🔴 Update Project Documentation
Tell the story of the project in docs/index.md.
Previously
This assumes the project runs, the results are verified, and docs/ have been updated to clearly indicate: the modification, the data and settings, the checks, and the results.
This page produces the current version of the story, and it is updated as the project develops.
Step 1. Open docs/index.md
Open docs/index.md in VS Code. Replace the placeholder content with the sections below.
Step 2. Write the Sections
Use these sections, in this order, unless project-specific instructions are provided. Each section has its own heading and its own content.
| Section | Contains |
|---|---|
| Opening | Title, name or alias, year and month, and a short summary of the project |
| Data | The data used, its source, and what one record represents (the grain) |
| Techniques Applied | The example's techniques and tools that were applied, and where each is used |
| Custom Modifications | The technical modification: what changed, why, and the observed effect |
| Methods and Settings | The analytical methods and the settings that affect results (for example thresholds, window sizes, random seeds, model parameters) |
| Verification | The checks that were performed and what they showed |
| Results | The numeric results and at least one visual |
| Observations | What the results show, stated without interpretation |
| Interpretation and Insights | What the observations mean |
| Limitations | Limitations and assumptions |
| Next Steps | What could be done next |
Update docs/index.md as you go and record the starting point for each section.
Write each section with enough detail that a reader unfamiliar with the project can follow it. Use short paragraphs and lists, not one block of text.
Step 3. Add a Visual
Save at least one visual in an images folder under docs/. Link it from docs/index.md with a path relative to that file and write alt text that says what the visual shows.

Step 4. Preview
Preview the page as described in the example's project instructions. The published page is checked after the push, in Update GitHub About Section.
Verification
- [ ] docs/index.md includes every required section, in order.
- [ ] Each section has content.
- [ ] At least one visual is included, with alt text.
- [ ] The Data section states the source and what one record represents.
- [ ] Each conclusion is tied to a result or visual shown.
- [ ] Links in docs/index.md point to this project, the example, and the data source.