Today's LLM & Language Models: Fastest-Growing Projects — June 19, 2026
Today's the LLM & Language Models space, we continue to see a strong focus on innovative applications that leverage large language models for specialized tasks and educational purposes. The trend towards more interactive and user-friendly AI tools is evident as repositories gain traction among developers and users seeking practical solutions.
ClaudioDrews/memory-os boasts a Growth Score of 47.32 and has garnered over 1,165 stars on GitHub. This project offers a memory operating system for the Hermes Agent that includes persistent memory with Qdrant, structured facts, and auto-curated wiki features, all designed to run locally with any LLM provider. Its rapid growth is likely due to its comprehensive approach to integrating various memory functionalities into an easy-to-use local setup.
buynao/aipath has attracted 319 stars and a Growth Score of 46.36, making it one of the most popular projects this week. The repository hosts an interactive AI general education course that covers 30 lessons without requiring any mathematical background, appealing to a broad audience looking for accessible AI learning resources.
hoolulu/deep-research has seen notable growth with a Growth Score of 37.79 and 359 stars. This skill offers professional deep research report generation in multiple languages, supporting up to 19 different tongues, making it an invaluable tool for international researchers and professionals seeking high-quality reports quickly.
fkiene/llmtrim has achieved a Growth Score of 28.54 and accumulated 73 stars, showcasing its utility as a local proxy that compresses LLM API requests to reduce costs without altering the answers. By trimming wasted tokens from prompts, history, tool output, and code before they're sent, it optimizes efficiency across any provider.
imcuttle/flipbook-app has garnered 293 stars with a Growth Score of 21.59. This project presents a click-to-explore knowledge picture-book application that allows users to long-press images for detailed annotations through a pluggable multimodal pipeline, offering an engaging and interactive way to explore information.
Nigh/show-me-the-story has attracted significant attention with 170 stars and a Growth Score of 20.78. This self-hosted AI novel generator offers a Go binary along with a web UI that generates novels through an OpenAI-compatible API, providing features such as chapter-by-chapter writing, review, foreshadowing, fact-checking, and full-book polishing in both Chinese and English.
brycewang-stanford/Awesome-Journal-Skills has received 205 stars with a Growth Score of 17.60, making it a valuable resource for researchers looking to publish in mainstream journals like AER, QJE, Nature, Cell, among others. The repository provides Claude Code/Codex skill packs covering various journals and offers guidance from topic selection through publication.
TradingAi666/worldcup2026-prediction-skill has seen a Growth Score of 17.19 with 167 stars, offering an AI prediction engine for the 2026 World Cup. This single-file system prompt integrates extensive data and methods to generate accurate predictions through OpenAI-compatible interfaces.
KorroAi/drunk-claude stands out with a Growth Score of 15.67 and 104 stars, presenting itself as an unfiltered and chaotic version of Claude Code that encourages wild ideas and creative thinking by turning off the filter after "three drinks."
Finally, TrenchesofChirac/claude-fable-5-free-desktop-app has gained attention with a Growth Score of 15.25 and 37 stars. This repository provides a free desktop app for accessing Claude Fable 5's large language model API, offering an agentic coding environment and token optimization bypass.
These projects highlight the diverse applications of LLMs across educational tools, research aids, creative writing platforms, and specialized AI services, catering to various user needs and preferences.
ClaudioDrews/memory-os boasts a Growth Score of 47.32 and has garnered over 1,165 stars on GitHub. This project offers a memory operating system for the Hermes Agent that includes persistent memory with Qdrant, structured facts, and auto-curated wiki features, all designed to run locally with any LLM provider. Its rapid growth is likely due to its comprehensive approach to integrating various memory functionalities into an easy-to-use local setup.
buynao/aipath has attracted 319 stars and a Growth Score of 46.36, making it one of the most popular projects this week. The repository hosts an interactive AI general education course that covers 30 lessons without requiring any mathematical background, appealing to a broad audience looking for accessible AI learning resources.
hoolulu/deep-research has seen notable growth with a Growth Score of 37.79 and 359 stars. This skill offers professional deep research report generation in multiple languages, supporting up to 19 different tongues, making it an invaluable tool for international researchers and professionals seeking high-quality reports quickly.
fkiene/llmtrim has achieved a Growth Score of 28.54 and accumulated 73 stars, showcasing its utility as a local proxy that compresses LLM API requests to reduce costs without altering the answers. By trimming wasted tokens from prompts, history, tool output, and code before they're sent, it optimizes efficiency across any provider.
imcuttle/flipbook-app has garnered 293 stars with a Growth Score of 21.59. This project presents a click-to-explore knowledge picture-book application that allows users to long-press images for detailed annotations through a pluggable multimodal pipeline, offering an engaging and interactive way to explore information.
Nigh/show-me-the-story has attracted significant attention with 170 stars and a Growth Score of 20.78. This self-hosted AI novel generator offers a Go binary along with a web UI that generates novels through an OpenAI-compatible API, providing features such as chapter-by-chapter writing, review, foreshadowing, fact-checking, and full-book polishing in both Chinese and English.
brycewang-stanford/Awesome-Journal-Skills has received 205 stars with a Growth Score of 17.60, making it a valuable resource for researchers looking to publish in mainstream journals like AER, QJE, Nature, Cell, among others. The repository provides Claude Code/Codex skill packs covering various journals and offers guidance from topic selection through publication.
TradingAi666/worldcup2026-prediction-skill has seen a Growth Score of 17.19 with 167 stars, offering an AI prediction engine for the 2026 World Cup. This single-file system prompt integrates extensive data and methods to generate accurate predictions through OpenAI-compatible interfaces.
KorroAi/drunk-claude stands out with a Growth Score of 15.67 and 104 stars, presenting itself as an unfiltered and chaotic version of Claude Code that encourages wild ideas and creative thinking by turning off the filter after "three drinks."
Finally, TrenchesofChirac/claude-fable-5-free-desktop-app has gained attention with a Growth Score of 15.25 and 37 stars. This repository provides a free desktop app for accessing Claude Fable 5's large language model API, offering an agentic coding environment and token optimization bypass.
These projects highlight the diverse applications of LLMs across educational tools, research aids, creative writing platforms, and specialized AI services, catering to various user needs and preferences.