ai-literacy

165 evidence-grounded AI skills for teachers, school leaders and EdTech builders—pedagogy, learning science, curriculum, assessment and regeneration. Claude, Codex and Hermes.

A set of Claude Code and GitHub Copilot plugins providing the AI Literacy framework's complete development workflow — harness engineering, agent orchestration, literate programming, CUPID code review, and the three enforcement loops

Open AI/ML and AI-literacy curriculum for engineers: tutorials, assignments, projects, and verified workflows for physical systems.

Public research and education companion to the AI-Native Operating Framework, with reusable events, curriculum, labs, and tool tracks.

面向非科班专业学生的人工智能课程资料：课件、课堂 demo、作业说明与实践代码。

KSODI — structured, non-normative observation of interaction dynamics between distinguishable entities: attributable events, states, trajectories, drift and relational comparability. Light: reflection; Standard-Eval/Full: Observer layers. v3.5 public reference; validation ongoing.

A self-contained Claude Code & GitHub Copilot plugin that assesses a team's AI readiness against the Agentic Habitat Maturity Model and the Sovereign Engineer framework, producing a gap-anchored maturity report.

Public evidence package for the Instats report on responsible AI use in PhD-level research and research training. A global capability framework for university research leadership across 38 top-tier doctoral universities and 14 national research funders.

PMP-certified innovation leader building cross-industry project management playbooks and AI agents that close the execution gap between strategy and delivery.

A collection of published AI education papers for K-12 students and beyond.

Taming Technology — an experimental AI-augmented learning guide: using AI without outsourcing judgment

Open-source Windows app for safely syncing project folders and shared AI-agent memory between trusted devices.

UnVibe trains developers to truly understand code, not just generate it. AI writes the hardest solution — you decode it, rebuild it simpler, then defend your understanding in interviews. Your "Irreplaceability Score" tracks your depth. The goal: be skilled enough that no company can replace you with a prompt.

The Habitat Thinking Manifesto — building places where every kind of intelligence in the room can think well together. A companion to the Agile Manifesto for the age of AI collaborators.

Responsible use of generative AI in assisted coding

ATHENA — an AI-powered media literacy platform that helps young people investigate, compare, trace, and learn from questionable information while keeping human judgment at the center.

Open, forkable liberal arts AI curriculum — AI literacy, ethics, philosophy of mind, seven futures, and what AI means for education. CC BY 4.0.

The Human Algorithm — a framework for deliberate engagement with AI. Notes, definitions, and a 60-entry evidence register.

Open-source, privacy-first, language-model-assisted teaching platform. Generates curriculum-aligned quizzes, study materials, rubrics, and lesson plans — constrained by deterministic rules, reviewed by teachers.

Research-backed concepts for educators teaching AI literacy. How to preserve human thinking, judgment, and agency while using AI productively.