feat: update document & agent icon

frontend/src/assets/png/index.ts

@@ -1,4 +1,5 @@
 export { default as AswathDamodaranPng } from "./agents/AswathDamodaran.png";
+export { default as AutoTradingAgentPng } from "./agents/AutoTradingAgent.png";
 export { default as BenGrahamPng } from "./agents/BenGraham.png";
 export { default as BillAckmanPng } from "./agents/BillAckman.png";
 export { default as CathieWoodPng } from "./agents/CathieWood.png";
@@ -11,11 +12,13 @@ export { default as PeterLynchPng } from "./agents/PeterLynch.png";
 export { default as PhilFisherPng } from "./agents/PhilFisher.png";
 export { default as PortfolioManagerPng } from "./agents/PortfolioManager.png";
 export { default as RakeshJhunjhunwalaPng } from "./agents/RakeshJhunjhunwala.png";
+export { default as ResearchAgentPng } from "./agents/ResearchAgent.png";
 export { default as RiskManagerPng } from "./agents/RiskManager.png";
 export { default as SecAgentPng } from "./agents/SecAgent.png";
 export { default as StanleyDruckenmillerPng } from "./agents/StanleyDruckenmiller.png";
 export { default as TechnicalAgencyPng } from "./agents/TechnicalAgency.png";
 export { default as ValuationAgencyPng } from "./agents/ValuationAgency.png";
+export { default as ValueCellAgentPng } from "./agents/ValueCellAgent.png";
 export { default as WarrenBuffettPng } from "./agents/WarrenBuffett.png";
 
 export { default as IconGroupPng } from "./icon-group.png";

frontend/src/constants/agent.ts

@@ -1,5 +1,6 @@
 import {
   AswathDamodaranPng,
+  AutoTradingAgentPng,
   BenGrahamPng,
   BillAckmanPng,
   CathieWoodPng,
@@ -12,10 +13,12 @@ import {
   PhilFisherPng,
   PortfolioManagerPng,
   RakeshJhunjhunwalaPng,
+  ResearchAgentPng,
   SecAgentPng,
   StanleyDruckenmillerPng,
   TechnicalAgencyPng,
   ValuationAgencyPng,
+  ValueCellAgentPng,
   WarrenBuffettPng,
 } from "@/assets/png";
 import {
@@ -66,6 +69,8 @@ export const COMPONENT_RENDERER_MAP: {
 
 export const AGENT_AVATAR_MAP: Record<string, string> = {
   // Investment Masters
+  ResearchAgent: ResearchAgentPng,
+  AutoTradingAgent: AutoTradingAgentPng,
   AswathDamodaranAgent: AswathDamodaranPng,
   BenGrahamAgent: BenGrahamPng,
   BillAckmanAgent: BillAckmanPng,
@@ -78,6 +83,7 @@ export const AGENT_AVATAR_MAP: Record<string, string> = {
   RakeshJhunjhunwalaAgent: RakeshJhunjhunwalaPng,
   StanleyDruckenmillerAgent: StanleyDruckenmillerPng,
   WarrenBuffettAgent: WarrenBuffettPng,
+  ValueCellAgent: ValueCellAgentPng,
 
   // Analyst Agents
   FundamentalsAnalystAgent: FundamentalProxyPng,

frontend/src/mock/agent-data.tsx

@@ -6,10 +6,10 @@ import SvgIcon from "@/components/valuecell/svg-icon";
 export const agentSuggestions: AgentSuggestion[] = [
   {
     id: "ResearchAgent",
-    title: "Research Report",
+    title: "Deep Research",
     icon: <SvgIcon name={ResearchReport} />,
     description:
-      "analyzes SEC filings and internal knowledge to produce sourceable",
+      "Analyze SEC filings to generate in-depth stock interpretation reports.",
     bgColor:
       "bg-gradient-to-r from-[#FFFFFF]/70 from-[5.05%] to-[#E7EFFF]/70 to-[100%]",
     decorativeGraphics: <img src={TrendPng} alt="Trend" />,

python/configs/agent_cards/aswath_damodaran_agent.json

@@ -2,7 +2,7 @@
     "name": "AswathDamodaranAgent",
     "display_name": "Aswath Damodaran Agent",
     "url": "http://localhost:10010/",
-    "description": "Valuation-focused analysis using robust discounted cash flow and intrinsic value methods. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Valuation-focused analysis using robust discounted cash flow and intrinsic value methods. ",
     "skills": [
         {
             "id": "aswath_damodaran_agent",

python/configs/agent_cards/auto_trading_agent.json

@@ -2,7 +2,7 @@
     "name": "AutoTradingAgent",
     "display_name": "Auto Trading Agent",
     "url": "http://localhost:10003/",
-    "description": "Automated cryptocurrency trading agent with real-time technical analysis, position management, and continuous monitoring. Supports multiple crypto assets and AI-powered trading strategies using various LLM models via OpenRouter.",
+    "description": "Automated cryptocurrency trading agent with real-time technical analysis, position management, and continuous monitoring.",
     "capabilities": {
         "streaming": true,
         "push_notifications": true

python/configs/agent_cards/ben_graham_agent.json

@@ -2,7 +2,7 @@
     "name": "BenGrahamAgent",
     "display_name": "Ben Graham Agent",
     "url": "http://localhost:10011/",
-    "description": "Margin-of-safety and value-investing oriented screens and stock selection. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Margin-of-safety and value-investing oriented screens and stock selection. ",
     "skills": [
         {
             "id": "ben_graham_agent",

python/configs/agent_cards/bill_ackman_agent.json

@@ -2,7 +2,7 @@
     "name": "BillAckmanAgent",
     "display_name": "Bill Ackman Agent",
     "url": "http://localhost:10012/",
-    "description": "Event-driven and activist-investor style analysis focused on catalysts and corporate structure improvements. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Event-driven and activist-investor style analysis focused on catalysts and corporate structure improvements.",
     "skills": [
         {
             "id": "bill_ackman_agent",

python/configs/agent_cards/cathie_wood_agent.json

@@ -2,7 +2,7 @@
     "name": "CathieWoodAgent",
     "display_name": "Cathie Wood Agent",
     "url": "http://localhost:10013/",
-    "description": "High-conviction growth and disruptive-innovation oriented analysis with long-term thematic views. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "High-conviction growth and disruptive-innovation oriented analysis with long-term thematic views.",
     "skills": [
         {
             "id": "cathie_wood_agent",

python/configs/agent_cards/charlie_munger_agent.json

@@ -2,7 +2,7 @@
     "name": "CharlieMungerAgent",
     "display_name": "Charlie Munger Agent",
     "url": "http://localhost:10014/",
-    "description": "Broad multidisciplinary perspective, focus on high-quality businesses with durable competitive advantages. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Broad multidisciplinary perspective, focus on high-quality businesses with durable competitive advantages. ",
     "skills": [
         {
             "id": "charlie_munger_agent",

python/configs/agent_cards/fundamentals_analyst_agent.json

@@ -2,7 +2,7 @@
     "name": "FundamentalsAnalystAgent",
     "display_name": "Fundamentals Analyst",
     "url": "http://localhost:10023/",
-    "description": "Financial-statement-driven analysis covering profitability, cash flows, and balance sheet strength. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Financial-statement-driven analysis covering profitability, cash flows, and balance sheet strength.",
     "skills": [
         {
             "id": "fundamentals_analyst_agent",

python/configs/agent_cards/michael_burry_agent.json

@@ -2,7 +2,7 @@
     "name": "MichaelBurryAgent",
     "display_name": "Michael Burry Agent",
     "url": "http://localhost:10015/",
-    "description": "Contrarian, deep-research driven value and special-situation analysis. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Contrarian, deep-research driven value and special-situation analysis.",
     "skills": [
         {
             "id": "michael_burry_agent",

python/configs/agent_cards/mohnish_pabrai_agent.json

@@ -2,7 +2,7 @@
     "name": "MohnishPabraiAgent",
     "display_name": "Mohnish Pabrai Agent",
     "url": "http://localhost:10016/",
-    "description": "Concentrated, low-risk value investing with a focus on high-upside asymmetric bets. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Concentrated, low-risk value investing with a focus on high-upside asymmetric bets.",
     "skills": [
         {
             "id": "mohnish_pabrai_agent",

python/configs/agent_cards/peter_lynch_agent.json

@@ -2,7 +2,7 @@
     "name": "PeterLynchAgent",
     "display_name": "Peter Lynch Agent",
     "url": "http://localhost:10017/",
-    "description": "Bottom-up, growth-at-a-reasonable-price (GARP) style stock picking and idea generation. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Bottom-up, growth-at-a-reasonable-price (GARP) style stock picking and idea generation. ",
     "skills": [
         {
             "id": "peter_lynch_agent",

python/configs/agent_cards/phil_fisher_agent.json

@@ -2,7 +2,7 @@
     "name": "PhilFisherAgent",
     "display_name": "Phil Fisher Agent",
     "url": "http://localhost:10018/",
-    "description": "Qualitative growth investing focused on management, R&D, and long-term industry positioning. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Qualitative growth investing focused on management, R&D, and long-term industry positioning.",
     "skills": [
         {
             "id": "phil_fisher_agent",

python/configs/agent_cards/rakesh_jhunjhunwala_agent.json

@@ -2,7 +2,7 @@
     "name": "RakeshJhunjhunwalaAgent",
     "display_name": "Rakesh Jhunjhunwala Agent",
     "url": "http://localhost:10019/",
-    "description": "Concentrated, conviction-driven investing with an emphasis on high-growth emerging opportunities. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Concentrated, conviction-driven investing with an emphasis on high-growth emerging opportunities.",
     "skills": [
         {
             "id": "rakesh_jhunjhunwala_agent",

python/configs/agent_cards/sentiment_analyst_agent.json

@@ -2,7 +2,7 @@
     "name": "SentimentAnalystAgent",
     "display_name": "Sentiment Analyst",
     "url": "http://localhost:10024/",
-    "description": "Market sentiment and positioning analysis using newsflow, social signals, and positioning data. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Market sentiment and positioning analysis using newsflow, social signals, and positioning data.",
     "skills": [
         {
             "id": "sentiment_analyst_agent",

python/configs/agent_cards/stanley_druckenmiller_agent.json

@@ -2,7 +2,7 @@
     "name": "StanleyDruckenmillerAgent",
     "display_name": "Stanley Druckenmiller Agent",
     "url": "http://localhost:10020/",
-    "description": "Macro-driven allocation and tactical trading insights combining top-down macro views with security selection. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Macro-driven allocation and tactical trading insights combining top-down macro views with security selection.",
     "skills": [
         {
             "id": "stanley_druckenmiller_agent",

python/configs/agent_cards/technical_analyst_agent.json

@@ -2,7 +2,7 @@
     "name": "TechnicalAnalystAgent",
     "display_name": "Technical Analyst",
     "url": "http://localhost:10022/",
-    "description": "Chart-based technical analysis for entries, exits, trend identification and momentum signals. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Chart-based technical analysis for entries, exits, trend identification and momentum signals.",
     "skills": [
         {
             "id": "technical_analyst_agent",

python/configs/agent_cards/valuation_analyst_agent.json

@@ -2,7 +2,7 @@
     "name": "ValuationAnalystAgent",
     "display_name": "Valuation Analyst",
     "url": "http://localhost:10025/",
-    "description": "Multi-method valuation using DCF, comparables, and precedent transactions to derive price targets. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Multi-method valuation using DCF, comparables, and precedent transactions to derive price targets.",
     "skills": [
         {
             "id": "valuation_analyst_agent",

python/configs/agent_cards/warren_buffett_agent.json

@@ -2,7 +2,7 @@
     "name": "WarrenBuffettAgent",
     "display_name": "Warren Buffett Agent",
     "url": "http://localhost:10021/",
-    "description": "Long-term value investing with emphasis on durable businesses, simple economics, and shareholder-friendly management. **CAUTION**: Only stock symbols in {AAPL, GOOGL, MSFT, NVDA, TSLA} is/are supported and the agent will refuse to answer for other symbols. The input should contain one or more stock symbol(s) from this list. ",
+    "description": "Long-term value investing with emphasis on durable businesses, simple economics, and shareholder-friendly management.",
     "skills": [
         {
             "id": "warren_buffett_agent",