docs: add emoji

Author: gusye1234

README.md

@@ -63,10 +63,10 @@ so that your agent can be more stable and provide greater value to your users.
 
 
 
-# Core Concepts
+# 🌲 Core Concepts
 
 - [**Session**](https://docs.acontext.io/store/messages/multi-provider) - A conversation thread that stores messages with multi-modal support. 
-  - [**Task**](https://docs.acontext.io/store/messages/multi-provider) - extracted automatically from conversations. Tasks move through `pending` → `running` → `success`/`failed` states. 
+  - [**Task**](https://docs.acontext.io/observe/agent_tasks) - extracted automatically from conversations. Tasks move through `pending` → `running` → `success`/`failed` states. 
 - [**Disk**](https://docs.acontext.io/store/disk) - File storage for agent artifacts.
 - [**Space**](https://docs.acontext.io/learn/skill-space) - A knowledge repository (like Notion) for agent, where learned skills are stored. 
   - [**Experience Agent**](https://docs.acontext.io/learn/advance/experience-agent) - Background AI agents that extract tasks and learn skills. 
@@ -156,15 +156,9 @@ Once it's done, you can access the following endpoints:
 
 
 
-# How to Use It?
+# 🧐 How to Use It?
 
-We're maintaining Python [![pypi](https://img.shields.io/pypi/v/acontext.svg)](https://pypi.org/project/acontext/) and Typescript [![npm](https://img.shields.io/npm/v/@acontext/acontext.svg?logo=npm&logoColor=fff&style=flat&labelColor=2C2C2C&color=28CF8D)]("https://www.npmjs.com/package/@acontext/acontext") SDKs. The snippets below are using Python.
-
-
-
-## End-to-End Examples
-
-Download scripts with `acontext`:
+Download end-to-end scripts with `acontext`:
 
 - **OpenAI SDK + Acontext**
 
@@ -195,7 +189,7 @@ acontext create my-proj --template-path "python/agno_basic"
 
 <details>
 <summary>Click to Open</summary>
-
+We're maintaining Python [![pypi](https://img.shields.io/pypi/v/acontext.svg)](https://pypi.org/project/acontext/) and Typescript [![npm](https://img.shields.io/npm/v/@acontext/acontext.svg?logo=npm&logoColor=fff&style=flat&labelColor=2C2C2C&color=28CF8D)]("https://www.npmjs.com/package/@acontext/acontext") SDKs. The snippets below are using Python.
 
 ## Install SDKs
 
@@ -532,21 +526,21 @@ The return is a list of sop blocks, which look like below:
 
 
 
-# Document
+# 🔍 Document
 
 To understand what Acontext can do better, please view [our docs](https://docs.acontext.io/)
 
 
 
-# Stay Updated
+# ❤️ Stay Updated
 
-Star Acontext on Github to support and receive instant notifications ❤️
+Star Acontext on Github to support and receive instant notifications 
 
 ![click_star](./assets/star_acontext.gif)
 
 
 
-# Stay Together
+# 🤝 Stay Together
 
 Join the community for support and discussions:
 
@@ -555,18 +549,20 @@ Join the community for support and discussions:
 
 
 
-# Contributing
+# 🌟 Contributing
 
 - Check our [roadmap.md](./ROADMAP.md) first.
 - Read [contributing.md](./CONTRIBUTING.md)
 
-# LICENSE
+
+
+# 📑 LICENSE
 
 This project is currently licensed under [Apache License 2.0](LICENSE).
 
 
 
-# Badges
+# 🥇 Badges
 
 ![Made with Acontext](./assets/badge-made-with-acontext.svg) ![Made with Acontext (dark)](./assets/badge-made-with-acontext-dark.svg)