ISEF Topic Scoping 2027

AI Research SkillsAI 研究技能

The twelve-skill ISEF suite

ISEF 十二件套

Twelve Claude Code skills covering the complete ISEF workflow — from affiliated-fair navigation and topic discovery through compliance, research planning, data analysis, poster design, abstract optimization, and judge simulation to interview preparation. Each skill coaches process and standards; none writes submitted student work.

十二个 Claude Code 技能,覆盖 ISEF 的完整工作流——从附属赛事导航与选题发掘,经合规、 研究计划、数据分析、海报设计、摘要优化、评委模拟,到面试准备。每个技能只辅导流程与 标准,不代写学生提交的任何材料。

Navigate & scope: 3导航与选题:3 Plan & build: 4规划与制作:4 Judge & prepare: 5评审与备赛:5
Navigate导航

/isef-affiliated-fair-navigator

Navigate the affiliated-fair pathway from a student's country or region to ISEF qualification, including the China track.从学生所在国家或地区出发,导航附属赛事路径直至 ISEF 资格,包含中国赛道。

Scope选题

/isef-topic-finder

Discover or evaluate topics for ISEF and high-school science fairs. Turns a student profile into a ranked shortlist, or scores an existing idea.为 ISEF 及高中科学竞赛发掘或评估课题。将学生画像转化为排序方案,或为已有想法打分。

Scope选题

/isef-mentor-finder

Help a student identify potential research mentors — university faculty, industry researchers, postdocs accepting HS students.帮助学生寻找潜在研究导师——大学教授、产业研究者、接收高中生的博后。

Plan规划

/isef-compliance-walker

Walk a student step-by-step through ISEF's compliance maze and produce a personalized form checklist with deadlines and approval requirements.一步步带学生穿越 ISEF 合规迷宫,生成含截止日期与审批要求的个性化表单清单。

Plan规划

/isef-research-plan-drafter

Draft the ISEF Research Plan / Project Summary in the exact format required by SRC pre-approval.按 SRC 预审批要求的格式起草 ISEF 研究计划/项目摘要。

Build制作

/isef-data-analysis-tutor

Tutor a student through analyzing their experimental data in a way that passes ISEF judging without over-engineering.辅导学生以通过 ISEF 评审标准的方式分析实验数据,避免过度设计。

Build制作

/isef-poster-designer

Design and produce a printable ISEF poster fitted to the official booth constraints (max 76 × 122 × 240 cm).设计并制作符合官方展板尺寸限制(最大 76 × 122 × 240 cm)的可打印 ISEF 海报。

Build制作

/isef-abstract-optimizer

Critique and tighten an ISEF abstract against the official constraints (250 words max, one page, SRC-approved version is final).按官方限制(250 词以内、一页、以 SRC 批准版为终稿)批改并精炼 ISEF 摘要。

Judge评审

/isef-judge

Comprehensive science fair project evaluator and judge simulator. Reads a poster or presentation and scores against the official rubric.综合科学展评审与评委模拟器。读入海报或演示文稿,按官方量规打分。

Judge评审

/isef-judging-panel-researcher

Brief a student on what to expect from their ISEF judging panel by category and sub-category.按类别与子类别帮学生了解 ISEF 评审小组的组成与关注点。

Prepare备赛

/isef-interview-prep

Generate 60+ realistic judge questions across eight categories with bilingual model answers and tactical tips.生成八大类 60+ 道真实评委问题,附中英双语示范回答与面试策略。

Prepare备赛

/isef-prep-feedback

Iterate on a student-annotated interview-prep document: bilingual question-by-question tactical responses.迭代处理学生批注过的面试准备文档:逐题给出中英双语的策略性回应。

Install the plugin安装插件

All twelve skills are published as an open-source plugin (MIT License) and can be installed directly from GitHub.全部 12 个技能以开源插件发布(MIT 许可),可直接从 GitHub 安装。

Source: github.com/tian2-ai/isef-research-suite · Latest: v0.1.0源码:github.com/tian2-ai/isef-research-suite · 最新版:v0.1.0

CodexCodex

codex plugin marketplace add tian2-ai/isef-research-suite
codex plugin add isef-research-suite@isef-research-suite

Claude CodeClaude Code

claude plugin marketplace add tian2-ai/isef-research-suite --scope user
claude plugin install isef-research-suite@isef-research-suite --scope user

Start a new thread (Codex) or restart Claude Code after installation.安装后请新开一个线程(Codex)或重启 Claude Code。