监控
日志、指标与可观测性
plan-progress-reporting
kieutrongthien
Create concise progress reports, metrics, and stakeholder communications.
pm
jforksy
PRD writing and feature specification with lean/MVP mindset for CTO-ready handoff
farol
hugoapolinario
Install and use the Farol Python SDK (@trace) to sync AI agent runs, tokens, cost, and steps to Farol observability. Use when adding observability to Python agents.
campsite-recon
JamalMansuri
Check campsite and wilderness permit availability. Three modes: preset Bay Area weekend scan (with weather), free-text search of any location over a specific date range, or a recurring watch that notifies only when sites open. Use when the user mentions camping, open sites, wilderness permits, a weekend trip, or asks to keep checking / be notified.
learning-log-generator
khw1031
Git 커밋 히스토리 기반으로 일자별 학습 로그를 생성합니다. 학습 로그, 학습 기록, 일지 생성, recap, 복습 일정, 학습 요약 요청 시 사용.
observability-grafana-dashboards
baotoq
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.
agent-usage-stats
huyiling1111
"选择要监控的 AI 助手 → 查看 token 消耗。支持 Hermes / Claude Code / CodeX / OpenClaw，每次都让你选"
kor-ui
KorSoftwareSolutions
Complete guide for using the Kor UI library (@korsolutions/ui) in React Native and Expo applications. Use this skill when building user interfaces with Universal UI, customizing themes, setting up the library, working with any of the 27+ components (Button, IconButton, Input, Select, Checkbox, RadioGroup, Alert, Card, Separator, Tabs, Menu, Popover, Calendar, Toast, etc.), styling and theming, implementing compound components, debugging component issues, or when the user mentions "@korsolutions/ui", "Universal UI", "UIProvider", or asks about unstyled primitives, theme customization, or React Native UI components. This skill covers installation, provider setup, component usage patterns, theme customization, variant system, hooks, responsive design, and troubleshooting.
growth-experiment
brandonckhoo
Autonomous Growth PM experiment designer for Amplitude Experiment. Give it a problem, data analysis output, or raw hypothesis — it runs the full loop: generates top 3 ranked experiment ideas from Akash Gupta's 10x10 behavioral trigger matrix (matched to user journey stage), ranks them using 4-factor prioritization (Expected Impact, Statistical Power, Brand Risk, Learning Value), writes a complete Atlassian-structured experiment proposal, calculates sample size and runtime using the Optimizely calculator method, and either creates the experiment directly via the Amplitude MCP (if connected) or outputs a copy-paste ready Amplitude Experiment setup block. Trigger phrases: "design an experiment", "generate experiment ideas", "what should I test?", "rank my experiments", "run an A/B test", "set up an experiment", "metric is dropping", "I want to test", "write an experiment brief", "experiment proposal", "experiment plan", "vibe experiment", "growth experiment", "experiment sprint", "quarterly experiments".
HiveControl Heartbeat
inspireyourbrand-dev
Manual runs ignore frequency throttle and return immediately when complete.
observability-prometheus-configuration
baotoq
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
data-science-interactive-apps
legout
"Interactive web apps for data science: Streamlit, Panel, and Gradio. Use for prototyping ML models, creating data exploration dashboards, and sharing insights with non-technical stakeholders."
core-engineering
JustineDevs
Object-oriented design and Core Engineering principles for AI agents and developers. Use when the user asks about OOP (four pillars), SOLID, encapsulation, abstraction, inheritance, polymorphism, Single Responsibility, Open/Closed, Liskov Substitution, Interface Segregation, Dependency Inversion, composition over inheritance, DRY, KISS, YAGNI, Law of Demeter, or association vs aggregation vs composition. Includes how each principle looks and example code.
observability-distributed-tracing
baotoq
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.
kind-senior-developer
khw1031
특정 커밋이나 문서의 변경 사항을 친절한 시니어 개발자처럼 분석하고 설명합니다. 코드 분석, 커밋 설명, 변경 사항 이해, 코드 리뷰 설명, 시니어 설명, 코드 해설 요청 시 사용.
system_monitor
cliuxinxin
Check the current system status including CPU usage, memory usage, and disk space.
data-engineering
legout
"Comprehensive data engineering skill suite covering core libraries (Polars, DuckDB, PyArrow), lakehouse formats, cloud storage, orchestration, streaming, quality, observability, and AI/ML pipelines."
data-engineering-observability
legout
"Observability and monitoring for data pipelines using OpenTelemetry (traces) and Prometheus (metrics). Covers instrumentation, dashboards, and alerting."
lesson-learned
cachemoney
"Analyze recent code changes via git history and extract software engineering lessons. Use when the user asks 'what is the lesson here?', 'what can I learn from this?', 'engineering takeaway', 'what did I just learn?', 'reflect on this code', or wants to extract principles from recent work."
asynchronous
pluginagentmarketplace
Master asynchronous JavaScript patterns including callbacks, promises, async/await, event loop mechanics, and real-world async patterns.
monitoring
pluginagentmarketplace
Game server monitoring with metrics, alerting, and performance tracking for production reliability
Metrics Knowledge
yamz8
This skill should be used when the user asks to "track metrics", "calculate ARR", "what metrics should I track", "benchmark my metrics", "understand churn", "calculate LTV", "what is burn multiple", "GMV calculation", "marketplace metrics", or mentions specific metrics like ARR, MRR, NRR, churn, CAC, LTV, burn rate, runway, GMV, take rate, or cohort analysis.
backend-metrics
Workshop-Ventures
Add OpenTelemetry metrics and observability to the backend. Use when asked to "add metrics", "add observability", "track requests", or "add OpenTelemetry".
when-not-to-use
tracemem
Scenarios where TraceMem should not be used.