ML Application · TypeScript

GithubStarsManager

AI-powered GitHub stars manager with semantic search, auto-categorization, and release tracking

tamina@AmintaCCCP · Atlas 48.7 · #28= builder

What it is

GithubStarsManager is a cross‑platform desktop application that syncs a user’s GitHub stars, uses AI to summarize and categorize repositories, and provides semantic search, release tracking, and a repository Q&A assistant.

ai-powered
bookmark-manager
cloudflare-workers
desktop-app
electron
fork-manager
gist-client
github-api
github-client
github-helper

Scored from the code at its last scan, 1 Nov 2026. How merit is scored

Where it counts

Machine Learning75%
NLP & LLMs60%
MLOps40%
AI Agents20%
Data Science10%
Computer Vision5%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the Machine Learning board

Whole board

RankProjectBuilderFieldMerit

17, shared ranksilico-e4b-sae-runML Application · PythonThe repository trains a 42-layer JumpReLU Sparse Autoencoder (SAE) atlas for the Gemma 4 E4B language model using the E2B recipe and an event-aware trainer with automatic sparsity control. It generates a private Hugging Face dataset containing the SAEs and includes scripts for…62.0/100AdvancedRickMachine Learning
17, shared rankvid-factoryML Application · JavaScriptVideo Content Factory is a web application for organizing early-stage content ideas and drafts, featuring a browser-native runtime that operates entirely in the client using WebAssembly and OPFS for persistence, with a fallback FastAPI implementation.62.0/100AdvancedJarad PeckenpaughMachine Learning
19GithubStarsManagerML Application · TypeScript61.0/100AdvancedtaminaMachine Learning
20EmblaV2Training Experiment · HTMLEmblaV2 is a reinforcement learning agent based on DreamerV3 with added intrinsic motivation and self-model components, trained on various Gymnasium environments using PyTorch.60.8/100Advancedeze770Machine Learning
21kernel-workArchitecture Modification / Research · PythonThis repository implements a gather-matmul-scatter overlay for the `deep_chaos_scheduler` to optimize training by computing only on active channels. It includes the overlay implementation, tests for correctness, and benchmarks to measure performance impact.60.5/100AdvancedRickMachine Learning

What it is

Where it counts

Around it on the Machine Learning board

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