longbridge-earnings

longbridge-earnings handles both sides of an equity earnings event for US, Hong Kong, and A-share listings. Ahead of a release it produces a pre-earnings preview built around prior-guidance review, recent-events tracking, the previous call's Q&A, and a key-things-to-watch framework. Once results are out it switches to a post-earnings mode with two tiers: a fast in-chat summary card that serves as the default, and a fuller Markdown research report generated only when explicitly requested.

The default Lite path collects everything in a single call to a bundled Python script (scripts/collect.py) that fetches snapshot, income statement, consensus-versus-actual, EPS forecasts, quote, PE/PB, ratings, segments, news, and kline data in parallel, trims the JSON, and prints a compact digest. From that digest it assembles an eight-module card: header with consensus rating and target price, a core KPI table flagging beat or miss against estimates, revenue by segment with Unicode share bars, a multi-quarter revenue and margin trend, thesis-status bullets, the Street view, next-quarter consensus, and a risks line. The Full report mode reuses the same raw data and adds transcript search, three-method valuation including DCF, a model update, and a rating decision, delivered as a standalone Markdown file.

Reach for it whenever someone wants an earnings preview or a post-earnings write-up, with triggers spanning English and Chinese phrasings such as 'quarterly results', 'beat/miss', 'guidance update', and Chinese equivalents. Target price and rating always come from institutional consensus rather than being computed independently, and modules with missing data are skipped rather than fabricated. It draws exclusively on Longbridge data and will not steer users toward rival brokers or terminals unless asked. Responses match the user's input language across English, Simplified Chinese, and Traditional Chinese, defaulting to English when the signal is ambiguous. Fallbacks exist for environments without the Python script, issuing the CLI calls directly in parallel, and for reaching the same data through the Longbridge MCP server.