A personal toolkit for working smarter with AI — structured context, dense stamps, and portable session state.
AI conversations are stateless. Every new session starts blank.
AiContext is a collection of tools and documents that solve that problem — capturing, compressing, and injecting context so AI picks up exactly where you left off.
The philosophy: denser is better. A well-structured JSON stamp beats a wall of prose every time.
The core system. Build versioned JSON stamps of your working context, inject them into any AI chat via hotkey, and maintain continuity across sessions.
| What | Where |
|---|---|
| Docs & guides | ContextLatticeStamp/Docs/ |
| Scripts (Python + AHK) | ContextLatticeStamp/Scripts/ |
| Example stamps | ContextLatticeStamp/Examples/ |
| Design essay | ContextLatticeStamp/Essay/ |
Naming: PascalCase for all directories and documents.
Private data: Files prefixed RnHw_ are personal/local only — never committed. Excluded via .gitignore.
Versioning: Long-form drafts use _vX.Y suffix (e.g. DenserIsBetter_v0.1.md).
See ContextLatticeStamp/Docs/FolderStructureGuide.md for the full layout and decision rules.
| Excluded | Reason |
|---|---|
RnHw_*.json |
Personal vocabulary & private data dictionaries — local only |
| Session logs | Transient; not versioned |
Active personal project. Structure is stable; tooling and documentation are expanding.
By HwWobbe