Ask Claude for a note — get a wall of prose. Then spend 5 minutes adding YAML frontmatter, fixing headings, linking related notes. Every single time.
There’s a better way. The whole flow runs from a phone widget:
The result lands directly in your vault — complete .md file with validated metadata, heading hierarchy, WikiLinks, domain classification. No post-processing.
What gets enforced automatically
| Without AKF | With AKF |
|---|---|
| Random or missing frontmatter | 8 required fields, validated |
| Inconsistent tags | 30+ domain taxonomy |
| No related notes | WikiLinks generated |
| Different structure every time | Same format, every LLM |
Two ways to use it
No setup — Upload system_prompt.md to a Claude Project. Start generating immediately.
CLI / widget (free Groq tier):
pip install ai-knowledge-filler
export GROQ_API_KEY="..."
akf generate "Api rate limiting guide"
Not useful if your vault is freeform notes — this adds structure overhead you don’t need.
How are you currently handling AI-generated notes? Reformatting manually, or found a better workflow?
