监控
日志、指标与可观测性
golang-observability
jangrui
"Golang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics, OpenTelemetry distributed tracing, continuous profiling with pprof/Pyroscope, server-side RUM event tracking, alerting, and Grafana dashboards. Apply when instrumenting Go services for production monitoring, setting up metrics or alerting, adding OpenTelemetry tracing, correlating logs with traces, migrating legacy loggers (zap/logrus/zerolog) to slog, adding observability to new features, or implementing GDPR/CCPA-compliant tracking with Customer Data Platforms (CDP). Not for temporary deep-dive performance investigation (→ See samber/cc-skills-golang@golang-benchmark and samber/cc-skills-golang@golang-performance skills)."
when-not-to-use
tracemem
Scenarios where TraceMem should not be used.
game-loop
pluginagentmarketplace
Server-side game loop implementation with fixed timestep, physics simulation, and tick rate optimization
workout-tracker
marswangyang
Tracks fitness workouts (reps, sets, weight) using a local SQLite database and smart scripts. Supports image recognition for equipment.
Covalent GoldRush API Integration
TheMystic07
Comprehensive blockchain data API integration using GoldRush Foundational and Streaming APIs with TypeScript and Python SDKs
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.
langfuse-trace-view
neuradex
View Langfuse trace details. Use when checking specific trace input/output, debugging LLM calls, or analyzing costs.
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".
self-reflection
hopyky
Continuous self-improvement through structured reflection and memory
playwright-trace-debugging
nathanl
Debug Playwright test failures by analyzing trace files using pwtrace CLI. Use this skill after Playwright tests fail and you have a trace.zip file. Teaches systematic debugging workflow from overview to detailed inspection (show → step → dom → console → screenshot → network).
job-worker-orchestration
velcrafting
Add background jobs and orchestration with idempotency, retries, and observability aligned to repo conventions.
designing-monitoring
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.
notes-and-context
tracemem
Managing context and notes within the memory system.
HiveControl Heartbeat
inspireyourbrand-dev
Manual runs ignore frequency throttle and return immediately when complete.
functions
pluginagentmarketplace
Advanced function patterns including declaration styles, closures, scope chains, hoisting, and this binding. Master function composition and advanced techniques.
cjk-aware-text-metrics
shimo4228
"CJK/Latin weighted token estimation for multilingual LLM pipelines. Use when processing Japanese/Chinese/Korean text with fixed chars-per-token constants."
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."
amplifier-philosophy
drillan
Amplifier design philosophy using Linux kernel metaphor. Covers mechanism vs policy, module architecture, event-driven design, and kernel principles. Use when designing new modules or making architectural decisions.
structured-logging-axiom
SecurityRonin
Use when implementing structured logging, setting up Axiom observability, migrating from console.* to a centralized logger, or configuring Vercel Log Drains for log collection in Next.js apps
leap-edge-sdk
glody007
Liquid AI LEAP Edge SDK for on-device AI inference on Android and iOS. This skill should be used when building mobile apps with local LLM capabilities, implementing chat interfaces with streaming responses, or deploying small language models to edge devices. Triggers on tasks involving LeapSDK, LeapClient, ModelRunner, on-device inference, or mobile AI integration.
imagemin
iShawnWang
Image compression skill using imagemin library. Compresses JPEG, PNG, GIF, SVG, and WebP images with optimized quality settings. Includes performance optimization techniques, batch processing strategies, and a ready-to-use CLI tool for AI assistants to invoke.
patterns
pluginagentmarketplace
JavaScript design patterns and architectural best practices.
matchmaking
pluginagentmarketplace
Skill-based matchmaking systems, ranking algorithms, and queue management for fair multiplayer matches
deployment-observability-smoke
JsonLee12138
Run post-deployment smoke checks with Makefile targets (remote-status, remote-logs) plus optional health URL checks. Use after deployment to verify runtime state before final acceptance.