Process and generate multimedia content using Google Gemini API for better vision capabilities. Capabilities include analyze audio files (transcription with timestamps,…
로깅 컨벤션 검증 스킬. Python 코드의 로깅 패턴을 분석하여 규칙 준수 여부를 검사한다.
Use after creating PR - monitor CI pipeline, resolve failures, address review feedback, and merge when all gates pass
Primary tool for all code navigation and reading in supported languages (Rust, Python, TypeScript, JavaScript, Go, Java, Scala, SQL).
Expert in error handling, Error Boundaries, Sentry integration, logging strategies, error recovery, user-friendly error UI, and debugging tools
Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code.
Implement observability and monitoring using Cloudflare Workers Analytics, wrangler tail for logs, and health checks.
Configures automated infrastructure monitoring with mobile alerts (ntfy.sh and Home Assistant) and implements auto-recovery for common failures.
Use when: reviewing, designing, implementing, or debugging C++ object lifetime, dangling pointers or references, iterator invalidation, reference invalidation, string_view or span…
This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "use MLflow with DSPy", mentions "inspect_history", "custom…
Service health monitoring, alerting patterns, and incident response. Check if services are up, diagnose issues, set up alerting rules.
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links.
Infrastructure operations skill for monitoring servers, validating tokens, and managing backups. Triggers: /infra-status, /token-check, /backup-now
Analyze a repository's type system and generate type-safe DAG execution pipelines with GraphSentry-style certificate verification.
Arize Phoenix observability platform setup for LLM debugging and evaluation
Generates MediatR Pipeline Behaviors for cross-cutting concerns like logging, validation, exception handling, caching, and performance monitoring.
Adds an event consumer that writes to Azure Data Lake (Parquet) following BI_SALES_RISK plan. Creates events/consumers/[Name]DataLakeCollector.ts subscribing to RabbitMQ, building…
Monitoring et observabilité pour agents IA en production. Traces, métriques, alertes. Se déclenche avec "monitoring agent", "observabilité agent", "LangSmith", "traces ag — from…
Telemetry and observability patterns for AI agent systems. Structured multi-transport logging, OpenTelemetry traces/spans through action gates, crash diagnostics,…
Grafana Labs LLM plugin, Assistant ve HTTP API ayrımını Sentinel CLI bağlamında açıklarken kullan.
Gives Claude Code operators a live dashboard for multi-agent sessions, tool calls, file activity, and nested task progress so debugging starts from what the agents are actually…
Operational patterns for LLM inference: latency budgeting, tail-latency control, caching, batching/scheduling, quantization/compression, parallelism, and reliable serving at…
Use when designing AI agent observability architecture, integrating mission-control dashboards, or defining AI-specific KPI schemas
Giải thích dashboard Grafana Dotnet Runtime Metrics (Prometheus) — GC, memory, thread pool, JIT, exceptions.
Structures catastrophe risk assessment with model output interpretation and accumulation monitoring. Use when analyzing cat risk, interpreting cat model results, or managing cat…
Optimize Anthropic Claude API costs with model routing, prompt caching, batching, and spend monitoring.
Use when an approved ai-architecture.md needs eval or observability coverage for an Anthropic Claude capability.
Implement comprehensive API error handling with standardized error responses, logging, monitoring, and user-friendly messages.
Instrument API requests with spans and distributed tracing. Use when tracking request latency or debugging API issues.
Implementing comprehensive logging, tracking, and audit trails for AI systems to ensure compliance and enable debugging.
Optimize BambooHR integration costs through request reduction, caching, and usage monitoring. Use when analyzing API usage patterns, reducing unnecessary calls, or implementing…
Use when designing, reviewing, or debugging Batch Apex contracts, scope sizing, stateful behavior, chaining, and AsyncApexJob monitoring.
Use when you need to run a binary, trace execution, or observe runtime behavior. Runtime analysis via QEMU emulation, GDB debugging, and Frida hooking - syscall tracing ( — from…
Analyze MSBuild binary logs to diagnose build failures by replaying binlogs to searchable text logs. Only activate in MSBuild/.NET build context.
Discovers periodic signals of unknown period in time-series omics data using Lomb-Scargle periodograms (scipy), autocorrelation, and wavelet time-frequency decomposition (pywt).
Use when troubleshooting Bknd issues, debugging errors, fixing common problems, or diagnosing why something isn't working.
Build Kubernetes observability stacks with Prometheus, Grafana, OpenTelemetry, Jaeger, and Loki. Use when implementing metrics, tracing, logging, SRE practices, or cost…
Use when building AI agents with OpenAI's Agents SDK. Triggers include creating agents, implementing tools, multi-agent handoffs, guardrails, MCP integration, tracing.
Handle Canva Connect API rate limits with backoff, queuing, and monitoring. Use when hitting 429 errors, implementing retry logic, or optimizing API request throughput for Canva…
Check Python logging levels and patterns for correctness. Focus on identifying wrong severity levels and missing exception handling. Use when reviewing code quality.
An ASE skill built on Checkmate, the open source self-hosted monitoring platform for uptime, incidents, response times, and infrastructure visibility.
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring ne — from…
Debug and analyze web applications using Chrome DevTools MCP. Use for console log inspection, network request monitoring, performance analysis, and debugging authenticated…
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring ne — from…
Autonomous CI fix loop with background monitoring and retry logic. Runs up to 10 fix-commit-push-wait cycles until CI passes or max retries reached.
Use after creating PR - monitor CI pipeline, resolve failures cyclically until green or issue is identified as unresolvable
Optimize Anthropic API costs — model selection, prompt caching, batches, Use when working with cost-tuning patterns. token reduction, and usage monitoring.
Emit low-cost debug telemetry for skill-listing batches that records batch size, initial-vs-dynamic mode, and cumulative sent count without logging the payload body.
Claude Code internals - hooks, skills, subagents, headless mode, and debugging, current as of June 2026.
Implement monitoring, logging, and observability for Clerk authentication. Use when setting up monitoring, debugging auth issues in production, or implementing audit logging.
Optimize ClickUp API usage costs through plan selection, request reduction, caching, and usage monitoring.
Handle ClickUp API rate limits with backoff, queuing, and header monitoring. Use when hitting 429 errors, implementing retry logic, or optimizing API throughput against ClickUp's…
Systematic debugging with root cause tracing. Use when encountering bugs, test failures, or unexpected behavior - find root cause before attempting fixes, trace backward through…
Analyze code complexity, cyclomatic complexity, maintainability index, and code churn using metrics tools.
Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases.
Token-efficient JS/TS code investigation. Use when exploring unfamiliar code, tracing symbol usage, understanding a file before editing, debugging cross-file behavior, or…
Configure OpenTelemetry distributed tracing, metrics, and logging in ASP.NET Core using the .NET OpenTelemetry SDK.
Global hooks for logging Claude Code conversation events to markdown files. Tracks prompts, tool usage, and responses across all sessions.
Unify metrics, logs, and traces for cohesive debugging. Implement exemplars for log-to-trace linking, build unified dashboards using RED/USE methods, and enable rapid root cause…
Implement distributed tracing with correlation IDs, trace propagation, and span tracking across microservices.