awslabs

229 mods across 25 repositories, 23k stars between them.

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Diagnose and remediate cluster-wide HyperPod (EKS or Slurm) problems — creation / deployment failures (CloudFormation, EFA health check, lifecycle scripts, capacity), EKS access, node replacement, CloudFormation nested-stack errors, post-maintenance rollback state, dangling nodes, autoscaler conflicts. Includes…

876 6d ago A 80 tokens original Apache-2.0

hyperpod-issue-report

122

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Generate comprehensive issue reports from HyperPod clusters (EKS and Slurm) by collecting diagnostic logs and configurations for troubleshooting and AWS Support cases. Use when users need to collect diagnostics from HyperPod cluster nodes, generate issue reports for AWS Support, investigate node failures or…

876 6d ago A 99 tokens original Apache-2.0

hyperpod-nccl

123

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Diagnose NCCL failures and adjacent training-pod failures on HyperPod GPU clusters (EKS or Slurm) — training hangs, AllReduce / collective-op timeouts, EFA or libfabric errors, rendezvous failures, EFA TCP fallback, /dev/shm or memlock issues, NCCL version mismatch across pods, container OOM / exit-137 / OOMKilled…

876 6d ago A 150 tokens original Apache-2.0

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Diagnose and remediate per-node issues on a HyperPod cluster (EKS or Slurm) — a specific node is unhealthy, unresponsive, stuck, or needs replacing. Covers on-node EFA, GPU / accelerator hardware (XID, ECC, NVLink, row-remap, DCGM), Slurm node down/drained, disk and memory pressure, per-node lifecycle-script failures…

876 6d ago A 139 tokens original Apache-2.0

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Diagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and poor filesystem throughput. Read-only. Surfaces host-side signals (Xid, ECC, NVLink, EFA reachability, FSx saturation) and routes to the appropriate sibling skill (hyperpod-node-debugger, hyperpod-nccl…

876 6d ago A 133 tokens original Apache-2.0

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Diagnostic-only skill for Slurm scheduler and node-daemon issues on Amazon SageMaker HyperPod Slurm clusters. Scope mirrors the HyperPod troubleshooting guide. Invoke when the user reports a Slurm node stuck in down/drain, "Node unexpectedly rebooted" after auto-repair, slurmd not running, jobs stuck PENDING with…

876 6d ago A 162 tokens original Apache-2.0

hyperpod-ssm

127

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Remote command execution and file transfer on SageMaker HyperPod cluster nodes via AWS Systems Manager (SSM). This is the primary interface for accessing HyperPod nodes — direct SSH is not available. Use when any skill, workflow, or user request needs to execute commands on cluster nodes, upload files to nodes…

876 6d ago B 105 tokens original Apache-2.0

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Check and compare software component versions on SageMaker HyperPod cluster nodes - NVIDIA drivers, CUDA toolkit, cuDNN, NCCL, EFA, AWS OFI NCCL, GDRCopy, MPI, Neuron SDK (Trainium/Inferentia), Python, and PyTorch. Use when checking component versions, verifying CUDA/driver compatibility, detecting version mismatches…

876 6d ago A 120 tokens original Apache-2.0

model-deployment

129

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Generates code that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or Bedrock. Use when the user says "deploy my model", "create an endpoint", "make it available", or asks about deployment options. Identifies the correct deployment pathway (Nova vs OSS), generates…

876 6d ago A 76 tokens original Apache-2.0

model-evaluation

130

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Generates python code that evaluates SageMaker models. Supports two evaluation types: LLM-as-Judge and Custom Scorer. Use when the user says "evaluate my model", "run a benchmark", "test model performance", "how did my model perform", "compare models", or other similar requests.

876 6d ago A 65 tokens original Apache-2.0

model-selection

131

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Selects a base model for the user's use case by querying SageMaker Hub. Use when the user asks which model to use, wants to select or change their base model, mentions a model name or family (e.g., "Llama", "Mistral", "Nova"), or wants to evaluate a base model — always activate even for known model names because the…

876 6d ago A 98 tokens original Apache-2.0

planning

132

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Discovers user intent and generates a structured, step-by-step plan for model customization workflows. This skill must always be activated alongside any other skill when the user's request relates to model customization — including fine-tuning, training, building, customizing, reviewing data, or getting advice on…

876 6d ago A 115 tokens original Apache-2.0

sdk-getting-started

133

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Validates the user's environment for SageMaker AI operations — checks SDK version, AWS region, and execution role. Use when the user says "set up", "getting started", "check my environment", "configure SDK", or as the first step in any plan involving SageMaker/Bedrock training, evaluation, or deployment.

876 6d ago A 71 tokens original Apache-2.0

awslabs/agent-plugins

Skill Claude CodeCodex ✓ vendor

Creates a reusable use case specification file that defines the business problem, stakeholders, and measurable success criteria for model customization, as recommended by the AWS Responsible AI Lens. Use as the default first step in any model customization plan. Skip only if the user explicitly declines or already has…

876 6d ago A 85 tokens original Apache-2.0

awslabs/Log-Analyzer-with-MCP

Instructions file CodexOpenCode ✓ vendor

Instructions for awslabs/Log-Analyzer-with-MCP, covering agents.md, project overview, build & development commands, installation and running the server (local development).

167 28d ago A 2,130 tokens original Apache-2.0

iam-policy-validator

138

awslabs/aws-cloudformation-iam-policy-validator

Skill Claude CodeCodex ✓ vendor

Validate the IAM policies in a CloudFormation template against AWS IAM Access Analyzer before deploying, using the cfn-policy-validator CLI. Use when reviewing or gating a CloudFormation (or CDK-synthesized) template that defines IAM identity or resource policies, when asked to check a template for policy errors…

146 2mo ago A 81 tokens MIT-0

awslabs/threat-modeling-mcp-server

Skill Claude CodeCodex ✓ vendor

Phase 1 Business Context Analysis guide. Use when starting a threat model, setting business context, or configuring business features like industry sector, data sensitivity, and regulatory requirements.

97 +4 7d ago A 40 tokens original Apache-2.0

phase-2-architecture

140

awslabs/threat-modeling-mcp-server

Skill Claude CodeCodex ✓ vendor

Phase 2 Architecture Analysis guide. Use when documenting system components, connections, data stores, or analyzing technical architecture for threat modeling.

97 +4 7d ago A 32 tokens original Apache-2.0

phase-3-threat-actors

141

awslabs/threat-modeling-mcp-server

Skill Claude CodeCodex ✓ vendor

Phase 3 Threat Actor Analysis guide. Use when identifying threat actors, setting relevance and priority, or analyzing who might attack the system.

97 +4 7d ago A 34 tokens original Apache-2.0

awslabs/threat-modeling-mcp-server

Skill Claude CodeCodex ✓ vendor

Phase 4 Trust Boundary Analysis guide. Use when defining trust zones, crossing points, and security boundaries between architecture nodes.

97 +4 7d ago A 32 tokens original Apache-2.0

phase-5-asset-flows

143

awslabs/threat-modeling-mcp-server

Skill Claude CodeCodex ✓ vendor

Phase 5 Asset Flow Analysis guide. Use when identifying valuable assets, tracking data flows, or analyzing how sensitive data moves through the system.

97 +4 7d ago A 36 tokens original Apache-2.0

awslabs/threat-modeling-mcp-server

Skill Claude CodeCodex ✓ vendor

Phase 6 Threat Identification guide with STRIDE methodology reference. Use when identifying threats, categorizing security issues, applying STRIDE analysis, or assessing threat severity and likelihood.

97 +4 7d ago A 41 tokens original Apache-2.0

At most 3 mods per repository are shown here — the rest are on their repository pages: