logseq/journals/2025_12_16.md

progress:: {{renderer :todomaster}} icon:: 📅 boox-notes::

- ### Tasks
	-
- ### Notes
	- #### **Meeting with students Tesfay and Abu dicussing on using MAS to generate README files**
	  type:: [[meeting]]
	  tags:: [[SoftwareMiningGroup]]
	  collapsed:: true
		- ![image.png](../assets/image_1765879534794_0.png)
		- ![image.png](../assets/image_1765879670317_0.png)
			- First of all, what's hight quality README files?
				- What README files should include? You know that there are deployment instructions, how to use the projects, how to contribute? So the issue that I see is the definition of quality that should be considered to generate high quality README files
		- ![image.png](../assets/image_1765879695762_0.png)
		- ![image.png](../assets/image_1765879801742_0.png)
		- ![image.png](../assets/image_1765879919499_0.png)
		- ![image.png](../assets/image_1765880213606_0.png)
			- An issue that I can see is that it is highly probable that README files have been seen by LLMs
			- [LARCH: Large Language Model-based Automatic Readme Creation with Heuristics](https://arxiv.org/pdf/2308.03099)
		- ![image.png](../assets/image_1765880395778_0.png)
		- ![image.png](../assets/image_1765880522726_0.png)
		- ![image.png](../assets/image_1765880598517_0.png)
			- What's the validity of the standard README file structure?
		- ![image.png](../assets/image_1765880733599_0.png)
		- ![image.png](../assets/image_1765880798858_0.png)
			- Repository-specific README structure
				- It means that you need to train by considering different kinds of repositories. What can you say about the representativeness of the analyzed repositories?
				- Actually you don't know how many kinds of repositories you have, right? What can you say about the completeness of the process?
		- ![image.png](../assets/image_1765880877880_0.png)
		- ![image.png](../assets/image_1765880935796_0.png)
		- ![image.png](../assets/image_1765881029140_0.png)
		- ![image.png](../assets/image_1765881090479_0.png)
		- ![image.png](../assets/image_1765881219782_0.png)
			- Ablation study is also OK but there is the bias issue that I mentioned before that's a critial threats to validity of the overall process.
		- ![image.png](../assets/image_1765881372918_0.png)
			- How similar/different are the generated README files with respect to the original README file?
		- ![image.png](../assets/image_1765881408356_0.png)
	- **Meeting WP5 [[PROJECTS/MOSAICO]]**
	  type:: [[meeting]]
	  tags:: [[PROJECTS/MOSAICO]]
		- [Demo from UY](https://imtatlantiquefr.sharepoint.com/:v:/r/sites/MOSAICO/Shared%20Documents/Work%20Packages/WP1/D1.2/20251210%20-%20Mosaico%20Coding%20Extension%20Demo%202.mp4?csf=1&web=1&e=cnoYvM&xsdata=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&sdata=Z3NJS0N0MzdkTFdxWjNhbWhZbmQxSWtoNTNQMlg1Ymp1WXVsWGlmMHVEcz0%3D&ovuser=9df08a7c-31d7-4024-9ba6-5ed5efac1a01%2Cdavide.diruscio%40univaq.it)
			- ![image.png](../assets/image_1765883532171_0.png){:height 503, :width 848}
				- Each agent gives back a card to understand how to use it?
				- https://a2a-protocol.org/v0.3.0/specification/#55-agentcard-object-structure
					- We use the A2A card to **use** the agent, but we don't need it to **find** or **select** it (it's enough with the MOSAICO repository metadata)
		- We discussed [MOSAICO_system_architecture_sequence_diagram_v3.drawio](https://imtatlantiquefr.sharepoint.com/:u:/r/sites/MOSAICO/Shared%20Documents/Work%20Packages/WP5/T5.2/System%20Architecture/MOSAICO_system_architecture_sequence_diagram_v3.drawio?csf=1&web=1&e=hvJq9x)
			- Tutti gli agenti sono un server A2A
				- Reference and Collaboration sono sia client che server
				- Supervision and Solution are only server
			-
				-
		-