Monitoring

rspack-tracing

by rstackjs

Comprehensive guide and toolkit for diagnosing Rspack build issues. Quickly identify where crashes/errors occur, or perform detailed performance profiling to resolve bottlenecks. Use when the user encounters build failures, slow builds, or wants to optimize Rspack performance.

aws-strands-agents-agentcore

by sammcj

Use when working with AWS Strands Agents SDK or Amazon Bedrock AgentCore platform for building AI agents. Provides architecture guidance, implementation patterns, deployment strategies, observability, quality evaluations, multi-agent orchestration, and MCP server integration.

deepeval

by sammcj

Use when discussing or working with DeepEval (the python AI evaluation framework)

olore-axiom-latest

by olorehq

Local Axiom documentation reference (latest). Axiom observability documentation. Use for log ingestion, APL queries, dashboards, alerting, integrations, Next.js/Vercel/Lambda, and real-time analytics.

Root Cause Tracing

by bobmatnyc

Systematically trace bugs backward through call stack to find original trigger

tool-ast-grep-rules

by Heyvhuang

'Write AST-based code search and rewrite rules using ast-grep YAML. Create linting rules, code modernizations, and API migrations with auto-fix. Use when the user mentions ast-grep, tree-sitter patterns, code search rules, lint rules with YAML, AST matching, or code refactoring patterns.'

pr-threshold

by WellApp-ai

Track commit accumulation and trigger PR when thresholds crossed

orchestration-best-practices

by peterbamuhigire

Master skill for orchestrating multi-step workflows. Use when generating code for complex processes, agent coordination, or system design. Ensures proper step definition, dependency tracking, error handling, and validation.

reading-logs

by rileyhilliard

Analyzes logs efficiently through targeted search and iterative refinement. Use when investigating errors, debugging incidents, or analyzing patterns in application logs.

analytics-interpretation

by manojbajaj95

Interpret GA4 and GSC data with benchmarks, status indicators, and actionable insights

playwright-debugging

by ed3dai

Use when Playwright scripts fail, tests are flaky, selectors stop working, or timeouts occur - provides systematic debugging approach for browser automation issues

daemon-logs

by terrylica

View asciinema chunker daemon logs. TRIGGERS - daemon logs, chunker logs, backup logs.

ab-test-setup

by benjaminasterA

"Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."

dspy-finetune-bootstrap

by OmidZamani

This skill should be used when the user asks to "fine-tune a DSPy model", "distill a program into weights", "use BootstrapFinetune", "create a student model", "reduce inference costs with fine-tuning", mentions "model distillation", "teacher-student training", or wants to deploy a DSPy program as fine-tuned weights for production efficiency.

agent-telemetry

by petekp

Make application behavior visible to coding agents by exposing structured logs and telemetry. Use when asked to "add telemetry", "make logs accessible to agents", "add observability", "debug with logs", or when an agent needs to understand runtime behavior but has no way to query logs. Also use when debugging is difficult because there are no structured logs, when agent docs (CLAUDE.md, AGENTS.md) lack instructions for querying application logs, or when setting up logging infrastructure for a new or existing web application.

ai-model-web

by TencentCloudBase

Use this skill when developing browser/Web applications (React/Vue/Angular, static websites, SPAs) that need AI capabilities. Features text generation (generateText) and streaming (streamText) via @cloudbase/js-sdk. Built-in models include Hunyuan (hunyuan-2.0-instruct-20251111 recommended) and DeepSeek (deepseek-v3.2 recommended). NOT for Node.js backend (use ai-model-nodejs), WeChat Mini Program (use ai-model-wechat), or image generation (Node SDK only).

ArgoRollouts

by julianobarbosa

Argo Rollouts progressive delivery controller for Kubernetes. USE WHEN user mentions rollouts, canary deployments, blue-green deployments, progressive delivery, traffic shifting, analysis templates, or Argo Rollouts. Provides deployment strategies, CLI commands, metrics analysis, and YAML examples.

monitor

by whawkinsiv

"Use this skill when the user needs to set up production monitoring, track app health, configure error alerts, or respond to incidents. Covers error tracking, uptime monitoring, performance metrics, and incident response for SaaS applications."

knip

by knoopx

Finds unused dependencies, files, and exports in JS/TS projects. Use when cleaning up dead code, removing stale packages from package.json, or identifying unreferenced exports.

dspy-debugging-observability

by OmidZamani

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 callbacks", "observability", "production monitoring", "cost tracking", or needs to debug, trace, and monitor DSPy applications in development and production.

dspy-evaluation-suite

by OmidZamani

This skill should be used when the user asks to "evaluate a DSPy program", "test my DSPy module", "measure performance", "create evaluation metrics", "use answer_exact_match or SemanticF1", mentions "Evaluate class", "comparing programs", "establishing baselines", or needs to systematically test and measure DSPy program quality with custom or built-in metrics.

menu-debug

by openharmonyinsight

This skill should be used when user asks to "Menu宽度为0", "Menu宽度问题", "Menu显示异常", "Menu子窗口问题", "Menu layout异常", "recreate subwindow", "快速打开Menu问题", "Menu闪退", "Menu位置错误", "子窗口recreate", "Menu崩溃", "Menu打印recreate", "点击无响应", "点击菜单关闭", "菜单位置左上角", "菜单方向不对", "菜单避让坑", "宽度高度为0", or mentions any Menu component issues like Menu width being 0, Menu display problems, Menu subwindow issues, Menu layout exceptions, positioning errors, crashes, click response issues, menu closing immediately, incorrect positioning, direction issues, safe area issues, or zero width/height problems. Provides systematic debugging guidance for Menu component issues including width problems, subwindow recreation, layout exceptions, positioning errors, crash analysis, click issues, menu positioning, and dimension problems with automatic log enhancement patch generation.

Analyze current directory

by openharmonyinsight

ios-android-logs

by Cap-go

Guide to accessing device logs on iOS and Android for Capacitor apps. Covers command-line tools, GUI applications, filtering, and real-time streaming. Use this skill when users need to view device logs for debugging.