THE PERSONA DECISION LAYER FOR YOUR AGENTS

Have your AI decide the way you would

Apersona reads what you have written and said, and turns it into a you that can say what it stands on. Your AI asks it before it decides; what it does not know, it says it does not know.

FOUR STEPS

  1. Bring your words in

    Hand one sentence to the AI on your computer. It finds what you have written, keeps only your own words, tells you the cost, and uploads only after your yes. Or upload files yourself.

  2. The persona

    What was read becomes one page: what you do under pressure, how you speak to a superior, the line you say most. Each item is marked known, thin, or not known yet, with the original sentence one click away.

  3. Answers from memory

    Give your AI a key and it can ask this persona before it decides. Every sentence of an answer has to match your material; what does not match is not sent.

  4. Your corrections

    Where it read or said you wrong, you decide: answer a few questions, mark a sentence that is not yours, correct an item directly. Anything you changed can be taken back.

THREE THINGS THAT DO NOT CHANGE

  • Only your own words

    What others said, and what an AI replied, is context only; it is not evidence about you.

  • It says so when it does not know

    It does not make up what your material does not support; you can see which parts are still empty.

  • Every sentence has a source

    Why it said that is one click away: which passage of yours, which event.

QUESTIONS PEOPLE ASK

What is my material used for?
Only to build your own persona. Any source can be stopped or deleted at any time; once stopped, answers no longer use it.
Will it make things up?
Every sentence of an answer is checked against your material before it is sent, and what does not match is held back. Where there is no record it says so, then says which event its guess rests on.
What does reading my material cost?
You see an estimate before any reading starts, and it starts only after your yes.
Which AI tools can use it?
There is a plugin for Claude Code and Codex; other AI tools that support MCP connect with a key.

For AI agents · llms.txt

AGENT PERSONA 決策層

讓你的 AI，照你的方式做決定

Apersona 讀你自己寫過、說過的話，整理成一個說得出依據的你。你的 AI 做決定前先問它；它不知道的事，會直接說不知道。

四步

  1. 匯入語料

    把一句話交給你電腦上的 AI，它會找出你寫過的東西，只留你自己說的話，先報費用，你同意才上傳。也可以自己上傳檔案。

  2. 建立人格

    讀到的東西整理成一頁：他在壓力下怎麼做、對上級怎麼說、最常說哪一句。每一格都標明已知、證據還少、或還不知道，點得到原句。

  3. 使用記憶回答

    給你的 AI 一組通行碼，它做決定前就能先問這個人格。回答裡的每一句都要對得上你的資料，對不上的不會送出。

  4. 本人修正

    它讀錯、說錯的地方由你說了算：答幾題確認、標掉不是你說的句子、直接更正某一格。改過的隨時可以撤回。

三件不會變的事

  • 只讀你自己的話

    別人說的、AI 回的，只當情境，不算你的證據。

  • 不知道就說不知道

    沒有資料支持的事，它不會替你編；你會看到哪些地方還是空的。

  • 每一句都查得到出處

    它為什麼這樣說，點一下就看到是你哪一段話、哪一件事。

常被問到的

我的資料會被拿去做什麼？
只用來建立你自己的人格。每一份資料都可以隨時停用或刪除，停用之後回答就不會再用它。
它會不會亂編？
每一句回答送出前都會對一次你的資料，對不上的會被擋下。沒有紀錄的事，它會說沒有紀錄，再說明它是依哪一件事推測的。
讀我的資料要花多少？
讀取前會先給你看估價，你同意才開始。
可以接哪些 AI？
Claude Code、Codex 有外掛可以裝；其他支援 MCP 的 AI 工具，用通行碼就能接上。

給 AI agent · llms.txt