RealAnalyst

About RealAnalyst

RealAnalyst linux.do — Linux & Open Source Community Metadata-first 分析执行系统。用 Metadata 管业务含义，用 Registry 管数据源可执行能力，用 Job 记录单次分析证据链——让 LLM 在可控边界内完成从问题到报告，并把口径缺口反哺回长期资产。核心能力由 skills 驱动，可被 CLI、MCP、企业 agent workflow 或 BI workflow 复用。三个 Core 核心边界：Metadata 管“含义”，Registry 管“能不能取”，Job 管“这次实际用了什么”。LLM 负责组织、推断、解释和编排；事实状态由三核承接，不由聊天记忆承接。用户入口普通用户先记 3 个：常见补充入口：流程内 skill（、、、）通常由编排，不需要手动调用。首次成功路径注册字段、指标、术语、筛选器和业务口径

Quick Facts

Stars	20
Forks	5
Language	Python
Category	Codex Skill
License	MIT
Quality Score	59.1050041054535/100
Open Issues	2
Last Updated	2026-07-02
Created	2026-04-28
Platforms	codex, python
Est. Tokens	~15k

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Frequently Asked Questions

What is RealAnalyst?

RealAnalyst is Metadata-first autonomous data analysis skill suite for Codex.. It is categorized as a Codex Skill with 20 GitHub stars.

What programming language is RealAnalyst written in?

RealAnalyst is primarily written in Python.

How do I install or use RealAnalyst?

You can find installation instructions and usage details in the RealAnalyst GitHub repository at github.com/dabaige53/RealAnalyst. The project has 20 stars and 5 forks, indicating an active community.

What license does RealAnalyst use?

RealAnalyst is released under the MIT license, making it free to use and modify according to the license terms.

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