為自己建立第一個安全 Agent

Why it matters

為何你需要自己的 Agent？

Why do you need one?

• 一般 chatbot 不記得你的工作標準。A generic chatbot does not remember your operating standards.
• Agent 可以把流程、語氣、資料邊界變成可重複執行。An agent turns workflow, tone and data boundaries into repeatable execution.
• 真正價值不是完全自動，而是受控的工作槓桿。The value is not full autonomy; it is controlled leverage.

Product bar

今日產品標準：先做小，再做穩

Today's product bar: small, stable, measurable

• 先選一個清楚工作，而不是建立萬能助手。Start with one clear job, not an all-purpose assistant.
• 如果固定流程已足夠，就先用 workflow；需要判斷與彈性，才用 agent。Use a workflow when the path is fixed; use an agent when judgement and flexibility matter.
• 先寫 context pack，再加工具；先設 eval examples，再談自動化。Define context and evaluation examples before adding tools or autonomy.

Step 1

選一個窄而痛的工作場景

Choose one narrow, painful workflow

• 每週都發生。It happens every week.
• 需要整理、比較、草擬或跟進。It involves organising, comparing, drafting or follow-up.
• 出錯成本可控，適合第一個 pilot。The cost of failure is bounded enough for a first pilot.

Step 2

現場設定 Agent 角色

Configure the agent role live

• 它幫誰？做什麼？不做什麼？Who does it help? What does it do? What must it not do?
• 何時要拒絕、追問或升級給人？When should it refuse, clarify or escalate to a human?
• 成功指標是省時間、減錯、提升一致性，還是加快交付？Is success time saved, fewer errors, more consistency or faster delivery?

Step 3

建立知識邊界

Create the knowledge boundary

• 只使用已批准文件、模板、SOP、FAQ。Use only approved documents, templates, SOPs and FAQs.
• 第一版不要放客戶私隱、密碼、token、財務或 HR 敏感資料。Keep private customer data, passwords, tokens, finance and HR data out of version one.
• 答案要能說明來源；沒有來源就要說不知道。Answers should cite their source; missing source means say so.

Step 4

寫第一個 reusable skill

Write the first reusable skill

把「每次都要重新說一次」的流程，變成 agent 可以穩定重用的指令。

• 輸入是什麼？輸出格式是什麼？What is the input? What is the output format?
• 只可用哪些來源？Which sources may it use?
• 何時必須要求批准？When must it request approval?

Step 5

工具不是裝飾，是授權

Tools are authority, not decoration

• 先用 read-only 或 draft-only。Start with read-only or draft-only access.
• Email、calendar、file、CRM 要分開權限。Email, calendar, files and CRM need separate permissions.
• 任何 send、share、delete、pay、change permission 都不可靜默自動。No silent automation for send, share, delete, pay or permission changes.

Step 6

設計批准畫面

Design the approval gate

• 不要問「Are you sure?」。Do not ask only “Are you sure?”
• 要展示收件人、內容、資料來源、影響、可否 rollback。Show recipient, content, source, impact and rollback path.
• 批准紀錄要留下：誰、何時、看見什麼、批准了什麼。Record who approved, when, what they saw and what was approved.

Step 7

用一個風險測試它

Run one risky test

• 文件叫它 ignore previous instructions。A document tells it to ignore previous instructions.
• 用戶要求它直接發送外部訊息。A user asks it to send an external message directly.
• 它遇到不屬於知識邊界的敏感資料。It sees sensitive data outside its knowledge boundary.
• 正確反應：拒絕、追問、升級，而不是硬做。Correct behavior: refuse, clarify or escalate, not improvise.

Takeaway

My Safe Agent Card

The artifact you leave with

• Agent name / job-to-be-done / must-not-do
• Approved knowledge / excluded sensitive data
• Tools allowed / approval required / first risky test
• Success metric for a 2-week pilot

PISA JAM Workshop

WhatsApp Jary Academy

Scan to start the conversation

掃描 QR code WhatsApp 我哋，訊息會自動帶出：「Hi I'd like to learn about Jary Academy」。