Prompt Engineering

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The Shibboleth Effect: Auditing the Cross-Lingual Distributional Skew of Large Language Models

 💬LLMs  Content type: Academic
arxiv.org·

ashp15205/guardian-runtime: A zero-latency, local-first runtime firewall for LLMs. Intercept every prompt and response locally to stop data leaks and runaway token costs.

 ⌨️CLI Tools  Content type: Code
github.com··Hacker News

Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning

 💡AI Reasoning  Content type: Academic
arxiv.org·

Evaluating Advanced Prompting on Gemini Flash for Multi-Hop Biomedical QA

 💡AI Reasoning  Content type: Academic
arxiv.org·

tigerless-labs/cost-xray: See what Claude Code and Codex actually send to the API — and what each part costs.

 ⌨️CLI Tools  Content type: Code
github.com··Hacker News

Supervision versus Demonstration-Based In-Context Learning for Multiword Expression Classification

 💬LLMs  Content type: Academic
arxiv.org·

AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals

 📶Communications  Content type: Academic
arxiv.org·

jianzhichun/permafrost: Freeze Claude Code's prompt prefix so DeepSeek's automatic cache always hits — alignment proxy + coalescing + keepalive, installable as a CC plugin. Measured 64% cheaper on real Claude Code traffic.

 🦀Rust  Content type: Code
github.com··Hacker News

A Komi-Yazva--Russian Parallel Corpus and Evaluation Protocol for Zero- and Few-Shot LLM Translation

 🧠LLM  Content type: Academic
arxiv.org·

Operationalizing Linguistic Methods through Prompt-Engineering Skills: An Automatic Chinese Web Neologism Detection Pipeline

 💬LLMs  Content type: Academic
arxiv.org·

manavgup/context-analyzer: Context window usage analyzer for Claude Code — MCP server + interactive dashboard

 📊Data Visualization  Content type: Code
github.com··Hacker News

Solving Zebra Puzzles Using Constraint-Guided Multi-Agent Systems

 💡AI Reasoning  Content type: Academic
arxiv.org·

Tejas-TA/predikit: The missing bridge between your ML models and your AI agents.

 💬LLMs  Content type: Code
github.com··Hacker News

From Symbolic to Geometric: Enabling Spatial Reasoning in Large Language Models

 💬LLMs  Content type: Academic
arxiv.org·

wastedcode/truecast: The expert teammates Claude Code doesn't ship with

 ⌨️CLI Tools  Content type: Code
github.com··Hacker News

patriceckhart/zot: Yet another coding agent harness, lightweight and written in go.

 ⌨️CLI Tools  Content type: Code
github.com··Hacker News

TjWheeler/deep-memory: A GraphRAG implementation with a Vocabulary system to optimise AI integration

 🤖AI  Content type: Code
github.com··Hacker News

desplega-ai/claude-bridge: A simple `claude -p` bridge, drop-in replacement

 ⌨️CLI Tools  Content type: Code
github.com··Hacker News

tryskilly/skilly: Skilly : A voice-first AI tutor that watches your screen

 💻Full Stack Development  Content type: Code
github.com··Hacker News

AIchain Skill: A Prompt as a Reusable Object

 🗄️Vector Databases  Content type: Code
github.com··DEV

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