They are not designed for people to invoke them, although you can do so if you wish. Simply tell the model what you want to happen, and it will do the work to invoke the right skills for you.
AUTOMATION
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Opus best model for long tasks: autonomous execution tips
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Observation of many benchmarks showing that Opus is the best model for long tasks. Five tips for running Opus autonomously for hours/days: 1. Use automatic mode for permissions so that Claude does not ask for approval.
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EverOS and Skill Automation Through Use
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5. Skill Automatic Accumulation EverOS extracts common skills from real usage patterns and consolidates repetitive behaviors into reusable workflows. I find this the most interesting layer of memory: it’s not about making the agent "remember more," but about teaching it how to perform tasks by learning from past experiences.
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AI that creates AI: Launch of the RSI Lab
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AI that creates AI that creates AI: Launch of the RSI Lab https://
sakana.ai/rsi-lab-jp/ Sakana AI launches in Tokyo a research group dedicated to Recursive Self-Improvement (RSI), named 'RSI Lab'. RSI is the mechanism by which AI creates AI. -
Design loops that prompt agents instead of direct prompting
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Here’s your monthly reminder that you shouldn’t be prompting coding agents anymore. You should be designing loops that prompt your agents.
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Getting Smart With Virtual Assistants in Healthcare
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Getting Smart With Virtual Assistants in Healthcare
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @Scobleizer @AndrewYNg @drfeifei @KirkDBorne @fchollet @rowancheung @antgrasso -
AI crosses the threshold of recursive self-improvement
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AI has just crossed a threshold: recursive self-improvement. Models write the code that trains them, discover the algorithms that will make them better, design the chips that run them… The machine improves the machine, which will improve the machine.
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Hermes Agent distributes tasks between local agents and Claude Code/Codex
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Hermes Agent can do that for your setup.
— Shubham Saboo (@Saboo_Shubham_) 7 juin 2026
Direct small tasks to Local and open-source coding agents and bigger ones stay on Claude Code and Codex.
Hermes handles the handoff and everything is tracked natively in Hermes Kanban board. https://t.co/cR9Ai6l8ga pic.twitter.com/AmrbckT9JpHermes Agent can do that for your setup. Direct small tasks to Local and open-source coding agents and bigger ones stay on Claude Code and Codex. Hermes handles the handoff and everything is tracked natively in Hermes Kanban board.
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Agents doing tasks instead of a dialogue
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probably. it probably means your agents are doing tasks for you instead of doing a dialog..