Havuz

AIが書いた日本語を推敲するスキル yomiyasu を、スキルの大きさに上限がある環境向けに短くしたスキル（SKILL.md 18,000字以下）

Runs Hugging Face ONNX models on any Nx backend, with no per-architecture code

Xing4.0-29B-Intent - schema-guided intent recognition and structured information extraction (intent and slot filling, entity, relation and e

Train JEV-style System 1 decision models on Qwen3.5 and Qwen3.8-27B: 24-slot decision head, KL distillation, calibration and serving. 在 Qwen

Fold look-alike CJK glyphs (Kangxi radicals, CJK radical supplements) so text extracted from PDFs matches again.

🎙️ Real-Time Multi-Modal Speech Telemetry & Acoustic DSP Engine (FastAPI, Python 3.11, Autocorrelation Pitch, FFT Spectral Energy & Lexical

A curated corpus of Nigerian legal texts, including the 1999 Constitution and selected Acts, cleaned and structured for information retrieva

yomiyasu, Codex, Claude Code ve Cursor gibi agent ortamlarında AI tarafından üretilen Japonca metinleri daha doğal ve okunabilir kılmaya yönelik bir Agent Skill sunuyor.

Neden yükseliyor · Bir günlük repo yaşına karşılık 625 yıldız, dikkat çekici erken ilgiye işaret ediyor. Ancak bu ilginin kullanıcı benimsemesine dönüşüp dönüşmediği bilinmiyor; son 28 günde 2 commit ve 1 farklı yazar, bakım ve topluluk katkısı için henüz güçlü kanıt oluşturmuyor.

A decision model that returns calibrated answers to yes/no, choice, score and multi-label questions.

Classify text in PHP without an LLM bill: typed decisions in 100+ languages, self-hosted. Laravel-ready SDK for Laya, a Jev AI alternative.

Asking for What Was Never Requested: horizontal and vertical proactivity in LLM agents. Need-graph metrics (no LLM judge) and Q&D, which tra

日本語の文章から「AI 臭さ」を機械的に拾う Rust 製の Linter

Quirón, Claude Code, Codex ve Cursor için metni AI yazım kalıplarına göre düzenleyen ve değişikliği ölçen bir agent skill’idir.

Neden yükseliyor · Beş günlük bir repoda 49 yıldız ve son 28 günde 42 commit dikkat çekiyor. Ancak farklı yazar sayısının 1 olması, aktivitenin tek bir geliştiricide toplandığını gösteriyor; yükselişin nedeni veya kullanıcı benimsemesi hakkında daha güçlü kanıt yok.

Best Open Source NLP LLM Fine-Tuning Trainer Framework 2026

AdalFlow Alternative 2026: Auto-Optimize LLM Apps Without Code

VedAnvaya — an evidence-led digital atlas for reading, exploring, hearing, questioning, and navigating connections across the Vedic corpus.

Text extraction with Jev: field extraction, PII detection and exact quotes, built on TypeSafe's Jev.

Research project on bilingual Urdu-English retrieval-augmented generation for Pakistani government and legal documents, with OCR, hybrid ret

High-performance neural networks engine for web, built on top of TypeGPU

中国法律法规与案例结构化语料库：446 部法律/司法解释逐条 JSON（含效力状态）+ 278 指导性案例 + 445 公报案例，CC0

Hybrid rule-based and context-aware LLM evaluation system for Chinese-to-Japanese game localization QA.

Zero-cost epistemic uncertainty quantification & hallucination detection for LLMs (90,000x faster than Semantic Entropy)

Build & Auto-Optimize LLM Apps in 2026: The Ultimate AdalFlow Guide

Master LLM Fine-Tuning Trainer 2026: Advanced NLP Optimization Toolkit

Translate between English and Claudish with tiny ProgramAsWeights functions.

Wenshu（文枢）— 面向人文社科研究的 AI 知识处理工作流：本地知识库 / RAG / 中文引文 / 理论谱系。AI knowledge workflow for humanities & social sciences: local knowledge base, RAG

日本語文書の自然さと読みやすさを再現可能に診断するRust CLI / Deterministic diagnostics for natural and readable Japanese writing

Remove AI text watermarks (SynthID-Text, KGW, Unigram) by regenerating text from its meaning — scheme-blind, runs on local models, every cla

A consistent, fair, benchmark for structured extraction.

Prepackaged medical pronunciation dictionary for voice AI TTS engines. 960+ drug names, clinical terms, anatomical terms, and medical acrony

工厂本体驱动的数据问答框架（开源，Apache-2.0）：把中小企业台账/MES/ERP 变成可自然语言问答的语义知识图谱。CSV进答案出，确定性规则引擎+本体GraphRAG+向量混合检索，本地化数据不出厂，换行业只换词典。

Privacy and security guardrails for Spring AI: request-scoped PII tokenization, least-privilege disclosure to tools, and tool authorization

AI-powered fake news detection system with multiple ML models and explainability.

Let your users ask your database anything, in their own words — safely. The model fills in a validated Query AST, never a query string, and

Teknofest 2026 Doğal Dil Ajanları Yarışması 1. Senaryo kapsamında geliştirilen, kamu sektörü için resmi evrak analizi ve taslak üretimi yapa

Local, per-sentence AI-text detection with pattern diagnostics — CLI + MCP server (DeBERTa-v3, RAID #1).

Hybrid recommender system + RAG chatbot for IT courses (FastAPI + Express/TS + PostgreSQL), with an independent Data Lakehouse module (Spark

SomNLP-Translate is an open, high-quality English–Somali parallel dataset designed to support research and development in machine translatio

A mental-model-first field guide to Audio AI — from raw waveforms to production voice systems. Covers ASR, TTS, audio classification, Transf

Python RAG-based chatbot for document Q&A using retrieval-augmented generation

Multilingual readability engine for Node.js/TypeScript - 86 languages, 17 formulas, TeX (Frank M. Liang) syllable counting. Zero runtime dep

natural-japanese, AI agent’ların iş amaçlı Japonca metinleri daha okunaklı yazıp gözden geçirmesine yardımcı olan bir Agent Skill ve lint araçları sunar.

Neden yükseliyor · 78 günde 1.748 yıldıza ulaşması, AI ile üretilen Japonca metinlerin niteliğine dönük ilginin güçlü olduğuna işaret ediyor; birden fazla agent ortamında kurulabilmesi de erişimini genişletiyor. Ancak bu ölçümler ilginin nedenini kanıtlamıyor; son 28 günde 5 commit ve 1 farklı yazar görülmesi de geliştirme faaliyetinin dar bir katkıcı çevresinde olduğunu gösteriyor.

Multilingual readability library for Rust - 86 languages, 17 formulas, TeX-based syllable counting via the Frank M. Liang algorithm. Byte-ac

Python SDK for LLM guardrails with safety classification, PII detection, prompt injection defense, and grounding checks. Protect AI applicat

The fastest lightweight, embeddable tiktoken-compatible Rust core.

A free, privacy-first tool that flags the tells of AI-generated writing, overused vocabulary, rhetorical crutches, robotic sentence rhythm a

Personal academic and research portfolio focused on AI, low-resource Urdu NLP, RAG systems, machine learning, and computer science.

Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process via FFI. Chat, streaming, embe

The open, machine-readable standard for the Somali language — orthography, grammar, terminology, translation, and AI/benchmark resources, as

LLM-free, layout-aware PDF chunking for RAG pipelines. Preserves document structure via regex and font heuristics. Written in pure Rust.