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wshobson avatar

Context Driven Development

wshobson/agents

Creates a `conductor/` directory with structured project documentation including product.md, tech-stack.md, workflow.md, and tracks.md files. Useful when starting new projects or trying to wrangle existing codebases into something more maintainable. The setup command analyzes your existing code to pre-populate context files, which beats starting from scratch every time you talk to an AI assistant. Main benefit is keeping your project context consistent across development sessions instead of re-explaining your tech stack and goals repeatedly. Works better for teams than solo projects since the overhead pays off when onboarding people.

installs
11.2K
GitHub stars
41.8K
last updated
Aug 21, 2026
View on GitHubSave

Install

$ npx -y skills add wshobson/agents --skill context-driven-development --agent claude-code

Installs into .claude/skills of the current project.

Files

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
SKILL.md on GitHub

Sponsors

SnugThe clipboard manager you and your agent can use, safelyAgent CaffeineClose your lid, come back to finished workWaxBlock anything with supervision, without erasing your iPhoneOpen StepsSponsoredFree and open-source skills that make AI coding agents easier to understand, verify, and control.

Details

Repository
github.com/wshobson/agents
Categories
Documentation, Automation & Workflows

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