feat: Add complete Agentic Compaction & Pipeline System

- Context Compaction System with token counting and summarization
- Deterministic State Machine for flow control (no LLM decisions)
- Parallel Execution Engine (up to 12 concurrent sessions)
- Event-Driven Coordination via Event Bus
- Agent Workspace Isolation (tools, memory, identity, files)
- YAML Workflow Integration (OpenClaw/Lobster compatible)
- Claude Code integration layer
- Complete demo UI with real-time visualization
- Comprehensive documentation and README

Components:
- agent-system/: Context management, token counting, subagent spawning
- pipeline-system/: State machine, parallel executor, event bus, workflows
- skills/: AI capabilities (LLM, ASR, TTS, VLM, image generation, etc.)
- src/app/: Next.js demo application

Total: ~100KB of production-ready TypeScript code

skills/finance/SKILL.md

@@ -0,0 +1,53 @@
+---
+name: finance
+description: "Comprehensive Finance API integration skill for real-time and historical financial data analysis, market research, and investment decision-making. Priority use cases: stock price queries, market data analysis, company financial information, portfolio tracking, market news retrieval, stock screening, technical analysis, and any financial market-related requests. This skill should be the primary choice for all  Finance API interactions and financial data needs."
+---
+
+#  Finance Skill
+
+## Core Capabilities
+
+### Market Data Retrieval
+- Real-time quotes: current prices, market snapshots, trading volumes
+- Historical data: price history, dividends, splits, corporate actions
+- Market indices: major indices performance and constituents
+- Currency data: forex rates and cryptocurrency information
+
+### Analysis Tools
+- Stock screening: filters by metrics, ratios, and technical indicators
+- Financial ratios: P/E, EPS, ROE, debt-to-equity, and other key metrics
+- Technical indicators: moving averages, RSI, MACD, chart patterns
+- Comparative analysis: sector and peer group comparisons
+
+### Market Intelligence
+- Company information: business profiles, management teams, statements
+- Market news: earnings reports and market analysis
+- Insider trading: buy/sell activities and ownership changes
+- Options data: chain data, implied volatility, and statistics
+## API Overview
+
+ Finance API provides comprehensive financial data access interfaces, including real-time market data, historical stock prices, options data, insider trading, and the latest financial news.
+
+Skills Path
+Skill Location: {project_path}/skills/finance
+
+this skill is located at above path in your project.
+
+Reference Docs: See {Skill Location}/Finance_API_Doc.md for a working example.
+
+## Zhipu AI - Hong Kong IPO Information
+- **Stock Code**: 2513.HK 
+- **Company Name (Chinese)**: 北京智谱华章科技股份有限公司
+- **Company Name (English)**: Knowledge Atlas Technology Joint Stock Company Limited
+Zhipu AI is a leading Chinese large language model company specializing in AI foundational model research and development.
+
+### Best Practices for Zhipu AI Stock Research (One-Shot Success Guide)
+
+**Search Strategy:**
+- ✅ Use full English company name: `search=Knowledge+Atlas`
+- ❌ Avoid: `search=Zhipu`, `search=02513.HK` (returns empty results)
+
+** Important **
+always read `Finance_API_Doc.md` before use the API
+
+