Mirrors the xsfunding paper-track pattern for the validated token-unlock dilution-short edge: - adapters/data/unlock_calendar_live.UnlockCalendarLive: cached unlock calendar (DefiLlama emissions + CoinGecko id->ticker, weekly refresh — NOT on the nightly hot path) + live Binance perp prices/funding/qvol. snapshot(prev_names, asof) -> window names + prices for prior-book names + BTC. HTTP injectable (tests use fakes, no live network). - application/unlock_short_strategy.UnlockShortForward: ForwardStrategy advance() — books the prior book's realized market-neutral return (short in-window cliff names + long BTC, squeeze-stopped, shock+liquidity filtered, equal-weight capped gross 1), carries new book. - Wired: unlock_nav asset + job + Definitions + cockpit_forward dep; registry 'unlock' entry (gate min_days=60, Sharpe>=0.5). 13 assets now. Tests: first-run freeze then forward booking + market-neutral P&L + shock filter (fakes). Full suite 511 passed. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
fxhnt
Agentic strategy-research & multi-strategy execution platform. It systematically discovers, backtests and out-of-sample-validates trading strategies across many markets, keeps only what survives a rigorous statistical gauntlet, and runs the survivors live (multiple strategies at once).
The bet is not a secret edge — it's breadth + discipline + automation. The hard part (and the moat) is refusing to fool yourself at scale; the validation gauntlet is the core, built and proven first.
Architecture (hexagonal / ports-and-adapters)
src/fxhnt/
domain/ pure logic: gauntlet (Deflated Sharpe), strategies, backtest, models ← no I/O
ports/ contracts: DataProvider, repositories (the only seams)
adapters/ infra: yahoo data, SQLAlchemy (Postgres/SQLite) + DuckDB stores
application/ use-case services (ResearchService) — orchestrate via ports
cli.py composition root (wires concrete adapters)
See docs/architecture/0001-architecture.md.
Quickstart
pip install -e ".[dev]"
pytest # unit (gauntlet falsification) + integration (vertical slice)
fxhnt strategies # list strategy kinds
fxhnt research SPY --kind trend --window 200 # data → backtest → gauntlet → persist
fxhnt list --passed-only # the survivor library
Config via FXHNT_* env vars (e.g. FXHNT_OPERATIONAL_DSN=postgresql+psycopg://...). Defaults to
SQLite + a local DuckDB file under ~/.fxhnt/.
Status
Vertical slice working: data (Yahoo) → strategy (trend) → backtest (net of costs) → IS/OOS gauntlet → persistence (operational + analytical). Next: the multi-strategy execution layer, more strategy templates + data adapters, and the agentic discovery search on top of the proven gauntlet.