Monitoring
Logging, metrics, and observability
context-status
by clearsmog
Show current context status and session health. Use to check how much context has been used, whether auto-compact is approaching, and what state will be preserved.
unity-debug-log
by cuozg
Generate copy-paste Debug.Log snippets — [DBG] prefix, color tags, string interpolation, wrapped in UNITY_EDITOR guard. Read-only, never writes to project files. Triggers — 'debug log', 'add logging', 'trace log', 'log snippet', 'debug output'.
sentry-setup-metrics
by getsentry
Setup Sentry Metrics in any project. Use this when asked to add Sentry metrics, track custom metrics, setup counters/gauges/distributions, or instrument application performance metrics. Supports JavaScript, TypeScript, Python, React, Next.js, and Node.js.
work-management
by ajshedivy
"Query, monitor, and analyze jobs on IBM i using SQL table functions via ibmi-mcp-server. Use when user asks about: (1) finding jobs by status, user, subsystem, or type, (2) monitoring active job performance (CPU, I/O, memory), (3) detecting long-running SQL statements, (4) analyzing lock contention, (5) checking job queues, (6) replacing WRKACTJOB, WRKUSRJOB, WRKSBSJOB, WRKSBMJOB commands, or (7) any IBM i work management task."
sentry-ios-swift-setup
by getsentry
Setup Sentry in iOS/Swift apps. Use when asked to add Sentry to iOS, install sentry-cocoa SDK, or configure error monitoring, tracing, session replay, logging, or profiling for iOS applications using Swift and SwiftUI.
sentry-setup-tracing
by getsentry
Setup Sentry Tracing (Performance Monitoring) in any project. Use this when asked to add performance monitoring, enable tracing, track transactions/spans, or instrument application performance. Supports JavaScript, TypeScript, Python, Ruby, React, Next.js, and Node.js.
git-comment
by cuozg
Amend the last commit message to be clean and descriptive — use for 'amend commit', 'fix commit message', 'rewrite commit', 'change commit message'
data-pipelines
by AlexanderStephenThompson
ETL patterns, orchestration, and data pipeline architecture
dependency-lifeline
by famaoai-creator
Proactively monitors and plans library updates. Assesses the risk of breaking changes and proposes safe update paths.
ask-laravel-mechanic
by NavanithanS
Laravel maintenance with Zero Data Loss policy, Mongo/SQL debugging.
gui-screenshot-loop
by Idate96
General GUI screenshot loop via MCP. Use for any screen/window/region capture while debugging UI or visual tools.
gateway-doctor
by oyi77
Gateway unresponsive
debug-remote
by dbobkov245-source
Specialist in debugging TV apps remotely (logs, telemetry).
chaos-monkey-orchestrator
by famaoai-creator
Injects managed chaos into environments to test system resilience. Validates that self-healing and monitoring systems work as expected under stress.
rviz-screenshot-loop
by Idate96
Capture RViz/GUI screenshots via MCP to close the loop while debugging ROS. Use when you need visual verification in RViz or other windows.
designing-monitoring
by sumik5
Designs monitoring and observability systems covering anti-patterns, design patterns, layer-based strategy (6 layers), alerting, on-call operations, incident management, telemetry pipeline architecture, observability concepts (structured events, core analysis loop), SLO-based reliability, sampling strategies, and observability maturity model. Use when designing monitoring strategy, setting up alerting, choosing monitoring tools, building observability systems, implementing SLOs, or adopting observability practices. For OpenTelemetry SDK/API implementation, use implementing-opentelemetry instead. For green software carbon metrics and sustainability monitoring, use building-green-software instead. For Google Cloud monitoring (Cloud Logging, Security Command Center, Cloud Run), use developing-google-cloud instead. For LLM-specific evaluation and monitoring, use practicing-llmops. For application logging design, structured logging, and log collection pipelines, use implementing-logging instead.
monitoring-config-auditor
by famaoai-creator
status: implemented
skill-performance-monitor
by oyi77
Monitor and analyze skill effectiveness in real-time. Track usage, success rates, response quality, and user satisfaction for continuous optimization.
agent-activity-monitor
by famaoai-creator
Collects and visualizes statistics regarding the agent's activities, including skill usage, execution success rates, and task duration. Provides a data-driven dashboard for ecosystem health.
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.
self-reflection
by Ven0m0
Continuous self-improvement through structured reflection and memory
douyin-live
by haoanlan
"抖音直播间常驻监控 + 自动报告。后台守护进程持续运行，自动检测开播/下播，下播后生成分析报告并通过飞书推送"
runtime-self-improvement
by oyi77
Automatically improve OpenClaw and 1ai-skills at runtime. Analyze performance, detect gaps, enhance skills, and self-optimize during operation.
error-detective
by icartsh
TRACE 프레임워크(Trace, Read, Analyze, Check, Execute)를 사용한 체계적인 디버깅 및 에러 해결입니다. 에러 디버깅, 스택 트레이스(stack traces) 분석, 실패 조사, 근본 원인 분석(root cause analysis) 또는 운영 이슈 트러블슈팅 시 사용합니다.