Pedagogical Grounding Engine

Q: What does the Pedagogical Grounding Engine skill do?

将一篇或多篇学术论文，通过"教学法约束推理"转化为有理论根基的产品设计产物。 核心是构建"学术机制 → 约束交互 → 可解释推理链"的中间层， 再导出多种格式的设计产物。 本skill是一个 Pedagogical Grounding Engine（教学法落地引擎）： 它不是论文摘要工具，而是把教学法意图（pedagogical intent）编译为 可执行的系统设计结构。PRD、System Prompt、Workflow 都是下游导出格式， 核心产物是 Traceability Map——每个设计决策都有明确的教学依据、 认知机制和可追溯的设计理由。 当用户有以下意图时触发本skill： - "把这篇/这几篇论文做成产品/app/提示词/工作流" - "paper to PRD / paper to prompt / paper to product" - "pedagogical grounding / 教学法落地" - "我想基于学习科学设计这个功能/系统提示词" - "从论文提取知识图谱/三元组/TPACK分析" - "我有几篇论文，帮我提炼成一个设计方案" - "帮我把教学法嵌入到产品/提示词中" - "生成 traceability 图" / "把这篇论文可视化" - "我有一个教学场景/教育想法，帮我设计成系统"（不一定有论文） 支持 Commands 模式：流水线

将一篇或多篇学术论文，通过"教学法约束推理"转化为有理论根基的产品设计产物。核心是构建"学术机制 → 约束交互 → 可解释推理链"的中间层，再导出多种格式的设计产物。本skill是一个 Pedagogical Grounding Engine（教学法落地引擎）：它不是论文摘要工具，而是把教学法意图（pedagogical intent）编译为可执行的系统设计结构。PRD、System Prompt、Workflow 都是下游导出格式，核心产物是 Traceability Map——每个设计决策都有明确的教学依据、认知机制和可追溯的设计理由。当用户有以下意图时触发本skill： - "把这篇/这几篇论文做成产品/app/提示词/工作流" - "paper to PRD / paper to prompt / paper to product" - "pedagogical grounding / 教学法落地" - "我想基于学习科学设计这个功能/系统提示词" - "从论文提取知识图谱/三元组/TPACK分析" - "我有几篇论文，帮我提炼成一个设计方案" - "帮我把教学法嵌入到产品/提示词中" - "生成 traceability 图" / "把这篇论文可视化" - "我有一个教学场景/教育想法，帮我设计成系统"（不一定有论文）支持 Commands 模式：流水线

6 stars 2 forksResearch & Science

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add edu-ai-builders/pedagogical-grounding-engine --skill pedagogical-grounding-engine

Manual install

git clone --depth 1 https://github.com/edu-ai-builders/pedagogical-grounding-engine.git /tmp/pedagogical-grounding-engine
mkdir -p ~/.claude/skills
cp -r /tmp/pedagogical-grounding-engine/. ~/.claude/skills/pedagogical-grounding-engine

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Pedagogical Grounding Engine

## 核心定位

> **把教学法意图（pedagogical intent）编译为可执行的系统设计结构。**

这个 skill 是一个编译器（compiler），不是摘要工具，不是 feature 生成器。

它有四个核心职责，按执行顺序排列：

| 职责 | 做什么 | 对应流水线层 |
|---|---|---|
| **Extract（抽取）** | 从论文/场景中识别学习目标、认知挑战、隐含的教学法、关键构念 | 第1-2层 |
| **Ground（落地）** | 把抽象理论转化为：认知动作（对比/分解/模拟）、知识结构（图/序列/层级）、学习流程 | 第3层 |
| **Map（映射）** | 把落地后的认知结构映射到：图 Schema、UI 组件、功能模块、系统行为 | 第4层 |
| **Justify（溯源）** | 为每个设计决策输出：为什么存在、链接到哪条理论、去掉会损失什么 | 第4-5层 |

**产物优先级**：Traceability Map（核心产物）→ System Prompt → PRD → Workflow
PRD 是下游导出格式，不是目的本身。

**输入不限于论文**：可以是论文文本、教学场景描述、用户痛点、或研究者的想法。
有论文时，论文提供理论依据；没有论文时，场景本身是出发点，系统帮助找到认知科学依据。

---

## 六层架构：四职责 × 五层流水线

四个职责是**内部推理逻辑**，五层是**执行内容**。两者不是平行关系，而是嵌套关系：

Read the full skill on GitHub

Details

Skill name: pedagogical-grounding-engine
Repository: edu-ai-builders/pedagogical-grounding-engine
License: MIT
Repo updated: 9 April 2026

FAQ

What does the Pedagogical Grounding Engine skill do?

How do I install the Pedagogical Grounding Engine skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add edu-ai-builders/pedagogical-grounding-engine --skill pedagogical-grounding-engine. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Pedagogical Grounding Engine popular?

It lives in edu-ai-builders/pedagogical-grounding-engine, which has 6 GitHub stars and 2 forks.

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