gskaro-v1/.skaro/templates/ai-notes-template.md

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# AI_NOTES — Stage <N>: <title>
## What was done
- <list of changes>
## Why this approach
- <rationale for key decisions>
## Files created / modified
| File | Action | Description |
|---|---|---|
| `path/to/file` | created / modified | what and why |
## Risks and limitations
- <known limitations>
- <potential issues>
## Invariant compliance
- [ ] <invariant 1> — respected
- [ ] <invariant 2> — respected
## How to verify
1. `<build command>`
2. `<test command>`
3. <manual checks>