Giving LLM agents a Bloomberg terminal, piece by piece
A modular kit of plug-and-play skills that arms LLM agents with real-time financial news, market data, and sentiment analysis.

What it does
Awesome-finance-skills packages financial analysis capabilities into discrete agent “skills” — standardized folders containing SKILL.md files that drop into frameworks like OpenCode, Claude Code, or Antigravity. Instead of writing bespoke data pipelines, you get pre-wired modules for news aggregation, stock prices, sentiment scoring, and time-series forecasting that the agent can invoke directly.
The interesting bit The project treats financial analysis as an interoperability problem rather than a modeling one. By packaging everything from Polymarket odds to A-share fundamentals as uniform skill plugins — including a logic visualizer that spits out Draw.io XML — it effectively tries to build an npm-like registry for domain-specific agent capabilities.
Key highlights
- Eight skills covering news, stocks, sentiment, prediction, signal tracking, logic visualization, reporting, and search.
- News skill aggregates 10+ sources including Cailian, WSJ, Weibo, and Polymarket.
- Predictor uses a Kronos time-series model that adjusts forecasts based on news sentiment.
- Logic visualizer auto-generates transmission chain diagrams as Draw.io XML.
- Supports multiple agent frameworks via standardized
SKILL.mdfolders.
Verdict Worth a look if you are assembling a financial analysis agent and would rather not spend your weekend maintaining scrapers. Skip it if you need a complete, end-to-end trading system — this is middleware, not a terminal.
Frequently asked
- What is RKiding/Awesome-finance-skills?
- A modular kit of plug-and-play skills that arms LLM agents with real-time financial news, market data, and sentiment analysis.
- Is Awesome-finance-skills open source?
- Yes — RKiding/Awesome-finance-skills is open source, released under the Apache-2.0 license.
- What language is Awesome-finance-skills written in?
- RKiding/Awesome-finance-skills is primarily written in Python.
- How popular is Awesome-finance-skills?
- RKiding/Awesome-finance-skills has 2.7k stars on GitHub.
- Where can I find Awesome-finance-skills?
- RKiding/Awesome-finance-skills is on GitHub at https://github.com/RKiding/Awesome-finance-skills.