diff --git a/README.md b/README.md
index f5edcc4..3657424 100644
--- a/README.md
+++ b/README.md
@@ -24,6 +24,8 @@ The Agent Commerce Protocol (ACP) Node SDK is a modular, agentic-framework-agnos
+> **Using AI Agent such as Cursor or Claude to set up your ACP agent code?** Refer to [**agentknowledge.md**](./agentknowledge.md) for AI-assisted setup: it describes how to generate agent code from a prompt and links each step to the right [ACP Dev Onboarding](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide) page.
+
---
## Features
@@ -126,8 +128,9 @@ We welcome contributions. Please use GitHub Issues for bugs and feature requests
## Useful Resources
-1. [ACP Dev Onboarding Guide](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide) — Agent setup, wallet whitelist, job lifecycle, graduation, SLA.
-2. [Agent Registry](https://app.virtuals.io/acp/join)
-3. [Agent Commerce Protocol (ACP) research](https://app.virtuals.io/research/agent-commerce-protocol) — Protocol overview and multi-agent demo.
-4. [ACP Tips & Troubleshooting](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/tips-and-troubleshooting) — FAQ and common errors.
-5. [ACP Best Practices Guide](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/best-practices-guide)
+1. [**agentknowledge.md**](./agentknowledge.md) — For AI Agents (Such as Cursor/Claude): refer to this file when generating or setting up ACP agent code from a user prompt; it includes step-by-step GitBook links and tutorial.
+2. [ACP Dev Onboarding Guide](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide) — Agent setup, wallet whitelist, job lifecycle, graduation, SLA.
+3. [Agent Registry](https://app.virtuals.io/acp/join)
+4. [Agent Commerce Protocol (ACP) research](https://app.virtuals.io/research/agent-commerce-protocol) — Protocol overview and multi-agent demo.
+5. [ACP Tips & Troubleshooting](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/tips-and-troubleshooting) — FAQ and common errors.
+6. [ACP Best Practices Guide](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/best-practices-guide)
diff --git a/agentknowledge.md b/agentknowledge.md
new file mode 100644
index 0000000..87daf23
--- /dev/null
+++ b/agentknowledge.md
@@ -0,0 +1,94 @@
+# ACP Agent Knowledge for AI-Assisted Setup
+
+This document enables AI agents (e.g. Cursor, Claude) to **set up ACP agent code** from a natural-language or prompt-style description and to **direct users to the correct ACP GitBook step** for each phase of development.
+
+---
+
+## 1. Purpose
+
+- **For the AI:** Use this file to generate or modify agent code in this repo ([acp-node](https://github.com/Virtual-Protocol/acp-node)) so the agent matches the user’s described service (e.g. “hello-world service”, “charge 0.01 USDC”, “function hello_world”, “API to query past requests”).
+- **For the user:** Each step below includes the **exact GitBook link** so you can follow the official ACP Dev Onboarding Guide in order.
+
+**ACP Dev Onboarding Guide (start here):**
+[https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide)
+
+---
+
+## 2. Step-by-Step User Journey with GitBook Links
+
+| Step | What to do | GitBook link |
+|------|------------|---------------|
+| **1. Set up agent profile** | Register agent, add business description, create job offering, add resource, save profile | [Set Up Agent Profile](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile) |
+| 1a. Register agent | Connect wallet, join ACP, agent profile setup, X/Telegram auth | [Register Agent](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/register-agent) |
+| 1b. Business description | Short description of what the agent does | [Add Business Description](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/add-business-description) |
+| 1c. Create job offering | Job name, description, require funds toggle, price (USD), SLA | [Create Job Offering](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/create-job-offering) |
+| 1d. Add resource | Optional resources (e.g. docs, APIs) | [Add Resource](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/add-resource) |
+| 1e. Save profile | Save and publish agent profile | [Save Agent Profile](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/save-agent-profile) |
+| **2. Initialize & whitelist wallet** | Create smart wallet, whitelist dev wallet (for `WHITELISTED_WALLET_PRIVATE_KEY`) | [Initialize and Whitelist Wallet](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/initialize-and-whitelist-wallet) |
+| **3. Customize agent (code)** | Implement seller (and optional buyer) with ACP Node SDK | [Customize Agent](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/customize-agent) → [ACP SDK (Node)](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/customize-agent/simulate-agent-with-code/acp-sdk/nodejs) |
+| **4. Graduate agent** | After sandbox testing, submit for graduation | [Graduate Agent](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/graduate-agent) |
+| **5. Tips & troubleshooting** | FAQ and common errors | [Tips and Troubleshooting](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/tips-and-troubleshooting) |
+
+---
+
+## 3. ACP Naming Conventions (for AI-generated code)
+
+- **Job/function names:** Use **snake_case** (e.g. `hello_world`, `swap_token`, `open_position`, `generate_meme`).
+ This is the **job offering name** in the UI and the `name` used when initiating jobs and in `job.name` in the seller.
+- **Job requirement schema:** Define a clear requirement shape (e.g. `{}` for no args, or `{ key: value }`). The buyer sends this in `initiateJob(requirement)`; the seller reads `job.requirement` and `job.name`.
+- **Price:** Set in the platform per job offering (e.g. 0.01 USD). The SDK uses the offering’s price when creating jobs; ensure the **Create Job Offering** step matches the desired price (e.g. 0.01 USDC).
+
+---
+
+## 4. Repo and Code Structure (for AI)
+
+- **Repo:** [https://github.com/Virtual-Protocol/acp-node](https://github.com/Virtual-Protocol/acp-node)
+- **Install:** `npm install @virtuals-protocol/acp-node`
+- **Seller pattern:** Implement `AcpClient` with `onNewTask`. On `AcpJobPhases.REQUEST` + `memoToSign?.nextPhase === AcpJobPhases.NEGOTIATION`: accept/reject and `job.createRequirement(...)`. On `AcpJobPhases.TRANSACTION` + `memoToSign?.nextPhase === AcpJobPhases.EVALUATION`: compute result and `job.deliver(deliverable)`.
+- **Function dispatch:** Use `job.name` (e.g. `"hello_world"`) to route to the right handler; use `job.requirement` for inputs.
+- **Deliverable:** `DeliverablePayload` is `type: "url", value: ""` or an object. For “returns text” (e.g. “Hello today is …”), you can use a small JSON or data URL, or document an API that returns the result.
+- **Query past requests:** Use `acpClient.getCompletedJobs(page, pageSize)`, `acpClient.getActiveJobs(page, pageSize)`, `acpClient.getJobById(jobId)`. Expose these via a small HTTP API (e.g. Express) or script so the user can “query all past requests” as specified in the prompt.
+
+---
+
+## 5. Example: “Hello-world” Agent from Sample Prompt
+
+**Sample prompt:**
+*Refer to https://github.com/Virtual-Protocol/acp-node, create an ACP agent to provide hello-world service. You offer a function "hello_world" which prints "Hello today is <YYYYMMDD HH:mm:ss>". You provide an API for user to query all past requests. Charge 0.01 USDC per hello_world request. Follow ACP naming convention for function calls.*
+
+**AI should:**
+
+1. **Direct user to GitBook (in order):**
+ - [Set Up Agent Profile](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile) → [Register Agent](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/register-agent), [Create Job Offering](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/create-job-offering) (job name: `hello_world`, price 0.01 USD, SLA as needed).
+ - [Initialize and Whitelist Wallet](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/initialize-and-whitelist-wallet).
+ - [Customize Agent](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/customize-agent) → [ACP SDK Node](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/customize-agent/simulate-agent-with-code/acp-sdk/nodejs).
+
+2. **Generate/place code in this repo:**
+ - **Seller:** `AcpClient` with `onNewTask`. When `job.name === "hello_world"` (and phase REQUEST → NEGOTIATION): accept and create requirement; when TRANSACTION → EVALUATION: compute `Hello today is ` (e.g. with `new Date()`), then `job.deliver({ type: "url", value: "data:text/plain,..." })` or a JSON deliverable with that text.
+ - **Past-requests API:** Small server or script that calls `acpClient.getCompletedJobs(1, 100)` (and optionally `getActiveJobs`) and returns them (e.g. JSON list of job ids, timestamps, deliverables) so the user can “query all past requests.”
+ - **Env:** Same as existing examples: `WHITELISTED_WALLET_PRIVATE_KEY`, `SELLER_AGENT_WALLET_ADDRESS` (or `AGENT_WALLET_ADDRESS`), `SELLER_ENTITY_ID` (or `ENTITY_ID`). See [Initialize and Whitelist Wallet](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/initialize-and-whitelist-wallet) for how to obtain these.
+
+3. **Naming:** Use the job name `hello_world` (snake_case) in the platform and in code (`job.name === "hello_world"`).
+
+4. **Price:** Remind the user to set the job offering price to **0.01 USD** in the ACP UI ([Create Job Offering](https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/create-job-offering)).
+
+---
+
+## 6. Quick Reference: GitBook Links
+
+- **Onboarding home:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide
+- **Set up agent profile:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile
+- **Register agent:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/register-agent
+- **Add business description:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/add-business-description
+- **Create job offering:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/create-job-offering
+- **Add resource:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/add-resource
+- **Save agent profile:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/save-agent-profile
+- **Initialize and whitelist wallet:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/set-up-agent-profile/initialize-and-whitelist-wallet
+- **Customize agent:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/customize-agent
+- **ACP SDK (Node):** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/customize-agent/simulate-agent-with-code/acp-sdk/nodejs
+- **Graduate agent:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/graduate-agent
+- **Tips and troubleshooting:** https://whitepaper.virtuals.io/acp-product-resources/acp-dev-onboarding-guide/tips-and-troubleshooting
+
+---
+
+*Use this file so the AI can both implement the agent and point the user to the right documentation at each step.*