This page collects public-facing AI literacy materials, workflow notes, and
selected GitHub projects related to teaching, research, and applied data work.
PKU lecture slides · June 16, 2026
AI-era Research Paradigm: From Model Capability to Workflow Design
Slides from a Peking University talk on moving from chat-based AI use to inspectable research workflows. The lecture introduces AI IDEs, workflow applications in research, workflow anatomy and design, risk boundaries, researcher judgment, common tools, and hands-on exercises.
Final Spring 2026 version of this lecture series. The slides are public and may be freely shared.
- Research workflow
- AI literacy
- PKU lecture
Public tools and project notes
xtao-sh
A project index for repositories, workflow tools, course sites, and applied
research materials that are ready to share publicly.
Open GitHub
MD Style
A local-first Markdown formatting editor for WeChat Official Account articles and other rich-text publishing workflows. It converts Markdown into inline-styled rich text with live preview, style templates, a local document library, one-click copy, HTML/Markdown export, and WeChat compatibility checks.
Research Planner
A planning app for research and other uncertain-duration work, organized around progress, quick capture, project re-entry context, cognitive capacity, and PERT-style uncertainty rather than fixed task deadlines.
Workflow Designer
A public browser and viewer for research workflows collected from open repositories. It makes stages, gates, prompts, referenced skills, and exportable workflow specs visible for researchers who want to inspect or adapt AI-assisted research processes.
auto-openrouter-workflow
A multi-agent academic paper writing and simulated peer-review workflow powered by OpenRouter and GPT-5-Codex. It organizes drafting, critique, revision, and reviewer-style feedback into a repeatable research-writing process.