📬 AI Daily Digest · 2026-05-18
🔬 New AI Craft
1. Semble — Code Search for AI Agents, 98% Fewer Tokens
A fast and accurate code search tool specifically designed for AI agents. It significantly reduces token usage by approximately 98% compared to traditional grep and read methods, making it highly efficient for agentic workflows.
https://github.com/MinishLab/semble
2. codegraph — Pre-indexed Knowledge Graph for AI Coding
This tool builds a pre-indexed code knowledge graph that works seamlessly with Claude Code, Codex, and Cursor. By operating 100% locally, it reduces token consumption and tool calls while providing AI models with a structured understanding of complex codebases.
https://github.com/colbymchenry/codegraph
3. CLI-Anything — Making All Software Agent-Native
An innovative framework aimed at making all software and command-line tools "agent-native." It allows AI agents to interact with existing CLI tools through a unified, optimized interface, bridging the gap between legacy software and modern AI automation.
https://github.com/HKUDS/CLI-Anything
🛠️ Tools & Tips
1. tech-leads-club/agent-skills — Secure Registry for AI Agent Skills
A secure and validated registry for professional AI agent skills. It provides a trusted platform to extend the capabilities of tools like Claude Code and Cursor, ensuring that integrated skills are both reliable and safe for production environments.
https://github.com/tech-leads-club/agent-skills
2. scientific-agent-skills — Specialized Skills for Research and Analysis
A comprehensive collection of ready-to-use skills tailored for specialized fields such as research, science, engineering, and financial analysis. These skills empower AI agents to perform complex technical tasks with higher precision.
https://github.com/K-Dense-AI/scientific-agent-skills
⭐ Open Source Highlights
1. agents-towards-production — A Guide to Deploying Production-Grade Agents
A code-first guide that provides end-to-end tutorials for deploying production-grade GenAI agents. It covers the entire lifecycle from initial prototyping to enterprise-level deployment, offering practical insights into building robust and scalable AI systems.
https://github.com/NirDiamant/agents-towards-production
2. shannon — Autonomous AI White-Box Pentesting
An autonomous AI penetration testing tool designed to secure web applications and APIs. It analyzes source code to identify attack vectors and executes real exploits to validate vulnerabilities before they can be exploited in production.
https://github.com/KeygraphHQ/shannon
3. openhuman — Local AI Super Intelligence
A locally hosted, private AI assistant designed for personal use. It prioritizes privacy and simplicity, allowing users to run a powerful "super intelligence" on their own hardware without relying on cloud-based providers.
https://github.com/tinyhumansai/openhuman
📰 Industry News
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🚀 Major Releases
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