Monitoring
Logging, metrics, and observability
backend-principle-eng-typescript-pro-max
by PrakharMNNIT
"Principal backend engineering intelligence for TypeScript services. Actions: plan, design, build, implement, review, fix, optimize, refactor, debug, secure, scale backend code and architectures. Focus: correctness, reliability, performance, security, observability, scalability, operability, cost."
backend-principle-eng-nodejs-pro-max
by PrakharMNNIT
"Principal backend engineering intelligence for Node.js runtime systems. Actions: plan, design, build, implement, review, fix, optimize, refactor, debug, secure, scale backend code and architectures. Focus: correctness, reliability, performance, security, observability, scalability, operability, cost."
implementing-opentelemetry
by sumik5
OpenTelemetry implementation for distributed system observability covering instrumentation API/SDK and Collector deployment. Use when implementing tracing, metrics, or logging with OpenTelemetry. Covers Collector pipelines, semantic conventions, and organizational adoption strategies. For monitoring strategy, alerting design, telemetry pipeline architecture, observability concepts, SLOs, and sampling strategies, use designing-monitoring instead. For application-level logging design and log collection architecture beyond OTel Logs Signal, use implementing-logging.
backend-principle-eng-python-pro-max
by PrakharMNNIT
"Principal backend engineering intelligence for Python services and data systems. Actions: plan, design, build, implement, review, fix, optimize, refactor, debug, secure, scale backend code and architectures. Focus: correctness, reliability, performance, security, observability, scalability, operability, cost."
risk-analysis
by melodic-software
Risk analysis using risk registers, probability/impact matrices, and mitigation planning. Identifies, assesses, and manages project, business, and technical risks with structured response strategies.
backend-principle-eng-java-pro-max
by PrakharMNNIT
"Principal backend engineering intelligence for Java services and distributed systems. Actions: plan, design, build, implement, review, fix, optimize, refactor, debug, secure, scale backend code and architectures. Focus: correctness, reliability, performance, security, observability, scalability, operability, cost."
disaster-recovery
by timequity
Backup strategies, disaster recovery planning, and business continuity.
root-cause-tracing
by timequity
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack to identify source of invalid data
cursor-ide-browser-skills
by trotsky1997
Browser automation in Cursor IDE using MCP protocol server cursor-ide-browser. Use when (1) Automating web interactions in Cursor IDE, (2) Navigating web pages, (3) Clicking buttons or links, (4) Filling forms or input fields, (5) Taking screenshots or capturing page snapshots, (6) Debugging web pages by checking console messages or network requests, (7) Extracting information from web pages, (8) Testing web applications, (9) Interacting with web-based documentation or tools, (10) Any task requiring programmatic browser control within Cursor IDE
data-engineering
by eyadsibai
Use when "data pipelines", "ETL", "data warehousing", "data lakes", or asking about "Airflow", "Spark", "dbt", "Snowflake", "BigQuery", "data modeling"
learn
by kevinslin
learn from the current session
cost-optimization
by timequity
Cloud cost management, rightsizing, and FinOps practices.
experiment-tracking
by eyadsibai
Use when "experiment tracking", "MLflow", "Weights & Biases", "wandb", "model registry", "hyperparameter logging", "ML experiments", "training metrics"
monitoring-observability
by 1Mangesh1
Observability patterns and monitoring best practices. Use when user asks to "set up monitoring", "structured logging", "distributed tracing", "metrics collection", "observability", "APM setup", "log aggregation", "metrics dashboards", "error tracking", "performance monitoring", or mentions observability stack and monitoring strategy.
logging-best-practices
by trancong12102
Logging best practices focused on wide events (canonical log lines) for powerful debugging and analytics
azure-ai-document-intelligence-ts
by Tryboy869
"Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building custom document models."
zeberg-salomon-rotator
by fatfingererr
用領先和同時指標建構景氣模型，並判讀兩種景氣階段：景氣擴張期 (Risk-On) 與景氣收縮期 (Risk-Off)，並根據理論給出 "撞冰山" 與 "下沉" 事件訊號。
libby-book-monitor
by alexpolonsky
Track book availability on Libby/OverDrive libraries. Search library catalogues, manage a watchlist, and get notified when books are added. Use for "libby", "check libby", "libby watchlist", "is book on libby", "book available", "overdrive", "library catalogue", "ספרייה", "ספרים".
spawn-worker
by weegigs
Spawn headless Claude agents in isolated jj workspaces to work on beads tasks. Use when delegating tasks to parallel workers.
pci-compliance
by peixotorms
Use when building payment processing, handling credit card data, PAN, CVV, cardholder data environment (CDE), implementing checkout flows, tokenization, Stripe, Braintree, or any code that touches cardholder information — PCI DSS v4.0 coding patterns, SAQ selection, data classification, AES-256 encryption, TLS 1.2, audit log, data masking, Luhn validation, payment gateway integration, 3-D Secure, scope reduction, network segmentation
cloud-monitoring
by liauw-media
"Cloud monitoring with Prometheus, Grafana, and cloud-native tools. Use when setting up metrics, alerts, dashboards, or troubleshooting performance issues."
root-cause-tracing
by Crumbgrabber
Use when errors occur deep in execution and you need to trace back to
pdf-processing-pro
by Crumbgrabber
Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in production environments, processing large volumes of PDFs, or requiring robust error handling and validation.
limit-optional-properties
by marius-townhouse
Use when adding optional properties. Use when types have many optional fields. Use when considering required vs optional.