NeVibeCode · 2,385 items
Skills for AI and ML
Skills for AI and ML: what each one does, an install command and example prompts.
social-listening-brief skill Pulls public mentions of a brand, product or topic from Reddit, TikTok, YouTube and elsewhere, then writes a cited report with themes and sentiment.
CX Codex +1
1,200installs
autoresearch skill Manages autonomous research projects using a two-loop cycle for rapid experiment execution and periodic synthesis.
CX Codex +1
999installs
literature-search-europepmc skill Searches Europe PMC for scientific papers, downloads open-access full texts and PDFs, and pulls citation and reference lists.
CX Codex +1
2,600installs
alphagenome skill Queries precomputed AlphaGenome Atlas variant effects and scores regulatory DNA mutations in GRCh38 using DeepMind's sequence-to-function model.
CX Codex +1
466installs
gguf-quantization skill This skill guides llama.cpp GGUF quantization from 2 to 8 bits. It helps run LLMs locally on CPUs or Apple Silicon without dedicated GPU hardware.
CX Codex +1
989installs
auto-editor-transcribe skill Transcribes media or live microphone input into text and subtitles, then cuts sections by spoken words or regex. Useful for speech-based video editing.
CX Codex +1
686installs
segment-anything-model skill A skill that walks your agent through SAM: segment objects by point, box or mask prompts, or generate every mask in an image at once.
CX Codex +1
985installs
edge-strategy-reviewer skill A deterministic quality gate for strategy drafts: checks edge plausibility, overfitting risk and execution realism, then returns PASS, REVISE or REJECT.
CX Codex +1
3,400installs
pair-trade-screener skill This skill screens stocks for cointegrated pairs inside a sector, computes spread z-scores and returns entry and exit signals.
CX Codex +1
3,400installs
unsloth skill A skill that feeds your agent Unsloth docs, so fine-tuning scripts come out right: 2-5x faster training, 50-80% less memory.
CX Codex +1
981installs
prompt-guard skill Integrates Meta's 86M parameter Prompt Guard model to detect jailbreaks and prompt injections in user prompts and RAG contexts before reaching the LLM.
CX Codex +1
974installs
qdrant-vector-search skill This skill guides agents through Qdrant vector search for RAG and semantic search. Use it when your project needs metadata filters or scalable vector storage.
CX Codex +1
969installs
fine-tuning-with-trl skill A skill for post-training language models with TRL: SFT, DPO, PPO and GRPO recipes you can run as-is.
CX Codex +1
969installs
tensorboard skill This skill gives your agent working recipes for TensorBoard: log training metrics, inspect weight histograms, open the dashboard. Useful when comparing runs or hunting bottlenecks.
CX Codex +1
956installs
optimizing-attention-flash skill A skill that moves transformer attention onto Flash Attention for 2-4x speedup and 10-20x memory reduction.
CX Codex +1
967installs
quantizing-models-bitsandbytes skill Quantizes LLMs to 8-bit or 4-bit via bitsandbytes to cut GPU memory use by 50% to 75%. Useful when fitting large models on limited VRAM or running QLoRA training.
CX Codex +1
966installs
grpo-rl-training skill A skill that walks your agent through GRPO fine-tuning with TRL: reward function templates and training configs.
CX Codex +1
963installs
hqq-quantization skill A skill that walks the agent through Half-Quadratic Quantization of LLM weights to 8/4/3/2/1-bit precision without a calibration dataset. Useful when you need a compressed model fast and want it running in vLLM or Transformers.
CX Codex +1
962installs
verl-rl-training skill Provides step-by-step guidance for reinforcement learning post-training of LLMs using verl with FSDP, Megatron-LM, and Ray.
CX Codex +1
962installs
axolotl skill Walks your agent through Axolotl training runs: YAML configs, LoRA and QLoRA, DPO, KTO, ORPO and GRPO methods, dataset formats.
CX Codex +1
960installs
huggingface-tokenizers skill Provides guides and code patterns for high-speed text tokenization using Hugging Face Tokenizers. Useful when building NLP pipelines and training custom vocabularies.
CX Codex +1
959installs
sentence-transformers skill Guides an agent through local text and image embeddings for RAG, semantic search, clustering, and similarity work.
CX Codex +1
959installs
awq-quantization skill A skill for 4-bit LLM weight quantization with AWQ: faster inference and lower GPU memory use.
CX Codex +1
958installs
clip skill Use CLIP for zero-shot image classification, image-text matching, and semantic image search without fine-tuning.
CX Codex +1
957installs
pytorch-fsdp2 skill Teaches a coding agent to wire PyTorch FSDP2 into a training loop: init, sharding, mixed precision and distributed checkpoints.
CX Codex +1
958installs
nanogpt skill This skill guides work with a small PyTorch GPT implementation. Use it to study transformers, train on Shakespeare, or adapt the model to your own text.
CX Codex +1
956installs
openrlhf-training skill A skill that hands your agent ready commands for PPO, GRPO, RLOO and DPO runs on models from 7B to 70B+. Useful when training spans several GPUs or nodes.
CX Codex +1
954installs
distributed-llm-pretraining-torchtitan skill Configures distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Useful for scaling Llama 3.1 or DeepSeek V3 across 8 to 512+ GPUs.
CX Codex +1
954installs
transformer-lens-interpretability skill This skill guides TransformerLens research on transformer internals, from activation caching and attention analysis to activation patching experiments.
CX Codex +1
954installs
modal-serverless-gpu skill A skill for running ML workloads on Modal's serverless GPUs: training, inference, batch jobs. Useful when you'd rather not manage a cluster yourself.
CX Codex +1
954installs
sglang skill Equips your agent with patterns for serving LLMs via SGLang, configuring RadixAttention prefix caching, and decoding constrained JSON.
CX Codex +1
954installs
evaluating-code-models skill Runs code-model benchmarks and reports pass@k metrics. Use it to compare models, test language coverage, or measure generated code quality.
CX Codex +1
953installs
edge-hint-extractor skill Turns daily market observations and news reactions into structured edge hints, written out as hints.yaml.
CX Codex +1
3,300installs
strategy-pivot-designer skill Detects stagnation in backtest iteration loops and generates structurally different strategy proposals when parameter tuning hits a local optimum.
CX Codex +1
3,300installs
pyvene-interventions skill This skill guides causal intervention experiments on PyTorch models using pyvene. It covers causal tracing and activation patching on neural architectures.
CX Codex +1
952installs
sentencepiece skill A skill that walks the agent through training and running a SentencePiece tokenizer on raw text, with BPE or Unigram.
CX Codex +1
952installs
slime-rl-training skill Guides LLM post-training with RL using the slime framework, connecting Megatron-LM and SGLang. Useful for GRPO workflows and tuning GLM, Qwen3, or DeepSeek models.
CX Codex +1
951installs
outlines skill A skill for generating valid JSON, XML and code from Pydantic schemas and grammars. Useful when a model has to return a fixed structure.
CX Codex +1
951installs
sparse-autoencoder-training skill Provides patterns to train and analyze Sparse Autoencoders using SAELens. Useful for finding interpretable features in transformer activations.
CX Codex +1
950installs
simpo-training skill Sets up SimPO preference training for language models from chosen and rejected pairs. Use it when DPO's reference model adds unwanted setup.
CX Codex +1
950installs
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