Context Driven Development

作者 wshobson46891e7e60da无许可证收录于 2026年10月8日更新于 2026年10月8日

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 生成的概览

在 conductor 目录中维护项目上下文文档(产品、技术栈、工作流、工作单元),用于 AI 辅助开发。

功能
该技能指导在 conductor/ 目录中创建和维护结构化的项目上下文文档,例如 product.md、tech-stack.md、workflow.md 和 tracks.md。它涵盖从零搭建新项目、从现有代码库中提取上下文、在实施前校验文档一致性,以及随项目演进同步文档。它还提供阅读、更新、版本管理和评审上下文文档的最佳实践。该技能仅为说明性内容,不附带脚本。
适用场景
适用于搭建新项目、接手现有代码库,或创建和更新产品、技术栈、工作流及工作跟踪文档的场景。也适合在 AI 辅助开发过程中保持上下文一致,以及判断何时需要更新上下文文档。
运行要求
除智能体本身外无需任何工具、软件包或凭据;该技能仅为说明性内容,不附带脚本。它引用两个可供模型读取的文件:references/details.md 和 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

来源与署名

来源:wshobson/agents位于plugins/conductor/skills/context-driven-development提交46891e7

许可证: 无许可证

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