chore: describe auto dream and subagent

README.md

@@ -4,7 +4,7 @@
   <img src="assets/VersperAI_Banner.png" alt="VersperAI">
 </div>
 
-## Quick Start
+## 1. Quick Start
 
 ```bash
 # script install
@@ -36,7 +36,7 @@ echo 'export PATH="$HOME/.local/bin:$PATH"' >> ~/.zshrc
 source ~/.zshrc
 ```
 
-## WebSearch & WebFetch Tools - 100% local free no remote api fee
+## 2. WebSearch & WebFetch Tools - 100% local free no remote api fee
 
 <table align="center">
   <tr>
@@ -71,18 +71,27 @@ docker compose up -d
 firefox http://localhost:8080
 ```
 
-## Telegram - Interactive Config
+## 3. SubAgent - background run with tool call chain and swap file output context
 
-```bash
-# On startup, the CLI runs silently in the background, maintains a persistent Telegram connection, and listens for messages.
-# start VersperClaw Cli
-./cli-dev
+### 3.1 Auto Creat SubAgent
 
-# enter it into the cli input field and interactive configuration parameters
-/telegram
-```
+<table align="center">
+    <td><img src="assets/subagent/sub_agent1" width="100%"></td>
+    <td><img src="assets/subagent/sub_agent2_background" width="100%"></td>
+    <td><img src="assets/subagent/subagent_backcontext" width="100%"></td>
+  </tr>
+</table>
 
-## Dream
+### 3,2 Tool Agent Call Chains and Swap File Context
+
+<table align="center">
+    <td><img src="assets/subagent/subagent_toolcall_chain1" width="100%"></td>
+    <td><img src="assets/subagent/subagent_toolcall_chain2" width="100%"></td>
+    <td><img src="assets/subagent/subagent_toolcall_chain3" width="100%"></td>
+  </tr>
+</table>
+
+## 4. Auto Dream
 
 <div align="center">
   <img src="assets/auto_dream.png" alt="VersperAI">
@@ -98,18 +107,29 @@ nvim ~/.claude/settings.json
 }
 ```
 
-## Auto Compact
+## 5. Telegram - Interactive Config
+
+```bash
+# On startup, the CLI runs silently in the background, maintains a persistent Telegram connection, and listens for messages.
+# start VersperClaw Cli
+./cli-dev
+
+# enter it into the cli input field and interactive configuration parameters
+/telegram
+```
+
+## 6. Auto Compact
 
 ```bash
 echo 'export CLAUDE_CODE_AUTO_COMPACT_WINDOW=57344' >> ~/.bashrc
 echo 'export CLAUDE_CODE_MAX_CONTEXT_TOKENS=61440' >> ~/.bashrc
 ```
 
-## Legacy Python Version
+# Legacy Python Version
 
-### Demos dev/python
+## Demos dev/python
 
-#### 1. Auto Scientific Research & evolve code experiment and write AI ccf/sci draft paper also support checkpoint
+### 1. Auto Scientific Research & evolve code experiment and write AI ccf/sci draft paper also support checkpoint
 
 <table align="center">
   <tr>
@@ -118,7 +138,7 @@ echo 'export CLAUDE_CODE_MAX_CONTEXT_TOKENS=61440' >> ~/.bashrc
   </tr>
 </table>
 
-#### 2. WebToolAgent
+### 2. WebToolAgent
 
 <table align="center">
   <tr>
@@ -133,7 +153,7 @@ echo 'export CLAUDE_CODE_MAX_CONTEXT_TOKENS=61440' >> ~/.bashrc
   </tr>
 </table>
 
-#### 3. Gateway - WeXin, Telegram and so on
+### 3. Gateway - WeXin, Telegram and so on
 
 ```bash
 # telegram, wechat and whatsapp
@@ -198,7 +218,7 @@ cd ~/.versper && nvim config.yaml
 versper doctor # make sure all checks passed
 ```
 
-### Add-on
+## Add-on
 
 ```bash
 if ban mcp in ~/.versper/.env:

assets/subagent/sub_agent1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6b68c436c12229d5211095057f3e4e667b851fa7f9d45b7ed93e1a6231db85d
+size 5441927

assets/subagent/sub_agent2_background

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acb3a0311b2874435fa06af5ca6061f74d7d6b7678ebb8c3f7b07007b247661c
+size 5696206

assets/subagent/subagent_backcontext

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e94cf892f96a80a4d4b4f8339112e50062dab0f54a04307a4c6beae63709c4b
+size 6232435

assets/subagent/subagent_toocall_result

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7b2211d677b41a1fa8af8c7141d4b3beee379847a781397bbe0349d62347ed9
+size 5657258

assets/subagent/subagent_toolcall_chain1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7234cccbeb8bd668bc36549b1a9a701f85c9e9e3865073290337a160a93158d4
+size 7025253

assets/subagent/subagent_toolcall_chain2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d714d5e02ec7df008bc33e1295254bd6f99fbdb9425dd286869cb1f02fa0dc6
+size 7054258

assets/subagent/subagent_toolcall_chain3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05b64aecfe48ed2d653839ab098ec4498c9c004e5483eb0193e0f3459f13e64f
+size 6557976