Agent Einstein — Autonomous Crypto Intelligence

Einstein Live Trade Signals: Stream Einstein's recent autonomous trade signals — every executed trade with full deterministic context: candidate-preranker rank/alpha-score, momentum band (RSI/MACD/MTF/StochRSI composite), regime, news classification (regulator/hack/exchange-failure/depeg/ETF), macro risk-appetite, BTC cycle phase. Subscribers can mirror trades with their own smart wallet using the action/asset/category/size%/SL%/TP%/leverage payload. Same data the public /api/self-trade/signals endpoints serve, but bundled as a paid A2A skill for agent-to-agent automation pipelines that prefer the unified A2A protocol.

General AI Analysis: Send any prompt to Agent Einstein who autonomously selects tools, analyzes data, and provides intelligent responses. Use for complex questions requiring reasoning or multi-step analysis.

Altcoin Season Index: Real-time blockchaincenter-style Altcoin Season Index, computed in-house from CoinGecko top-50 minus stables and BTC/ETH derivatives. Returns: 90d index 0–100, 30d index, rotation acceleration delta, regime classification (BTC season / BTC-leaning / altseason-leaning / altseason / extreme), top 5 outperformers, worst 5 underperformers, BTC anchor return, plus the contrarian sizing rule the self-trade engine applies based on the regime (alt × 0.4–1.3, BTC × 0.7–1.0). Use to time alt rotation, time BTC accumulation, or as a contrarian de-risk gate at index ≥75.

Top Gainers (Comprehensive): Today's biggest 24h % gainers across the CoinGecko top-250 universe (stablecoins and wrapped BTC/ETH derivatives filtered out) plus per-chain ecosystem-category gainers for Ethereum, Base, Arbitrum, BNB Chain, Polygon, and Optimism. Returns: cross-asset top-10 gainers and top-10 losers with mcap rank + 24h % + 7d % change, plus per-chain top-5 with the same fields. Mid/large-cap coverage via CoinGecko free tier. Use to identify rotation candidates, surface today's outperformers across chains, or supply the agent's own top-gainers feed for downstream reasoning.

AI Chart Forecast: Dual-model ML price forecast combining Google TimesFM and Kronos (12B+ K-lines from 45 exchanges) on full OHLC chart data. Returns multi-horizon drift %, direction (bullish/bearish/neutral), Kronos quantile bands (q10/q50/q90), CONSENSUS/DIVERGENCE classifier between the two models, and Einstein structured confidence assessment with supporting/contradicting factors. Accepts EVM contracts or canonical symbols (BTC, ETH, ADA, BNB, DOT, ...). Fails loud if the forecast service is unavailable — no charge.

Whale Intelligence: Token-centric whale accumulation view with net capital flows and smart money tracking.

Smart Money Analysis: Analyze top trader wallets with flow analysis and performance metrics.

Top Gainers Analysis: Top gainers/losers analysis with volume, price change %, and market insights.

Market Movers: Detect significant price action and momentum signals across DEXes.

Token Security Scanner: Rug pull detection and security analysis with risk scoring.

MEV Detection: Sandwich attacks, front-running, and toxic flow analysis.

EVM Mempool Watch: Live mempool subscription for a short window (30–120s). Returns pending-tx insights: top priority-fee transactions (frontrun candidates), repeat-sender bot detection, gas-priority distribution. Supports Ethereum, Base, Arbitrum, Optimism, Polygon, BSC. Optional address filter restricts to tx targeting a specific router or token contract.

Holder Concentration: Token holder distribution analysis with concentration risk metrics.

Token Sniping Analysis: Early buyers analysis with bot detection and entry timing.

Arbitrage Scanner: Cross-chain and cross-DEX price discrepancies for arbitrage opportunities.

Wallet Portfolio Analysis: Complete wallet portfolio breakdown with holdings and performance.

Pump.fun Launches: Fresh token launches on Pump.fun with bonding curve progress (Solana only).

Zora Launchpad: Zora Launchpad token launches and volume analysis (Base only).

Technical Analysis: RSI, MACD, Bollinger Bands, EMA crossover, VWAP, ATR, Volume Spike, and Stochastic RSI analysis for any token.

Wallet Trust Score: Score wallets by historical accuracy, profitability, consistency, and behavior. Identifies whales, smart money, KOLs, and bots.

Copy Trading Leaderboard: Top wallets worth copying with performance data, win rates, and P&L metrics.

Bitcoin Mempool & Fee Intelligence: Real-time Bitcoin mempool analytics, fee estimation, and transaction tracking. Includes congestion level, recommended fee tiers, and confirmation ETA.

BRC-20 Token Analytics: BRC-20 token overview, mint progress, holder distribution, and individual token details via UniSat API.

Runes Protocol Analytics: Runes protocol overview, mint progress, holder distribution, and individual rune details. Includes mintable status and etching data.

Bitcoin Bridge Comparison: Compare Bitcoin bridges by volume, track wrapped BTC peg deviations (wBTC, cbBTC, tBTC), and view THORChain BTC pool stats.

Babylon Bitcoin Staking Analytics: Babylon staking analytics including global TVL stats, finality provider leaderboards, staker delegation positions, and individual delegation tracking.

Quantum Address Resistance Scanner: Deep analysis of any Bitcoin or Ethereum wallet address for quantum resistance. Detects address type (P2PKH, P2SH, P2WPKH, P2TR, EOA, Contract), assesses vulnerability to Shor's and Grover's algorithms, and provides expert PQC migration advice.

PQC Crypto Readiness Assessment: Comprehensive ecosystem-wide quantum readiness report covering chain PQC status, NIST algorithm comparison (Dilithium, FALCON, SPHINCS+), quantum threat timeline, and optional portfolio exposure analysis.

Hardware-Verified Quantum Random Number Generator: Generate cryptographically secure random numbers on real IBM quantum hardware (127-qubit superconducting processor). Each result includes IBM job ID as proof of quantum origin.

CRQC Proximity Benchmark: Run standardized benchmark circuits on real IBM quantum hardware to measure current error rates and estimate how far we are from Cryptographically Relevant Quantum Computers (CRQC) that could break ECDSA.

Quantum Wallet Generation: Generate BIP-39 mnemonic seed phrases from real ANU quantum entropy (vacuum fluctuation measurements). Returns 12 or 24-word mnemonics with derived addresses for EVM, Solana, and Bitcoin.

Quantum Encryption Key Generator: Generate AES-256 encryption keys from real ANU quantum entropy. Returns 256-bit key in hex and base64 formats.

Quantum Signing Key Generator: Generate Ed25519 or secp256k1 signing keypairs from real ANU quantum entropy. Returns private key and public key pair.

Bitcoin Network & Mining Analytics: Mining pool distribution, hashrate trends, difficulty adjustment tracking, block analytics, and Bitcoin address lookup.

Quantum Portfolio Risk Monitor: Scan multiple wallet addresses across chains for quantum vulnerability. Aggregates risk scores, identifies value at risk, and provides portfolio-level quantum threat assessment with risk distribution.

PQC Migration Planner: Generate a prioritized post-quantum migration plan for wallet addresses. Ranks by exposure (risk × balance), provides step-by-step migration instructions with destination recommendations and gas cost estimates.

Flashloan Opportunity Scanner: Real-time scanner for MEV, liquidation, DEX arbitrage, and cross-chain flashloan opportunities with profit estimation.

Einstein AI Meta-Strategy: AI-driven autonomous meta-strategy that decides what to trade across all asset classes (crypto swaps, Hyperliquid perps/stocks, Polymarket prediction markets, DeFi yield) on each execution cycle.

Hyperliquid Smart Money Intelligence: Access top trader leaderboard, whale positions, and smart money consensus signals from Hyperliquid. Shows what the best traders are collectively bullish or bearish on.

Smart Contract Security Audit: Comprehensive smart contract vulnerability scanning across 30+ patterns with AI-powered reports and remediation suggestions.

Trading Strategy Backtest: Historical backtesting simulations with Sharpe ratio, max drawdown, win rate, and P&L metrics.

MEV Protection Transaction Routing: Analyze transactions for MEV vulnerability and recommend private mempool routing strategies.

Copy Trading Intelligence: Analyze top-performing wallets for copy trading signals with risk-adjusted position sizing.

DeFi Yield Opportunity Finder: Scan DeFi protocols for highest risk-adjusted yield opportunities with gas cost analysis.

Pendle Yield Tokenization Analysis: Analyze Pendle yield markets, compare fixed vs variable yields, find best PT/YT opportunities across chains, and view yield term structures.

DeFi Liquidation Monitor: Monitor Aave/Compound positions approaching liquidation with health factors and bonus estimates.

Cross-Chain Arbitrage Scanner: Detect price discrepancies across chains and DEXes with net profit calculations after bridge fees.

Polymarket Market Discovery: Search and discover active prediction markets on Polymarket with AI-powered semantic search, order book data, and analytics.

Polymarket Insider Detection: Scan Polymarket for insider trading signals using 18 detection heuristics including wallet clustering, Sybil detection, and on-chain whale transfer analysis.

Polymarket Cross-Platform Arbitrage: Find price discrepancies between Polymarket and Kalshi prediction markets for arbitrage opportunities with confidence scoring.

Polymarket Spread & Market Making: Analyze bid-ask spreads, completeness arbitrage (YES+NO < $1), and market making opportunities with real CLOB order book data.

Polymarket High Conviction Scanner: Identify high-conviction betting opportunities by analyzing model-price divergence, cross-platform comparisons, and order flow signals.

Polymarket Longshot Fader (Nothing-Ever-Happens): Scan Polymarket for NO-position opportunities where dramatic events (geopolitical crisis, AI risk, political disaster, macro collapse) are statistically overpriced due to availability bias and the longshot effect. Returns calibration-adjusted edge estimates across categories.

Yield Opportunity Discovery: Find the best DeFi yield opportunities across 20+ vault protocols (Aave, Morpho, Ethena, EtherFi, Euler, Pendle, Maple) on 60+ chains via LI.FI Earn. Returns a ranked list with APY, TVL, risk tier, and vault address. Falls back to direct protocol data when LI.FI is unavailable.

Yield Vault Deposit: Deposit tokens into an optimal DeFi yield vault via LI.FI Earn. Handles swap + bridge + deposit atomically across 60+ chains in a single transaction. Falls back to direct Aave V3 / Pendle adapters when LI.FI is unavailable. Returns signed transaction plan + approval data.

Stablecoin Yield Rebalance: Analyze current stablecoin / ETH yield positions and recommend moving to the highest-APY vault when the improvement exceeds a threshold. Uses LI.FI Earn for opportunity discovery across chains.

MindYield Submission Judge (AI moderation): Score a MindYield contest submission for quality, originality, and contest-relevance. Returns score (0-10), rationale, and an approve/reject/flag recommendation. Designed for AI_JUDGED meme, RATE, RANK, and PAIRWISE contests on the MindYield no-loss platform.

MindYield Contest Integrity Deep-Scan: Off-chain integrity layer over MindYield contests. Combines LLM content analysis with whale / sybil signals to flag AI-generated submissions, sybil clusters, and vote-buying patterns. Returns an integrity score and a finalize / delay / cancel recommendation. Augments MindYield’s on-chain fraud engine.

MindYield Yield Prediction Markets: List active MindYield yield prediction markets (ProbabilityVaultV2). Returns each vault with TVL, YES/NO ratio (live implied probability), time-to-resolution, and the underlying Polymarket conditionId. No-loss: only the generated yield is at stake; principal is always returned. Note: yield prediction markets are the canonical product — Mirror Contests are deprecated and not listed.

MindYield Platform Stats: Read-only platform stats from MindYield: TVL, total yield distributed, active product counts. Free.

MindYield Auto-Yield Vault Deposit Plan: Build an unsigned tx plan to deposit USDC into MindYield AutoYieldVault on Base. ERC4626 vault, auto-rebalanced across Aave V3 / Compound V3 / Morpho via Chainlink Automation. 2% fee on yield only — no fee on principal. Caller signs and broadcasts.

Einstein Agent Context Snapshot: Returns Einstein's full synthesised market view: BTC cycle phase (post-halvening / expansion / distribution / bear) with days-since-halvening, multi-factor regime classification (bull/bear/ranging/volatile + features), macro feature vector (Fed stance, VIX, yield curve, ETF flows, risk-appetite), news classification (geopolitical risk + AI release signal), and per-category strategy rotator verdicts. The most complete 'what does Einstein think about the market right now' payload; ideal for grounding other agents' decisions in a coherent structured view of crypto + macro.

BTC Multi-Factor Regime Classification: Returns the multi-factor BTC regime label (bull/bear/ranging/volatile) plus the continuous feature vector that produced it: 200-SMA trend, realized volatility percentile, drawdown from 90d high, BTC-SPX 30d Pearson correlation, BTC-NDX 30d Pearson correlation, funding-rate breadth, composite risk-on score. Replaces 1D funding-only regime models with a real macro-aware classifier. Ideal for any agent that needs to bias trading decisions by regime.

Strategy Rotator Verdicts: Returns Einstein's per-category active/cautious/disabled rotator verdicts for the current regime, derived from realized (category × regime) Kelly-multiplier history. Categories include leverage, spot, dca, snipe, arbitrage, prediction, yield, grid, liquidation. Lets a downstream agent skip categories that have catastrophic edge in this regime without re-implementing the attribution analysis.

Walk-Forward Backtest as a Service: Run a candle-replay backtest with walk-forward cross-validation against any of Einstein's 4 production-grade strategy adapters (sma-crossover, rsi-mean-reversion, momentum-breakout, buy-and-hold). Returns Sortino, max-drawdown, total return, profit-factor and per-fold breakdown so the caller can vet a strategy on real out-of-sample data before risking capital. Caller specifies adapter id + symbol + timeframe + fold config; results come back in seconds.

Walk-Forward Parameter Optimization: Run grid + random + Bayesian-lite parameter search on any registered strategy adapter, gated by walk-forward cross-validation so the returned params haven't overfit. Caller supplies adapter id + parameter search space + symbol/timeframe; service returns the best out-of-sample Sortino params, stability score (0..1, drift across folds), and worst-fold drawdown. Backed by Einstein's StrategyParamAdvisor's same validation gates (≥0.7 stability, ≥0.8 OOS Sortino, ≥16 trials). Trustworthy enough to plug back into a production trading loop.

Walk-Forward Validated Strategy Allocation: Returns Einstein's recommended numeric parameter overrides for live strategies, gated by recent walk-forward validation. For each strategy with a passing snapshot (≤7d age, ≥0.7 stability, ≥0.8 OOS Sortino, ≥16 trials), returns the best-performing parameter set + Sortino lift vs live + stability score + worst-fold drawdown. Closes the ReasoningBank loop for any agent that wants to run Einstein-validated strategies but doesn't want to operate the optimizer themselves.

Portfolio Risk Allocation Matrix: Per-category recommended allocation fractions with cross-strategy correlation, Kelly multiplier, and portfolio-wide drawdown adjustments applied. Each verdict includes: base category cap, current usage, Kelly multiplier, correlation penalty, drawdown dampener, and final recommended fraction with rationale. Also exposes the portfolio-wide drawdown circuit-breaker state. Lets a downstream agent query Einstein's risk allocator before sizing a trade — the same allocator Einstein's own executors use.