Per-Model Prompt Artifacts — SOP "Prompts are effectively the weights of an LLM application." — DSPy core philosophy [arxiv.org/abs/2310.03714] "Treat the compiled program as a (program × LM) pair. Changing the LM invalidates the artifact — recompile." — dspy-sop SKILL, Dilemma Case B --- 1. 何时激活 (When to activate) Activate this skill when any of the following appears in the user's intent, codebase, or workflow: | Trigger | Signal | |---|---| | Adopting compiled prompts | , , , , , LangChain Hub , prompt files checked into or | | Multi-LM production | The same program runs against ≥2 of: , ,…