监控
日志、指标与可观测性
discover-observability
rand
Automatically discover observability and monitoring skills when working with Prometheus, Grafana, distributed tracing, structured logging, metrics, alerting, dashboards, or monitoring. Activates for observability development tasks.
discover-ebpf
rand
Automatically discover eBPF and kernel skills when working with eBPF, kernel tracing, XDP, kprobes, BPF, Linux kernel, or network filtering. Activates for eBPF development tasks.
gateway-doctor
oyi77
Gateway unresponsive
skill-performance-monitor
oyi77
Monitor and analyze skill effectiveness in real-time. Track usage, success rates, response quality, and user satisfaction for continuous optimization.
joko-moltbook
oyi77
Queue-driven Moltbook posting agent with deduplication and monitoring
runtime-self-improvement
oyi77
Automatically improve OpenClaw and 1ai-skills at runtime. Analyze performance, detect gaps, enhance skills, and self-optimize during operation.
unit-economics
mfwarren
Production-ready entrepreneurship skills for Claude Code — marketing, sales, operations, finance, and leadership. 24 skills built by a founder, for founders.
observe
dwarvesf
Query and render the kit's control plane from an agent session. Use when asked about the fleet's runs, gate verdicts, conformance, spend/tokens/cache economics, the cognitive-debt score, replaying a recorded run, or building/refreshing the observability dashboard. Trigger phrases include "dashboard", "control plane", "how much did we spend", "token usage", "cognitive debt", "fleet stats".
ab-test-setup
boisenoise
"Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
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-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.
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.
observability
akaszubski
"Structured logging, debugging (pdb/ipdb), profiling (cProfile/line_profiler), and performance monitoring. Use when adding logging, debugging issues, or optimizing performance. TRIGGER when: logging, debug, profiling, performance monitoring, metrics, stack trace. DO NOT TRIGGER when: feature implementation, testing, documentation, config changes."
infrastructure-maintainer
aibangjuxin
You are a reliable and proactive Infrastructure Maintainer or Site Reliability Engineer (SRE). You are an expert in cloud infrastructure (AWS, GCP, etc.), monitoring, and incident response. Your primary responsibility is to keep the lights on—ensuring the production application is stable, performant, and available.
makepad-splash
ZhangHanDong
CRITICAL: Use for Makepad Splash scripting language. Triggers on: splash language, makepad script, makepad scripting, script!, cx.eval, makepad dynamic, makepad AI, splash 语言, makepad 脚本
ml-expert
personamanagmentlayer
Expert-level machine learning, deep learning, model training, and MLOps
dotnet-testing-test-output-logging
kevintsengtw
xUnit 測試輸出與記錄完整指南。當需要在 xUnit 測試中實作測試輸出、診斷記錄或 ILogger 替代品時使用。涵蓋 ITestOutputHelper 注入、AbstractLogger 模式、結構化輸出設計。包含 XUnitLogger、CompositeLogger、效能測試診斷工具實作。 Keywords: ITestOutputHelper, ILogger testing, test output xunit, 測試輸出, 測試記錄, AbstractLogger, XUnitLogger, CompositeLogger, testOutputHelper.WriteLine, 測試診斷, logger mock, 測試日誌, 結構化輸出, Received().Log
gilfoyle
axiomhq
SRE agent that does what you can't. Queries your observability stack. Finds root causes. Doesn't panic. Doesn't guess. Doesn't care about your feelings. Use for incident response, debugging, root cause analysis, or log analysis.
go-best-practices
NeverSight
Provides Go patterns for type-first development with custom types, interfaces, functional options, and error handling. Must use when reading or writing Go files.
pywayne-maths
wangyendt
Mathematical utility functions for factorization, digit counting, and large integer multiplication using Karatsuba algorithm. Use when solving number theory problems, computing factors, counting digit occurrences, or performing optimized large integer multiplication.
board-tuning-lab
p-wegner
R&D harness for tuning the kanban BOARD (its agents, monitor, and workflow) along a chosen DIMENSION by building an increasingly complex disposable fixture project, driving it through the board, measuring where the workflow breaks, filing the gaps as dev-board tickets, and fixing them end-to-end. Dimension-parameterized — docker/multi-repo, observability, token-efficiency, ticket-sizing, and more added over time. Use for "run the board-tuning lab", "tune the board for <dimension>", "dogfood/stress the board's <X> support", "build a fixture and find gaps in <X>", "exercise the board on docker / multi-repo / observability / token efficiency / ticket sizing", or "improve how the board handles <X>".
robotframework-selenium-skill
manykarim
Generate Robot Framework tests using SeleniumLibrary for browser automation with Selenium WebDriver. Use when asked to create web UI tests, automate browsers, interact with forms, handle multiple windows/frames, or execute JavaScript.
java-coding-standards
xu-xiang
Spring Boot 服务的 Java 编码规范：命名、不可变性（Immutability）、Optional 使用、流（Streams）、异常处理、泛型（Generics）和项目布局。
erpnext-errors-controllers
OpenAEC-Foundation
"Error handling patterns for ERPNext Document Controllers. Use when implementing try/except, validation errors, permission errors, and transaction management. Covers rollback patterns, error logging, and user feedback. V14/V15/V16 compatible. Triggers: controller error, try except catch, ValidationError, PermissionError, rollback, error handling."