The Complete Financial Operating System — All 17 Skills in One Stack

# data-layer.yaml
skills:
  alpha_vantage:
    function: "Traditional market data"
    covers: "US/international equities, forex, macro indicators"
    feeds: [portfolio_watcher, backtest_expert, financial_analysis]

  crypto_market_data:
    function: "Crypto market data + on-chain metrics"
    covers: "BTC, ETH, DeFi tokens, on-chain analytics"
    feeds: [crypto_regime_classifier, backtest_expert, base_trader]

  sec_filing_watcher:
    function: "SEC EDGAR monitoring"
    covers: "S-1, 10-K, 8-K, 13-F filings"
    feeds: [financial_analysis, portfolio_watcher]

  cmc_api:
    function: "CoinMarketCap data"
    covers: "Listings, categories, trending, OHLCV"
    feeds: [crypto_regime_classifier, base_trader]

# analysis-layer.yaml
skills:
  backtest_expert:
    function: "Strategy validation and robustness testing"
    input: [alpha_vantage, crypto_market_data]
    output: "Validated signals with confidence intervals"

  macro_regime_detector:
    function: "Economic cycle classification"
    input: [alpha_vantage, FRED_data]
    output: "Regime state + transition probabilities"

  crypto_regime_classifier:
    function: "Crypto cycle phase detection"
    input: [crypto_market_data, on_chain_data]
    output: "Cycle phase + exit/entry signals"

  financial_analysis:
    function: "Company-level fundamental analysis"
    input: [alpha_vantage, sec_filing_watcher]
    output: "DCF models, ratio analysis, earnings previews"

  monte_carlo_simulator:
    function: "Probabilistic scenario modeling"
    input: [any_numerical_data]
    output: "Distribution of outcomes with confidence intervals"

  risk_metrics:
    function: "Portfolio risk quantification"
    input: [portfolio_watcher, alpha_vantage]
    output: "VaR, CVaR, Sharpe, Sortino, drawdown analysis"

  argus_edge:
    function: "Prediction market analysis"
    input: [polymarket_data, kalshi_data]
    output: "Calibration reports, EV calculations, bet sizing"

# execution-layer.yaml
skills:
  portfolio_watcher:
    function: "Real-time portfolio monitoring + alerts"
    input: [all_data_sources, all_analysis_skills]
    output: "Position alerts, rebalance recommendations"
    agent: Hari

  base_trader:
    function: "Crypto trading on Base via Bankr"
    input: [crypto_regime_classifier, backtest_expert]
    output: "Trade execution (with approval gates)"
    agent: Hari

  # DeFi scanner (in development)
  defi_scanner:
    function: "DeFi opportunity detection"
    input: [crypto_market_data, on_chain_data]
    output: "Yield opportunities, arbitrage signals"
    agent: Hari

# reporting-layer.yaml
skills:
  xbrl_filing_generator:
    function: "Structured financial statement tagging"
    input: [financial_statements]
    output: "XBRL-tagged filings, PCG-to-IFRS conversion"
    agent: Warren

  financial_statements:
    function: "Income statement, balance sheet, cash flow"
    input: [accounting_data]
    output: "GAAP/IFRS-compliant statements with variance analysis"
    agent: Warren

  startup_financial_modeling:
    function: "Runway, revenue, and growth modeling"
    input: [monte_carlo, accounting_data]
    output: "Board presentations, LP reports, scenario analysis"
    agent: Warren

  gaap_ifrs_compliance:
    function: "Standards compliance validation"
    input: [financial_statements, xbrl_filings]
    output: "Compliance flags, remediation guidance"
    agent: Warren

HARI (Investment Advisor)
├── Morning brief: Market regime + portfolio positions + signals
├── Monitors: All data sources continuously
├── Recommends: Allocation changes, entries, exits
├── Reports to: Alfrawd → Bilal
└── Never: Executes without approval

WARREN (CFO)
├── Quarterly: Financial statements + LP reports + board deck
├── Monitors: Cash flow, runway, compliance deadlines
├── Handles: PCG-to-IFRS, XBRL tagging, audit prep
├── Reports to: Alfrawd → Bilal
└── Never: Signs or files without approval

ALFRAWD (Master Agent)
├── Synthesizes: Cross-domain intelligence
├── Escalates: Conflicts between Hari and Warren's priorities
├── Delivers: Consolidated briefs to Bilal
└── Coordinates: 31 agents across 8 teams

06:00 UTC — Crypto data refresh (overnight moves)
06:15 UTC — Crypto regime classifier updates cycle phase
06:30 UTC — Hari generates morning intelligence brief
07:00 UTC — SEC watcher checks for overnight filings
07:30 UTC — Macro regime detector ingests pre-market data
08:00 UTC — Hari delivers morning brief to Alfrawd → Bilal
09:30 UTC — US market open: portfolio watcher activates
10:00 UTC — Alpha Vantage data flowing, positions updating
12:00 UTC — Mid-day risk metrics calculation
16:00 UTC — US market close: daily P&L summary
16:30 UTC — Backtest expert runs daily signal check
17:00 UTC — End-of-day portfolio snapshot
21:00 UTC — Warren runs any scheduled financial reports
22:00 UTC — Overnight monitoring: crypto + SEC + news