context: Commit context changes alongside code changes
  5. Review context: Include context artifact reviews in code reviews
  6. Validate regularly: Run context validation checklist before major work
  7. Communicate changes: Notify team when context artifacts change significantly
  8. Preserve history: Use git to track context evolution over time
  9. Question staleness: If context feels wrong, investigate and update
  10. Keep it actionable: Every context item should inform a decision or behavior

Source and attribution

Source:wshobson/agentsinplugins/conductor/skills/context-driven-developmentat commit46891e7

License: No license

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