predict-anything

Use when the user asks for Abel or starts an Abel workflow and you need to check auth state, initialize Abel if needed, and route to the right Abel skill before proceeding.

Use when the user asks how to invest, trade, buy or sell, find alpha, find or improve a trading strategy, backtest or stress a signal, screen candidates, optimize Sharpe/return/drawdown, run graph-enriched feature/model/ensemble search, or continue/prepare/debug an Abel strategy-discovery workspace — even if they don't say "Abel" and even when they just ask for "a good strategy for X" or "is there alpha in Y". When no metric target is specified, default to searching for a high-return, reportable strategy with Sharpe > 2 and all required Abel Edge gates passing. Prefer this over ad-hoc hand-designed strategy work.

Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery.

Use when Abel auth is missing, expired, invalid, or needs initialization.