OpenBMB

62 mods across 4 repositories, 32k stars between them.

OpenBMB/MiniCPM

Skill Claude CodeCodex needs its repo

ArcLight is a lightweight C/C++ LLM inference framework for unified-memory systems. The recommended path is to build from source, then run a GGUF model with al-gen, al-chat, or al-ppl.

not rated 12k +84 changed 1mo ago A SkillSpector: pass 0 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Run MiniCPM5-1B or MiniCPM5-2B with llama.cpp using the released GGUF artifacts (F16 / Q80 / Q4KM). Use when the user wants CPU-only / consumer-GPU / cross-platform native deployment, asks for "llama.cpp", "llama-cli", "llama-server", "GGUF", or has no Python available.

not rated 12k +84 changed 1mo ago A SkillSpector: warn 95 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Run MiniCPM5-1B or MiniCPM5-2B in LM Studio (desktop GUI) using either the GGUF runtime (cross-platform) or the MLX runtime (Apple Silicon, faster). Includes OpenAI-compatible local server. Use when the user mentions "LM Studio", desktop GUI inference, "lms" CLI, or wants a no-code chat UI for MiniCPM5.

not rated 12k +84 changed 1mo ago A SkillSpector: warn 93 tokens original Apache-2.0

minicpm5-deploy-mlx

04

OpenBMB/MiniCPM

Skill Claude CodeCodex

Run MiniCPM5-1B or MiniCPM5-2B natively on Apple Silicon with Apple's MLX framework. Use when the user has an Apple Silicon Mac and asks for "MLX", "mlxlm", "mlxlm.convert", "mlxlm.generate", or wants the fastest path on Apple Silicon.

not rated 12k +84 changed 1mo ago A SkillSpector: warn 78 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Run MiniCPM5-1B or MiniCPM5-2B via Ollama on macOS / Linux laptop using the released GGUF. Use when the user wants "ollama run", "ollama pull", a Modelfile-driven setup, or one-line laptop deployment.

not rated 12k +84 changed 1mo ago D SkillSpector: warn 69 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Serve MiniCPM5-1B or MiniCPM5-2B via SGLang as an OpenAI-compatible HTTP server with RadixAttention prefix cache and built-in MiniCPM5 tool-call parsing. Use when the user asks for "SGLang", "RadixAttention", "prefix cache", batch evaluation, tool calling, or wants a high-concurrency NVIDIA-GPU server alternative to…

not rated 12k +84 changed 1mo ago A SkillSpector: warn 96 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Run MiniCPM5-1B or MiniCPM5-2B with Hugging Face Transformers for one-shot Python generation on GPU (bfloat16) or CPU (float32). Use when the user wants a quick Python script, no server, no extra deps, or asks for "Transformers", "AutoModelForCausalLM", "model.generate" with MiniCPM5.

not rated 12k +84 changed 1mo ago A SkillSpector: pass 90 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Serve MiniCPM5-1B or MiniCPM5-2B via vLLM as an OpenAI-compatible HTTP server. Use when the user wants high-throughput production serving on NVIDIA GPU, asks for "vLLM", "OpenAI server", "REST API for MiniCPM5", or "production deployment".

not rated 12k +84 changed 1mo ago A SkillSpector: warn 78 tokens original Apache-2.0

minicpm5-deploy

09

OpenBMB/MiniCPM

Skill Claude CodeCodex

Pick the right inference backend for a MiniCPM5-1B or MiniCPM5-2B checkpoint and route to a backend-specific cookbook skill. Use when the user wants to deploy / serve / chat-with / benchmark a MiniCPM5 model and has not yet committed to a specific engine, or when they say "deploy MiniCPM5", "run MiniCPM5", "serve…

not rated 12k +84 changed 1mo ago A SkillSpector: warn 109 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

A workflow for fine-tuning MiniCPM5-1B and converting the result into a GGUF LoRA adapter. GGUF is a model file format used by tools such as llama.cpp, llama-server, and some desktop apps.

not rated 12k +84 28d ago A SkillSpector: pass 130 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Fine-tune MiniCPM5-1B or MiniCPM5-2B with LLaMA-Factory (YAML-driven SFT / DPO / WebUI). Use when the user wants to fine-tune via LLaMA-Factory, llamafactory-cli, mentions YAML configs, WebUI, or asks for the most-documented community framework.

not rated 12k +84 changed 1mo ago A SkillSpector: pass 88 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Fine-tune MiniCPM5-1B or MiniCPM5-2B with ms-swift or Megatron-SWIFT. Use when the user mentions "ms-swift", "swift sft", "swift rlhf", or "megatron sft". MiniCPM5-1B uses the PyPI release with --template minicpm5; MiniCPM5-2B requires ms-swift>=4.6.0.dev0 with --template minicpm52b. Both use --modeltype llama.

not rated 12k +84 changed 27d ago A SkillSpector: warn 129 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Fine-tune MiniCPM5-1B or MiniCPM5-2B with bare-metal TRL + PEFT, including assistant-only loss via a chat-template patch. Use when the user wants minimal Python, no YAML, full control, or asks for "TRL", "SFTTrainer", "PEFT", "LoraConfig", "assistantonlyloss".

not rated 12k +84 changed 1mo ago A SkillSpector: pass 86 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Fine-tune MiniCPM5-1B or MiniCPM5-2B with unsloth for tight-VRAM single-GPU LoRA / QLoRA. Use when the user wants "unsloth", "FastLanguageModel", QLoRA on a 24 GB consumer GPU, or asks for the smallest VRAM footprint.

not rated 12k +84 changed 1mo ago A SkillSpector: pass 82 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Fine-tune MiniCPM5-1B with xtuner (mmengine config-driven SFT). Use when the user mentions "xtuner", "mmengine", InternLM's training framework, or wants config-file-driven training.

not rated 12k +84 28d ago A SkillSpector: pass 58 tokens original Apache-2.0

minicpm5-finetune

16

OpenBMB/MiniCPM

Skill Claude CodeCodex

Pick the right fine-tuning framework for a MiniCPM5-1B base checkpoint and route to a framework-specific cookbook skill. Use when the user wants to SFT / LoRA / DPO / continue-pretrain MiniCPM5 and has not yet committed to a specific framework, or when they say "fine-tune MiniCPM5", "train MiniCPM5", "MiniCPM5 微调"…

not rated 12k +84 changed 1mo ago A SkillSpector: pass 111 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Deploy MiniCPM5-2B with vLLM on Huawei Ascend NPU using vLLM-Ascend. Use when the user mentions vLLM-Ascend, Ascend NPU, Huawei Ascend, CANN, torchnpu, davinci devices, or wants an OpenAI-compatible MiniCPM5 server on Ascend hardware.

not rated 12k +84 28d ago A 87 tokens original Apache-2.0

OpenBMB/MiniCPM

Skill Claude CodeCodex

Run MiniCPM5-2B or MiniCPM5-1B on-device with Google's LiteRT-LM runtime — the litert-lm CLI or its OpenAI-compatible server on a desktop, the Kotlin API or the AI Edge Gallery app on Android, the same .litertlm bundle on CPU or GPU. Use when the user says "LiteRT", "LiteRT-LM", "litertlm", ".litertlm", "Android"…

not rated 12k +84 28d ago A 121 tokens original Apache-2.0

audit-report

19

OpenBMB/PilotDeck

Command Claude Code

A command that shows a summary of the current session’s audit log, which records activity for review.

not rated 4.7k +671 yesterday A 0 tokens AGPL-3.0

1password

20

OpenBMB/PilotDeck

Skill Claude CodeCodex

Set up and use 1Password CLI for sign-in, desktop integration, and reading or injecting secrets.

not rated 4.7k +671 yesterday A SkillSpector: pass 24 tokens AGPL-3.0

apple-notes

21

OpenBMB/PilotDeck

Skill Claude CodeCodex

Create, view, edit, delete, search, move, or export Apple Notes via the memo CLI on macOS.

not rated 4.7k +671 yesterday A SkillSpector: pass 28 tokens AGPL-3.0

apple-reminders

22

OpenBMB/PilotDeck

Skill Claude CodeCodex

List, add, edit, complete, or delete Apple Reminders and reminder lists via remindctl.

not rated 4.7k +671 yesterday A SkillSpector: pass 24 tokens AGPL-3.0

audio-transcription

23

OpenBMB/PilotDeck

Skill Claude CodeCodex

Transcribe a project-local audio recording, generate subtitles, analyze a recording, or produce meeting notes from audio using local FunASR.

not rated 4.7k +671 changed 14d ago A SkillSpector: pass 31 tokens AGPL-3.0

bear-notes

24

OpenBMB/PilotDeck

Skill Claude CodeCodex

Create, search, and manage Bear notes via grizzly CLI.

not rated 4.7k +671 yesterday A SkillSpector: pass 17 tokens AGPL-3.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: