pedagogical-grounding-engine
by edu-ai-builders · development · typescript, go, react, nextjs, skill
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" - "...
Source: https://github.com/edu-ai-builders/pedagogical-grounding-engine
Install
git clone https://github.com/edu-ai-builders/pedagogical-grounding-engineTags: typescript, go, react, nextjs, skill
⭐ 3 GitHub stars · Source: skillsdirectory
About development MCP servers and Claude skills
development MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.
pedagogical-grounding-engine is one of hundreds of development entries indexed on Skiln. Browse the full development category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.
Related development MCPs and skills
- Observability Monitoring Slo Implement by ratnesh-maurya
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...
- Openapi Spec Generation by ratnesh-maurya
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
- Performance Profiling by ratnesh-maurya
Performance profiling principles. Measurement, analysis, and optimization techniques.
- Materials Selection by Tibsfox
Systematic materials selection for engineering design using performance indices, Ashby charts, multi-constraint optimization, and case-based reasoning. Covers the five-step Ashby method — function, objective, constraint, free variable, index — with worked examples for stiffness-limited beams, strength-limited ties, thermally shocked vessels, and minimum-cost components. Use when choosing among metals, polymers, ceramics, and composites under competing objectives.
- Nanomaterials And Carbon by Tibsfox
Carbon allotropes and nanoscale materials — graphite, diamond, fullerenes (C60 and family), carbon nanotubes, graphene, and the broader class of low-dimensional materials. Covers synthesis routes (arc discharge, laser ablation, CVD, exfoliation), structural characterization, exceptional mechanical and electronic properties, and the gap between laboratory demonstrations and structural-scale applications.
- Nonferrous Alloys by Tibsfox
Metallurgy of the major nonferrous structural and engineering alloys — aluminum, copper, titanium, nickel, magnesium, and their strengthening mechanisms. Covers precipitation (age) hardening in Al-Cu and Al-Zn-Mg systems, solid-solution strengthening in brass and bronze, alpha-beta titanium, nickel superalloys with gamma-prime, and the trade-offs in density, strength, corrosion resistance, and cost that decide when to leave steel for a lighter or more specialized metal.
- Prometheus Configuration by ratnesh-maurya
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...
- Structural Failure Analysis by Tibsfox
Diagnosis of why structural materials fail — ductile overload, brittle cleavage, fatigue, creep, stress-corrosion cracking, hydrogen embrittlement, and corrosion. Covers Griffith fracture mechanics, the ductile-to-brittle transition, the S-N and Paris fatigue frameworks, fractographic interpretation, and the J.E. Gordon view that strength, stiffness, and toughness are distinct properties that must be understood together to prevent collapse.
Frequently asked questions
How do I install pedagogical-grounding-engine?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support pedagogical-grounding-engine?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is pedagogical-grounding-engine free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.