AI & LLM Engineering · For data scientists

Protect aging parents from the scams that target them — the conversation that doesn't condescend, the family code word, the top patterns aimed at seniors, and the guardrails that help without taking…

mohitagw15856/pm-claude-skills

Model the cost and latency of an LLM feature before it ships and surprises the bill.

mohitagw15856/pm-claude-skills

Specify the safety and reliability guardrails for an LLM feature before it ships.

mohitagw15856/pm-claude-skills

Choose the right LLM for a task by trading off quality, cost, latency, and constraints.

mohitagw15856/pm-claude-skills

Write a structured project status report for any project. An agent skill from mohitagw15856/pm-claude-skills.

mohitagw15856/pm-claude-skills

Build a personal library of reusable prompts for the things you ask AI again and again — so you stop rewriting the same request from scratch.

mohitagw15856/pm-claude-skills

Diagnose and rewrite an underperforming LLM prompt so it produces reliable, well-structured output.

mohitagw15856/pm-claude-skills

Review an existing Retrieval-Augmented Generation system and find why it underperforms.

mohitagw15856/pm-claude-skills

Design a Retrieval-Augmented Generation system end to end. An agent skill from mohitagw15856/pm-claude-skills.

mohitagw15856/pm-claude-skills

Figure out the best card or payment route for a purchase (or your everyday spending) to maximize cashback/points — without overspending or drowning in complexity.

mohitagw15856/pm-claude-skills

Build a staff shift schedule that matches coverage to demand while hitting a labor-cost target.

mohitagw15856/pm-claude-skills

Design a usage-based pricing scheme that scales revenue with value without scaring customers away — the metric that tracks value, tiers with included volume, and the guardrails that prevent bill…

mohitagw15856/pm-claude-skills

Design a voice AI agent for phone or in-app conversations — call flows, interruption handling, escalation to humans, and the metrics that catch a bad voice experience.

mohitagw15856/pm-claude-skills

Document a deployed ML/AI model so others can use it responsibly.

mohitagw15856/pm-claude-skills

GPU optimization for consumer NVIDIA GPUs (8-24GB VRAM) covering mixed precision, gradient checkpointing, XGBoost GPU, CuPy/cuDF migration, and torch.compile.

Mathews-Tom/armory

Ultimate cost optimization toolkit for OpenClaw/Claude Code.

LeoYeAI/openclaw-master-skills

书/长文/研报/论文的深度消化，产出结构笔记+原子笔记+知识网络连接。关键词：深度阅读、深度学习、结构笔记、deep learning。

LeoYeAI/openclaw-master-skills

个人表达能力训练教练。支持即兴话题练习（AI评分+反馈）、职场/社交场景角色扮演模拟、表达框架速查、 自定义话题管理、进步追踪与数据分析、每日表达力Tips推送。

LeoYeAI/openclaw-master-skills

Physics-derived reasoning engine for AI models. An agent skill from LeoYeAI/openclaw-master-skills.

LeoYeAI/openclaw-master-skills

Configure and validate Unstructured post-partition chunking for RAG, embedding, and downstream processing.

VectorSpaceLab/AREX-Skill

Use this RAGs sub-skill to inspect, edit, update, delete, and troubleshoot generated RAG agent configuration and cache state.

VectorSpaceLab/AREX-Skill

Use this DeepCTR sub-skill for SparseFeat, DenseFeat, VarLenSparseFeat, hashing, embedding sharing, input dictionaries, and tabular or sequence feature-column validation.

VectorSpaceLab/AREX-Skill

Use this sub-skill when constructing torchvision datasets, validating dataset roots and downloads, wrapping datasets for transforms v2, decoding or encoding images with torchvision.io, or using…

VectorSpaceLab/AREX-Skill

Use this DeepCTR repo skill for CTR/recommender feature columns, Keras models, sequence/session models, multitask models, and legacy TensorFlow Estimator workflows.

VectorSpaceLab/AREX-Skill

A skill your agent uses for PaddleViT object detection workflows with DETR, Swin, or PVTv2: validate COCO data, select configs, build/train/evaluate models, reason about transforms, losses…

VectorSpaceLab/AREX-Skill

A skill your agent uses for Hugging Face Diffusers tasks: pipeline inference, schedulers, adapters/loaders, training recipes, modular pipelines, conversion helpers, CLI checks, and repo maintenance.

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with ESPnet speech AI toolkit: installation, ESPnet2 recipes and training, pretrained inference/model zoo, ESPnet3 stage workflows, and repository testing.

VectorSpaceLab/AREX-Skill

A skill your agent uses for Feast feature store tasks: feature repositories, definitions, CLI, retrieval, materialization, serving, RAG/vector search, integrations, and Feast contributor workflows.

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with imgaug image augmentation pipelines, aligned annotations, stochastic parameters, dtype/data utilities, or multicore augmentation for computer-vision data.

VectorSpaceLab/AREX-Skill

Use this sub-skill for Ultralytics YOLO predict workflows, source handling, streaming and batching, Results extraction, saving/plotting/cropping, and thread-safe inference.

VectorSpaceLab/AREX-Skill

Use torchtune generation, Eleuther evaluation, and quantization workflows safely after checkpoints exist.

VectorSpaceLab/AREX-Skill

A skill your agent uses when running RobustVideoMatting inference, loading weights, using convertvideo or TorchHub, converting image/video inputs, or reasoning about exported model runtimes.

VectorSpaceLab/AREX-Skill

Load local files or raw text into LlamaIndex Documents, split them into metadata-aware nodes, and run ingestion pipelines with cache/docstore controls.

VectorSpaceLab/AREX-Skill

A skill your agent uses for PyPose LieTensor and manifold computation: choose SO3, SE3, Sim3, or RxSO3 group/algebra representations; construct, batch, convert, compose, act, retract, differentiate…

VectorSpaceLab/AREX-Skill

Use this repo skill for Make-It-3D single-image 3D creation, including CUDA asset setup, alpha-image validation, coarse NeRF optimization, refinement, rendering, export, and troubleshooting.

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with MMDetection 3.x for object detection, instance/panoptic segmentation, tracking-adjacent configs, model zoo configs, inference, visualization…

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with RobustVideoMatting MattingNetwork APIs, recurrent states, model variants, refiners, tensor shapes, and safe synthetic forward checks.

VectorSpaceLab/AREX-Skill

Use torchsummary.summary and torchsummary.summarystring to inspect PyTorch nn.Module shapes, parameter counts, devices, dtypes, and memory estimates.

VectorSpaceLab/AREX-Skill

Use torchtune model/tokenizer builders, PEFT modules, losses, conversion utilities, and modeling components safely.

VectorSpaceLab/AREX-Skill

Use this sub-skill for MLAlgorithms NeuralNet construction, activations, losses, parameters, constraints, regularizers, optimizers, convolutional/recurrent layers, and DQN wiring.

VectorSpaceLab/AREX-Skill

Use this operating sub-skill to create, adapt, and troubleshoot ManimML neural-network scenes: NeuralNetwork containers, feed-forward and convolutional layers…

VectorSpaceLab/AREX-Skill

Use torchvision.ops for boxes, NMS, ROI pooling/alignment, detection helper concepts, and extension-dependent troubleshooting.

VectorSpaceLab/AREX-Skill

A skill your agent uses for Feast RAG, vector search, vector-indexed fields, vector online stores, document embedding/chunking, retrieveonlinedocuments APIs, DocEmbedder, FeastVectorStore, and…

VectorSpaceLab/AREX-Skill

A skill your agent uses when modifying PEFT itself, preparing a PEFT pull request, adding a new PEFT method, selecting contributor tests, or checking PEFT contribution/style/backward-compatibility…

VectorSpaceLab/AREX-Skill

A skill your agent uses for sentence-transformers CrossEncoder pair scoring, reranking, rank API usage, retrieve-and-rerank handoffs, multimodal reranker routing, and activation/softmax/numlabels…

VectorSpaceLab/AREX-Skill

Use this when configuring, validating, or debugging LiteLLM Router model groups, fallbacks, retries, cooldowns, budgets, routing strategies, health-check routing, aliases, tag filtering…

VectorSpaceLab/AREX-Skill

A skill your agent uses for direct LiteLLM Python SDK work: chat/text completions, async calls, streaming, embeddings, structured outputs, tools, token/cost checks, caching, callbacks, import/smoke…

VectorSpaceLab/AREX-Skill

A skill your agent uses for PaddleViT's DINO self-supervised vision-transformer pretraining, multi-crop data contracts, teacher/student configuration, single- or multi-GPU launch planning…

VectorSpaceLab/AREX-Skill