ahmad-ubaidillah/context-driven-development
aizen-gate/skills-reference/.agent/skills/context-driven-development/SKILL.md
Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files.
development
Updated Mar 27, 2026
$ install --global
skillsauthnpx skillsauth add ahmad-ubaidillah/aizen-gate context-driven-developmentInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Mar 30, 2026, 7:57 AM36.9s31 files scanned
SKILL.md
- name:
- context-driven-development
- description:
- Use this skill when working with Conductor's context-driven
- version:
- 4.1.0-fractal
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.
Do not use this skill when
- The task is unrelated to context-driven development
- You need a different domain or tool outside this scope
Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open
resources/implementation-playbook.md.
Use this skill when
- 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
Core Philosophy
Context-Driven Development treats project context as a first-class artifact managed alongside code. Instead of relying on ad-hoc prompts or scattered documentation, establish a persistent, structured foundation that informs all AI interactions.
Key principles:
- Context precedes code: Define what you're building and how before implementation
- Living documentation: Context artifacts evolve with the project
- Single source of truth: One canonical location for each type of information
- AI alignment: Consistent context produces consistent AI behavior
The Workflow
Follow the Context → Spec & Plan → Implement workflow:
- Context Phase: Establish or verify project context artifacts exist and are current
- Specification Phase: Define requirements and acceptance criteria for work units
- Planning Phase: Break specifications into phased, actionable tasks
- Implementation Phase: Execute tasks following established workflow patterns
Artifact Relationships
🧠 Knowledge Modules (Fractal Skills)
1. product.md - Defines WHAT and WHY
2. product-guidelines.md - Defines HOW to Communicate
3. tech-stack.md - Defines WITH WHAT
4. workflow.md - Defines HOW to Work
5. tracks.md - Tracks WHAT'S HAPPENING
6. Keep Artifacts Synchronized
7. Update tech-stack.md When Adding Dependencies
8. Update product.md When Features Complete
9. Verify Context Before Implementation
10. Greenfield Projects (New)
11. Brownfield Projects (Existing)
12. Team Alignment
13. AI Consistency
14. Institutional Memory
15. Quality Assurance
16. Product Context
17. Technical Context
18. Workflow Context
19. Track Context
20. Stale Context
21. Context Sprawl
22. Implicit Context
23. Context Hoarding
24. Over-Specification
25. IDE Integration
26. Git Hooks
27. CI/CD Integration
28. Starting a New Session
29. Ending a Session
30. Handling Interruptions
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