An autonomous anime quant research office — chibi researchers hunt for alpha behind deflated-Sharpe gates while you rule the desk as the BOSS. Doubles as a live desktop wallpaper.

The verification layer for the agent economy: an agent-callable primitive (MCP) that checks a number before it's asserted — evals, leaderboards, and backtests (Deflated Sharpe) — returns a signed receipt, and meters itself via prepaid credits + x402.

A trust-first check for cross-sectional trading signals: does your edge survive the truth? Calibrates itself on known-truth controls, then runs Deflated Sharpe, permutation, and IC-vs-P&L diagnostics.

Backtest-integrity auditor — is your edge real or overfit? Deflated Sharpe, PBO, cost break-even, one Robustness Score. Experiment tracker with hash-chained ledger + live drift monitor. MCP-native, 396 tests.

Every trading strategy & indicator — tested, with a verdict on what actually works. Anti-overfitting validated. Companion: raphael2025/deflate, raphael2025/experiment-encyclopedia.

LLM-driven quantitative research framework for MOEX markets with rigorous statistical validation (Deflated Sharpe, CPCV, PBO)

Offline-first news-sentiment alpha with overfitting-aware backtesting: Deflated Sharpe Ratio, purged walk-forward CV, transaction costs, event studies.

Adversarial statistical validation of trading track records — Deflated Sharpe, five-tier cost stress, selection-bias screens. Verdict: REAL / FRAGILE / THIN / OVERFIT.

Is your backtest overfit? deflate runs the anti-overfitting gauntlet — Deflated Sharpe, PBO, placebo, bootstrap, walk-forward — and gives you a verdict. Powers every entry in raphael2025/trading-strategy-encyclopedia.

코스피·코스닥 알파 리서치 — 개별 트레이드 분포·walk-forward·랜덤 음성대조를 강제하는 검증 가드레일과 정직한 부정 결과 (Honest quant alpha research with enforced backtesting guardrails)

~40 alpha methods across 3 waves under deflated-Sharpe + cross-engine adversarial verification — most killed (formula alphas proven non-stationary), one honest structural edge kept: settlement-locked basis cash-and-carry. Mutation-tested governance gate.