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devops llm ai AI Skills

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GitHub

validator-expert

jeremylongshore

Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Generates weighted scores (0-100%) with actionable recommendations....

GitHub

windsurf-debugging-ai

jeremylongshore

Execute use Cascade for intelligent debugging and error analysis. Activate when users mention "debug with ai", "error analysis", "cascade debug", "find bug", or "troubleshoot code". Handles AI-assisted debuggin...

GitHub

running-clustering-algorithms

jeremylongshore

This skill enables Claude to execute clustering algorithms on datasets. It is used when the user requests to perform clustering, identify groups within data, or analyze data structure. The skill supports algori...

GitHub

training-machine-learning-models

jeremylongshore

This skill trains machine learning models using automated workflows. It analyzes datasets, selects appropriate model types (classification, regression, etc.), configures training parameters, trains the model wi...

GitHub

evaluating-machine-learning-models

jeremylongshore

This skill allows Claude to evaluate machine learning models using a comprehensive suite of metrics. It should be used when the user requests model performance analysis, validation, or testing. Claude can use t...

GitHub

deepgram-core-workflow-a

jeremylongshore

Implement speech-to-text transcription workflow with Deepgram. Use when building pre-recorded audio transcription, batch processing, or implementing core transcription features. Trigger with phrases like "deepg...

GitHub

klingai-camera-control

jeremylongshore

Manage control camera movements in Kling AI video generation. Use when creating cinematic effects, dynamic shots, or specific camera movements. Trigger with phrases like 'klingai camera', 'kling ai camera motio...

GitHub

analyzing-text-with-nlp

jeremylongshore

Execute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when the user requests analysis of text, including sentimen...

GitHub

deepgram-security-basics

jeremylongshore

Apply Deepgram security best practices for API key management and data protection. Use when securing Deepgram integrations, implementing key rotation, or auditing security configurations. Trigger with phrases l...

GitHub

validating-ai-ethics-and-fairness

jeremylongshore

This skill enables Claude to validate the ethical implications and fairness of AI/ML models and datasets. It is triggered when the user requests an ethics review, fairness assessment, or bias detection for an A...

GitHub

klingai-usage-analytics

jeremylongshore

Build usage analytics and reporting for Kling AI. Use when tracking generation patterns, analyzing costs, or creating dashboards. Trigger with phrases like 'klingai analytics', 'kling ai usage report', 'klingai...

GitHub

performing-regression-analysis

jeremylongshore

Execute this skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, generates appropriate regression models (linear, polynomial,...

GitHub

perplexity-incident-runbook

jeremylongshore

Execute Perplexity incident response procedures with triage, mitigation, and postmortem. Use when responding to Perplexity-related outages, investigating errors, or running post-incident reviews for Perplexity...

GitHub

wandb-experiment-logger

jeremylongshore

Execute wandb experiment logger operations. Auto-activating skill for ML Training. Triggers on: wandb experiment logger, wandb experiment logger Part of the ML Training skill category. Use when working with wan...

GitHub

langchain-migration-deep-dive

jeremylongshore

Complex migration strategies for LangChain applications. Use when migrating from legacy LLM frameworks, refactoring large codebases, or implementing phased migration approaches. Trigger with phrases like "langc...

GitHub

managing-autonomous-development

jeremylongshore

Enables Claude to manage Sugar's autonomous development workflows. It allows Claude to create tasks, view the status of the system, review pending tasks, and start autonomous execution mode. Use this skill when...

GitHub

zai-cli

jeremylongshore

Execute z.AI CLI providing vision, search, reader, and GitHub exploration via CLI and MCP. Use when user needs image/video analysis, OCR, UI-to-code conversion, error diagnosis, real-time web search, web page t...

GitHub

validating-ai-ethics-and-fairness

jeremylongshore

Validate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing AI systems for ethical compliance, fairness assessment, or bias detection. Trigger with phrases like "evaluate mode...

GitHub

lindy-performance-tuning

jeremylongshore

Optimize Lindy AI agent performance and response times. Use when improving latency, optimizing throughput, or reducing response times. Trigger with phrases like "lindy performance", "lindy slow", "optimize lind...

GitHub

tracking-model-versions

jeremylongshore

This skill enables Claude to track and manage AI/ML model versions using the model-versioning-tracker plugin. It should be used when the user asks to manage model versions, track model lineage, log model perfor...

GitHub

juicebox-core-workflow-a

jeremylongshore

Execute Juicebox people search workflow. Use when building candidate sourcing pipelines, searching for professionals, or implementing talent discovery features. Trigger with phrases like "juicebox people search...

GitHub

fireflies-prod-checklist

jeremylongshore

Execute Fireflies.ai production deployment checklist and rollback procedures. Use when deploying Fireflies.ai integrations to production, preparing for launch, or implementing go-live procedures. Trigger with p...

GitHub

langchain-ci-integration

jeremylongshore

Configure LangChain CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating LangChain tests into your build process. Trigger with phras...

GitHub

optimizing-prompts

jeremylongshore

This skill optimizes prompts for Large Language Models (LLMs) to reduce token usage, lower costs, and improve performance. It analyzes the prompt, identifies areas for simplification and redundancy removal, and...

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