I would say use Hermes Agent if you are non-technical and don't even bother with OpenClaw.
TOOLS
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SHINE: Hypernetwork Generates LoRA Adapters from Context Instantly
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What if LLMs could instantly absorb new context directly into their parameters? Researchers from Peking University, University of Oxford, Technion, and NVIDIA present SHINE! SHINE is an innovative hypernetwork that, in a single pass, generates high-quality LoRA adapters directly from diverse contexts. This effectively bakes temporary contextual knowledge into the LLM’s core parameters, turning it into lasting skill without any traditional fine-tuning. It smartly reuses the LLM's own frozen parameters for efficiency. This breakthrough dramatically cuts down on time, computation, and memory costs compared to supervised fine-tuning (SFT). SHINE outperforms SFT across various tasks, especially in complex question answering by embedding knowledge directly, offering outstanding performance and massive scalability potential. SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass arXiv: arxiv.org/abs/2602.06358 GitHub: github.com/Yewei-Liu/SHINE Hugging Face: huggingface.co/collections/Y… Our report: mp.weixin.qq.com/s/sy1L2RoWu… 📬 #PapersAccepted by Jiqizhixin
→ View original post on X — @jiqizhixin, 2026-04-06 01:11 UTC
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Hermes Agent Generates 3Blue1Brown Style Math Animations Automatically
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🚨 ESTO ES UNA LOCURA ABSOLUTA
— Erick (@ErickSky) 6 avril 2026
Ahora le dices a Hermes Agent un concepto matemático cualquiera… y te genera una animación exacta estilo 3Blue1Brown en segundos.
Esto democratiza el contenido educativo de nivel élite.
El futuro de enseñar (y aprender) ya llegó. https://t.co/FAvGi2c7Rq🚨 THIS IS ABSOLUTELY INSANE Now you just tell Hermes Agent any mathematical concept… and it generates an exact 3Blue1Brown-style animation in seconds. This democratizes elite-level educational content. The future of teaching (and learning) is already here. — Nous Research (@NousResearch) Introducing the Manim skill for Hermes Agent. Manim is an engine for creating precise programmatic animations for mathematical and technical explainers, made famous by the @3blue1brown channel. [Video] — https://nitter.net/NousResearch/status/2040931043658567916#m [Translated from EN to English]
→ View original post on X — @scobleizer, 2026-04-06 00:54 UTC
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Perfect OpenClaw Setup: Essential Files and Folder Structure Guide
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Most people install OpenClaw, connect a channel, and never touch the workspace folder.
— Corey Ganim (@coreyganim) 6 avril 2026
That's like hiring an employee and never giving them a job description.
The 80/20 of a perfect setup:
1. AGENTS.md is your highest-leverage file. Core directives, hard rules, tool… https://t.co/q0otzVtSxc pic.twitter.com/JWdGPcUPLwMost people install OpenClaw, connect a channel, and never touch the workspace folder. That's like hiring an employee and never giving them a job description. The 80/20 of a perfect setup: 1. AGENTS.md is your highest-leverage file. Core directives, hard rules, tool instructions. Keep it under 300 lines. 2. Three identity files: IDENTITY.md (who the agent is), USER.md (who you are), SOUL.md (how it communicates). 3. Skills folder: one SKILL.md per workflow. Meeting prep, content writing, email drafts. Each one turns a 20-minute task into a single command. 4. Memory folder: daily logs at memory/YYYY-MM-DD.md. Without this, every session starts from zero. 5. .secrets folder: API tokens go here, never in AGENTS.md. Gitignore it. 6. HEARTBEAT.md: controls what your agent does on scheduled check-ins. This is how you make it proactive. Get AGENTS.md right first. Everything else is optimization. Full guide below. Corey Ganim (@coreyganim) x.com/i/article/203606620216… — https://nitter.net/coreyganim/status/2036070952987988290#m
→ View original post on X — @ceobillionaire, 2026-04-06 00:07 UTC
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NousCoder-14B: Revolutionary Open-Source Coding Model
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Nous Research's NousCoder-14B is an open-source coding model landing right in the Claude Code moment venturebeat.com/technology/n… [Translated from EN to English]
→ View original post on X — @craigbrownphd, 2026-04-06 00:02 UTC
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Ask Grok Available Exclusively for Premium and Premium+ Subscribers
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Ask Grok is currently available only to Premium and Premium+ subscribers. Subscribe to unlock this feature:
https://x.com/i/premium_sign_up?referring_page=grok-post-2040940870568935603
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Exec Tool Configuration Issue Troubleshooting
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weird, is the exec tool not enabled? config issue?
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OpenClaw Launches Native Video Generation with Multiple AI Providers
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The next version of @OpenClaw comes with native video generation. To start, I added support for the following companies: – Alibaba – BytePlus – fal – Google – MiniMax – OpenAI – Qwen – Together – xAI docs.openclaw.ai/tools/video…