监控
日志、指标与可观测性
circom
hairyf
Agent-oriented reference for the circom language and compiler—circuits, constraints, signals, templates, compilation, and safety.
debug
shaoruu
Debug code by adding structured logging. Starts a local HTTP server for browser/remote logging and optionally a live log viewer. Use when debugging issues, tracking down bugs, or when the user says /debug.
ML Monitoring Skill
vivekgana
Lakehouse Monitoring
skill-system-postgres
arthur0824hao
"Postgres-backed observability and policy store for the skill system. Provides tables for policy profiles (effect allowlists), skill execution runs, and step-level events. Use when setting up the skill system database or querying execution history."
skill-system-router
arthur0824hao
"Meta-skill that teaches the Agent how to discover, select, execute, chain, and observe skills in the skill system. Load this skill when you need to: (1) find which skill can handle a capability, (2) execute a skill operation via its entrypoint, (3) chain multiple skill operations together, (4) check policy before executing, or (5) log skill execution for observability. This skill makes YOU the router — you decide what to run, in what order, based on context."
web-research
doodledood
"Conduct structured web research with hypothesis tracking. Synthesizes information from multiple sources into actionable findings. Use for technical research, API docs, best practices. Triggers: web research, look up, search for, find documentation."
service-mesh-observability
EngineerWithAI
Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.
avoid-numeric-index
marius-townhouse
Use when defining array-like types. Use when tempted to use number as index type. Use when understanding array keys.
x-monitor
ythx-101
Monitor X/Twitter tweet replies and detect technical questions. Uses Camofox + Nitter to fetch reply threads without login. Identifies questions in replies for AI-assisted answer drafting.
kpi-dashboard-design
EngineerWithAI
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data visualization layouts.
self-reflecting-chain
kimasplund
Sequential reasoning with deep self-reflection and backtracking. Use when problems have step-by-step dependencies, need careful logical reasoning, or require error correction. Each step includes self-reflection, and incorrect steps trigger backtracking. Ideal for debugging, mathematical proofs, sequential planning, or causal analysis where order matters.
conport-memory
nicobailon
Access Context Portal (ConPort) as persistent project memory via MCPorter. Load/update project context, log decisions and progress, track patterns. Use PROACTIVELY at session start to load context and throughout work to log decisions. Combats AI amnesia across sessions.
MLflow Tracking Skill
vivekgana
Databricks MLflow Guide
monitoring
mrsknetwork
Sets up production observability — error tracking with Sentry, structured logging with structlog, application metrics with Prometheus, and uptime monitoring. Use when preparing an app for production, debugging production issues, or when the user has no visibility into what's failing in their live app. Trigger when user mentions "Sentry", "error tracking", "monitoring", "logging", "metrics", "alerts", "production issues", "how do I know when something breaks", or "observability".
portkey-typescript-sdk
Portkey-AI
Integrate Portkey AI Gateway into TypeScript/JavaScript applications. Use when building LLM apps with observability, caching, fallbacks, load balancing, or routing across 200+ LLM providers.
go-backend-reviewer
jssfy
Expert Go backend code reviewer specializing in microservices, GORM/DAL patterns, dependency injection, and resource management. Focuses on logic correctness, goroutine leak detection, and Go-specific best practices for production-grade services.
go
plutowang
Auto-apply when working with Go (Golang). Trigger this skill when the user asks to create, modify, or debug Go code, HTTP handlers, middleware, CLI tools, or Go tests.
context-status
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.
sentry-setup-logging
getsentry
Setup Sentry Logging in any project. Use this when asked to add Sentry logs, enable structured logging, setup console log capture, or integrate logging with Sentry. Supports JavaScript, TypeScript, Python, Ruby, React, Next.js, and other frameworks.
unity-debug-log
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
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.
llm-wiki-os
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.
sentry-ios-swift-setup
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
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.