Chloris-Blaxk/inno-agent-hub

modular-learning-orchestrator

基于 L1 学习者画像、L2 知识图谱与 L3 对话连续性编排模块化学习。先建立领域地图和可独立迁移的知识单元，再根据学习者表现、兴趣与动力选择直接讲解、问题分支、情境应用或横向拓展；适用于持续学习、碎片化提问和微信/飞书短对话，不用于一次性事实问答。

Idioma do texto original: inglês

algorithmic-art

用 p5.js 创作算法生成艺术:基于随机种子的可复现随机性,配合交互式参数探索。当用户想用代码生成艺术、做生成式视觉作品时使用。触发词:生成艺术, 算法艺术, p5.js, 创意编程; generative art, algorithmic art, creative coding.

Idioma do texto original: inglês

backwards-design-unit-planner

用 Wiggins & McTighe 的逆向设计(UbD)规划教学单元:从期望学习成果 → 评估证据 → 学习活动三阶段倒推,产出含大概念/基本问题、评估蓝图、WHERETO 教学序列与对齐自检的完整单元计划。开一个新单元或按课程标准重构旧单元时使用。触发词:设计单元, 单元教学设计, 大单元设计, 逆向设计, UbD, 备一个单元, 教学目标对齐, 单元规划; unit plan, backwards design, understanding by design.

Idioma do texto original: inglês

baoyu-comic

知识漫画创作工具:支持多种画风与基调,自动分镜排版并按序生成图像,产出原创的教育/科普漫画。把知识点做成漫画讲解时使用。触发词:知识漫画, 教育漫画, 科普漫画, 人物传记漫画, 漫画讲解; knowledge comic, educational comic.

Idioma do texto original: inglês

baoyu-infographic

专业信息图生成:内置 21 种布局 × 21 种视觉风格,先分析内容并推荐布局×风格组合,再产出可直接发布的信息图。把要点或数据可视化成信息图时使用。触发词:信息图, infographic, 可视化海报, 图解, 知识卡片; visual summary.

Idioma do texto original: inglês

baoyu-slide-deck

从内容生成专业幻灯片图像:先产出带风格说明的提纲,再逐页生成幻灯片图(产物为图片,区别于可编辑的 pptx)。需要快速做一套演示/分享页时使用。触发词:幻灯片, 演示, 做 slides, slide deck, 分享页; presentation, generate deck.

Idioma do texto original: inglês

baoyu-url-to-markdown

用 baoyu-fetch(基于 Chrome CDP)抓取任意网页转成 Markdown,内置 X/Twitter、YouTube 字幕、Hacker News、通用页面(Defuddle)等适配器,可处理登录/验证码。把网页剪藏成笔记时使用。触发词:网页转 Markdown, 抓取网页, 剪藏, 保存文章; url to markdown, fetch page.

Idioma do texto original: inglês

baoyu-youtube-transcript

按 URL 或视频 ID 下载 YouTube 字幕/文字稿与封面图,支持多语言、翻译、分章与说话人识别,并缓存原始数据便于重排。把视频内容整理成可学习的文字稿时使用。触发词:YouTube 字幕, 视频转文字, 下载字幕, 视频文稿; youtube transcript, subtitles.

Idioma do texto original: inglês

canvas-design

运用设计理念创作精美静态视觉作品(海报、艺术图等),输出为 .png 与 .pdf。当用户要做海报、视觉作品、平面设计稿时使用。触发词:海报, 平面设计, 视觉作品, 配图设计; poster, canvas design, visual art.

Idioma do texto original: inglês

citation-management

学术引用管理:检索 Google Scholar 与 PubMed,抽取并校验文献元数据,生成规范的 BibTeX 条目。需要管理参考文献、核对引用、生成 BibTeX 时使用。触发词:参考文献, 引用管理, BibTeX, 文献校验, 引文; citation, bibtex, references.

Idioma do texto original: inglês

claude-api

构建、调试与优化基于 Claude API / Anthropic SDK 的应用,涵盖 prompt caching、工具调用、流式、迁移升级等,内置 Go/Python/TypeScript/Java/PHP 等多语言示例。学习或开发 AI 应用时使用。触发词:Claude API, Anthropic SDK, 调用大模型, prompt caching, 模型迁移; build with claude, llm app.

Idioma do texto original: inglês

comment-on-docx

给 Word(.docx)文档添加批注式反馈:按批注规范定位到具体词句,以原生 Word 批注(comment)写回原文而不改动正文,并另存副本。适合作文/论文/作业批改与文稿评审。自带读取文档 runs、起草批注、用 python-docx 程序化插入批注的脚本与指南。触发词:批改作文, 给文档加批注, Word 批注, 论文评阅, 作业反馈, 评审意见, 不改原文的修改建议; comment on docx, word comments, review feedback, add comments.

Idioma do texto original: inglês

differentiation-adapter

把同一堂课的任务按不同学习者需求做差异化适配,同时保持核心学习目标不变:为学困、超常、注意力障碍(ADHD)、读写障碍、焦虑或二语(EAL)学生调整难度入口与支架,输出改了什么、保留了什么、目标核验与实施建议(明确排斥已被证伪的“学习风格”理论)。同一份教案要照顾不同层次学生时使用。触发词:分层教学, 差异化教学, 因材施教, 照顾不同层次, 学困生辅导, 分层作业, 分层任务, 个别化调整; differentiation, adapt task, SEND, EAL, scaffolding.

Idioma do texto original: inglês

doc-coauthoring

引导用户走一套结构化的协作写作流程,共同撰写文档、提案、技术规范、决策记录等。需要系统地写一份正式文档时使用(纯指令型,无捆绑脚本)。触发词:写文档, 协作写作, 技术规范, 提案, 文档共创; documentation, co-authoring, technical spec.

Idioma do texto original: inglês

docx

创建、读取和编辑 Word 文档(.docx):带格式的正式文稿、样式、修订等。凡涉及 Word 文档的任务都使用本技能。触发词:Word, Word 文档, .docx, 写一份文档, 公文, 报告; word document, docx.

Idioma do texto original: inglês

edu-analytic-geometry

把一道解析几何题解成一个自包含的交互教学网页：左栏题面 + 动态控制台（一个 可变参数滑块驱动实时重算的几何量 + 理论范围/定值指示），中栏 KaTeX 分步解析，右栏 2D Canvas 动态几何画板（椭圆/双曲线/抛物线/圆 + 动直线/动点 + 向量 + 标注 + 画笔涂鸦）。 支持三入口——给定文字题、随机出题、上传题目图片识别后解题。覆盖求标准方程、弦长、向量 数量积范围/定值、三角形面积最值、定点、定值（斜率之积）、轨迹、离心率等题型，统一"设含参 直线 x=my+c + 联立 + 韦达 +…

Idioma do texto original: chinês

edu-solid-geometry

把一道立体几何题解成一个自包含的交互教学网页：左侧 MathJax 分步解析， 右侧 Three.js 可交互 3D 模型（分步高亮 + 镜头切换）。支持三种入口——给定文字题目、 随机出题、上传题目图片识别后解题。覆盖正方体/长方体、棱锥/棱柱、圆柱/圆锥上的线面角、 二面角、异面直线夹角、点到平面距离、体积等题型，统一用"建系+向量法"，并由 sympy 精确 计算驱动（答案、3D 坐标、步骤数值同源一致）。其他 agent 也可调用本技能生成此类网页。 触发词：立体几何, 线面角, 二面角, 异面直线,…

Idioma do texto original: chinês

education-action-research-design

Use for teacher-led action research, teaching practice papers, classroom improvement studies, lesson reform, iterative intervention reflection, and practitioner inquiry in education. Produces problem diagnosis, action plan, implementation cycle, classroom…

Idioma do texto original: inglês

education-advanced-quantitative-modeling

Use when education research needs advanced quantitative modeling beyond common t-tests, ANOVA, chi-square, correlation, and simple regression. Covers multilevel/hierarchical linear models, SEM, latent variable models, mediation, moderation, moderated…

Idioma do texto original: inglês

education-ai-assisted-qualitative-analysis

Use when applying AI to support qualitative education analysis, including initial coding suggestions, code clustering, theme naming, memo generation, negative-case search, evidence retrieval, contradiction checks, saturation support, and audit-trail creation.…

Idioma do texto original: inglês

education-coder-reliability

Use when education qualitative or content-analysis projects involve multiple coders, coding reliability, coding agreement, pilot coding, codebook calibration, coding conflict resolution, Cohen's Kappa, Krippendorff's Alpha, percent agreement, inter-rater…

Idioma do texto original: inglês

education-descriptive-statistics

Use after quantitative education data cleaning to summarize datasets before reliability, validity, inferential, experimental, regression, SEM, multilevel, or learning analytics analysis. Covers means, standard deviations, medians, frequencies, percentages,…

Idioma do texto original: inglês

education-design-based-research

Use for design-based research (DBR) in education, including iterative design of learning environments, AI teaching tools, curriculum models, learning activities, instructional systems, and design principles tested in authentic education settings.

Idioma do texto original: inglês

education-evidence-check

Use when checking whether claims, theory choices, research questions, variable relationships, or literature review statements in education papers are supported, contradicted, weakly supported, outdated, or missing citations. Uses Scite-style citation context,…

Idioma do texto original: inglês

education-inferential-statistics

Use after descriptive statistics when an education research project needs hypothesis testing or statistical relationships, including t-tests, ANOVA/ANCOVA, chi-square tests, correlations, linear/logistic regression, simple mediation/moderation screening,…

Idioma do texto original: inglês

education-learning-analytics-design

Use for learning analytics, educational data mining, LMS log analysis, AI platform behavior data, learner modeling, prediction, clustering, sequence mining, early warning, dashboard design, and explainable analytics in education research.

Idioma do texto original: inglês

education-learning-analytics-modeling

Use after learning analytics or educational data mining data are available and cleaned, especially LMS logs, AI platform logs, clickstream, assignment histories, assessment sequences, student writing revision traces, knowledge component data, and learning…

Idioma do texto original: inglês

education-literature-map

Use when creating education literature maps, bibliometric analyses, keyword co-occurrence maps, co-citation maps, research trend summaries, author/institution networks, and topic evolution views using VOSviewer, bibliometrix/Biblioshiny, OpenAlex, Semantic…

Idioma do texto original: inglês

education-meta-analysis-preparation

Use for education meta-analysis papers or systematic reviews that quantitatively synthesize effect sizes. Supports effect-size extraction, coding sheet design, heterogeneity, moderator analysis, publication bias, forest/funnel plots, and R metafor/meta…

Idioma do texto original: inglês

education-mixed-methods-design

Use for education papers combining quantitative and qualitative data, including explanatory sequential, exploratory sequential, convergent parallel, embedded, intervention mixed methods, and action research with mixed evidence. Produces integration logic,…

Idioma do texto original: inglês

education-paper-type-router

Use after an education research topic and research questions are drafted, or whenever the user is unsure what type of education paper to write. Routes the project to empirical quantitative, qualitative, mixed methods, action research, design-based research,…

Idioma do texto original: inglês

education-policy-comparative-analysis

Use for education policy analysis, curriculum standard analysis, comparative education papers, international/regional comparison, policy text coding, historical policy evolution, and institutional analysis.

Idioma do texto original: inglês

education-program-evaluation

Use for education program evaluation, curriculum evaluation, platform/tool evaluation, teacher training evaluation, school reform evaluation, and implementation/effectiveness studies. Produces logic model, evaluation questions, indicators, data plan, analysis…

Idioma do texto original: inglês

education-psychometric-scale-development

Use for education scale development, questionnaire validation, test development, rubric validation, educational measurement, item analysis, EFA/CFA, reliability, validity evidence, IRT, measurement invariance, and score interpretation.

Idioma do texto original: inglês

education-qualitative-coding-analysis

Use when analyzing qualitative education data such as interviews, focus groups, classroom observations, reflective journals, student work, policy documents, teaching artifacts, AI feedback texts, and open-ended survey responses. Covers open coding, axial…

Idioma do texto original: inglês

education-qualitative-study-design

Use for qualitative education papers including case study, interview study, classroom observation, ethnography, phenomenology, narrative inquiry, grounded theory, content analysis, discourse analysis, and qualitative document analysis. Produces sampling,…

Idioma do texto original: inglês

education-quantitative-data-cleaning

Use after quantitative education data are collected and before descriptive, inferential, reliability, validity, SEM, multilevel, or learning analytics analysis. Covers data import checks, data dictionary validation, missing values, invalid values, outliers,…

Idioma do texto original: inglês

education-quantitative-study-design

Use for education papers using quantitative survey, correlational, regression, experimental, quasi-experimental, causal-comparative, mediation/moderation, SEM, multilevel, or longitudinal designs. Produces variables, hypotheses, sampling, instruments,…

Idioma do texto original: inglês

education-research-question-generation

Use when generating, refining, comparing, or validating education research questions and hypotheses. Supports qualitative, quantitative, mixed-methods, intervention, design-based research, survey, classroom observation, and systematic review questions using…

Idioma do texto original: inglês

education-sampling-data-management

Use before collecting education research data, or when planning samples, recruitment, participant tracking, school/class/teacher/student data structures, consent, anonymization, data dictionaries, file naming, secure storage, and dataset readiness. This…

Idioma do texto original: inglês