Foundation Stack
Foundation Stack
One topic · four pillars · knowledge that compounds
Long-form, citable resources on adolescent PPCS aerobic prescription — for clinicians, researchers, and families. Hosted at fs.guanglab.org as a dedicated public series (separate from personal site tools and any private research operations).
Why this series exists
In the AI era, short posts disappear; depth with citations compounds. Each installment adds PMID-supported tables and SOPs so this URL becomes the reference surface for the niche — portable for citation, teaching, and long-term portfolio evidence.
Not a blog roll. Shared template and metadata (installment, pillar, audience, date). Table below = canonical index; RSS enabled.
Four pillars
| Pillar | Code | Folder prefix | What you get |
|---|---|---|---|
| Top-journal reproduction | reproduce |
pillar1- |
Audit landmark RCTs: dose reported vs dose performed |
| Methods comparison | methods |
pillar2- |
Protocol comparison, measurement, coding rules |
| Synthetic experiments | synth |
pillar3- |
Priors, dashboards, dose–heterogeneity experiments |
| Pitfalls & SOP | sop |
pillar4- |
Checklists for AT/PT; plain-language notes for parents |
Installment IDs use pillar{N}-{seq}-{slug} (e.g. pillar2-001-six-protocols-comparison).
Fixed article structure
- Problem · 2. Comparison table · 3. Disagreements · 4. Methods · 5. SOP · 6. Limitations
Published installments
Public companion links (non-confidential)
- Author home: guanglab.org
- PPCS SR overview (public page): guanglab.org/ppcs-sr
- Open analysis figures: guanglab.org/labs/data/ppcs-sr
- Pilot gap summary (this site): Measurement audit summary
| ID | Published | Title | Pillar | Audience |
|---|---|---|---|---|
| pillar2-001 | Jun 4, 2026 | 青少年PPCS有氧运动处方:6大流派对比与临床决策树 | methods | clinician, researcher, parent |