Agent skill
commit
Create a git commit with a summary of changes
Install this agent skill to your Project
npx add-skill https://github.com/Windy3f3f3f3f/claude-code-from-scratch/tree/main/.claude/skills/commit
SKILL.md
Commit Skill
- Run
git diff --stagedandgit statusto see what's changed - Write a concise commit message summarizing the changes
- Run
git commit -m "<message>"
If no files are staged, tell the user to stage files first. Arguments passed to this skill are used as additional context for the commit message.
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commit
Create a git commit with a summary of changes
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Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.
openrlhf-training
High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with distributed architecture and GPU resource sharing.
gguf-quantization
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.
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