muratcankoylan/context-optimization A Agent Skill Active
muratcankoylan/Agent-Skills-for-Context-Engineering/skills/context-optimization
Apply compaction, masking, and caching strategies
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Development and Testing65Product Management Skills by Pawel Huryn65Product Manager Skills by Dean Peters46Marketing Skills by Corey Haines32Specialized Domains32Productivity and Collaboration31Megatron-Bridge29TensorRT-LLM25NemoClaw23Marketing22Security Skills by Trail of Bits Team21Context Engineering19NeMo-RL14Megatron-Core12cuopt12Advertising Skills by Kim Barrett12video-search-and-summarization10Model-Optimizer8n8n Automation7TileGym7NeMo-Gym5NeMo-Evaluator-Launcher3deepstream2CUDA-Q1Install method
SKILL.md967Results
muratcankoylan/multi-agent-patterns A Agent Skill Active
muratcankoylan/Agent-Skills-for-Context-Engineering/skills/multi-agent-patterns
Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures
muratcankoylan/memory-systems A Agent Skill Active
muratcankoylan/Agent-Skills-for-Context-Engineering/skills/memory-systems
Design short-term, long-term, and graph-based memory architectures
muratcankoylan/tool-design A Agent Skill Active
muratcankoylan/Agent-Skills-for-Context-Engineering/skills/tool-design
Build tools that agents can use effectively, including architectural reduction patterns
muratcankoylan/evaluation A Agent Skill Active
muratcankoylan/Agent-Skills-for-Context-Engineering/skills/evaluation
Build evaluation frameworks for agent systems
huggingface/hugging-face-dataset-viewer A Agent Skill Active
huggingface/skills/hugging-face-dataset-viewer
Browse and query HF datasets with the Dataset Viewer API
huggingface/hugging-face-datasets A Agent Skill Active
huggingface/skills/hugging-face-datasets
Create and manage datasets with configs and SQL querying
huggingface/hugging-face-evaluation A Agent Skill Active
huggingface/skills/hugging-face-evaluation
Model evaluation with vLLM/lighteval and eval tables
huggingface/hugging-face-jobs A Agent Skill Active
huggingface/skills/hugging-face-jobs
Run compute jobs and Python scripts on HF infrastructure
huggingface/hugging-face-model-trainer A Agent Skill Active
huggingface/skills/hugging-face-model-trainer
Train models with TRL: SFT, DPO, GRPO, GGUF conversion
huggingface/hugging-face-paper-pages A Agent Skill Active
huggingface/skills/hugging-face-paper-pages
Create and manage paper pages on HF Hub
huggingface/hugging-face-paper-publisher A Agent Skill Active
huggingface/skills/hugging-face-paper-publisher
Publish papers on HF Hub with model/dataset links
huggingface/hugging-face-tool-builder A Agent Skill Active
huggingface/skills/hugging-face-tool-builder
Build reusable scripts for HF API operations
huggingface/hugging-face-trackio A Agent Skill Active
huggingface/skills/hugging-face-trackio
Track ML experiments with real-time dashboards
huggingface/hugging-face-vision-trainer A Agent Skill Active
huggingface/skills/hugging-face-vision-trainer
Train vision models on HF infrastructure
huggingface/huggingface-gradio A Agent Skill Active
huggingface/skills/huggingface-gradio
Build Gradio apps and deploy to HF Spaces
huggingface/transformers.js A Agent Skill Active
huggingface/skills/transformers.js
Run ML models in the browser with Transformers.js
nowork-studio/NotFair A Agent Skill Active
nowork-studio/NotFair
SEO, GEO, Google Ads, and Meta Ads skills with live data
lackeyjb/playwright-skill A Agent Skill Active
lackeyjb/playwright-skill
Browser automation with Playwright
NVIDIA/CUDA-Q/cudaq-guide A Agent Skill Active
NVIDIA/skills/skills/CUDA-Q/cudaq-guide
CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.
NVIDIA/DALI/dali-dynamic-mode A Agent Skill Active
NVIDIA/skills/skills/DALI/dali-dynamic-mode
Use when writing DALI data loading or preprocessing code with `nvidia.dali.experimental.dynamic` (ndd), or when converting DALI pipeline-mode code to dynamic mode, or when the user...
NVIDIA/Megatron-Bridge/adding-model-support A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/adding-model-support
Guide for adding support for new LLM or VLM models in Megatron-Bridge.
NVIDIA/Megatron-Bridge/build-and-dependency A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/build-and-dependency
Dev environment setup for Megatron Bridge — container-based development, uv package management, lockfile regeneration, adding dependencies, Slurm container usage, and common build...
NVIDIA/Megatron-Bridge/bump-dependency A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/bump-dependency
Bump a pinned dependency (TransformerEngine, Megatron-LM, NRX, etc.), regenerate the lockfile, open a PR, and drive it to green by attaching a watchdog to the "CICD NeMo" workflow...
NVIDIA/Megatron-Bridge/cicd A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/cicd
CI/CD reference for Megatron Bridge — pipeline structure, commit and PR workflow, CI failure investigation, and common failure patterns.
NVIDIA/Megatron-Bridge/linting-and-formatting A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/linting-and-formatting
Code style and quality rules for Megatron Bridge — ruff configuration, naming conventions, type hints, mypy rules, docstrings, copyright headers, logging, and the code review check...
NVIDIA/Megatron-Bridge/mlm-bridge-training A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/mlm-bridge-training
Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data.
NVIDIA/Megatron-Bridge/multi-node-slurm A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/multi-node-slurm
Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures.
NVIDIA/Megatron-Bridge/nemo-rl-e2e-testing A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/nemo-rl-e2e-testing
External NeMo-RL end-to-end validation workflow for Megatron-Bridge model/provider changes, including downstream compatibility checks, external RL lifecycle behavior, Megatron poli...
NVIDIA/Megatron-Bridge/parity-testing A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/parity-testing
Structured framework for verifying numerical parity of HFMCore weight conversions.
NVIDIA/Megatron-Bridge/perf-activation-recompute A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-activation-recompute
Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute.
NVIDIA/Megatron-Bridge/perf-cpu-offloading A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-cpu-offloading
Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimizer state offloading with HybridDeviceOptimizer.
NVIDIA/Megatron-Bridge/perf-cuda-graphs A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-cuda-graphs
Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.
NVIDIA/Megatron-Bridge/perf-expert-parallel-overlap A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-expert-parallel-overlap
Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as...
NVIDIA/Megatron-Bridge/perf-hierarchical-context-parallel A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-hierarchical-context-parallel
Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
NVIDIA/Megatron-Bridge/perf-megatron-fsdp A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-megatron-fsdp
Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
NVIDIA/Megatron-Bridge/perf-memory-tuning A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-memory-tuning
Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.
NVIDIA/Megatron-Bridge/perf-moe-comm-overlap A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-moe-comm-overlap
MoE expert-parallel communication overlap in Megatron Bridge.
NVIDIA/Megatron-Bridge/perf-moe-dispatcher-selection A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-moe-dispatcher-selection
Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization stage.
NVIDIA/Megatron-Bridge/perf-moe-hardware-configs A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-moe-hardware-configs
Representative MoE training playbooks by hardware platform and model family.
NVIDIA/Megatron-Bridge/perf-moe-long-context A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-moe-long-context
Long-context MoE training guidance for Megatron Bridge.
NVIDIA/Megatron-Bridge/perf-moe-optimization-workflow A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-moe-optimization-workflow
Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper.
NVIDIA/Megatron-Bridge/perf-moe-vlm-training A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-moe-vlm-training
Practical guidance for training MoE VLMs in Megatron Bridge.
NVIDIA/Megatron-Bridge/perf-parallelism-strategies A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-parallelism-strategies
Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration.
NVIDIA/Megatron-Bridge/perf-sequence-packing A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-sequence-packing
Validate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying the right CP...
NVIDIA/Megatron-Bridge/perf-tp-dp-comm-overlap A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/perf-tp-dp-comm-overlap
Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
NVIDIA/Megatron-Bridge/recipe-recommender A Agent Skill Active
NVIDIA/skills/skills/Megatron-Bridge/recipe-recommender
Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal.