Add skills, learnings & memory updates (2026-01-26)

- New skills: clawddocs, claude-code-usage, summarize, homeassistant, humanizer, self-improving-agent
- Add .learnings/ for self-improvement tracking
- Document proaktive cron config (LRN-20260126-001)
- Update USER.md: Löchgau as former residence
- Update TOOLS.md: Peekaboo workaround
- Memory files for 2026-01-25 and 2026-01-26
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# Humanizer
A Clawdbot skill that removes signs of AI-generated writing from text, making it sound more natural and human.
## Installation
Install via ClawdHub:
```bash
clawdhub install humanizer
```
## Usage
Ask your agent to humanize text:
```
Please humanize this text: [your text]
```
Or invoke directly when editing documents.
## Overview
Based on [Wikipedia's "Signs of AI writing"](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing) guide, maintained by WikiProject AI Cleanup. This comprehensive guide comes from observations of thousands of instances of AI-generated text.
### Key Insight
> "LLMs use statistical algorithms to guess what should come next. The result tends toward the most statistically likely result that applies to the widest variety of cases."
## 24 Patterns Detected
### Content Patterns
1. **Significance inflation** - "marking a pivotal moment..." → specific facts
2. **Notability name-dropping** - listing sources without context
3. **Superficial -ing analyses** - "symbolizing... reflecting..."
4. **Promotional language** - "nestled within the breathtaking..."
5. **Vague attributions** - "Experts believe..."
6. **Formulaic challenges** - "Despite challenges... continues to thrive"
### Language Patterns
7. **AI vocabulary** - "Additionally... testament... landscape..."
8. **Copula avoidance** - "serves as" instead of "is"
9. **Negative parallelisms** - "It's not just X, it's Y"
10. **Rule of three** - forcing ideas into groups of three
11. **Synonym cycling** - excessive synonym substitution
12. **False ranges** - "from X to Y" on non-meaningful scales
### Style Patterns
13. **Em dash overuse**
14. **Boldface overuse**
15. **Inline-header lists**
16. **Title Case Headings**
17. **Emoji decoration**
18. **Curly quotation marks**
### Communication Patterns
19. **Chatbot artifacts** - "I hope this helps!"
20. **Cutoff disclaimers** - "While details are limited..."
21. **Sycophantic tone** - "Great question!"
### Filler and Hedging
22. **Filler phrases** - "In order to", "Due to the fact that"
23. **Excessive hedging** - "could potentially possibly"
24. **Generic conclusions** - "The future looks bright"
## Full Example
**Before (AI-sounding):**
> The new software update serves as a testament to the company's commitment to innovation. Moreover, it provides a seamless, intuitive, and powerful user experience—ensuring that users can accomplish their goals efficiently.
**After (Humanized):**
> The software update adds batch processing, keyboard shortcuts, and offline mode. Early feedback from beta testers has been positive, with most reporting faster task completion.
## References
- [Wikipedia: Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing)
- [WikiProject AI Cleanup](https://en.wikipedia.org/wiki/Wikipedia:WikiProject_AI_Cleanup)
## License
MIT