Resources

Course materials

Courses stay as a resource submodule, with all entry points collected here.

AI Programming and Research Efficiency Basics The course-package gateway: overview, path, handout, and next directions. CourseOverview Course home English overview; the complete teaching content is in Chinese. Course packEntry Schedule · Chinese Chinese class structure, module order, and teaching rhythm. ScheduleTeaching Printable handout · Chinese The complete Chinese handout for class use and archive. HandoutPrint

Templates

Turn vague work into executable, reusable task entries.

Task Brief Template Turn a vague request into a task that an AI assistant can execute and you can review. ResearchTeachingAI collaboration Prompt Design Template Use goal, material, constraints, format, and checks to design reliable research and teaching prompts. PromptingTask designResearch expression Course Retrospective Template Turn a finished class into an iterated product: goals, friction, evidence, and next-version changes. Course designRetrospectiveTeaching product

Checklists

Human review before accepting AI output.

AI Output Review Checklist Before accepting AI output, check facts, sources, boundaries, format, and risk. ReviewQuality controlReliability

Workflow tools

Tool pages reused across the course and daily practice.

Controlled agents · Chinese Chinese unit on plans, permissions, logs, Git, and human confirmation. ToolsPractice Workflow studio · Chinese Chinese studio for turning research and teaching tasks into checkable workflows. WorkflowLab

WeChat extensions

Updates are published on WeChat; the site keeps indexes and materials.

WeChat entry Follow silicon-embers for new updates. WeChatUpdates Blog index Essays preserved on the website. BlogIndex Personal info Background, projects, and contact paths. BackgroundContact