I just have a workspace that I use for random chats and analysis and use that for all “chat” things! But, both short & long term we will have a happy path for this.
AUTOMATION
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Claude Skills Context Engineering: 3-Layer System for Hundreds of Skills
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Context engineering in Claude Skills is GENIUS! Skills use a 3-layer context management system that lets it use 100s of skills without hitting context limits. Here's how it works: > Layer 1: Main Context – Always loaded, it contains the project configuration. > Layer 2: Skill Metadata – Comprises only the YAML frontmatter, about 2-3 lines (< 200 tokens). > Layer 3: Active Skill Context – SKILL. md files and associated documentation are loaded as needed. Supporting files like scripts and templates aren't pre-loaded but accessed directly when in use, consuming zero tokens. This architecture supports hundreds of skills without breaching context limits. The article below is a complete guide to 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱, hooks, skills, agents, and permissions, and how to set them up properly. Akshay 🚀 (@akshay_pachaar) x.com/i/article/203496196714… — https://nitter.net/akshay_pachaar/status/2035341800739877091#m
→ View original post on X — @akshay_pachaar, 2026-04-03 08:07 UTC
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Organizational Leverage Through Human-Agent Coordination Context
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Fascinating from the legal perspective, but the implications on organizational design cross over into every industry. “Leverage is no longer about how much one organization can produce; it’s found in how much context people, teams, and institutions can coordinate across humans and agents” Gabe Pereyra (@gabepereyra) x.com/i/article/203973340086… — https://nitter.net/gabepereyra/status/2039735237165404292#m
→ View original post on X — @paulroetzer, 2026-04-03 08:01 UTC
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Napoleon Planner for Overthinking Decisions
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Steal this mega prompt to turn Claude into your personal Napoleon Rapid Execution Planner: Just describe your goal, project, or decision you've been overthinking, delaying, or
circling without moving on. Watch it strip away every reason for hesitation and rebuild your entire -
Master AI to automate your workflows or be left behind
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Si vous ne maîtrisez pas l’IA pour automatiser vos workflows, vous serez rapidement balayé.
— Michel Levy Provençal (@mikiane) 3 avril 2026
Extrait de mon interview avec @Alex_Tsico pic.twitter.com/opbj2LjPLHIf you don't master AI to automate your workflows, you will quickly be swept away. Excerpt from my interview with @Alex_Tsico [Translated from EN to English]
→ View original post on X — @alex_tsico, 2026-04-03 07:00 UTC
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Kardex Cube-Based Automation Enhances Smart Storage Throughput
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Smarter Storage: Kardex Boosts Throughput with Cube-Based #Automation
— Ronald van Loon (@Ronald_vanLoon) 3 avril 2026
via @WevolverApp#Robotics #Engineering #Innovation #Technology pic.twitter.com/wUrnJR4PKSSmarter Storage: Kardex Boosts Throughput with Cube-Based #Automation
via @WevolverApp #Robotics #Engineering #Innovation #Technology -
Vibecoding plus agents automate testing for solid product delivery
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Vibecoding makes the building part easy –
— AI Breakfast (@AiBreakfast) 3 avril 2026
but now Agents can test your build's full functionality and find out where it breaks, so you ship a solid product from the jump.
Most QA teams are drowning in test case debt and spending more time maintaining scripts than actually… pic.twitter.com/cWCBDI3cLlVibecoding makes the building part easy – but now Agents can test your build's full functionality and find out where it breaks, so you ship a solid product from the jump. Most QA teams are drowning in test case debt and spending more time maintaining scripts than actually
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Using smux to Orchestrate Claude Code and Codex in One Terminal
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You can now make Claude Code and Codex talk with one terminal.
— AlphaSignal AI (@AlphaSignalAI) 3 avril 2026
smux is a tmux setup that lets Claude Code and Codex read, type, and trigger keys across panes.
That means two tools can pass work back and forth, reply inside the same workspace, and collaborate without APIs.
It… pic.twitter.com/IJMwp68eU8You can now make Claude Code and Codex talk with one terminal. smux is a tmux setup that lets Claude Code and Codex read, type, and trigger keys across panes. That means two tools can pass work back and forth, reply inside the same workspace, and collaborate without APIs. It
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BORG 01: Next-Generation Autonomous Logistics Demonstration
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BORG 01: Next-Generation #Autonomous #Logistics Demonstration
— Ronald van Loon (@Ronald_vanLoon) 3 avril 2026
by @borgrobotic
#Robotics #MachineLearning #ArtificialIntelligence #Innovation #Technology pic.twitter.com/Dft2G0yHiYBORG 01: Next-Generation #Autonomous #Logistics Demonstration
by @borgrobotic #Robotics #MachineLearning #ArtificialIntelligence #Innovation #Technology -
Hermes LLM Outperforms Claw for Automation Systems
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I'd go with @NousResearch
's Hermes. Everyone is saying it's better than the Claw, including a guy working for me building automation systems for me. He switched last weekend and hasn't looked back.