Claude Skills for a Data Scientist / ML — Page 27
Jetson Inference Memory Tuning
Choose a Jetson serving runtime and generate memory flags from the device snapshot and workload.
Jetson BSP Image Validator
Validate a flashed Jetson BSP image on disk and on the target device.
TAO DEFT AOI Improvement Loop
Automates evaluation, defect augmentation, mining, retraining, and deployment gating for PCB inspection models.
TAO Depth Anything v2
Train, evaluate, export, and deploy monocular depth models from single RGB images with NVIDIA TAO.
TAO MAL Weakly Supervised Segmentation
Train segmentation models from point or box annotations and produce masks with minimal labeling.
TAO Pose Classification
Classify pose-keypoint sequences into action categories with ST-GCN.
Hugging Face Spaces Builder
Build, deploy, debug, and maintain machine-learning apps on Hugging Face Spaces.
Google Analytics Data Reporting Assistant
Enable the Analytics Data API and build customized Google Analytics reports.
BigQuery BigFrames Development Standards
Use Python DataFrame APIs to perform scalable analytics and machine learning on BigQuery.
BigQuery Asset Impact Analysis
Map the downstream blast radius of BigQuery table or view changes.
Expo SDK Upgrade Assistant
Guides Expo SDK upgrades, dependency fixes, and compatibility cleanup.
React Native Library Builder
Scaffold publishable React Native libraries or local native modules with a guided workflow.
Stable Interface Design
A practical guide to designing stable, clear, and hard-to-misuse APIs and module interfaces.
Context Compression Strategies
Compress long-running agent sessions while preserving files, decisions, risks, and next actions.
Project Development Methodology
Decide whether an LLM fits the job, then design a staged agent pipeline with predictable parsing, iteration, and cost control.
Catheter Navigation Fluoroscopy Smoke Tests
Validate core catheter-navigation workflow behavior on CPU-only CI environments.
Catheter Navigation Fluoroscopy Viewport
Launch an interactive fluoroscopy viewport with real-time catheter physics and navigation controls.
I4H Workflow Environment Creator
Scaffold a runnable Isaac for Healthcare environment by forking a proven existing environment.
DeepChat SDD Documentation Cleanup Skill
Safely clean, prune, and tidy DeepChat SDD documentation after implementation and validation.
Peon Ping Session Voice Pack Selector
Set a character voice pack (like GLaDOS, Peon, or Kerrigan) for the current chat session, handled instantly via a hook.
Ask Matt Skill Router
Recommends the best skill or workflow for your engineering situation, so you don't have to memorize every skill.
TSUME (詰め) — Proactivity-Enforcing Skill for Stubborn AI
Uses Japanese corporate 'tsume' culture and systematic debugging to force AI to exhaust all options, act first, and never give up.
Engram Architecture Guardrails
Architecture guardrails for Engram across local store, cloud sync, dashboard, and plugins.
API & Namespace Design
Defines REST API conventions, namespace coordinates, RBAC roles, ClawHub compatibility mapping, OpenAPI contract sync, and CSRF/session handling for SkillHub backends.