Use-case stack · teams

Prompt library ops

Version house prompts for CAD, firmware, and support so the team does not freestyle every time.

Store prompts next to code/docs. Review quarterly. Link to the Maker Prompt Pack patterns.

Preferred / primary

Hybrid Research

Local-first notes vault with optional AI plugins (cloud or local backends).

In this stack: Version prompts as Markdown next to projects.

Details Site

Web Research

Docs/wiki database with built-in AI writing and Q&A over workspace content.

In this stack: Team-visible prompt library.

Details Site

Web LLM / chat

Anthropic models strong at long-context writing, code review, and careful analysis.

In this stack: Refactor prompts for clarity and constraints.

Details Site

Web LLM / chat

OpenAI’s mainstream chat + tools product for writing, code, and analysis.

In this stack: Generate variants for A/B notes.

Details Site

App / desktop Coding

Inline coding assistant inside popular IDEs, tight GitHub integration.

In this stack: Keep prompt snippets near the code that uses them.

Details Site

Stacks are editorial starting points — swap tools when policy, budget, or hardware demands it.