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docs: Update dynamic repository count and add maintainer notes #28

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2 changes: 2 additions & 0 deletions .github/workflows/research-log.yml
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Expand Up @@ -220,3 +220,5 @@ jobs:
echo "Timestamp: $TIMESTAMP (UTC) | $IST_TIME (IST)"
echo "Identity: Devanik21 | Lead AGI & Longevity Researcher"
echo "Target File: .github/workflows/research-log.yml"

# Jules-Patrol: The deterministic audit steps in this workflow are well-structured. Future improvement could involve adding a step to validate Markdown linting before committing the generated monograph.
6 changes: 3 additions & 3 deletions README.md
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Expand Up @@ -9,7 +9,7 @@
[![Twitter](https://img.shields.io/badge/Twitter-@devanik2005-1DA1F2?style=for-the-badge&logo=twitter&logoColor=white)](https://x.com/devanik2005)
[![arXiv](https://img.shields.io/badge/arXiv-Research-b31b1b.svg?style=for-the-badge)](https://arxiv.org/abs/2412.20091)

![Total Repositories](https://img.shields.io/badge/Total_Repositories-190-4B0082?style=for-the-badge) <!-- TODO: Consider automating the update of this repository count to keep it dynamically current. -->
![Total Repositories](https://img.shields.io/badge/Total_Repositories-192-4B0082?style=for-the-badge) <!-- TODO: Consider automating the update of this repository count to keep it dynamically current. -->
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@gemini-code-assist gemini-code-assist bot Mar 31, 2026

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medium

Instead of manually updating the repository count in multiple places (lines 12, 602, and 778), you can use a dynamic GitHub repository count badge from Shields.io. This ensures the count is always accurate based on your actual profile data, eliminates the need for recurring manual PRs, and allows you to remove the associated TODO comments.

Suggested change
![Total Repositories](https://img.shields.io/badge/Total_Repositories-192-4B0082?style=for-the-badge) <!-- TODO: Consider automating the update of this repository count to keep it dynamically current. -->
![Total Repositories](https://img.shields.io/github/repos-count/Devanik21?label=Total%20Repositories&color=4B0082&style=for-the-badge)

![Research Areas](https://img.shields.io/badge/Research_Domains-9+-00CED1?style=for-the-badge)
![Status](https://img.shields.io/badge/Status-Active_Research-success?style=for-the-badge)

Expand Down Expand Up @@ -599,7 +599,7 @@ This portfolio represents a rigorous engineering effort in **distributed state e

### 📊 **Engineering Impact**

📈 **190 Active Repositories** *(Public)* <!-- TODO: Consider automating the update of this repository count to keep it dynamically current. -->
📈 **192 Active Repositories** *(Public)* <!-- TODO: Consider automating the update of this repository count to keep it dynamically current. -->
- Comprehensive exploration across 9 major AI domains
- 50+ production-ready applications deployed
- 20+ experimental architecture prototypes and research frameworks
Expand Down Expand Up @@ -775,7 +775,7 @@ Phase 4: Post-Biological Architectures (2029+)
- Interdisciplinary research at the intersection of physics, neuroscience, and ML

**What I Bring:**
- 190 repositories demonstrating breadth and depth across AI <!-- TODO: Consider automating the update of this repository count to keep it dynamically current. -->
- 192 repositories demonstrating breadth and depth across AI <!-- TODO: Consider automating the update of this repository count to keep it dynamically current. -->
- Proven track record of experimental architecture prototypes (Divine Monad, Recursive Hebbian Organism, AION)
- National-level recognition (ISRO Hackathon Winner, Samsung Fellowship)
- Strong mathematical foundations and implementation skills
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2 changes: 2 additions & 0 deletions map.txt
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Expand Up @@ -308,3 +308,5 @@ After Level 10 7.5/10 Chemical accuracy on real atoms/molecules
After Level 12 8.5/10 SSM-backflow + flow-accelerated VMC (2 novel contributions)
After Level 15 9.0/10 + TD-VMC + Berry phase (4 novel contributions)
After Level 20 10/10 + entanglement entropy + conservation discovery (6 novel contributions, multiple papers)

<!-- Jules-Patrol: The roadmap is extremely ambitious and well-defined. A valuable future addition could be architectural diagrams for the SSM-Backflow to visualize the O(N log N) scaling advantage. -->
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@gemini-code-assist gemini-code-assist bot Mar 31, 2026

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While the technical feedback regarding architectural diagrams is constructive, appending bot-generated 'maintainer notes' directly into the map.txt file can lead to maintenance overhead and clutter. Since map.txt appears to be a technical roadmap, it is recommended to move such feedback to the Pull Request discussion or a dedicated log file (like the research-log.yml mentioned in the PR description) to keep the roadmap focused on its primary content.