Expired50% confidenceOpinionExact time
行业正从手工Prompt向系统化上下文注入转变，将Prompt优化工作从用户侧转移到平台侧
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/9/2026
First Seen
Valid until: 10/7/2026(expired)
Sources
Gemini接入谷歌商家资料：AI如何成为中小企业的专属业务伙伴
twitterGeminiApp7/6/2026
Related Claims
Unverified工具设计正在从人类优先转向Agent优先，OpenSlide反映了这一行业趋势69% similarUnverified工业界主流Agent框架如LangGraph、AutoGen、Dify多采用混合策略，顶层维护可动态修正的任务规划图，叶子节点采用ReAct式即时推理-执行循环68% similarUnverified现代Agent系统的关键技术跃迁体现在工具调用、思维链推理和ReAct框架的成熟上68% similarUnverified生产力软件普遍遵循「单机→云端→实时多人协作」的演进路径，当一款工具率先实现真正的多人协作，往往能取得决定性竞争优势66% similarUnverifiedSystem Prompt、Few-shot示例、思维链（Chain-of-Thought）等技术手段共同构成了Agent行为的软件层64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/401565API
curl https://kongchang.com/api/v1/knowledge/claims/401565MCP
get_claim(id=401565)