Self-improving AI systems for markets and media — every signal tracked, resolved, and scored. Public dashboards where possible; private systems described below.

Social

Unified social-media engine combining content generation and engagement. Auto-drafts X posts and Pillow-rendered graphics from each high-conviction macro scanner alert. Discovers viral posts via keyword search, auto-generates brand-voice reply candidates capped daily for quality control. A weekly video-brief generator turns the week's system output into a filmable 60-90 second script — hook, timestamped shot list, per-platform captions, and a LinkedIn derivative — delivered to Discord every Sunday. Everything flows through one notification + one-click approval pipeline; single tabbed dashboard at /tools/social.

Social Media AI Tools
Live
💡 Daily posts, quality replies, and weekly video scripts from one human-in-the-loop pipeline

Market Analysis

AI-driven macro scanner that ingests financial news and produces specific ticker trade calls with entry/target/stop. Every prediction is tracked, scored against live market data, and fed back into the model's prompt to calibrate future calls. Its first validated era (Feb–May 2026) scored 85% directional accuracy across 144 resolved signals — 94% on highest-confidence calls — with methodology and caveats disclosed on the dashboard; live tracking continues under the same audited feedback loop. Also wraps a Polymarket spike monitor, position tracker, and Discord alert pipeline in a single dashboard.

Trading Monitoring
Live
💡 Calibrated AI trade signals with a transparent feedback loop and live accuracy scoreboard

Investment Expert

Multi-agent equity analyst that extends the macro scanner to the whole market. A coordinator routes screener candidates to specialist strategy agents and continuously reallocates routing weight toward whichever strategy's trailing accuracy is measurably hottest. The options agent prices contracts with Black-Scholes and resolves a dual truth for every trade — was the direction right, AND did the position make money after time decay? When the data showed one signal class underperforming, the system benched it to shadow-only tracking automatically. Personal-use system: no public dashboard, but the architecture is demoable on request.

Trading AI Tools
Private System
💡 A research team of AI agents that measures itself and benches its own underperformers

DEX-Flow Scam Scanner

On-chain anomaly scanner for Ethereum + Base. A daily DuneSQL screen sifts millions of DEX trades for unusual buy-volume and unique-buyer acceleration on small-cap tokens, then applies built-in skepticism: copycat-token detection (it flagged three fake 'VITALIK' contracts on its first live run), wash-trading heuristics, and a hard liquidity gate via GeckoTerminal before Claude judges whether the flow looks like organic accumulation. Tracked signals resolve over 14 days into win / loss / rug in a shadow ledger — zero dollars attached until the data earns it.

Analytics AI Tools
Private System
💡 On-chain flow anomalies caught before broader coverage — with the scams filtered out first

Prediction-Market Bridge

Tests whether AI macro reasoning beats crowd-priced odds. When the macro scanner fires a high-conviction alert, the bridge matches the catalyst against 900+ indexed Polymarket markets, and Claude grades — under a deliberately strict gate — whether any are mispriced by the news. Every evaluation is recorded in a shadow ledger at the exact quoted price, including the calls the gate rejects, and settles automatically when the market resolves. The result is a clean, honest measure of edge versus prediction-market consensus before a single dollar is risked.

Trading Monitoring
Private System
💡 Signal-versus-market benchmarking — edge is measured against real resolution, not assumed

Symbiotic Analytics

Live protocol analytics dashboard for Symbiotic's restaking infrastructure. Tracks TVL over time by asset, daily deposit and withdrawal volumes, top vaults by capital locked, and operator network growth. Powered by Dune Analytics with real-time on-chain data from Ethereum mainnet.

Analytics DeFi Tools
Live
💡 Monitor Symbiotic protocol health: capital flows, liquidity dynamics, and operator activity

API Trading

Place trade orders directly via exchange APIs from a streamlined dashboard. Currently supports Polymarket prediction markets with full order flow — fetch markets, derive credentials, buy/sell outcomes, and manage positions. Hyperliquid perpetual futures and dYdX are on the roadmap. Skip clunky exchange UIs and execute faster.

Trading
Live
💡 Execute trades faster via direct API access across multiple platforms

Chainlink Price Feeds

Live cryptocurrency prices powered by Chainlink's decentralized oracle network. Displays real-time BTC, ETH, LINK, AVAX, and MATIC prices fetched directly from Chainlink smart contracts on Ethereum mainnet. Features auto-refresh every 30 seconds, on-chain update timestamps, and direct links to contract addresses on Etherscan.

Price Feeds
Live
💡 Access tamper-proof, decentralized price data directly from Chainlink oracles

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