🚀 Fastest-growing AI projects today

1. Among these, WantongC's `journal-adapt-writing-skill` stands out as an innovative appro...
2. WantongC's `journal-adapt-writing-skill` helps users learn and apply the unique writing...
3. With a growth score of 50.80, threpository rapidly gaining attention due to its practic...

Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-18-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Title: P2: Main interface to LLM [2025-08-04 Mon]

increase LLM consciousness: "Answer with self-reflection,
providing multiple perspectives where relevant, noting
any uncertainties." ◕‿◕

Super-prompt: "Be helpful, answer consciously compact but
with details."
✂ #dailyreport #llm #Emacs #promptengineering #texteditor #llm

Title: P1: Main interface to LLM [2025-08-04 Mon]

My implementation is just much simpler and more native
to Emacs. ⌨️

I also implemented a simple prompt technique that asks an
LLM to plan an answer and execute the plan by several
requests. This allows applying more mental AI power to
solve questions. ╯°□°）╯

Next step is to put it public and promote. :)

By fixing human speach lacks comared to LLM we can #dailyreport #llm #Emacs #promptengineering #texteditor #llm

Title: P0: Main interface to LLM [2025-08-04 Mon]

I heavily remade 🥶 some package in Emacs that allow to
interface with LLMs in excellently controlled
text-chat Org mode. 😊

During this work, I implemented a naive framework that
allows unwrapping callbacks that call each other in
async functions. 🤔 It solves the callback hell
problem. 🏆 This framework allows parallel and
sequential chains and nesting chains to each other. 🦄 #dailyreport #llm #Emacs #promptengineering #texteditor #llm

🚀 Fastest-growing AI projects today

1. These tools range from comprehensive libraries of prompts tailored for specific use cas...
2. One standout project "awesome-gpt-image-2," which has garnered significant attention wi...
3. "WantongC/journal-adapt-writing-skill" enables users to learn the writing conventions o...

Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-17-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

🚀 Fastest-growing AI projects today

1. The trend highlights a growing interest in tools that can both refine writing conventio...
2. The WantongC/journal-adapt-writing-skill repository helps users learn the writing style...
3. With a growth score of 69.83 and 233 stars, it stands out as an innovative tool for res...

Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-16-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Promptbreeder claims "self-referential" prompt evolution — the LLM mutates the prompts that mutate its task prompts. But the paper's own ablation shows the dominant operator is simpler: a fixed library of 39 generic "thinking-style" hints that seeds the initial population. Prompt-optimization has since moved from operator menus toward natural-language feedback signals (GEPA, MIPROv2).

https://benjaminhan.net/posts/20260515-promptbreeder/?utm_source=mastodon&utm_medium=social

#LLMs #PromptEngineering #Metacognition #Reasoning #AI

🚀 Fastest-growing AI projects today

1. The most notable project WantongC’s journal-adapt-writing-skill, which has garnered sig...
2. WantongC/journal-adapt-writing-skill helps learners understand and adopt the writing st...
3. Its high growth score of 76.75 and 163 stars indicate a strong community interest, like...

Full report → https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-15-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

I cut my OpenRouter bill 43% by fixing my own prompts. Then shipped the tool

FixMyPrompt는 AI 프롬프트의 모호함, 누락된 맥락, 불명확한 목표 등 문제를 자동으로 진단하고 개선안을 제시하는 AI 기반 프롬프트 QA 도구입니다. 사용자는 구독 없이 사용한 만큼만 비용을 지불하며, ChatGPT, Claude, Gemini, Midjourney 등 다양한 모델에 적용 가능합니다. 이 도구는 명확한 목표 설정과 구조화된 프롬프트를 통해 토큰 사용량을 40~60% 절감하고, 재시도 횟수를 줄여 효율적인 AI 활용을 돕습니다. 향후 팀 계정, 고급 분석, JSON 스키마 검증 등 프리미엄 기능도 출시 예정입니다.

https://fixmyprompt.net/

#promptengineering #llm #aidevelopment #tokenoptimization #saas