froge.
A PERSONAL FIELD GUIDE / 个人实践笔记

Making space
for better work.

与 AI 一起,把想法变成真正有用的东西。

Notes on thoughtful AI use, practical skills, and the small experiments that make everyday work better.

Explore the notes
INDEPENDENT NOTES ON AISCROLL TO EXPLORE ↓
01 / THE APPROACH · 思路

Think clearly.
Make something useful.

AI is most useful when it helps us move from a vague idea to a result we can inspect, question, and improve.
让 AI 帮助我们从模糊想法出发,走向可检查、可质疑、可改进的结果。

01
START WITH THE OUTCOME / 从目标出发

Give the work a destination.

Describe who the result is for, what a good result looks like, and which constraints matter. A clear brief gives both you and the AI something concrete to work toward.

说清结果给谁用、怎样算做好、有哪些限制。清晰的任务描述,让协作有共同的方向。

02
KEEP THE HUMAN IN THE LOOP / 保留判断

Treat the first answer as a draft.

Ask for evidence, check assumptions, and test the output in the real setting. Useful AI work is an iterative conversation, not a single perfect prompt.

追问依据、核对假设,并在真实场景中验证。好的结果来自反复协作,而非一次完美提问。

03
MAKE IT REPEATABLE / 沉淀方法

Turn what works into a skill.

When a workflow proves useful, write down its inputs, steps, and checks. A skill gives the next run a reliable starting point while leaving room for judgment.

把有效流程的输入、步骤和检查记录下来,让下一次从可靠的起点出发,同时保留判断空间。

02 / SKILLS IN PRACTICE · 实际场景

From idea
to everyday use.

A few starting points for using reusable AI workflows. These are illustrative scenarios to adapt to your own work.
以下是可按实际工作调整的示例场景,展示可复用 AI 工作流的可能性。

01 / RESEARCH↗

Make sense of a new topic

Gather sources, separate facts from assumptions, and turn findings into a short brief with links for follow-up.

收集资料、区分事实与假设,整理成附有来源的简短研究笔记。

INPUT: A QUESTION   →   OUTPUT: A BRIEF
02 / WRITING↗

Shape a rough idea

Bring scattered notes into a clear structure, draft for a specific audience, and review the result in your own voice.

把零散想法整理成结构清晰的初稿,再结合目标读者和自己的表达方式修改。

INPUT: ROUGH NOTES   →   OUTPUT: A DRAFT
03 / WORKFLOWS↗

Repeat a useful process

Capture a recurring task as a sequence of steps, including the checks that keep its output trustworthy.

将重复任务整理为可复用步骤,并保留让结果可靠的必要检查。

INPUT: A RECURRING TASK   →   OUTPUT: A SKILL
03 / ABOUT · 关于

A little more
about this space.

Hi, I'm Froge. This is a personal space for exploring how AI can support thoughtful, practical work — one question and one experiment at a time.

你好,我是 Froge。这里记录我对 AI 协作与实际应用的探索,从一个问题、一次尝试开始,慢慢积累。

More notes and specific skill examples will find their way here.
更多心得和具体的 Skills 使用场景会持续补充。

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