Retell AI upgrade migration — AI voice agent and phone call automation. Use when working with Retell AI for voice agents, phone calls, or telephony. Trigger with phrases like "retell upgrade migration", "retellai-upgrade-migration", "voice agent".
Implement LangChain rate limiting, retry strategies, and backoff. Use when handling API rate limits, controlling request throughput, or implementing concurrency-safe batch processing. Trigger: "langchain rate limit", "langchain throttling", "langchain backoff", "langchain retry", "API quota", "429 error".
Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize deep learning model" or "improve model performance". Trigger with phrases like 'optimize', 'performance', or 'speed up'.
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered when the user requests assistance with fine-tuning a model, adapting a pre-trained model to a new dataset, or performing... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
Production readiness checklist for LangChain applications. Use when preparing for launch, validating deployment readiness, or auditing existing production LangChain systems. Trigger: "langchain production", "langchain prod ready", "deploy langchain", "langchain launch checklist", "go-live langchain".
Build model explainability tool operations. Auto-activating skill for ML Training. Triggers on: model explainability tool, model explainability tool Part of the ML Training skill category. Use when working with model explainability tool functionality. Trigger with phrases like "model explainability tool", "model tool", "model".
Execute use when provisioning Vertex AI ADK infrastructure with Terraform. Trigger with phrases like "deploy ADK terraform", "agent engine infrastructure", "provision ADK agent", "vertex AI agent terraform", or "code execution sandbox terraform". Provisions Agent Engine runtime, 14-day code execution sandbox, Memory Bank, VPC Service Controls, IAM roles, and secure multi-agent infrastructure.
Configure with feature engineering helper operations. Auto-activating skill for ML Training. Triggers on: feature engineering helper, feature engineering helper Part of the ML Training skill category. Use when working with feature engineering helper functionality. Trigger with phrases like "feature engineering helper", "feature helper", "feature".
Retell AI install auth — AI voice agent and phone call automation. Use when working with Retell AI for voice agents, phone calls, or telephony. Trigger with phrases like "retell install auth", "retellai-install-auth", "voice agent".
Define custom routing rules for OpenRouter requests based on user tier, task type, cost budget, and availability. Triggers: 'openrouter rules', 'routing rules', 'custom routing openrouter', 'conditional model selection'.
Configure enterprise role-based access control for Lindy AI workspaces. Use when setting up team permissions, managing workspace access, or implementing enterprise security policies with SSO/SCIM. Trigger with phrases like "lindy permissions", "lindy RBAC", "lindy access control", "lindy enterprise security", "lindy SSO".
Build pytorch model trainer operations. Auto-activating skill for ML Training. Triggers on: pytorch model trainer, pytorch model trainer Part of the ML Training skill category. Use when working with pytorch model trainer functionality. Trigger with phrases like "pytorch model trainer", "pytorch trainer", "pytorch".
Design production architectures using OpenRouter as the LLM gateway. Use when planning system design, reviewing architecture, or scaling AI applications. Triggers: 'openrouter architecture', 'openrouter system design', 'openrouter at scale', 'llm gateway architecture'.
Configure cross validation setup operations. Auto-activating skill for ML Training. Triggers on: cross validation setup, cross validation setup Part of the ML Training skill category. Use when working with cross validation setup functionality. Trigger with phrases like "cross validation setup", "cross setup", "cross".
Configure mlflow tracking setup operations. Auto-activating skill for ML Training. Triggers on: mlflow tracking setup, mlflow tracking setup Part of the ML Training skill category. Use when working with mlflow tracking setup functionality. Trigger with phrases like "mlflow tracking setup", "mlflow setup", "mlflow".
Test train test splitter operations. Auto-activating skill for ML Training. Triggers on: train test splitter, train test splitter Part of the ML Training skill category. Use when writing or running tests. Trigger with phrases like "train test splitter", "train splitter", "train".
Configure with gradient clipping helper operations. Auto-activating skill for ML Training. Triggers on: gradient clipping helper, gradient clipping helper Part of the ML Training skill category. Use when working with gradient clipping helper functionality. Trigger with phrases like "gradient clipping helper", "gradient helper", "gradient".
Implement Exa reliability patterns: query fallback chains, circuit breakers, and graceful degradation. Use when building fault-tolerant Exa integrations, implementing fallback strategies, or adding resilience to production search services. Trigger with phrases like "exa reliability", "exa circuit breaker", "exa fallback", "exa resilience", "exa graceful degradation".
Implement Instantly.ai reference architecture with best-practice project layout. Use when designing new Instantly integrations, planning multi-campaign systems, or building an outreach automation platform. Trigger with phrases like "instantly architecture", "instantly project structure", "instantly reference design", "instantly system design", "instantly integration layout".
Implement Instantly.ai rate limiting, backoff, and request throttling patterns. Use when handling 429 errors, implementing retry logic, or building high-throughput Instantly integrations. Trigger with phrases like "instantly rate limit", "instantly 429", "instantly throttle", "instantly backoff", "instantly retry".
