Unverified50% confidenceFactExact time
提示词工程领域在2022-2023年间从技巧积累完成向体系化的跃升，涵盖零样本/少样本提示、思维链提示、自洽性提示、ReAct框架等方法
1
Sources
50%
Confidence
Long-term
Relevance
7/9/2026
First Seen
Sources
Related Claims
UnverifiedPrompt engineering rapidly became a sought-after skill between 2022 and 2023, with core techniques including few-shot prompting, chain-of-thought prompting, and role-playing instructions.81% similarUnverifiedPrompt工程正在从关注措辞技巧、Few-shot示例等微观层面向架构设计层面发生范式转变71% similarUnverifiedThe advanced path of Prompt Engineering is divided into three stages: single-turn dialogue prompt optimization (beginner), Few-shot Learning example guidance (intermediate), and Skill encapsulation of structured expert knowledge (advanced).71% similarUnverifiedThe project advances in five phases: skill evolution (implemented), tool description optimization (in progress), system prompt paragraph optimization (planned), tool code evolution (planned), and continuous improvement loop (planned).69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/407156API
curl https://kongchang.com/api/v1/knowledge/claims/407156MCP
get_claim(id=407156)