Academic text polisher and humanizer for Chinese and English research writing. Removes AI-like patterns while preserving factual accuracy. Use when polishing academic text, reducing AI-generated patterns in papers/theses, improving naturalness of research writing while maintaining data integrity, or enhancing scholarly tone without fabricating facts. Supports both Chinese (中文) and English academic texts with configurable tone, field-specific terminology, and strict factuality controls.
Use when an agent has produced a task version, implementation, document, plan, research result, or other deliverable that must be independently accepted, rejected, scored, or sent back for iteration.
Use when the user asks to learn, understand, explain, introduce, or thoroughly understand a concept; says they do not understand; reads or interprets papers; wants to use a method in a paper, project, or experiment; needs prerequisites, learning order, learner-level adaptation, Chinese-first external learning resources, staged resource packs, Wikipedia/Baidu Baike concept baselines, document-anchored teaching, or a learning path for a goal; organizes AI answers or rough notes into knowledge-base prose; or explores research implications.
Research and write Chinese knowledge-base documents for technical, scientific, academic, product, or conceptual topics. Use when the user wants a readable beginner-to-intermediate learning article, encyclopedia-style reference, tutorial-style concept document, Feishu knowledge-base draft, or a rewrite of AI-like fragmented notes into a complete reliable document with sources, diagrams, formulas, examples, and visual planning.
当用户要求"周总结""本周总结""上周总结""整理周报"等任务时使用。本技能从飞书云空间扫描每日 docx 文档，参考既有周报风格，生成新的周总结并写回飞书 weekly 文件夹。
Codex-native Academic Research Skills suite for deep research, academic paper writing, manuscript review, full research-to-paper pipelines, and experiment planning or validation. Use when the user asks for deep research, literature review, systematic review, meta-analysis, research question refinement, academic paper drafting, paper revision, citation or integrity checks, reviewer simulation, peer review, editorial decision letters, research-to-paper workflows, experiment execution planning, statistical interpretation, or human study protocol support. Also use for Claude-style ARS command aliases such as /ars-plan, ars-plan, /ars-outline, /ars-abstract, /ars-lit-review, /ars-citation-check, /ars-disclosure, /ars-format-convert, /ars-revision-coach, /ars-revision, /ars-reviewer, /ars-mark-read, /ars-unmark-read, and /ars-full. This skill vendors ARS role prompts, references, templates, and shared handoff schemas under ars/.
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
当用户要求"写日报""今日总结""生成日报""daily summary""今天做了什么"等任务时使用。 从飞书新建/有改动的文档、嘀嗒清单、GitHub、Claude Code、Codex、OpenCode、Craft Agent 等多数据源自动收集当天工作内容， 交叉验证后生成简洁日报，写入飞书云空间 note2026/daily 文件夹。 本技能也适用于回顾任意指定日期的总结（如"帮我补一下上周三的日报"）。