Power Users/Automators 折腾/讨论/分享各种开源工具/脚本/自动化工作流👥 @zhetengsha_group📌 合集 https://t.me/zhetengsha/2🎁 恰饭 https://t.me/zhetengsha/957📢 广告投放 @xream @xream_botBuy ads: https://telega.io/c/zhetengshafeedId:55438372655431680+userId:62307599601855488http://telegram.zhetengsha.eu.orghttp://telegram.zhetengsha.eu.org/posts/5551http://telegram.zhetengsha.eu.org/posts/5551Tue, 05 May 2026 00:01:46 GMT<u>talk-normal: 让 LLM 输出更短、更直接、更像真人表达的 system prompt</u><br /><br /><s>这是第几个说人话项目了来着...</s><br /><br />• 一段通用 system prompt 即可优化 GPT、Gemini、LLaMA 等模型的回答风格，显著压缩篇幅并保留关键信息<br /><br />• 内置一套可实战迭代的表达规则，覆盖客套话清理、结论前置、条件式菜单收敛等高频输出问题<br /><br />• 提供 OpenClaw、ChatGPT 自定义指令、API 等多种接入方式，安装简单，适合个人工作流和 AI 应用集成<br /><br /><a href="https://github.com/hexiecs/talk-normal" target="_blank" rel="noopener" title="https://github.com/hexiecs/talk-normal">https://github.com/hexiecs/talk-normal</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327880277607583303.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/2" target="_blank" rel="noopener" title="合集">合集</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6021860481923288796.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha_group" target="_blank" rel="noopener" title="群组">群组</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327792445526380187.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/957" target="_blank" rel="noopener" title="恰饭">恰饭</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6330367862535884142.webp" alt="" loading="lazy" width="20" height="20" /><a href="https://t.me/xream_bot" target="_blank" rel="noopener" title="联系推广">联系推广</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327836885552991740.webp" alt="" loading="lazy" width="20" height="20" /> <a href="/search/result?q=%23LLM" title="#LLM">#LLM</a> <a href="/search/result?q=%23PromptEngineering" title="#PromptEngineering">#PromptEngineering</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23SystemPrompt" title="#SystemPrompt">#SystemPrompt</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E5%85%B7" title="#开发工具">#开发工具</a> <a href="/search/result?q=%23%E6%95%88%E7%8E%87%E5%B7%A5%E5%85%B7" title="#效率工具">#效率工具</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a><a class="tgme_widget_message_link_preview" href="https://github.com/hexiecs/talk-normal" target="_blank" rel="noopener" title="Make any LLM talk like a normal person. A system prompt that removes AI slop. - hexiecs/talk-normal"> <div class="link_preview_site_name accent_color">GitHub</div> <img class="link_preview_image" alt="GitHub - hexiecs/talk-normal: Make any LLM talk like a normal person. A system prompt that removes AI slop." src="/static/https://cdn4.telesco.pe/file/BaOn0rbYejjQG7HiymHXJzSU5eBBS8M9GsRRdei5mVT_PpLnpFB3W7a_mFp5X3_0z43xiAFTJc47z1XsOnE9CVmxbfqsrZ_byWluDzfLy2YCR4SVr38cliErgPkmEHzmiH3Cl3ySZhq0No-3eD7InA1dTFWX-jTZIIhev8LCgvn0yGdORa4YC13k_u01bwlcx-YeC9xfGwre7if5R_z33Gmo_KW1AuDfHwD-XM3t5vySeUQrVuIfg4ROnU1jIHT9B2ymMEAhs7pL9pG84Ml3Tg9R6K7HYFBpiJ4EijmGjd8NviHlOfM47k-PQJYvM-fruXFgI8HTBAYrG4OZH8rdHg.jpg" width="1200" height="630" loading="eager" /> <div class="link_preview_title">GitHub - hexiecs/talk-normal: Make any LLM talk like a normal person. A system prompt that removes AI slop.</div> <div class="link_preview_description">Make any LLM talk like a normal person. A system prompt that removes AI slop. - hexiecs/talk-normal</div> </a>