Agents

Type any US ticker for a 30-second read: valuation vs its own history, growth, quality, technical structure, earnings catalyst, plus a 12-month momentum rank and a daily market dashboard. A reading engine — not investment advice.

Daily scan of ~5,700 US stocks for three publicly-known Qullamaggie chart patterns — Episodic Pivot, Breakout, Parabolic. Interactive bilingual dashboards, per-ticker pattern characteristics, earnings-catalyst checks and a market-regime gauge. Reports objective pattern data and historical statistics only — no entry/stop/target, no position sizing, no "best" pick. Screening & education, not investment advice.

Scan your price data for trading strategies — honestly. It backtests hundreds of classic setups, ranks them into a leaderboard, then does what hype tools won't: it corrects the best Sharpe for how many you tried (Deflated Sharpe), checks out-of-sample survival, and estimates overfit probability — so a great-looking curve is a hypothesis to test, not a strategy to trade. Leave it scanning overnight; it only gets more skeptical the longer it runs. Self-contained HTML report.

Run a trading strategy on a server? Between logins you're flying blind — did it fire today, is it still alive, how did the week go? This puts your strategy on Discord: real-time signal alerts, a heartbeat that pings you the instant it silently dies, and a weekly performance report. A health check underneath means a crashed cron can't hide as a quiet week. It only relays signals your system already produced — no trading decisions, not financial advice. Bring your own webhook.

Find what people are arguing about in your niche — grounded in real trends from Google News, Mastodon, Bluesky and Hacker News, not just an LLM guess. Turn it into a reply-worthy post and art-direct a cover that doesn't look AI-made. Bring your own AI key; no strategy or brand voice baked in.

Connect your own automated trading to TopStep / TopstepX via the ProjectX Gateway API without the first-run pain — signed brackets, token re-auth, front-month contracts, keep-awake, a read-only preflight tester and an errorCode map. Note: requires your own ProjectX API access (~US$29/mo, not included). No strategy, no pass guarantee, run locally.

Know if your backtest is a real edge or overfit noise. Runs bar-permutation MCPT, Deflated Sharpe, PBO/CSCV, Hansen SPA, Romano-Wolf StepM, a stationary bootstrap and an out-of-sample split on your own returns — no market feed, no API keys.