监控

marketplace-liquidity

RefoundAI

Help users build and manage marketplace liquidity. Use when someone is working on a marketplace business, struggling with supply/demand balance, trying to improve match rates, or asking how to reach critical mass in a two-sided market.

8bit-docs-patterns

TheOrcDev

Create documentation with gaming-specific examples, retro styling, and 8-bit terminology. Apply when documenting gaming blocks, RPG components, or retro-styled UI elements.

datadog-automation

aAAaqwq

"Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas."

return-calculations

JoelLewis

"Compute and explain investment return metrics: TWR, MWR/IRR, CAGR, annualization, sub-period linking, arithmetic vs geometric vs log returns."

post-trade-compliance

JoelLewis

"Post-trade compliance and surveillance: trade surveillance, pattern detection, best execution review, allocation fairness, exception-based monitoring, and regulatory reporting triggers."

measuring-product-market-fit

RefoundAI

Help users assess and achieve product-market fit. Use when someone is trying to determine if they have PMF, measuring user engagement and retention, running the Sean Ellis survey, or figuring out if they should scale or keep iterating.

context-status

pedrohcgs

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.

Ai Observability

omer-metin

xcodebuildmcp

getsentry

Official skill for XcodeBuildMCP. Use when doing iOS/macOS/watchOS/tvOS/visionOS work (build, test, run, debug, log, UI automation).

Data Agent - 数据分析师

aAAaqwq

✅ 可以设计实验框架

close-automation

aAAaqwq

"Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."

native-app-performance

steipete

Native macOS/iOS app performance profiling via xctrace/Time Profiler and CLI-only analysis of Instruments traces. Use when asked to profile, attach, record, or analyze Instruments .trace files, find hotspots, or optimize native app performance without opening Instruments UI.

instruments-profiling

steipete

Use when profiling native macOS or iOS apps with Instruments/xctrace. Covers correct binary selection, CLI arguments, exports, and common gotchas.

debug

lobehub

Debug package usage guide. Use when adding debug logging, understanding log namespaces, or implementing debugging features. Triggers on debug logging requests or logging implementation.

deepeval

sammcj

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

hybrid-cloud-networking

HermeticOrmus

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.

debugging-strategies

HermeticOrmus

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

modern-javascript-patterns

HermeticOrmus

Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.

pup

datadog-labs

Datadog API CLI with 49 command groups, 300+ subcommands. Skills and domain agents for monitoring, logs, APM, security, and infrastructure.

debug-incident-protocol

youlianvr

Use when the user says: "doesn't work", "still broken", "hung/frozen", "disappeared after update", "used to work", "metric is zero but UI OK" — or when you need to investigate an incident, find the hang root cause, verify a process was actually restarted. Covers: facts before theories (storage/logs/PID), symptom vs root cause, silent failure by metrics, single consumer, restart ritual, hang localization via progress marker, timeouts, cache masking. Do not use for test writing (testing-discipline) and refactoring (agent-refactor-safety).

career-transitions

RefoundAI

Help users navigate career changes and pivots. Use when someone is considering a new role, transitioning into product management, evaluating job offers, taking a sabbatical, or feeling stuck in their current position.

phx:trace

oliver-kriska

Build recursive call trees to trace how functions are reached from entry points. Use when debugging "where does this value come from?" or planning signature changes.

writing-vite-devtools-integrations

vitejs

Creates devtools integrations for Vite using @vitejs/devtools-kit. Use when building Vite plugins with devtools panels, RPC functions, dock entries, shared state, or any devtools-related functionality. Applies to files importing from @vitejs/devtools-kit or containing devtools.setup hooks in Vite plugins.

Logging Guide

AsiaOstrich

Implement structured logging with proper log levels and sensitive data handling. Use when: adding logging, debugging, setting up observability. Keywords: logging, log level, structured logging, observability, 日誌, 記錄, 結構化日誌.