AI agents and tools for the retail investor
Project description
๐ง Navam Invest
AI-Powered Investment Intelligence for Retail Investors
Institutional-grade portfolio intelligence powered by specialized AI agents Built on LangGraph โข Powered by Anthropic Claude
Quick Start โข Features โข AI Agents โข Documentation โข Examples
๐ฏ What is Navam Invest?
Replace $1,000-$10,000/year wealth management fees with AI agents that research, analyze, and explain investment decisions in plain English.
Navam Invest is an open-source AI investment advisory platform designed for retail investors managing $50K-$1M portfolios. Instead of paying 1% AUM fees, you get a team of 10 specialized AI agents with automatic intent-based routingโall running locally with your API keys, using free public data.
Why Choose Navam Invest?
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๐ฆ Institutional Intelligence, Retail Access
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๐ฐ Zero Lock-In, Maximum Value
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๐ Transparent & Explainable
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โก Production-Ready Today
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โจ Key Features
๐ Automatic Intent-Based Routing (NEW in v0.1.36)
No more manual agent switching! Just ask your question naturally:
navam invest
# Simply ask - the router automatically selects the right agent(s)
> Should I invest in AAPL?
# โ Router analyzes intent
# โ Routes to Quill (fundamentals) + Macro Lens (timing) + Risk Shield (exposure)
# โ Synthesizes comprehensive recommendation
> Find undervalued tech stocks with strong earnings momentum
# โ Router detects screening + earnings intent
# โ Routes to Screen Forge + Earnings Whisperer
> Protect my NVDA position with options
# โ Router detects hedging intent
# โ Routes to Hedge Smith for options strategies
Power users can still use manual commands (/quill, /hedge, /risk) for direct agent control.
๐ค 10 Specialized AI Agents
Each agent is purpose-built with curated tools and expert system prompts:
| Agent | Purpose | Tools | Example Query |
|---|---|---|---|
| Quill | Deep fundamental research | 36 | "Analyze AAPL with DCF valuation and insider activity" |
| Earnings Whisperer | Earnings surprise analysis | 14 | "Find post-earnings drift opportunities in NVDA" |
| Screen Forge | Systematic stock screening | 15 | "Screen for stocks with 3+ consecutive earnings beats" |
| Macro Lens | Top-down macro analysis | 13 | "What's the current economic regime for tech stocks?" |
| News Sentry | Real-time event detection | 13 | "Alert me to material 8-K filings and insider trades" |
| Risk Shield | Portfolio risk management | 18 | "Calculate VAR and analyze concentration risks" |
| Tax Scout | Tax-loss harvesting | 12 | "Identify tax-loss harvesting opportunities" |
| Hedge Smith | Options strategies | 13 | "Design a protective collar for my AAPL position" |
| Atlas | Strategic asset allocation | 12 | "Create an IPS for $200K portfolio" |
| Portfolio/Research | Legacy general-purpose | 24/10 | Backward compatibility |
๐ Multi-Agent Workflows
Agents don't just answer questionsโthey collaborate:
/analyze MSFT
# 1. Quill performs bottom-up fundamental analysis
# โ Financial health, valuation, earnings trends
# 2. Macro Lens validates with top-down regime analysis
# โ Economic cycles, sector positioning, yield curve
# 3. Final synthesis combines both perspectives
# โ BUY/HOLD/SELL with confidence level and reasoning
Result: Institutional-quality investment analysis in seconds, not hours.
๐ Free & Premium Data Sources
32 tools across 9 APIs (3 completely free, 6 with generous free tiers):
| Data Source | Coverage | Free Tier | Cost |
|---|---|---|---|
| Yahoo Finance ๐ | Real-time quotes, earnings, analyst ratings, ownership | Unlimited | FREE |
| SEC EDGAR ๐ | Corporate filings (10-K, 10-Q, 8-K), insider transactions | Unlimited | FREE |
| U.S. Treasury ๐ | Yield curves, treasury rates | Unlimited | FREE |
| Tiingo | 5-year historical fundamentals | 50 symbols/hr | Optional |
| Finnhub | News/social sentiment, insider trades | 60 calls/min | Optional |
| Alpha Vantage | Stock prices, company overviews | 25-500 calls/day | Optional |
| FRED | Economic indicators (GDP, CPI, unemployment) | Unlimited | Optional |
| NewsAPI.org | Market news, headlines | 1,000 calls/day | Optional |
| Anthropic Claude | AI reasoning engine (Sonnet 4.5) | Pay-as-you-go | Required |
๐ก 80% of functionality works with just Yahoo Finance + SEC EDGAR (no API keys needed!)
๐ฌ Modern Terminal UI with Progressive Streaming
Built with Textual framework for a responsive, beautiful CLI experience:
- โ Progressive streaming: Watch sub-agent tool calls appear in real-time (NEW in v0.1.36)
- โ Real-time reasoning: See agents think and make decisions live
- โ Smart input management: Auto-disabled during processing (no duplicate queries)
- โ Tool execution tracking: See exactly which data sources agents are calling
- โ Multi-agent progress: Visual workflow transitions with status updates
- โ Markdown rendering: Tables, code blocks, syntax highlighting
- โ
Auto-save reports: All responses >200 chars saved to
reports/directory - โ
Keyboard shortcuts:
Ctrl+C(clear),Ctrl+Q(quit)
๐ Quick Start
Installation
Requirements: Python 3.9+ and an Anthropic API key
# Install from PyPI
pip install navam-invest
# Start the interactive terminal
navam invest
5-Minute Setup
1. Create environment file:
cp .env.example .env
2. Add your Anthropic API key (required):
# .env file
ANTHROPIC_API_KEY=sk-ant-your-key-here
Get your free key at console.anthropic.com ๐ฐ Cost: ~$3-15/month for typical usage (pay-as-you-go)
3. Optional: Add free-tier API keys (recommended for full features):
# Optional - all have generous free tiers
FRED_API_KEY=your_key_here # Unlimited economic data
TIINGO_API_KEY=your_key_here # 50 symbols/hr historical data
FINNHUB_API_KEY=your_key_here # 60 calls/min sentiment data
NEWSAPI_API_KEY=your_key_here # 1,000 calls/day news
ALPHA_VANTAGE_API_KEY=your_key_here # 25-500 calls/day quotes
4. Verify setup:
navam invest
> /api
# Shows status table: โ
working / โ failed / โช not configured
First Query
navam invest
# NEW: Just ask naturally - automatic routing!
> Should I invest in Apple stock right now?
# Router automatically selects Quill, Macro Lens, and Risk Shield
> Find undervalued tech companies with strong earnings
# Router automatically selects Screen Forge and Earnings Whisperer
> How can I reduce my tax bill before year-end?
# Router automatically selects Tax Scout
# Or use manual commands for specific agents (power users)
> /quill
> Analyze Microsoft's earnings trends and institutional ownership
> /macro
> What's the current economic regime for tech stocks?
> /risk
> Calculate VAR for my portfolio and identify concentration risks
๐ New to Navam Invest? Check the Getting Started Guide for detailed walkthroughs.
๐ค Specialized AI Agents
โญ Quill - Equity Research Analyst
Deep fundamental analysis & investment thesis development
View Capabilities & Examples
What Quill Does:
- ๐ DCF Valuation: Discounted cash flow models with sensitivity analysis
- ๐ 5-Year Trends: Revenue growth, margins, ROIC, FCF, debt ratios
- ๐ฐ Earnings Analysis: Historical beats, estimates, surprise patterns
- ๐ฏ Analyst Coverage: Consensus ratings, price targets, upgrades/downgrades
- ๐ข Ownership Tracking: Institutional holders, insider transactions (Form 4)
- ๐ SEC Filings: 10-K/10-Q deep-dives, 8-K material events, XBRL data
- ๐ต Dividend Analysis: Yield, payout sustainability, history
- ๐ฐ News Validation: Company-specific news with sentiment
Tools: 36 specialized tools across Yahoo Finance, SEC EDGAR, Tiingo, Finnhub, NewsAPI
Example Queries:
# Automatic routing (just ask naturally)
> Analyze NVDA fundamentals and give me a buy/hold/sell recommendation
# Manual mode (power users)
> /quill
> Deep dive on AAPL: recent earnings, institutional ownership changes, and DCF valuation
Expected Output: 5-section investment thesis with BUY/HOLD/SELL recommendation, fair value range, key catalysts, and risk factors.
๐ Earnings Whisperer - Earnings Specialist
Earnings surprise analysis & post-earnings drift detection
View Capabilities & Examples
What Earnings Whisperer Does:
- ๐ฏ Historical Tracking: 4-8 quarter earnings surprise analysis
- ๐ Drift Detection: 1-3 day post-earnings momentum patterns
- ๐ Analyst Revisions: Estimate changes post-earnings
- โ Quality Assessment: Revenue vs EPS beats, non-recurring items
- ๐ Calendar Monitoring: Upcoming earnings with probability scoring
- ๐ Pattern Recognition: Consistent beaters, accelerating growth, quality issues
- ๐น Trading Signals: BUY/HOLD/SELL based on drift probability
Tools: 14 specialized tools across Yahoo Finance, SEC, Finnhub
Example Queries:
# Automatic routing
> Is there a post-earnings drift opportunity in META after recent earnings?
# Manual mode
> /earnings
> Analyze TSLA's last 6 quarters - average beat percentage and drift patterns
Expected Output: Earnings momentum scorecard with drift probability, pattern analysis, and trading recommendation.
๐ Screen Forge - Equity Screener
Systematic stock discovery & idea generation
View Capabilities & Examples
What Screen Forge Does:
- ๐ Multi-Factor Screening: Value, growth, quality, momentum factors
- ๐ฏ Systematic Discovery: Weekly watchlist generation with ranking
- ๐ Earnings Momentum: Filter for consistent earnings beaters
- โฌ๏ธ Analyst Activity: Upgrade/downgrade-based screening
- ๐ฌ Sentiment Validation: News and social sentiment checks
- ๐ Seamless Handoff: Passes top candidates to Quill for deep-dive
Tools: 15 specialized tools across Yahoo Finance, Finnhub, Alpha Vantage
Example Queries:
# Automatic routing
> Find undervalued growth stocks with strong earnings momentum
# Manual mode
> /screen
> Screen for stocks with P/E under 15, 3+ consecutive earnings beats, and positive sentiment
Expected Output: Ranked table of 10-20 candidates with screening criteria, key metrics, and suggested next steps.
๐ Macro Lens - Market Strategist
Top-down economic analysis & regime identification
View Capabilities & Examples
What Macro Lens Does:
- ๐ Economic Cycles: 4-phase regime analysis (early/mid/late expansion, recession)
- ๐ Yield Curve: Interpretation and recession signal detection (inversions)
- ๐ญ Sector Allocation: Macro-driven positioning guidance
- ๐ Factor Recommendations: Value vs growth, size, volatility tilts
- ๐ Macro Tracking: Inflation, GDP, employment, Fed policy
- ๐ Market Indices: S&P 500, Nasdaq, VIX correlation analysis
- ๐น Interest Rates: Fed funds, treasury rates, credit spreads
Tools: 13 specialized tools across FRED, U.S. Treasury, Yahoo Finance, NewsAPI
Example Queries:
# Automatic routing
> What's the current market environment for tech stocks?
# Manual mode
> /macro
> Analyze the yield curve - is it signaling recession? Which sectors should I overweight?
Expected Output: Regime assessment with sector allocation matrix, factor positioning, and macro risk scenarios.
๐๏ธ News Sentry - Real-Time Event Monitor
Material event detection & breaking news alerts
View Capabilities & Examples
What News Sentry Does:
- ๐ 8-K Monitoring: Material corporate events (M&A, management changes, bankruptcy)
- ๐ Form 4 Tracking: Insider buying/selling by officers and directors
- ๐ฐ Breaking News: Real-time company-specific news with sentiment
- ๐ Analyst Actions: Rating changes, price target updates
- ๐ฏ Event Prioritization: CRITICAL/HIGH/MEDIUM/LOW urgency scoring
- โก Rapid Response: Detect market-moving events as they happen
Tools: 13 specialized tools across SEC EDGAR, NewsAPI, Finnhub, Yahoo Finance
Example Queries:
# Automatic routing
> Any material events or insider activity at TSLA recently?
# Manual mode
> /news
> Monitor AAPL for 8-K filings, insider transactions, and breaking news in last 7 days
Expected Output: Prioritized event list with urgency levels, event details, and recommended actions.
๐ก๏ธ Risk Shield - Portfolio Risk Manager
Comprehensive risk analysis & exposure monitoring
View Capabilities & Examples
What Risk Shield Does:
- ๐ Concentration Analysis: Sector, geographic, single-stock exposures
- ๐ Drawdown Metrics: Historical drawdowns, peak-to-trough, recovery periods
- ๐น VAR Calculations: Value at Risk (95%, 99% confidence levels)
- ๐ฒ Scenario Testing: Stress tests against historical crises (2008, 2020)
- ๐ Correlation Analysis: Diversification quality, correlation matrices
- ๐ Volatility Metrics: Portfolio vol, beta, Sharpe, Sortino ratios
- โ ๏ธ Limit Breach Detection: Position size, sector concentration thresholds
- ๐ ๏ธ Risk Mitigation: Hedging strategies, rebalancing recommendations
Tools: 18 specialized tools across market data, fundamentals, macro indicators, treasury data
Example Queries:
# Automatic routing
> Analyze my portfolio risk and recommend mitigation strategies
# Manual mode
> /risk
> Calculate VAR at 95% and 99%, identify sector concentration risks, stress test against 2008 crisis
Expected Output: Risk scorecard (1-10 scale), concentration analysis, VAR metrics, stress test results, and actionable mitigation recommendations.
๐ฐ Tax Scout - Tax Optimization Specialist
Tax-loss harvesting & wash-sale compliance
View Capabilities & Examples
What Tax Scout Does:
- ๐ธ Tax-Loss Harvesting: Identify positions with unrealized losses
- โฐ Wash-Sale Compliance: 30-day rule monitoring (IRS Section 1091)
- ๐ Replacement Candidates: Find substantially different securities
- ๐ Capital Gains Analysis: Short-term vs long-term tracking
- ๐ Year-End Planning: Strategic positioning before Dec 31 deadline
- โ๏ธ Tax-Efficient Rebalancing: Minimize gains during portfolio adjustments
- ๐ Lot-Level Analysis: FIFO, LIFO, specific lot identification
Tools: 12 specialized tools for portfolio data, market pricing, fundamentals
Example Queries:
# Automatic routing
> How can I reduce my tax bill before year-end?
# Manual mode
> /tax
> Identify tax-loss harvesting opportunities with >5% unrealized losses, check wash-sale violations
Expected Output: TLH opportunities table with tax savings estimates, wash-sale violations, replacement candidates, and year-end action plan.
๐ฏ Hedge Smith - Options Strategist
Options strategies for portfolio protection & yield enhancement
View Capabilities & Examples
What Hedge Smith Does:
- ๐ก๏ธ Protective Collars: Simultaneous OTM put purchase + OTM call sale for downside protection with capped upside
- ๐ฐ Covered Calls: Sell call options against existing holdings to generate premium income
- ๐ Protective Puts: Portfolio insurance through put purchases with cost/benefit optimization
- ๐ต Cash-Secured Puts: Generate income while waiting to acquire stock at lower price
- ๐ฏ Strike Selection: Optimal strike selection (5-10% OTM for protection, 10-20% for income)
- ๐ Expiration Optimization: 30-45 days for theta decay, 60-90 days for protection
- ๐ Options Greeks: Delta, gamma, theta, vega, IV percentile analysis
- โ๏ธ Risk/Reward Profiling: Max profit, max loss, breakeven, probability estimates
Tools: 13 specialized tools for options chain data, market data, fundamentals, volatility
Example Queries:
# Automatic routing
> How can I protect my AAPL position with options?
# Manual mode
> /hedge
> I hold 500 shares of AAPL at $180 cost, currently $200. Design a protective collar for 45-day expiration.
Expected Output: Complete strategy specification with specific strikes, premiums, Greeks, risk/reward analysis, and exit strategy.
๐ก Example Workflows
Multi-Agent Investment Analysis
Command: /analyze <SYMBOL> or just ask naturally
What Happens:
- Quill performs bottom-up fundamental analysis
- Macro Lens validates with top-down economic context
- Synthesis combines both perspectives into final recommendation
Example: Comprehensive MSFT Analysis (click to expand)
You: Should I invest in Microsoft?
๐ Router analyzing your query to select appropriate agent(s)...
Router (Analyzing Intent):
โ Detected investment decision query
โ Routing to Quill (fundamental analysis)
โ Routing to Macro Lens (market timing validation)
โ Routing to Risk Shield (exposure assessment)
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
QUILL: FUNDAMENTAL ANALYSIS
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
Quill (Equity Research):
โ Calling route_to_quill
Quill analyzing: Should I invest in Microsoft...
Running specialist tools (fundamental analysis, valuation, investment thesis)...
โ get_quote({'symbol': 'MSFT'})
โ get_earnings_history({'symbol': 'MSFT'})
โ get_analyst_recommendations({'symbol': 'MSFT'})
โ get_financials({'symbol': 'MSFT'})
โ Quill (Fundamental Analysis) completed
**Fundamental Assessment**: STRONG
- Price: $420.45 (+0.8%), P/E 31x, Market Cap $3.1T
- 4 consecutive earnings beats, avg +4.2% surprise
- 89% buy ratings, mean target $475 (+13% upside)
- Revenue +15% YoY, 42% gross margin, $87B FCF
- Exceptional profitability (42% ROE)
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
MACRO LENS: TIMING VALIDATION
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
Macro Lens (Market Strategist):
โ Calling route_to_macro_lens
Macro Lens analyzing: What is the current market environment...
Running specialist tools (market timing, sector allocation, economic regime)...
โ get_key_macro_indicators()
โ get_treasury_yield_curve()
โ get_market_indices()
โ Macro Lens (Market Timing) completed
**Macro Context**: LATE EXPANSION with CAUTION
- GDP +2.4%, CPI +3.1%, Unemployment 3.7%
- 10Y-2Y inverted -0.54% (recession warning)
- S&P 500 +12% YTD, Nasdaq -8% from highs, VIX 14.2
- Late expansion phase suggests staged entry
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
RISK SHIELD: EXPOSURE ASSESSMENT
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
Risk Shield (Portfolio Risk):
โ Calling route_to_risk_shield
Risk Shield analyzing: What are the key risk considerations...
Running specialist tools (portfolio risk, VAR, drawdown analysis)...
โ get_volatility_metrics({'symbol': 'MSFT'})
โ calculate_portfolio_beta({'symbol': 'MSFT'})
โ Risk Shield (Portfolio Risk) completed
**Risk Profile**: MODERATE
- Beta: 0.95 (slightly less volatile than market)
- Defensive characteristics (enterprise subscriptions)
- Position sizing: Recommend 5-10% of portfolio max
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
FINAL SYNTHESIS
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
๐ฏ RECOMMENDATION: BUY (Dollar-Cost Average)
๐ Confidence Level: MEDIUM
**Key Reasoning**:
Microsoft shows exceptional fundamental quality:
- 42% ROE, $87B annual FCF (best-in-class capital efficiency)
- Strong competitive moats (Azure cloud, enterprise software lock-in)
- Consistent earnings beats (+4.2% avg surprise, 4 quarters)
- 89% analyst buy ratings, $475 mean target (+13% upside)
However, macro timing suggests staged entry:
- Late expansion phase (GDP slowing from 2.8% to 2.4%)
- Inverted yield curve (-0.54%) signals 70% recession probability
- Tech sector vulnerable (Nasdaq -8% from highs)
**Suggested Action**:
Dollar-cost average over 3-6 months:
- Tranche 1: 40% now (defensive exposure to quality)
- Tranche 2: 30% if MSFT dips below $390 (-7% from current)
- Tranche 3: 30% if macro deteriorates (recession confirmed)
Microsoft's defensive characteristics position it to outperform
cyclical tech peers in downturn.
**Risk Warnings**:
1. Azure growth deceleration below 25% YoY would weaken thesis
2. Recession could compress P/E to 24-26x (15-20% downside)
3. If yield curve steepens rapidly, pause accumulation
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
๐ Report saved to: reports/MSFT_analysis_20251012_143022.md
๐ Documentation
User Guides
- ๐ Getting Started - Installation, setup, first queries, troubleshooting
- โ FAQ - 100+ answered questions covering all features
- ๐ค Agents Guide - Complete reference for all 10 specialized agents
- ๐ Multi-Agent Workflows - Agent collaboration patterns
- ๐ ๏ธ API Tools - Data sources and tool capabilities
Developer Resources
- ๐ฆ PyPI Package - Latest releases and version history
- ๐ง GitHub Repository - Source code, issues, pull requests
- ๐๏ธ Architecture - System design and technical overview
- ๐ Release Notes - Detailed changelog for each version
- ๐ LangGraph Guide - Multi-agent patterns & best practices
API Documentation
- Anthropic Claude - AI reasoning engine
- LangGraph - Agent orchestration framework
- Yahoo Finance (yfinance) - Free market data library
- SEC EDGAR - Corporate filings API
- Alpha Vantage - Stock market data
- Tiingo - Historical fundamentals
- Finnhub - Alternative data & sentiment
- FRED - Economic indicators
๐บ๏ธ Roadmap
Current Release: v0.1.36 (In Development)
Latest Features:
- โ Automatic Intent-Based Routing: No more manual agent switchingโjust ask naturally
- โ Progressive Streaming: Real-time display of sub-agent tool calls as they execute
- โ Router Agent: LangGraph tool-calling supervisor that coordinates 10 specialist agents
- โ Enhanced Transparency: Watch router analyze intent and select appropriate agents
- โ
Backward Compatible: All
/commandsyntax still works for power users
Recently Completed:
- โ Hedge Smith Agent: Options strategies (collars, covered calls, puts), Greeks analysis (v0.1.35)
- โ Tax Scout Agent: Tax-loss harvesting, wash-sale compliance, year-end planning (v0.1.34)
- โ Risk Shield Agent: Portfolio risk management, VAR, drawdown analysis (v0.1.33)
- โ News Sentry Agent: Real-time 8-K monitoring, insider tracking, breaking news (v0.1.32)
Planned for v0.1.37 (Q1 2025):
- Enhanced Workflows: Extended
/analyzewith News Sentry, Risk Shield, Tax Scout - New Workflows:
/discover(Screen Forge โ Quill โ Risk Shield),/optimize-tax,/protect - API Caching Layer: DuckDB-based caching to reduce API calls
Future Releases
v0.2.0+ (Q2 2025):
- Backtesting Engine: Test investment strategies on historical data
- Web UI: Browser-based interface (in addition to TUI)
- State Persistence: PostgreSQL checkpointer for LangGraph
- Cloud Deployment: LangGraph Cloud integration
- Custom Agents: User-defined agent templates and tools
- Python SDK: Programmatic API for third-party integrations
Recent Releases
v0.1.35 (Oct 13, 2025) - Hedge Smith Agent
- โ Options strategies for portfolio protection and yield enhancement
- โ Protective collars, covered calls, protective puts, cash-secured puts
- โ Greeks analysis (delta, gamma, theta, vega, IV)
- โ Strike selection and expiration optimization
- โ 13 specialized tools for options analysis
- โ
TUI integration with
/hedgecommand
v0.1.34 (Oct 12, 2025) - Tax Scout Agent
- โ Tax-loss harvesting opportunity identification
- โ Wash-sale rule compliance monitoring (30-day windows)
- โ Year-end tax planning strategies
- โ 12 specialized tools for tax optimization
- โ
TUI integration with
/taxcommand
v0.1.33 (Oct 9, 2025) - Risk Shield Agent
- โ Portfolio risk management (VAR, drawdown, concentration)
- โ 18 specialized tools across market data and macro indicators
- โ Comprehensive system prompt with risk assessment frameworks
- โ
TUI integration with
/riskcommand
๐ค Contributing
We welcome contributions! Navam Invest is built by retail investors, for retail investors.
Ways to Contribute
- ๐ Report Bugs - Submit detailed bug reports
- ๐ก Suggest Features - Share ideas for new agents or workflows
- ๐ Improve Docs - Make documentation clearer
- ๐ง Submit PRs - Code contributions for bugs or features
Development Workflow
- Fork and clone:
git clone https://github.com/your-username/navam-invest.git - Create branch:
git checkout -b feature/amazing-feature - Make changes with tests and documentation
- Run quality checks:
black src/ tests/ # Format code ruff check src/ tests/ # Lint mypy src/ # Type check pytest # Run tests
- Commit:
git commit -m "feat: Add amazing feature" - Push and create PR with detailed description
See CONTRIBUTING.md for detailed guidelines.
๐ License
This project is licensed under the MIT License - see LICENSE for details.
Key Points:
- โ Free for personal and commercial use
- โ Modify and distribute as you wish
- โ No warranty provided
๐ Acknowledgments
Core Technologies
- Anthropic - Claude AI reasoning engine (Sonnet 4.5)
- LangChain - Agent framework ecosystem (LangGraph orchestration)
- Textual - Modern terminal UI framework
Data Providers
- Yahoo Finance - Free real-time quotes, earnings, analyst ratings
- SEC EDGAR - Corporate filings (10-K, 10-Q, 8-K, Form 4)
- U.S. Treasury - Yield curves, treasury rates
- Alpha Vantage - Stock market data
- Tiingo - Historical fundamentals
- Finnhub - Alternative data & sentiment
- FRED - Federal Reserve economic data
- NewsAPI.org - Market news & headlines
Project details
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