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: