J‑Space Cognition Suite V3.6 adds a cognitive control layer to large models, fixing reasoning drift and task instability without fine‑tuning or weight changes. 📖 Introduction Large language models don’t usually fail because they “don’t know.” They fail because what they know quietly collapses during long tasks — constraints overflow, goals drift, retries loop endlessly, and … Read more
Rakazo is an open‑source Grok Bot alternative in TypeScript, offering self‑hosted AI agents with sandbox, memory, tasks, and multi‑agent orchestration. 📖 Introduction Most AI agent products are locked into proprietary hosting environments — models, sandboxes, and data all controlled by the platform. Rakazo changes that. Written in TypeScript, Rakazo is a self‑hosted Grok Bot alternative … Read more
it’s not a tutorial, but a source‑anchored architecture book built directly on the pi repository’s packages/agent. Let’s break down why it matters. The pi‑book project is a very unusual and ambitious effort: it’s not a tutorial, but a source‑anchored architecture book built directly on the pi repository’s packages/agent. Let’s break down why it matters. 🔎 … Read more
This project — xiaoma-durex-copywriter — is fascinating because it takes one of the most iconic case studies in Chinese advertising (Durex’s golden era, 2011–2017) and turns it into a Claude Skill you can directly call inside Claude Code / Claude.ai. Let’s break down its significance: 🔎 Core Idea The tool isn’t about “dirty jokes.” The … Read more
Here’s the English version of the blog post you drafted about the UP Project (人生进阶指南): 🌟 Life Advancement Guide: From English to Systematic Growth On GitHub, there’s a hugely popular open‑source project with nearly 58,000 stars — UP. It was originally called “Ridiculous English Learning Guide”, but today it has grown far beyond language learning … Read more
The project you shared — Stickman Video Director — is essentially a Codex skill designed to transform any text into a well‑directed, one‑minute stickman animation video. Its value lies in solving the common problem of AI‑generated videos being static, incoherent, or lacking cinematic flow. Why It’s DifferentDirector’s proposal first: Instead of throwing text straight into … Read more
WarpFix is an AI-powered tool that automatically detects, analyzes, and fixes CI/CD pipeline failures — generating safe patches, validating them in sandboxes, and opening pull requests without developer intervention. It’s essentially a “self-healing” CI agent that reduces downtime and repetitive debugging in software projects. What WarpFix DoesFailure detection: Monitors CI pipelines (GitHub Actions, GitLab CI, … Read more
License: MIT · Language: Rust 🔗 https://github.com/Hmbown/CodeWhale 🌐 https://codewhale.net/ What Is It? An open-source, community-driven coding agent harness (a terminal-based Agent runtime). Initially built with a DeepSeek-native experience in mind, it has evolved into a universal harness where you can bring your own model and get straight to work. What Problem Does It Solve? Developers … Read more
Season 2 Point System The point system for Season 2 (Aster Genesis: Stage 2) rewards users for various activities on the Aster decentralized perpetuals exchange. Points (likely Rh and Au points, consistent with earlier campaigns) determine your $ASTER token allocation. You can earn points through: Register Steps: Visit the Aster exchange. Click the button and … Read more
To make a profit on Polymarket, you can leverage its unique structure as a decentralised prediction market where participants trade contracts based on the outcomes of future events. Here’s how to approach making a profit: 1. Understanding the Core Profit MechanismOn Polymarket, shares reflect the likelihood of future events. Most markets have a “Yes” or … Read more