James Bach's HTSM Product Factors (SFDIPOT) analysis for comprehensive test strategy generation. Use when analyzing requirements, epics, or user stories to generate prioritized test ideas across Structure, Function, Data, Interfaces, Platform, Operations, and Time dimensions.
Quickly install sfdipot-product-factors AI skill to your development environment via command line
Source: proffesor-for-testing/agentic-qe.
| Structure | What IS it? | Components, code, dependencies | | Function | What does it DO? | Features, calculations, errors | | Data | What does it PROCESS? | Input, output, persistence | | Interfaces | How does it CONNECT? | UI, API, integrations | | Platform | What does it DEPEND ON? | OS, browser, hardware |
| Operations | How is it USED? | Workflows, admin, recovery | | Time | WHEN do things happen? | Concurrency, scheduling |
| New epic planning | High | Full SFDIPOT assessment + test ideas | | Sprint requirement review | Medium | Targeted analysis + clarifying questions | | Test strategy definition | High | Comprehensive test coverage plan | | Risk assessment | High | Domain-weighted priority assignment |
Stable fields and commands for AI/search citations.
npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill sfdipot-product-factorsJames Bach's HTSM Product Factors (SFDIPOT) analysis for comprehensive test strategy generation. Use when analyzing requirements, epics, or user stories to generate prioritized test ideas across Structure, Function, Data, Interfaces, Platform, Operations, and Time dimensions. Source: proffesor-for-testing/agentic-qe.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill sfdipot-product-factors Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/proffesor-for-testing/agentic-qe