ISEFLab 是 FairLab Pro 面向 Regeneron ISEF 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，把审批时序、表单缺项、题目重合、数据证据链逐项查出来，一直到答辩演练。ISEFLab is the FairLab Pro edition for the Regeneron ISEF workflow. Tian2, with over five years of competition experience, has turned deep analysis of past winning projects, one-on-one coaching experience and a demanding research standard into an agent skill pack and a complete workflow: it finds approval-timing issues, form gaps, topic overlap and evidence-chain problems item by item, all the way to interview practice.
产品包括：The lineup:
免费版（适合动手能力强，AI经验丰富的学生）
学生赛季版（陪跑单个项目一个赛季，从审批时序到答辩逐项检查）
机构学校版（针对拥有较多参赛项目的教练、工作室和学校，提供系统化的比赛支持）Free (for hands-on students already comfortable with AI)
Student (one project supported across a season, checked item by item from approval timing to the interview)
Institution (systematic competition support for coaches, studios and schools with many entries)
2026年9月的讲座与体验营课件，记录了我们从案例讲解走向研究训练的过程：看清问题与证据，练习追问，再决定下一步怎样验证。Our September 2026 talk and workshop materials record a move from explaining cases to practicing research judgment: examine questions and evidence, ask follow-ups, then decide what to test next.
看见科研的未来 · 交互讲座 ↗Interactive ISEF talk (Chinese) ↗
今天，你坐在评委席 · 体验营课件 ↗Take the reviewer’s seat · Workshop preview (Chinese) ↗
阅读 Blog 与产品记录 →Read our Blog →
以上为历史教学资料，保留原适用年份，不代表当前服务权益；课堂练习不等于官方评审或获奖预测。外部课件在新窗口打开。These historical teaching materials retain their original season and do not define current service entitlements. Classroom exercises are not official judging or award predictions. External materials open in a new window.
内容包括：双语 ISEF 指导、模板包、官方规则链接、自查清单，都在公开插件 isef@tian2-skills 里；在自行部署下载运行后，将得到内容层审计、材料缺项、整改行动表三份核心报告。What’s inside: bilingual ISEF guidance, template packs, official rule links and self-check lists, all in the public plugin isef@tian2-skills; download, deploy and run it yourself, and you get the three core reports: content audit, materials gap, remediation table.
ISEF 的入口：tian-2.com/isef（教育站，包含大量比赛相关资料）ISEF entry point: tian-2.com/isef (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 ISEF 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.
免费部分对于动手能力强，自驱力高的同学已完全够用，同时智能体能力越强，大模型越先进，输出的结果越好。For hands-on, self-driven students the free part is fully sufficient — and the stronger the agents and the more advanced the models, the better the output.
首轮试点免费；试点期结束后按标价执行，试点参与者的价格以双方确认单为准。The first pilot round is free; after the pilot, listed prices apply, and pilot participants' pricing follows the confirmed quote.
| 功能 / 服务Feature / service | 免费Free自己动手Do it yourself | 学生赛季版Student单项目 · 赛季内可重复One project, repeat all season | 机构学校版Institution多项目 · 按名册批量Batch across a roster |
|---|---|---|---|
| 双语指导、模板包、官方规则链接、自查清单Bilingual guidance, templates, rule links, self-checks | ✓ | ✓ | ✓ |
| 三份核心报告：内容层审计、材料缺项、整改行动表Core set: content audit, gap report, remediation table | 自己跑Self-run | ✓ | ✓ |
| 规则逐条核对（注明官方出处与适用时点）Rule-by-rule check with official sources and timing | 参考链接Reference links | ✓ | ✓ |
| 题目重合拆解Topic-overlap analysis | — | ✓ | ✓ |
| 证据台账（从收材料到答辩八个关口）Evidence ledger, eight gates from intake to interview | — | ✓ | ✓ |
| 答辩演练（评委模拟，一次一问）Viva practice (judge simulation) | — | ✓ | ✓ |
| 按需菜单 O1–O8（整改工作表、倒排表等）On-request menu O1–O8 | — | ✓ | ✓ |
| 多项目名册、批量队列、协调人视图Roster, batch queue, coordinator view | — | — | ✓ |
| 机构品牌的交付件Institutional branding on deliverables | — | — | ✓ |
| 人工复核（教育性质，不替代官方裁定）Human review (educational) | — | 加购Add-on | 加购Add-on |
| 单次风险报告One-off risk report | — | 加购Add-on | 加购Add-on |
✓ 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（SI1.0 / AI1.0）为产品版本号。Tier badges (SI1.0 / AI1.0) are product version numbers.
查看合成样本报告：内容层审计摘录（M1） · 材料层缺项报告（M2） · 协调人视图（Institution）（各附 PDF / PDF / PDF）。三份样本均为纯合成内容，不源自任何真实案例。View synthetic samples: content audit excerpt (M1) · materials gap report (M2) · coordinator view (Institution) (PDFs: M1 / M2 / Institution). All three are fully synthetic and derive from no real case.
首先，本技能包严格按照 ISEF 的参赛规则设计，不会违反任何AI使用部分。First: this skill pack is built strictly to the ISEF entry rules and does not violate any of its AI-use provisions.
如果你对AI的使用比较清楚，同时学生的初稿扎实、Adult Sponsor 能持续把关，请选择免费版本，并感谢提出审核本产品的建议。学生还没有实质初稿的，也请先用免费部分：没有初稿时，学生赛季版的内容层审计不会启动，只会返回问题清单和写作练习。If you’re already clear on AI use, the student’s draft is solid, and an Adult Sponsor stays involved, choose the free version — and thank you for any review suggestions you send back. If there is no substantive draft yet, also start with the free part: without a draft, the Student tier’s content audit won’t start, and returns a question list and writing exercises instead.
如果你对智能体部署不熟悉，但是需要把项目的 Research Plan、表单、证据链和整改动作逐项查清楚，请选学生赛季版。它围绕一个项目在赛季里反复更新，适合初稿已成、Adult Sponsor 和关联赛归属都明确的情况。Not familiar with deploying agents, but need the project’s research plan, forms, evidence chain and fixes checked item by item? Choose the Student tier. It revisits one project repeatedly across the season — best once a substantive draft exists and the Adult Sponsor and affiliated fair are settled.
如果你是学校或者机构老师，手上管理着几个项目，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。名册、批量倒排和给负责人的汇总视图都在这一档；单个项目卡住，不拖累整批。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 Institution tier. The roster, the batch countdown and the coordinator’s summary views live here — and one blocked project never holds up the rest.
1.想找人代写，或者想听“这个项目能不能进 ISEF”的参赛者：下面四条红线就是答案。1. Entrants looking for ghostwriting, or for a verdict on whether a project can make ISEF: the four red lines below are the answer.
2.还没有 Adult Sponsor、关联赛归属不明确、或者初稿不是学生本人写的：暂时进不了内测。资格确认核对的就是这三件事，缺哪一件，就先补哪一件。2. No Adult Sponsor yet, affiliated fair not settled, or a draft not written by the student? Then the beta isn’t open to you yet — those are exactly the three facts eligibility confirmation checks. Fix the missing one first.
3.想让我们替你和 SRC、IRB 交涉，或者希望我们担任 Adult Sponsor 这类官方角色：我们帮不上。该由责任机构裁定的事，我们只能告诉你找谁、在什么时点。我们不会动手去对提交材料做任何修改。3. Hoping we’ll negotiate with the SRC or IRB for you, or serve as Adult Sponsor or another official role? We can’t. Where a responsible body must decide, all we can do is tell you who that is and by when. We will not touch or edit your submission materials ourselves.
4.想买往届项目摘要库、重合计数或相似度报告：不提供。那是 Society 的受限数据，我们没有转发的权利，任何价格都不提供。4. Looking to buy the historical abstracts library, overlap counts or similarity scores? Not available. That is Society-restricted data we have no right to redistribute — at any price.
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.
不代写研究计划、摘要、海报文本或论文初稿。ISEF 官方规则要求呈现材料必须是学生自己的语言；学生没有实质初稿时，内容层审计不启动，改为返回问题清单与写作练习。No ghostwritten research plans, abstracts, poster text, or paper drafts. The official rules require presented material to be in the student's own words; with no substantive student draft, the content audit does not start — it is replaced by a question list and writing exercises.
不输出晋级或获奖概率、名次预测，也不用与往届项目的相似度当作胜率代理。历史项目检索只用于题目重合拆解，不做因果或胜率解读。No advancement or award probabilities, no placement forecasts, and no similarity-to-past-winners used as a win-rate proxy. Historical retrieval serves topic-overlap analysis only, never causal or win-rate readings.
事前审批、豁免与参赛资格由责任机构（SRC / IRB / IACUC / IBC）与关联赛裁定。没有书面证据的项目一律标 unavailable，说明由谁、在什么时点裁定；人工教育性复核不替代任何官方裁定。Prior approvals, exemptions, and eligibility are determined by the responsible body (SRC / IRB / IACUC / IBC) and the affiliated fair. Anything without written evidence is marked unavailable, naming who decides and when; the human educational review substitutes for no official determination.
我们不会拿“会被取消资格”这种话吓唬你。★ 的含义是“须由责任机构裁定”，不是“必被取消资格”；该注意的高严重度官方规则链接，免费层里始终看得到。We won’t use “you could be disqualified” to scare you. A ★ means "requires a determination by the responsible body", not "you will be disqualified"; high-severity official rule links stay visible in the free tier.
ISEF部分的收费将包括
1. AI大模型使用
2. 项目导师
3. 竞赛导师ISEF fees cover:
1. AI model usage
2. Project mentor
3. Competition mentor
每一部分的费用都会详细列出，单据中将详细列出各项收费情况，同时会同步指导老师，保证全程公开透明。Every part of the fee is itemized; the invoice lists each charge in detail and is shared with the supervising teacher, keeping the whole process open and transparent.
海外银行卡支付（Stripe）：International card payment (Stripe): 学生赛季版 $1,099Student Season $1,099。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.