Claude Skills for a Data Scientist / ML — Page 24
TAO VLM Binary Gap Analyzer
Extract false-positive and false-negative cases from VLM yes/no predictions for downstream root-cause analysis.
TAO Hugging Face Model Integrator
Connect Hugging Face computer-vision models to NVIDIA TAO training, ONNX export, and TensorRT deployment workflows.
TAO AutoML + DEFT Three-Phase Pipeline
Chains hyperparameter tuning, iterative data improvement, and final refinement for AOI and other DEFT applications.
Mask Grounding DINO Training & Deployment
Train and deploy text-guided open-vocabulary instance segmentation models.
TileGym Transformers Kernel Integration
Integrate TileGym kernels into Hugging Face Transformers models without editing Transformers source.
LoRA Space Demo Builder
Build and publish a tailored Gradio Space for a Hugging Face LoRA.
Google Cloud Agent Evaluation Flywheel
Improve model and agent quality through structured evaluation, failure analysis, and iteration.
Cross-Cloud Agentic Analytics Architect
Design governed, secure agentic analytics for distributed data
Expo Integration Examples
Adapt Expo’s official patterns for third-party integrations.
Expo Native Module Builder
A practical guide to creating Expo native modules and views with Swift, Kotlin, and TypeScript.
React Native Performance Playbook
Actionable rules for building faster, more reliable React Native and Expo apps.
Blog Chart SVG Generator
Creates accessible, dark-mode-compatible inline SVG charts for blog posts.
Idea Refine
Turn vague ideas into tested, actionable product directions.
Source-Driven Development
Ground framework and library decisions in current official documentation instead of stale memory.
Context Degradation Diagnosis
Identify and mitigate lost attention, poisoning, distraction, confusion, and conflict in long agent contexts.
Agent Tool Design Guide
Design tool interfaces agents can route, call, and recover from reliably.
Catheter Navigation Setup Verification
Checks host, GPU, and Python path readiness for catheter navigation.
CE Commit Assistant
Create git commits with clear, value-communicating messages that state the outcome.
PUA High-Agency Governance Skill (Trae Edition)
Uses big-tech PUA rhetoric and verification-forcing procedures to make the AI exhaust every option before giving up, especially when tasks fail repeatedly or users are frustrated.
Plan Execution Orchestrator
Execute a phased implementation plan using subagents, with built-in verification and gated commits.
Make Plan
Create a phased implementation plan grounded in real APIs through documentation discovery and verification.
Universal Release Flow
Auto-detects version files and changelogs, then handles version bump, commit, tagging, and GitHub Releases for any project.
Loop Constraints Enforcer
Enforce project-level constraints at the start of every agent run as a guardrail.
Loop Verifier
Independent checking agent that verifies loop-produced changes and rejects unless evidence is strong.