sales-codebase-knowledge-transfer - Explain and maintain sales analytics codebase knowledge
Creates and maintains code-grounded knowledge-transfer materials for the Enterprise Sales Analytics codebase and validates junior-developer understanding.
Tags
Updated: 2026-10-05Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Explain implemented code
- Map repository structure
- Trace end-to-end data flows
- Document setup and execution
- Create debugging guides
- Create safe-change playbooks
- Develop hands-on exercises
- Validate learner knowledge
- Review documentation against evidence
- Track documentation freshness
Inputs
- Accessible repository
- Repository revision
- Requirement documents
- Approved analysis documents
- Source code
- SQL and migrations
- Configuration files
- Test fixtures and sample data
- Operational documentation
- Skill handoffs
- Existing KT materials
Outputs
- Knowledge-transfer guides
- Repository maps
- Architecture walkthroughs
- Data-flow diagrams
- Setup and execution instructions
- Debugging guides
- Troubleshooting procedures
- Safe-change playbooks
- Learning exercises
- Knowledge checks
- Reverse-KT checklists
- KT index and change log
Requirements
- Recursive repository access
- Identified project scope
- Identified target revision
- Safe local or test access
- Required validation software
- Stable enough implementation
- No secret values in outputs