# AmintaCCCP/GithubStarsManager

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

Repository: https://github.com/AmintaCCCP/GithubStarsManager
Canonical: https://ross.abutalabs.com/products/githubstarsmanager
Homepage: https://gsm.aminta.top
Language: TypeScript
License: MIT
License Family: permissive
Topics: ai-powered, bookmark-manager, cloudflare-workers, desktop-app, electron, fork-manager, gist-client, github-api, github-client, github-stars, productivity, release-tracker, repo-manager, semantic-search, star-manager, trending-repositories, github-helper
Last push: 2026-08-26T17:47:51+00:00

## Health v2 (maintenance only)
Score: 85/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 99, longevity 30
- inputs: {"age_days": 430, "days_push": 7, "days_rel": 8, "gap_med": 4, "n_releases_24m": 50}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3409, forks 158 (observed 2026-08-28T04:08:03.266356+00:00)

## What it is
An AI-powered desktop and web application for managing GitHub stars, forks, and Gists with semantic vector search, automatic categorization, and release tracking. It stores data locally, uses Cloudflare Vectorize embeddings with AI reranking, and offers a repository Q&A assistant with cited sources.

## Use cases
- organize and search my GitHub starred repositories
- find a repo I starred months ago using natural language
- automatically categorize my GitHub stars with AI
- track new releases of repositories I follow
- sync my forked repos with upstream changes
- ask questions about a repository's README and issues
- manage my GitHub gists in a desktop app

## When to choose
- you have hundreds of GitHub stars and struggle to find or organize them
- you want AI-generated summaries, tags, and semantic search over your starred repos
- you want release tracking and fork syncing in one local-first tool

## When to avoid
- you only need a simple star list without AI features
- you don't want to bring your own AI API keys or use Cloudflare services
- you need a purely CLI-based or headless GitHub management tool

## Facets
- artifact type: application
- maturity: active
- function: search-engine, rag, llm-inference, developer-tools, web-scraping
- domain: developer-tools, artificial-intelligence
- platform: windows
- tags: github-stars, bookmark-manager, semantic-search, release-tracking, fork-management, gist-client, local-first, vector-search, auto-categorization, search, macos, linux, electron, web-server, docker, cloudflare-workers, typescript

## Member repositories
- AmintaCCCP/GithubStarsManager (main) score 85

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:03.266356+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:38:32.119400+00:00, confidence not recorded.
  - readme: https://github.com/AmintaCCCP/GithubStarsManager (fetched 2026-08-28T04:08:03.266356+00:00, sha b5190f25b6f1)
  - homepage: https://gsm.aminta.top (fetched 2026-08-29T09:32:38.583249+00:00, sha f0676962e4c9)
  - site_page: https://gsm.aminta.top/about.html (fetched 2026-08-29T09:32:38.622234+00:00, sha 07396b735e52)
  - site_page: https://gsm.aminta.top/index.html (fetched 2026-08-29T09:32:38.592653+00:00, sha 2411e8c1341c)
  - site_page: https://gsm.aminta.top/download.html (fetched 2026-08-29T09:32:38.595665+00:00, sha b8da7bf8a742)
- Data as of 2026-08-30T08:39:29.467469+00:00.