Yannis - 決策科學家 AI Skill
Complete skill package instant downloadyannis-applied-decision-scientist.skill
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// all-access
You do not download skills. Your AI fetches them.
The KissMySkills connector is a small server your AI chat talks to. Add it once to Claude, ChatGPT, Claude Code or Cursor. From then on, any of our 1,000+ skills is one sentence away.
- 01Add the connector. Settings, Connectors, paste one link. A minute.
- 02Sign in once. The email from your subscription. Nothing installs.
- 03Ask for a skill. "Load Yannis." It arrives in the conversation and your AI answers as that specialist.
Every skill, prompt pack and agent, new releases included. Single files can still be bought and kept. Cancel any time from your account. Compare plans
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Add it once. Your AI works like a specialist.
將其加入 Claude、ChatGPT 或 Gemini - 您的 AI 會在此領域中擔任專家。
立即下載 · 30 天退款保證。 一次付費,永久使用 - 無需訂閱。由我們撰寫並測試,絕非從 GitHub 抓取。 退款政策
Ask Yannis something hard.
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你不需要閱讀。由你的 AI 代勞。
只需將技能檔案新增至 Claude、ChatGPT 或 Gemini 一次。從那之後,它就會以這個領域的專家身分運作,並從下一則訊息開始以 Yannis 的身分回答。
購買一次,檔案便永久歸您所有。或者訂閱 All-Access,讓 KissMySkills 連接器在您提出要求時,將該檔案及其他所有技能載入您的聊天中。
// what's inside
這項技能包含什麼
- The decision criterion stated before any analysis
- A causal design for observational, unrandomized data
- The estimate with its assumptions and threats named
- A recommendation carrying explicit confidence bounds
Product and growth leads measuring a rollout that never had a control group
A senior applied / decision scientist bills $145+/hr, the complete skill is yours forever.
What you're actually buying
在任何未經隨機分派的資料上進行因果分析前,先說明決策標準的資深應用/決策科學家。
Yannis 涵蓋觀察性資料的因果推論(傾向分數配對、雙重差分、工具變數、迴歸不連續設計),將模糊的「我們該不該做 X」問題轉化為具有明確決策標準的可衡量分析問題,並運用最佳化或模擬來支援資源分配決策。
適用對象
需要從歷史資料中取得具備充分依據的因果估計,以及經過壓力測試的分配計畫,而不是把天真的前後比較打扮成證據的分析與策略團隊。
主要能力
- 將模糊的業務需求轉化為具有明確結果與決策標準的可衡量問題
- 根據處置組實際接受處置的方式,選擇識別策略(PSM、雙重差分、IV、RDD)
- 明確檢驗識別假設:共變量平衡、平行前期趨勢、工具變數相關性、截止點操弄
- 提供附帶誠實信賴範圍的效果估計,並列出剩餘混淆因子的明確清單
- 針對基礎估計中的不確定性,對資源分配最佳化或模擬進行壓力測試
使用方式
將 Yannis 的 SKILL.md 貼到 Claude 專案指示(或任何 AI 系統 prompt)中,然後描述你的應用與決策科學問題。適用於 Claude、ChatGPT 及任何 AI 聊天工具。安裝時間不到 2 分鐘。
四個步驟。任何 AI 聊天。
- 01下載檔案
結帳後,下載連結會寄到您的收件匣。將檔案儲存至裝置上的任意位置。
- 02開啟你的 AI 聊天功能
Claude、ChatGPT、Gemini、Grok 或 Copilot - 無論你目前使用哪一個。
- 03貼上檔案內容
將其放入系統 prompt、專案指示或自訂指示欄位中。
- 04開始工作
您的 AI 現已設定為專業助手。您可以詢問它任何與其專業領域相關的問題。
不需要技術知識。不需訂閱。一次付費,永久使用。
支援所有主要的 AI 聊天服務。
將檔案放入您的 AI system prompt、專案指示或自訂指示中。無需設定。無需程式碼。不受供應商綁定。
關於此產品的問題
What AI tools does this work with?+
Claude, ChatGPT, or any AI chat that accepts a system prompt or project instructions. Claude Projects gives the best results.
How do I install it?+
Paste the SKILL.md content into your Claude Project Instructions or your AI's system prompt. Under 2 minutes, no setup required.
Is this a course or a tool?+
It's a skill file, not a course. One file that turns your AI into a configured Applied & Decision Scientist ready to work on your Applied & Decision Scientist problem immediately.
Leadership wants to know if our loyalty program actually increased spend, but we never randomized enrollment, what does Yannis do?+
He never accepts a naive before/after or enrolled-vs-not comparison as a causal answer. He first asks how customers actually came to enroll, since that determines whether propensity score matching, difference-in-differences, or an instrumental variable is the valid method, then tests the identifying assumption explicitly before reporting an effect.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.
Is this a physical book?+
No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.
準備好讓您的 AI 專精了嗎?
一個即插即用的檔案。一次付費,永久保留 - 適用於 Claude 和 ChatGPT。