diff --git a/wizard-work/ledger/repos.csv b/wizard-work/ledger/repos.csv
index b97494e..6be1995 100644
--- a/wizard-work/ledger/repos.csv
+++ b/wizard-work/ledger/repos.csv
@@ -1,11 +1,11 @@
 rank,full_name,language,stars,description,html_url
-1,public-apis/public-apis,Python,491154,A collective list of free APIs,https://github.com/public-apis/public-apis
-2,EbookFoundation/free-programming-books,Python,399772,:books: Freely available programming books,https://github.com/EbookFoundation/free-programming-books
-3,donnemartin/system-design-primer,Python,375062,Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards.,https://github.com/donnemartin/system-design-primer
-4,vinta/awesome-python,Python,329294,"The definitive list that answers ""I want to do X in Python, which tool should I use?""",https://github.com/vinta/awesome-python
-5,practical-tutorials/project-based-learning,Python,287540,Curated list of project-based tutorials,https://github.com/practical-tutorials/project-based-learning
-6,NousResearch/hermes-agent,Python,255997,The agent that grows with you,https://github.com/NousResearch/hermes-agent
-7,TheAlgorithms/Python,Python,225440,All Algorithms implemented in Python,https://github.com/TheAlgorithms/Python
-8,yt-dlp/yt-dlp,Python,200118,A feature-rich command-line audio/video downloader,https://github.com/yt-dlp/yt-dlp
-9,microsoft/markitdown,Python,191509,Python tool for converting files and office documents to Markdown.,https://github.com/microsoft/markitdown
-10,Significant-Gravitas/AutoGPT,Python,187704,"AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.",https://github.com/Significant-Gravitas/AutoGPT
+1,public-apis/public-apis,Python,491176,A collective list of free APIs,https://github.com/public-apis/public-apis
+2,EbookFoundation/free-programming-books,Python,399776,:books: Freely available programming books,https://github.com/EbookFoundation/free-programming-books
+3,donnemartin/system-design-primer,Python,375073,Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards.,https://github.com/donnemartin/system-design-primer
+4,vinta/awesome-python,Python,329318,"The definitive list that answers ""I want to do X in Python, which tool should I use?""",https://github.com/vinta/awesome-python
+5,practical-tutorials/project-based-learning,Python,287549,Curated list of project-based tutorials,https://github.com/practical-tutorials/project-based-learning
+6,NousResearch/hermes-agent,Python,256017,The agent that grows with you,https://github.com/NousResearch/hermes-agent
+7,TheAlgorithms/Python,Python,225439,All Algorithms implemented in Python,https://github.com/TheAlgorithms/Python
+8,yt-dlp/yt-dlp,Python,200193,A feature-rich command-line audio/video downloader,https://github.com/yt-dlp/yt-dlp
+9,microsoft/markitdown,Python,191525,Python tool for converting files and office documents to Markdown.,https://github.com/microsoft/markitdown
+10,Significant-Gravitas/AutoGPT,Python,187703,"AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.",https://github.com/Significant-Gravitas/AutoGPT
diff --git a/wizard-work/ledger/repos.json b/wizard-work/ledger/repos.json
index 631ecdd..1b6d004 100644
--- a/wizard-work/ledger/repos.json
+++ b/wizard-work/ledger/repos.json
@@ -1,13 +1,13 @@
 {
-  "generated_at": "2026-10-22T03:28:26.413617+00:00",
+  "generated_at": "2026-10-22T05:38:29.593831+00:00",
   "query": "language:python&sort=stars&per_page=10",
-  "total_count": 2943590,
+  "total_count": 2943769,
   "rows": [
     {
       "rank": 1,
       "full_name": "public-apis/public-apis",
       "language": "Python",
-      "stars": 491154,
+      "stars": 491176,
       "description": "A collective list of free APIs",
       "html_url": "https://github.com/public-apis/public-apis"
     },
@@ -15,7 +15,7 @@
       "rank": 2,
       "full_name": "EbookFoundation/free-programming-books",
       "language": "Python",
-      "stars": 399772,
+      "stars": 399776,
       "description": ":books: Freely available programming books",
       "html_url": "https://github.com/EbookFoundation/free-programming-books"
     },
@@ -23,7 +23,7 @@
       "rank": 3,
       "full_name": "donnemartin/system-design-primer",
       "language": "Python",
-      "stars": 375062,
+      "stars": 375073,
       "description": "Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards.",
       "html_url": "https://github.com/donnemartin/system-design-primer"
     },
@@ -31,7 +31,7 @@
       "rank": 4,
       "full_name": "vinta/awesome-python",
       "language": "Python",
-      "stars": 329294,
+      "stars": 329318,
       "description": "The definitive list that answers \"I want to do X in Python, which tool should I use?\"",
       "html_url": "https://github.com/vinta/awesome-python"
     },
@@ -39,7 +39,7 @@
       "rank": 5,
       "full_name": "practical-tutorials/project-based-learning",
       "language": "Python",
-      "stars": 287540,
+      "stars": 287549,
       "description": "Curated list of project-based tutorials",
       "html_url": "https://github.com/practical-tutorials/project-based-learning"
     },
@@ -47,7 +47,7 @@
       "rank": 6,
       "full_name": "NousResearch/hermes-agent",
       "language": "Python",
-      "stars": 255997,
+      "stars": 256017,
       "description": "The agent that grows with you",
       "html_url": "https://github.com/NousResearch/hermes-agent"
     },
@@ -55,7 +55,7 @@
       "rank": 7,
       "full_name": "TheAlgorithms/Python",
       "language": "Python",
-      "stars": 225440,
+      "stars": 225439,
       "description": "All Algorithms implemented in Python",
       "html_url": "https://github.com/TheAlgorithms/Python"
     },
@@ -63,7 +63,7 @@
       "rank": 8,
       "full_name": "yt-dlp/yt-dlp",
       "language": "Python",
-      "stars": 200118,
+      "stars": 200193,
       "description": "A feature-rich command-line audio/video downloader",
       "html_url": "https://github.com/yt-dlp/yt-dlp"
     },
@@ -71,7 +71,7 @@
       "rank": 9,
       "full_name": "microsoft/markitdown",
       "language": "Python",
-      "stars": 191509,
+      "stars": 191525,
       "description": "Python tool for converting files and office documents to Markdown.",
       "html_url": "https://github.com/microsoft/markitdown"
     },
@@ -79,7 +79,7 @@
       "rank": 10,
       "full_name": "Significant-Gravitas/AutoGPT",
       "language": "Python",
-      "stars": 187704,
+      "stars": 187703,
       "description": "AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.",
       "html_url": "https://github.com/Significant-Gravitas/AutoGPT"
     }
diff --git a/wizard-work/ledger/repos.md b/wizard-work/ledger/repos.md
index 1ec75b4..f87cb99 100644
--- a/wizard-work/ledger/repos.md
+++ b/wizard-work/ledger/repos.md
@@ -4,13 +4,13 @@ Source: GitHub Search API - `language:python&sort=stars&per_page=10`
 
 | # | Repository | Language | Stars | Description |
 |---|------------|----------|-------|-------------|
-| 1 | [public-apis/public-apis](https://github.com/public-apis/public-apis) | Python | 491154 | A collective list of free APIs |
-| 2 | [EbookFoundation/free-programming-books](https://github.com/EbookFoundation/free-programming-books) | Python | 399772 | :books: Freely available programming books |
-| 3 | [donnemartin/system-design-primer](https://github.com/donnemartin/system-design-primer) | Python | 375062 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. |
-| 4 | [vinta/awesome-python](https://github.com/vinta/awesome-python) | Python | 329294 | The definitive list that answers "I want to do X in Python, which tool should I use?" |
-| 5 | [practical-tutorials/project-based-learning](https://github.com/practical-tutorials/project-based-learning) | Python | 287540 | Curated list of project-based tutorials |
-| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | Python | 255997 | The agent that grows with you |
-| 7 | [TheAlgorithms/Python](https://github.com/TheAlgorithms/Python) | Python | 225440 | All Algorithms implemented in Python |
-| 8 | [yt-dlp/yt-dlp](https://github.com/yt-dlp/yt-dlp) | Python | 200118 | A feature-rich command-line audio/video downloader |
-| 9 | [microsoft/markitdown](https://github.com/microsoft/markitdown) | Python | 191509 | Python tool for converting files and office documents to Markdown. |
-| 10 | [Significant-Gravitas/AutoGPT](https://github.com/Significant-Gravitas/AutoGPT) | Python | 187704 | AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. |
+| 1 | [public-apis/public-apis](https://github.com/public-apis/public-apis) | Python | 491176 | A collective list of free APIs |
+| 2 | [EbookFoundation/free-programming-books](https://github.com/EbookFoundation/free-programming-books) | Python | 399776 | :books: Freely available programming books |
+| 3 | [donnemartin/system-design-primer](https://github.com/donnemartin/system-design-primer) | Python | 375073 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. |
+| 4 | [vinta/awesome-python](https://github.com/vinta/awesome-python) | Python | 329318 | The definitive list that answers "I want to do X in Python, which tool should I use?" |
+| 5 | [practical-tutorials/project-based-learning](https://github.com/practical-tutorials/project-based-learning) | Python | 287549 | Curated list of project-based tutorials |
+| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | Python | 256017 | The agent that grows with you |
+| 7 | [TheAlgorithms/Python](https://github.com/TheAlgorithms/Python) | Python | 225439 | All Algorithms implemented in Python |
+| 8 | [yt-dlp/yt-dlp](https://github.com/yt-dlp/yt-dlp) | Python | 200193 | A feature-rich command-line audio/video downloader |
+| 9 | [microsoft/markitdown](https://github.com/microsoft/markitdown) | Python | 191525 | Python tool for converting files and office documents to Markdown. |
+| 10 | [Significant-Gravitas/AutoGPT](https://github.com/Significant-Gravitas/AutoGPT) | Python | 187703 | AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. |