Monitoring
Logging, metrics, and observability
llm-wiki-os
by yuancafe
The Self-Evolving Knowledge OS for AI Agents. Features: 3-Tier Sourcing, SQLite Indexing, Reflect & Grow, and the new "Observer" module for autonomous tracking.
vargdown
by wassname
Verified Argdown maps with credences and source quotes.
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"
dependency-lifeline
by famaoai-creator
Proactively monitors and plans library updates. Assesses the risk of breaking changes and proposes safe update paths.
data-lineage-guardian
by famaoai-creator
Tracks the flow and integrity of data across the entire stack. Monitors data quality, ensures "Right to be Forgotten" compliance, and visualizes data lineage.
audit-log
by melodic-software
View audit log entries for all component types (skills, commands, agents, hooks, etc.) to monitor audit health and track coverage
database-connect
by manastalukdar
Database MCP server integration for PostgreSQL, MySQL, MongoDB
ab-test-setup
by sarfraznawaz2005
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
backend-principle-eng-cpp-pro-max
by PrakharMNNIT
"Principal backend engineering intelligence for C++ systems and performance-critical services. Actions: plan, design, build, implement, review, fix, optimize, refactor, debug, secure, scale backend code and architectures. Focus: correctness, memory safety, latency, reliability, observability, scalability, operability."
backend-principle-eng-javascript-pro-max
by PrakharMNNIT
"Principal backend engineering intelligence for JavaScript 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."
gui-screenshot-loop
by Idate96
General GUI screenshot loop via MCP. Use for any screen/window/region capture while debugging UI or visual tools.
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.
cloud-waste-hunter
by famaoai-creator
Actively identifies and eliminates unused or over-provisioned cloud resources. Goes beyond estimation to hunt for actual cost savings in live environments.
Skill: IDEA Config Backup
by teslasoft-de
Professional skills and tools for Claude Code, including UX design, authentication patterns, collaboration workflows, and developer tools.
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.
benchmarking
by melodic-software
Benchmarking and competitive analysis techniques. Compares performance, processes, and practices against industry standards, competitors, and best-in-class organizations.
monitoring-config-auditor
by famaoai-creator
status: implemented
python-dual-mode
by Victory-Hugo
将既有或新编写的 Python 脚本重构为双模式模块，用于稳定、可维护的数据处理流。
cleanproject
by manastalukdar
Remove debug artifacts and temporary files safely with git checkpoint protection
kitty
by XYenon
Instructions for using kitty remote control to spawn windows/tabs, send text, inspect output, and manage processes. Useful for running servers or long-running tasks in the background.
strategy
by teslasoft-de
Develop UX strategy, metrics, and organizational alignment. Use for UX vision, roadmaps, maturity assessment, DesignOps, HEART/CASTLE metrics, north star metric, experience canvas, UX OKRs, UX ROI calculation, stakeholder alignment, agentic UX, and delegative UI patterns.
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.