YauLab 是 FairLab Pro 面向丘成桐中学科学奖的产品线。拥有5年以上参赛经验的Tian2将往年的获奖作品深度解析，个人辅导经验，以及极高科研标准打造成智能体技能包和完整的工作流，把论文问题、材料缺项、整改时间表逐项查出来，一直到答辩准备。YauLab is the FairLab Pro edition for the S.-T. Yau High School Science Award. Tian2, with over five years of competition experience, has turned deep analysis of past winning papers, one-on-one coaching experience and a demanding research standard into an agent skill pack and a complete workflow: it finds the paper issues, the material gaps and the action plan item by item, all the way to defense preparation.
产品包括：The lineup:
免费版（基础诊断：解决一个具体问题：指定片段的清晰度、结构与可见证据缺口）
提交预检版（材料级诊断：一版完整材料的风险与一致性核对）
学生赛季版（深入诊断：方法与证据链审阅、整改追踪，一直到答辩准备）
机构学校版（赛季能力的多项目扩展，每份报告含人工复核）Free (basic diagnosis: one focused question — clarity, structure and visible evidence gaps of a selected passage)
Preflight (submission-level diagnosis: risks and consistency across one full version)
Student Season (deep diagnosis: method and evidence-chain review, revision tracking, through defense prep)
School & Institution (a multi-project extension of Season depth, human review on every report)
免费版做基础诊断，范围是克制的：规则问答、指定片段的清晰度／结构／证据缺口诊断、AI 披露自查、入门答辩练习，都在公开插件 yau-free@tian2-skills 里；选题、学科定位、写作指引、答辩教练等教育技能在 yau@tian2-skills。免费版不含完整材料审计，也不产出三份交付清单，那是付费档位的工作。The free tier does basic diagnosis with a deliberately restrained scope: rule Q&A, clarity/structure/evidence-gap diagnosis of a selected passage, AI-disclosure self-checks and introductory defense practice, in the public plugin yau-free@tian2-skills; educational skills (topic finding, subject navigation, writing guidance, defense coaching) live in yau@tian2-skills. Free does not include a full-material audit and does not produce the three deliverable checklists — that is what the paid tiers do.
丘成桐奖的入口：tian-2.com/yau（教育站，包含大量比赛相关资料）Yau Award entry point: tian-2.com/yau (education site, with extensive competition resources)
免费部分获取： github.com/tian2-ai/tian2-skills（公开源码，MIT）Get the free part: github.com/tian2-ai/tian2-skills (public source, MIT)
免费版适合自驱力强、材料本来就相对规范、愿意照着清单认真查的学生。The free tier fits self-driven students whose materials are already fairly tidy and who will work through the checklists carefully.
这一部分，好比请一位熟悉丘奖的老师，把你那一叠材料从头到尾过一遍，查完写成清单交回来。This part is like asking a teacher who knows this competition to go through your stack of materials from first page to last, and hand back what they found as checklists.
免费版的价值，是把范围内的问题讲清楚；更强的模型不会改变所选档位的工作范围。Free explains in-scope problems well; a stronger model does not change the tier's scope.
2026 赛季提交已于 9 月 15 日截止，组委会审核进行中。提交预检版现面向 2027 赛季；已提交的项目，公示后只剩答辩这一关，请看答辩冲刺。The 2026 submission window closed on September 15; committee review is underway. Preflight now serves the 2027 season; for submitted projects, the defense is the one gate left after the shortlist — see the Defense Sprint.
| 能力与边界Capability and scope | 免费版 · 基础诊断Free · Basic | 提交预检 · 材料级诊断Preflight · Submission | 学生赛季 · 深入诊断Season · Deep |
|---|---|---|---|
| 价格Price | 免费Free | ¥499 / 单次¥499 / delivery | ¥2,499 / 赛季¥2,499 / season |
| 基础诊断Basic diagnosis | 指定片段：清晰性、结构、明显证据缺口Selected passage: clarity, structure, visible evidence gaps | 包含Included | 包含Included |
| 完整提交材料核对Submission-wide checks | 不含；可做具体问题自查Not included; focused self-checks available | 一版材料：章节、附件、数字与披露一致性One version: chapters, attachments, figures and disclosure | 同项目多轮复核Repeated review of the same project |
| 方法与证据链深度Method and evidence depth | 基础解释，不做完整审计Basic explanation, not a full audit | 指出可见风险，不做完整设计或复现审计Flag visible risks; no full design or reproducibility audit | 按实际输入检查假设、对照、稳健性及复现链Review assumptions, controls, robustness and reproducibility against supplied evidence |
| 历届案例与原创作品解读Historical cases and original interpretations | 不含专有案例库No proprietary case library | 不含独立检索；可用获准方法卡解释问题No standalone retrieval; approved method cards may explain findings | 仅限获准内容；受限档案当前不可用Authorized content only; restricted archives currently unavailable |
| 学生自拟方向比较Student-originated direction comparison | 不含项目化选题比较No project-specific topic comparison | 不含Not included | 获准资料内分析差异与可行性；不代选题Compare differences and feasibility within authorized sources; no topic authorship |
| 版本与整改追踪Revision and issue tracking | 本次问题反馈Current-question feedback | 一版报告封存One sealed report | 同项目台账、版本差异、整改复核Same-project ledger, version differences and remediation checks |
| 答辩练习Defense practice | 通用问题与基础反馈General questions and basic feedback | 不含正式答辩训练No formal defense training | 结合论文自适应追问与复练Paper-specific adaptive questions and repeat practice |
| 中英文与诚信底线Language and integrity | 随 prompt 中英输出；已发现严重风险完整告知Prompt-language reports; disclose all discovered severe risks | 相同底线Same standard | 相同底线Same standard |
| 人工复核Human review | 不承诺Not included | 可加购；以实际记录为准Optional add-on, evidenced by actual records | 可加购；不冒充田博士本人Optional add-on; no impersonation of Dr. Tian |
机构学校版是赛季能力的多项目扩展：每位学生包含学生赛季版全部内容，名册协调与每份报告人工复核，¥29,800–69,800 / 年。School & Institution is a multi-project extension of Season depth: every student gets the full Student Season tier, plus roster coordination and human review on every report, ¥29,800–69,800 / year.
✓ 是我们来完成；✓ = we do it;
「自己跑」是工具免费给你、自己动手；“self-run” = free tools, your hands;
「加购」可选。add-on = optional.
档位徽章（py1.0 / sy1.0 / dy1.0 / AY1.0）为产品版本号。Tier badges (py1.0 / sy1.0 / dy1.0 / AY1.0) are product version numbers.
查看脱敏样本报告：论文审计摘录（M1） · 提交预检报告（M2） · 协调人视图（学校版）（各附 PDF / PDF / PDF）。个人导师服务违反丘成桐奖比赛要求，因此我们不提供。View redacted samples: paper audit excerpt (M1) · preflight report (M2) · coordinator view (School) (PDFs: M1 / M2 / School). A personal-coach service would violate the Yau Award’s rules, so we do not offer one.
首先，本技能包严格按照丘成桐中学生科学奖的参赛标准设计，不会违反任何AI使用部分。First: this skill pack is built strictly to the Yau Award’s entry standards and does not violate any of its AI-use provisions.
如果你对AI的使用比较清楚，同时论文已经写得比较完整，封面、致谢页、查重报告、诚信声明也基本备齐，只担心提交前漏了关键问题，请选择免费版本，并感谢提出审核本产品的建议。If you’re already clear on AI use, the paper is largely complete, and the cover page, acknowledgements, plagiarism report and integrity statement are mostly ready — with your only worry being a missed critical issue before submission — choose the free version, and thank you for any review suggestions you send back.
如果你对智能体部署不熟悉，但是需要在提交前一次性把论文问题、材料缺项、整改顺序查清楚，请选提交预检。Not familiar with deploying agents, but need one pass before submission that pins down the paper issues, the material gaps and the fix order? Choose the Preflight.
如果项目刚开始需要提供参赛辅助，项目还要走完整个赛季，希望从选题到答辩每个关口都有记录、数据和代码有人复查、赛前能把答辩练起来：看学生赛季版。Just starting the project and needing support through the whole season — every gate from topic to defense on record, data and code re-checked, defense practice before the competition? Look at the Student Season tier.
如果材料已经提交、公示在望，只剩答辩这一关，希望有人从评委视角把问题提前问一遍、把模拟练起来：看答辩冲刺（答辩季限时）。Materials already submitted, shortlist in sight, and the defense is the only gate left — wanting the judges’ questions asked ahead of time and real mock rounds? Look at the Defense Sprint (defense season only).
如果你是学校或者机构老师，手上管理者着几个项目，需要逐个检查、保证所有项目的正常交付，学生能够获得帮助：看机构学校版。A school or institution teacher managing several projects, needing each one checked and every delivery kept on track so every student gets help? Look at the School & Institution tier.
1.想找人代写，或者想买一个"获奖把握"的参赛者：1. Entrants looking for ghostwriting, or hoping to buy a “sure win”: the four red lines below are the answer.
2.想绕过材料要求本身的，我们帮不上：诚信声明的盖章、查重报告和终稿是同一文件、致谢页里的 AI 披露，这些是官方要求。2. If what you want is to route around the material requirements themselves — the stamped integrity statement, the plagiarism report matching the final file, the AI disclosure in the acknowledgements — we can’t help: these are official requirements.
3.完全抽不出时间参与的，要想清楚再来：报告会把每一项标成 pass / revise / blocked，可能取消资格的问题用 ★ 单独标出，但改，还是要学生、家长和老师自己动手。我们不会动手去对提交材料做任何修改。
3. Think twice if you can’t invest any time at all: reports mark each item pass / revise / blocked and star the disqualification-level issues, but the fixing still happens in the student’s, parents’ and teachers’ hands. We will not touch or edit your submission materials ourselves.
只需要模板、范例和清单的，免费部分自取，这一部分足够帮助提升项目质量。If all you need is templates, examples and checklists, the free part is there to take — and that alone is enough to raise the quality of a project.
我们一个字都不替你写。论文得是你自己的，这是比赛规则，也是我们的规矩；我们只指出问题、提出疑问、帮着核实、盯着进度。No ghostwritten research plans, abstracts, papers, or defense slides. Submissions must start from the student's own work; the product critiques, questions, verifies, and tracks.
我们没法、也没资格预测能不能获奖。往届获奖资料，只用来说明这个比赛历年是什么样。No award or advancement probabilities, win rates, or finalist guarantees. Historical award records are descriptive context only.
我们和比赛主办方没有任何关系，就是一个独立产品。写比赛的名字，只是为了说明我们在帮谁做事。YauLab is an independent Tian-2 product, not affiliated with, endorsed by, or sponsored by the S.-T. Yau High School Science Award or its organizers. The competition name describes the target workflow only.
我们不会拿“会被取消资格”这种话吓唬你。该注意的规则，免费页面里全都写着。We won’t use “you could be disqualified” to scare you. Every rule worth worrying about is spelled out on the free pages.
“如组委会有理由相信参赛学生曾受培训机构或任何谋利机构的指导完成研究报告, 组委会保留权利取消该生的参赛资格和获奖的名次。”--丘成桐比赛官网“If the committee has reason to believe an entrant completed the research report under the direction of a training institution or any for-profit organization, the committee reserves the right to revoke the entrant’s eligibility and any award placement.” — Yau Awards official site
本产品的所有收费均基于AI模型的Token使用开销制定，旨在帮助参赛学生提升作品质量，避免参赛材料出现问题。All fees are set from the token cost of the AI models this product runs on; the goal is to help entrants raise the quality of their work and keep submission materials out of trouble.
Tian2工作室的盈利点在其他的项目。Tian2 Studio makes its profit on other projects.
海外银行卡支付（Stripe）：International card payment (Stripe): 提交预检版 $79Preflight $79 · 学生赛季版 $349Student Season $349 · 答辩冲刺 $219Defense Sprint $219。机构学校版按确认单开票。; School & Institution is invoiced per the confirmed quote.
不想写邮件的话，填几项基本信息就行，我们会主动联系你。No email needed — a few basics and we’ll reach out to you.