Monitoring
Logging, metrics, and observability
plain-optimize
by dropseed
Captures and analyzes performance traces to identify slow queries and N+1 problems. Use when analyzing performance or optimizing database queries.
reload
by rcarmo
Reinstall piclaw from workspace source and force-restart the running process. Use after making code changes to piclaw.
query-tracing
by MaterializeInc
This skill should be used when the user wants to debug or trace where time is spent during query execution in Materialize. Trigger when the user mentions tracing queries, span analysis, query latency breakdown, Tempo traces, trace IDs, or wants to understand where time goes in CREATE TABLE, SELECT, INSERT, DROP, or any other SQL statement execution.
mz-run
by MaterializeInc
This skill should be used when the user wants to "run Materialize locally", "start environmentd", "check compilation", "format code", "lint", "cargo check", "cargo fmt", "cargo clippy", "bin/fmt", "bin/lint", or mentions compiling, building, running, formatting, linting, log filters, jemalloc, or CockroachDB setup in the Materialize repository. Use this skill even if the user just says "how do I run this" or "it won't compile" without being specific.
Observability Testing Patterns
by proffesor-for-testing
Agentic QE Fleet is an open-source AI-powered quality engineering platform designed for use with Claude Code, featuring specialized agents and skills to support testing activities for a product at any stage of the SDLC. Free to use, fork, build, and contribute. Based on the Agentic QE Framework created by Dragan Spiridonov.
massgen-log-analyzer
by massgen
Run MassGen experiments and analyze logs using automation mode, logfire tracing, and SQL queries. Use this skill for performance analysis, debugging agent behavior, evaluating coordination patterns, and improving the logging structure, or whenever an ANALYSIS_REPORT.md is needed in a log directory.
react-use-callback
by flpbalada
Guides proper usage of the useCallback hook in React. Use this skill when optimizing function references, passing callbacks to memoized components, or preventing unnecessary re-renders.
golang-idioms
by rohitg00
Idiomatic Go patterns for error handling, interfaces, concurrency, testing, and module management
span-file-export
by forcedotcom
Use file-based span export for AI consumption. Where it lives, how to enable/clear, settings for Node and Web. Use when enabling span file dump, debugging traces for AI, or configuring local observability.
bk-monitor-weekly-report
by TencentBlueKing
通过 GitHub MCP 获取用户 PR 并生成周报。当用户提到生成周报、写周报时使用。
bk-monitor-security-audit
by TencentBlueKing
对前端代码进行安全审计，检测 XSS、CSRF 等漏洞。当用户请求代码审查或询问代码安全性时使用。
bk-monitor-tapd-dev
by TencentBlueKing
根据 TAPD 单据分析开发需求并生成方案。当用户需要开发 TAPD 需求/缺陷/任务时使用。
bk-monitor-dev-server
by TencentBlueKing
帮助配置和启动本地开发服务器。当用户提到启动开发服务器、dev server、pnpm dev 时使用。
bk-monitor-tapd-summary
by TencentBlueKing
获取 TAPD 待办单据并生成归纳总结。当用户提到获取 TAPD 单据、查看待办时使用。
insight-synthesis
by nimrodfisher
Transform data findings into compelling insights. Use when converting analysis results into actionable insights, connecting findings to business impact, or preparing insights for stakeholder communication.
techdebt
by jh941213
기술 부채 정리 - 중복 코드, console.log, 사용하지 않는 import 등 검사 및 정리. 세션 종료 전 사용 권장.
java-coding-standards
by 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。
Error Handling Base
by Dicklesworthstone
Foundation for error handling patterns. This is a base skill designed to be extended by language-specific error handling skills.
Logging Patterns
by Dicklesworthstone
Common logging patterns and practices. This skill is designed to be included in composite skills via the 'includes' feature.
code-flow-tracer
by lis186
Trace code execution paths and data flow. Use when user asks "how does X work", "what happens when X", "trace the flow of X", "where does data come from", or needs to understand feature implementation.
Bun Test Lifecycle
by secondsky
Use for test lifecycle hooks: beforeAll, afterAll, beforeEach, afterEach, fixtures, preload.
Bun Shell
by secondsky
Bun shell scripting with Bun.$, Bun.spawn, subprocess management. Use for shell commands, template literals, or command execution.
trace
by boshu2
'Trace design decisions and concepts through session history, handoffs, and git. Triggers: "trace decision", "how did we decide", "where did this come from", "design provenance", "decision history".'
troubleshoot-amiberry
by BlitterStudio
Autonomous troubleshooting workflow for Amiberry bugs. Use this when investigating, reproducing, or fixing bugs in Amiberry. Provides a complete edit-build-run-test-fix cycle using the Amiberry MCP server tools for process management, IPC control, screenshot analysis, log monitoring, and crash detection.