Claude Skills for a Data Scientist / ML — Page 3
Agents Best Practices
A provider-neutral reference for designing, blueprinting, and auditing agentic harnesses: the model proposes actions, the runtime validates and executes.
QuantMind Contributor Workflow
A standardized contribution workflow for the QuantMind codebase: contributor setup, issue filing, commit and PR conventions, module development, and deterministic verification.
OWASP Security Skill
Injects the latest OWASP standards (2025–2026) into code review and AI app development, so your model builds secure code instead of patching it afterward.
Kaggle Agent Skill
End-to-end Kaggle integration for AI coding agents: competition research, dataset/model downloads, notebook execution, submissions, writeup retrieval, and badge collection in one skill.
skill-optimizer: Eval Workbench for Agent Skills
Run deterministic evals of agent skills inside isolated Docker workspaces, benchmark across OpenRouter models, and debug with full traces.
Copilot Chat OpenTelemetry Instrumentation
A repository-specific guide for consistent OpenTelemetry instrumentation in Copilot Chat.
Azure Identity for Python
A practical skill for securing Python Azure applications with Microsoft Entra ID credentials.
DICOM Series Preflight
Header-only validation for one DICOM series before conversion or inference.
DOCA Hardware Telemetry Counter Reader
Guides developers in reading per-domain hardware counters from BlueField and ConnectX devices.
Jetson Target Switcher
Switch the active Jetson target among existing platform profiles.
NeMo AutoModel Model Onboarding
A structured guide for adding new LLM, MoE, and VLM architectures to NeMo AutoModel.
NeMo Relay Plugin Builder
Guides reusable NeMo Relay runtime behavior into configurable plugins.
NV-Segment-CT Medical Imaging Segmentation Skill
Run VISTA3D on CT NIfTI volumes and produce verifiable label-map evidence.
PhysicsNeMo Discover
Find suitable PhysicsNeMo models, datapipes, and examples for physics-ML tasks.
Expo Native Module Migration Assistant
Move an existing Expo Swift module from the 1.0 DSL to the 2.0 macro API without changing its JavaScript contract.
EAS Cloud Simulator
Run, control, and capture Expo apps remotely when a local iOS simulator or Android emulator is unavailable.
React Native Performance Guide
Diagnose and improve React Native performance with measured, evidence-based guidance.
Entity Registry
Maintain machine-readable entity identity, Knowledge Graph facts, and AI recognition evidence.
Nature Figure Making Skill (nature-figure)
Create submission-grade scientific figures for Nature and other high-impact journals: multi-panel layouts, journal-ready exports, and reviewer-risk checks.
GitHub Issue Creation & Triage
Create, review, and triage GitHub issues based on the repository's actual contribution workflow, avoiding duplicates and privacy leaks.
CameraX Development Skill
Procedural guidance for Android camera development with CameraX, covering migration, recording lifecycles, and hardware interop.
PinMe UniwebPay Payment Integration
Write Cloudflare Worker code that takes payments through UniwebPay directly via the SDK — links, checkout, subscriptions, refunds, and webhooks.
Loki Prompt Optimization Skill
Automatically repeats prompts so non-reasoning LLMs like Haiku get several times more accurate on structured tasks, with zero latency cost.
Model Catalog Refresh Skill (agent-service-toolkit)
Periodically audits and updates the repo's LLM model catalog against what each provider currently ships, keeping enums, defaults and tests in sync.