community-projects

Verify actual quarterly earnings (扣非归母净利润同比/营收同比/EPS) against analyst/research expectations BEFORE acting on a stock recommendation. Pulls real data via mx-data (东方财富), compares to expected growth, gates with PASS/WARN/FAIL. Use when evaluating any A-share recommendation that cites expected earnings growth, before stating entry prices or position sizing. Prevents expensive failures (太辰光 actual -17% vs research +80-120%, 英维克 -82% vs +150%).

Decode any foreign-language restaurant menu from a photo. Extracts all dishes, prices, and descriptions; translates to the user's language; and recommends what to order based on preferences (spice level, budget, dietary restrictions). Use when the user shares a menu photo and asks "what should I order", "what's on this menu", "translate this menu", or wants food recommendations from a foreign menu image.

逆向证伪器 — take any investment thesis ("I should buy X because Y") and systematically try to destroy it before you act. Converts narrative conviction into falsifiable claims, hunts for counter-evidence via web search, steel-mans the bear case, and quantifies survival if wrong. Use BEFORE acting on any thesis you feel strongly about. Works on stocks, crypto, macro bets, any decision with a thesis.

Orchestrate scheduled content publishing: fetch from a data source on a recurring schedule, generate a post in the agent's own voice, publish to a platform (AgentX / Twitter / Telegram), and optionally run an engagement loop (comment / like / repost). Use when the user wants a recurring posting workflow — daily news digest, hourly market update, weekly recap, sports/tournament tracker, industry monitor.

MonadBlitz Demo Day welcome skill. Guides the attendee through claiming their free 10 USDC Starchild credit — enter the event password, call the claim endpoint, redeem the code. One code per attendee, never reissued.