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How to Use Kimi AI to Generate Weekly Work Reports Faster: A Prompt Optimization Guide

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文章以科技自媒体编辑“锅头”的周报写作需求为例,演示如何使用Kimi生成工作周报。作者先输入泛化提示词得到模板式结果,再通过加入角色定义、要求和工作流程三要素改进提示词,并针对报告周期错误和内容与实际业务不符的问题,补充注意事项与真实文章链接进行调优。最终得到贴合实际的周报提示词,并保存为常用语,实现一分钟内生成周报,适合办公人员入门学习提示词调优。
  • main points
  • unique insights
  • practical applications
  • key topics
  • key insights
  • learning outcomes
  • • main points

    • 1
      以真实办公场景(写工作周报)为切入点,需求明确,易于读者代入
    • 2
      完整展示了从初始提示词到调优后提示词的迭代过程,对比直观
    • 3
      包含可复用的提示词模板与常用语保存方法,实操性强
  • • unique insights

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      通过“角色、要求、工作流程”三要素结构化提示词,并以具体错误反馈为依据逐步调优
    • 2
      将调优后的提示词沉淀为常用语,形成个人可重复使用的AI办公资产
  • • practical applications

    • 读者可直接套用文中的周报提示词模板,替换个人姓名、部门、职位和实际文章链接,快速生成周报;同时学到提示词调优的思路(发现问题、定位原因、补充约束),可迁移到其他文档写作场景。
  • • key topics

    • 1
      Kimi的基本使用与对话交互
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      工作周报提示词的编写结构(角色、要求、工作流程)
    • 3
      提示词的迭代调优方法与常用语保存
  • • key insights

    • 1
      以完整的调优过程展示提示词如何从泛化走向精准
    • 2
      提供可直接复用的周报提示词模板,并给出保存为常用语的操作路径
    • 3
      将AI办公效率提升落到“一分钟生成周报”的具体收益上
  • • learning outcomes

    • 1
      掌握使用Kimi生成工作周报的基本操作流程
    • 2
      学会通过角色、要求、工作流程三要素编写结构化提示词
    • 3
      理解提示词调优的方法,并能将调优后的提示词保存为常用语以提高效率
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tutorials
code samples
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“ Introduction: The Weekly Report Problem

Every weekend, many professionals face the same chore: writing a weekly work report. The question is whether an AI tool like Kimi can cut this effort dramatically while still producing a report that reflects real work. This guide walks through how to do exactly that, step by step.

“ Solution Overview

The approach is straightforward: find an AI tool good at drafting reports, write a clear prompt for generating weekly reports, refine that prompt based on the output, and save the final version for reuse. Kimi, an AI assistant available at its official website, serves as the tool in this example.

“ Step 1: Start with a Basic Prompt in Kimi

Begin by visiting the Kimi homepage and entering a simple request such as 'It's the weekend, help me write a work report.' The result is a generic template. This happens because the request lacks specifics, so the AI fills in what it considers a likely scenario. While not personalized, this output gives a starting structure.

“ Step 2: Add Role, Requirements, and Workflow

Improve the prompt by defining three key elements: a role (for example, a tech media editor named Alex in the marketing department), clear requirements (a weekly report covering work summary, next week's plan, and needed support), and a workflow that includes a full report template with name, department, position, reporting period, submission date, task summaries, plans, and support needs. With these details, the generated report becomes far more tailored to the role.

“ Step 3: Identify and Fix Errors in the Output

The improved output may still contain mistakes. In this example, the reporting period incorrectly started from the previous Sunday instead of the Monday of the current week. Pointing out the error to Kimi allows it to adjust the output. It is also common to find that the content does not match actual work, which signals the need for further prompt refinement.

“ Step 4: Refine the Prompt with Real Work Details

To make the report accurate, two changes were made: first, an explicit note was added that the reporting period begins on Monday, not Sunday; second, links to the articles actually published that week were included in the prompt. With these refinements, the generated report aligned closely with real business activities and required far fewer manual edits.

“ Step 5: Save the Prompt as a Reusable Quick Phrase

Once the prompt produces a satisfying result, copy it and save it as a quick phrase in Kimi using the shortcut to add a common phrase. Name it something like 'Tech Media Weekly Report.' Next week, open the saved phrase, update only the article links and dates, and a complete report can be produced in under a minute.

“ Key Takeaways and Summary

The workflow can be summarized in five steps: open Kimi, enter an initial prompt, optimize it based on the output's shortcomings, save the refined prompt as a quick phrase, and reuse it for future reports. Beyond saving time on weekly reports, this process teaches prompt refinement, a valuable skill for using AI effectively in everyday work.

 Original link: https://zhuanlan.zhihu.com/p/713723656

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