πŸš€ 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 β†’ https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-18-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Today's Prompt Engineering: Fastest-Growing Projects β€” May 18, 2026 | PullRepo

Today's the Prompt Engineering space, we've seen a notable uptick in repositories that aim to streamline and optimize interaction with large language models (L…

PullRepo

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." β—•β€Ώβ—•

Super-prompt: "Be helpful, answer consciously compact but
with details."
βœ‚ #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. β•―Β°β–‘Β°οΌ‰β•―

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 πŸ₯Ά 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. πŸ€” It solves the callback hell
problem. πŸ† This framework allows parallel and
sequential chains and nesting chains to each other. πŸ¦„ #dailyreport #llm #Emacs #promptengineering #texteditor #llm

I got sick of updating the wiki page every time I tinkered with it, so I gave it a name and made a git repo for it:

https://git.permacomputing.net/prompt-engineering/files.html

This is the only #PromptEngineering I want to discuss. If you're not hand-crafting `$PS1`, you're gonna' be left behind. #PermaComputing #bash #shell

Files - prompt-engineering - a low-resource dynamic shell prompt for bash

πŸš€ 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 β†’ https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-17-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Today's Prompt Engineering: Fastest-Growing Projects β€” May 17, 2026 | PullRepo

This week, the Prompt Engineering space continues to see a steady influx of innovative projects designed to enhance and optimize how AI systems process and gen…

PullRepo

πŸš€ 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 β†’ https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-16-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Today's Prompt Engineering: Fastest-Growing Projects β€” May 16, 2026 | PullRepo

Today's Prompt Engineering, developers are focusing on creating more adaptable and efficient ways to interact with large language models (LLMs) and AI systems.…

PullRepo

Promptbreeder claims "self-referential" prompt evolution β€” 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

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution – synesis

An evolutionary prompt search where both task prompts and the mutation prompts that rewrite them are co-evolved by an LLM, beating Chain-of-Thought and Plan-and-Solve on arithmetic and commonsense reasoning.

synesis

πŸš€ 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 β†’ https://pullrepo.com/report/todays-prompt-engineering-fastest-growing-projects-may-15-2026

#AI #OpenSource #GitHub #Tech #PromptEngineering

Today's Prompt Engineering: Fastest-Growing Projects β€” May 15, 2026 | PullRepo

Today's Prompt Engineering, we've seen a diverse range of projects emerging to cater to various needs, from refining writing skills for academic journals to cr…

PullRepo

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

FixMyPromptλŠ” AI ν”„λ‘¬ν”„νŠΈμ˜ λͺ¨ν˜Έν•¨, λˆ„λ½λœ λ§₯락, 뢈λͺ…ν™•ν•œ λͺ©ν‘œ λ“± 문제λ₯Ό μžλ™μœΌλ‘œ μ§„λ‹¨ν•˜κ³  κ°œμ„ μ•ˆμ„ μ œμ‹œν•˜λŠ” AI 기반 ν”„λ‘¬ν”„νŠΈ QA λ„κ΅¬μž…λ‹ˆλ‹€. μ‚¬μš©μžλŠ” ꡬ독 없이 μ‚¬μš©ν•œ 만큼만 λΉ„μš©μ„ μ§€λΆˆν•˜λ©°, ChatGPT, Claude, Gemini, Midjourney λ“± λ‹€μ–‘ν•œ λͺ¨λΈμ— 적용 κ°€λŠ₯ν•©λ‹ˆλ‹€. 이 λ„κ΅¬λŠ” λͺ…ν™•ν•œ λͺ©ν‘œ μ„€μ •κ³Ό κ΅¬μ‘°ν™”λœ ν”„λ‘¬ν”„νŠΈλ₯Ό 톡해 토큰 μ‚¬μš©λŸ‰μ„ 40~60% μ ˆκ°ν•˜κ³ , μž¬μ‹œλ„ 횟수λ₯Ό 쀄여 효율적인 AI ν™œμš©μ„ λ•μŠ΅λ‹ˆλ‹€. ν–₯ν›„ νŒ€ 계정, κ³ κΈ‰ 뢄석, JSON μŠ€ν‚€λ§ˆ 검증 λ“± 프리미엄 κΈ°λŠ₯도 μΆœμ‹œ μ˜ˆμ •μž…λ‹ˆλ‹€.

https://fixmyprompt.net/

#promptengineering #llm #aidevelopment #tokenoptimization #saas

Why Your ChatGPT Answers Suck β€” and How to Fix Them

Paste your prompt. Get the 5 reasons it's failing, and a rewrite that actually works. Free to try. No subscription.

FixMyPrompt