CLI 工具
命令行工具
gguf-quantization
Orchestra-Research
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
distributed-llm-pretraining-torchtitan
Orchestra-Research
Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.
command-injection-testing
Ed1s0nZ
命令注入漏洞测试的专业技能和方法论
container-security-testing
Ed1s0nZ
容器安全测试的专业技能和方法论
mobile-app-security-testing
Ed1s0nZ
移动应用安全测试的专业技能和方法论
csrf-testing
Ed1s0nZ
CSRF跨站请求伪造测试的专业技能和方法论
cco-report
egorfedorov
Show detailed token ROI report across all tracked sessions
git-workflow
bobmatnyc
Essential Git patterns for effective version control, eliminating redundant Git guidance per agent.
muapi-ai-clipping
SamurAIGPT
Turn a long video into N viral-ready short clips with a single managed API call. Wraps muapi.ai's /ai-clipping endpoint, which handles transcription, highlight ranking through a virality framework (hook / emotional peak / opinion bomb / revelation / conflict / quotable / story peak / practical value), overlap dedupe, and vertical face-tracking auto-crop server-side. No local Whisper, no local LLM, no GPU.
muapi-media-generation
SamurAIGPT
Generate AI images, videos, music, and audio from the terminal via muapi.ai — supports 100+ models including Flux, Midjourney v7, Kling 3.0, Veo3, and Suno V5
muapi-youtube-shorts
SamurAIGPT
Auto-generate viral 9:16 YouTube Shorts (or TikTok / Reels clips) from a long-form video. Thin platform-aware wrapper around the AI Clipping skill — picks sensible defaults for short-form social platforms (9:16, 30–60s sweet spot) and delegates the actual highlight extraction + crop to muapi.ai's /ai-clipping endpoint.
muapi-ai-clipping
SamurAIGPT
Turn a long video into N viral-ready short clips with a single managed API call. Wraps muapi.ai's /ai-clipping endpoint, which handles transcription, highlight ranking through a virality framework (hook / emotional peak / opinion bomb / revelation / conflict / quotable / story peak / practical value), overlap dedupe, and vertical face-tracking auto-crop server-side. No local Whisper, no local LLM, no GPU.
muapi-nano-banana
SamurAIGPT
Reasoning-driven image generation using structured creative briefs (Gemini 3 style) — generates high-fidelity images via muapi.ai with logic-based prompting
muapi-platform
SamurAIGPT
Setup and utility scripts for muapi.ai — configure API keys, test connectivity, and poll for async generation results
muapi-media-editing
SamurAIGPT
Edit and enhance images and videos with AI via muapi.ai — prompt-based editing, upscaling, background removal, face swap, lipsync, video effects, and more
muapi-workflow
SamurAIGPT
Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines.
muapi-ugc-video-factory
SamurAIGPT
Turn a person photo + a product photo + an optional script into a vertical 9:16 UGC-style video ad. Generates a lifestyle hero image (Nano-Banana Pro Edit), then animates it with native audio using Seedance 2.0 VIP image-to-video.
disk-usage
UKGovernmentBEIS
Analyze disk space usage and filesystem information including mounts, usage, and large files
cloud-uploader
bitwize-music-studio
Uploads promo videos and content to Cloudflare R2 or AWS S3. Use when the user wants to host promo content for social media or distribution.
setup
bitwize-music-studio
Detects your Python environment and guides you through installing plugin dependencies. Use on first-time setup or when MCP server fails to start.
import-audio
bitwize-music-studio
Moves audio files to the correct album location with proper path structure. Use when the user has downloaded WAV files from Suno or other sources that need to be organized.
sheet-music-publisher
bitwize-music-studio
Converts mastered audio to sheet music and creates printable songbooks. Use after mastering when the user wants sheet music or a songbook for their album.
import-track
bitwize-music-studio
Moves track markdown files to the correct album location. Use when the user has track files in Downloads or other locations that need to be placed in an album.
ai-native-cli
sickn33
"Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardrails, exit codes, and agent self-description."