Agent
An independent audit agent that checks a project's specification, code, or results. It reads the files directly, recalculates outcomes, and does not rely on the person or system being audited to describe its own work.
Agent
A coding agent that implements a planned strategy in separate slices and records where each part was added in a tracking matrix.
Agent
An iteration-diagnosis agent that reads the full history of previous rounds, identifies causes of missed targets, and gives the coding agent narrowly limited change instructions. All output is in Chinese.
Agent
An agent that faithfully extracts what a research report says and produces a three-part specification with page references. It does not design or reproduce the report’s methods.
Agent
An agent that evaluates how a strategy performs on data from after the period covered by a research report’s backtest. An out-of-sample test checks whether an observed effect continues on data not used in the original test.
Agent
A read-only planning agent that works from a specification, maps data, divides work into milestones, and records assumptions and decisions. It does not read PDF files.
Agent
An agent that combines the outputs of a quantitative analysis pipeline into a final report in Chinese. It only summarizes existing results and does not recalculate metrics or add conclusions.
Agent
A verification agent for quantitative code that runs the program itself, checks its output, and creates charts and supporting evidence. It can also run tests with changed inputs when triggered.