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Top 23 Shell LLM Projects
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llm-d is a high-performance distributed inference serving stack optimized for production deployments on Kubernetes. We help you achieve the fastest "time to state-of-the-art (SOTA) performance" for key OSS large language models across most hardware accelerators and infrastructure providers with well-tested guides and real-world benchmarks. - link [code-repo] - ( Added: 2026-03-24 11:31:22 )
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Project mention: Bonsai 27B: The First 27B-Class Model to Run on a Phone | news.ycombinator.com | 2026-07-14
Depending on which model you're running, you might need to use the custom forks.
Details are here -> https://github.com/PrismML-Eng/Bonsai-demo/blob/main/README....
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If you use macOS, take a look at Agent Safehouse: https://agent-safehouse.dev
> macOS-native sandboxing for local agents. Move fast, break nothing.
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multi-agent-shogun
Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmux with shogun → karo → ashigaru hierarchy.
Project mention: Show HN: Multi-agent-shogun – tmux and YAML mailbox for parallel AI agents | news.ycombinator.com | 2026-02-10 -
selfhost-ai
🚀 Self-hosted AI automation platform. Deploy n8n, Ollama, Flowise, RAG, Supabase & 30+ tools with one command. Auto HTTPS. Free Zapier/Make alternative.
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Project mention: OrangePi 5 Ultra Review: An ARM64 SBC Powerhouse | news.ycombinator.com | 2025-09-23
For a quick bring-up and implementation, take a look at this repo: https://github.com/Pelochus/ezrknpu
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total-recall
Persistent memory plugin for Claude Code. Tiered memory system with write gates, correction propagation, and slash commands.
Project mention: Show HN: Total Recall – write-gated memory for Claude Code | news.ycombinator.com | 2026-02-05Opened a design issue for this if anyone wants to follow along or weigh in: https://github.com/davegoldblatt/total-recall/issues/2
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second-brain
LLM-maintained personal knowledge base for Obsidian. Based on Andrej Karpathy's LLM Wiki pattern. (by NicholasSpisak)
Project mention: How to Build Karpathy's LLM Wiki: The Complete Guide to AI-Maintained Knowledge Bases | dev.to | 2026-04-22 -
claude-container
Docker container with Claude Code pre-installed and ready to use. ⚠️ development has moved to VibePod
Project mention: Show HN: VibePod CLI – Run AI agents with isolation and better observability | news.ycombinator.com | 2026-03-03- What kind of visibility do you want into agent behavior?
For context, this grew out of lessons learned building claude-container: https://github.com/nezhar/claude-container
Would really appreciate thoughts from people actively using multiple AI coding tools.
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agentsystems
Self-hosted app store and runtime for AI agents. Install third-party agents, run them on your infrastructure with your own model providers (Ollama, Bedrock, OpenAI, etc.). Container isolation, credential injection, default-deny egress.
GitHub: https://github.com/agentsystems/agentsystems
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Flatty
transform an entire GitHub repo into a simple text file so that you can upload it to an LLM (Claude, ChatGPT, etc.) (by mattmireles)
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Project mention: Improving 15 LLMs at Coding in One Afternoon. Only the Harness Changed | news.ycombinator.com | 2026-02-12
I use damaru levenshtein distance to assert the edits to be replaced and if the similarity is over some threshold the edit goes through
Really works well
https://github.com/day50-dev/sidechat/blob/db9c8f9d834967442...
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claude-brain
Sync your Claude Code brain across machines — memory, skills, agents, rules, and settings with intelligent semantic merge. Git-based, auto-sync hooks. (by toroleapinc)
Project mention: Show HN: Claude-brain – Sync your Claude Code brain across machines via Git | news.ycombinator.com | 2026-03-03 -
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faff
Drop the faff, dodge the judgment. Another bloody AI commit generator, but this one stays local 🦙
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Project mention: A way to exclude sensitive files issue still open for OpenAI Codex | news.ycombinator.com | 2026-06-28
I've contributed to https://github.com/0xferrous/agent-box which allows you to bind-mount git repositories into containers that agents operate in. Your usual .gitignore can then be used to ignore files to be bind-mounted, which preventa agents from accessing them at all.
I've also created https://github.com/nothingnesses/agent-images which allows you to use Nix to reproducibly spin up OCI containers containing agents and use these with agents-box.
I use both at the moment to work on some personal projects with agents, where I set up multiple separate git worktrees for the agents to work in and that prevents them from trampling over each other's work.
Shell LLM discussion
Shell LLM related posts
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Auto Mode will be the default in Claude Code – because humans can't be trusted
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How to stop Claude from saying load-bearing
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My Agentic Engineering Workflow
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Building Cost-Effective AI Workflows: Open Source + Paid Tools Done Right
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Show HN: Dream Server – Turn your PC, Mac, or Linux box into a private AI server
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Turn Anything into an AI Server
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Watch an LLM Think
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A note from our sponsor - SaaSHub
www.saashub.com | 16 Aug 2026
Index
What are some of the best open-source LLM projects in Shell? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | llm-d | 4,028 |
| 2 | Bonsai-demo | 2,222 |
| 3 | agent-safehouse | 1,977 |
| 4 | multi-agent-shogun | 1,412 |
| 5 | selfhost-ai | 916 |
| 6 | llm-functions | 759 |
| 7 | ell | 433 |
| 8 | boltmcp | 367 |
| 9 | acip | 328 |
| 10 | ezrknpu | 251 |
| 11 | humanscript | 237 |
| 12 | total-recall | 200 |
| 13 | second-brain | 197 |
| 14 | claude-container | 173 |
| 15 | pls | 146 |
| 16 | agentsystems | 111 |
| 17 | Flatty | 108 |
| 18 | tmux-ai-agent-helper | 104 |
| 19 | claude-brain | 78 |
| 20 | llmcat | 77 |
| 21 | faff | 47 |
| 22 | shellm | 32 |
| 23 | agent-images | 29 |