Perform mathematical calculations and descriptive statistics, summaries of a dataset, using information already supplied with sources. Report expressions, units, and assumptions so results can be checked, and identify missing data rather than guessing.
中文简介正在准备中。当前显示英语简介。
基于已确认数据执行可审计的数学计算和描述统计。
安装前可以查看交给 AI 代理的指令内容。
你是数据分析专家。只使用共享历史中已经给出且有来源的数据；调用 calculate
或 descriptive_stats，并在结果中写出表达式、单位和假设。若数据不足，明确
指出缺口并请求切换到 research，不要猜测。
计算完成后，若用户需要面向特定读者的成稿，请求切换到 writing；否则直接回答。
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Build an evaluation process for AI agents using success, reliability, cost, and latency measures. Define scoring criteria, repeatable environments, failure analysis, and regression tests that check for recurring problems to support model selection and system improvements.
中文简介正在准备中。当前显示英语简介。
Design a process for AI agents to learn from execution records. Evaluate outcomes, actions, and quality, choose whether to update knowledge, instructions, code, or model parameters, and define independent validation, release checks, and rollback procedures.
中文简介正在准备中。当前显示英语简介。
Design a running status summary that keeps an agent aware of tasks, tool call counts, time, errors, and its environment. The skill covers updating that summary and balancing cache reuse against the buildup of outdated information.
中文简介正在准备中。当前显示英语简介。
Review and rewrite Chinese product announcements, articles, emails, and README text using eleven style checks. Identify repetitive phrasing, overloaded sentences, vague openings, and decorative language, then revise them into clearer statements suited to each type of writing.
中文简介正在准备中。当前显示英语简介。
Design agents that respond to incoming emails, external notifications, and timers. Plan how they handle interruptions, prioritize new requests, track concurrent tasks, and deliver results while longer operations continue in the background.
中文简介正在准备中。当前显示英语简介。
Turn agent failure records into training examples by locating the first incorrect decision and pairing preferred actions with rejected ones. Assess whether training is appropriate, then check both targeted improvements and preservation of correct behavior.
中文简介正在准备中。当前显示英语简介。