java-logging-structured
Implement structured logging (JSON/logfmt), correlation IDs, and safe log policies (levels, redaction, sampling). Use when incident response is slow, tracing request flows is hard, or logs are inconsistent acro...
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Implement structured logging (JSON/logfmt), correlation IDs, and safe log policies (levels, redaction, sampling). Use when incident response is slow, tracing request flows is hard, or logs are inconsistent acro...
Manage metadata, lineage, and discovery.
Implement immutable audit logging and SIEM integration.
Implement distributed tracing with OpenTelemetry (context propagation, sampling, semantic conventions, span design) and integrate with logs/metrics. Use when debugging microservices latency, dependency failures...
Generate system health dashboard with compound engineering metrics
Complete Eureka V6.1 Context Engineering suite with observability, structured output, and hybrid memory
Deploy metrics, logs, tracing, and SLO tracking.
Structured logging (Pino) and Prometheus metrics.
Use when researching a specific pillar and need to create traceable evidence objects. Guides creation of YAML evidence files with semantic IDs, confidence scores, and assumptions.
Python coding guidelines and best practices
Sets up TypeScript with strict type safety standards, including tsconfig.json with strict mode, ESLint rules, and type checking scripts. Use when starting a TypeScript project or enforcing type safety.
Code review against C# 14 standards. Four modes: standards, performance, architecture, full. Use for "/review", "check code", "performance review".
Struct validation using tags for Go.
Validate new campaign articles for template adherence, proper links, frontmatter compliance, and consistent style
Review code for team standards, security, and best practices
Autonomously critique and verify code/logic before it reaches the user.
Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS Code extension development guidelines, libraries and...
Build, type-check, and lint the project
Perform a comprehensive code review
Ensure code quality and correctness. Run tests, validation, and linters.
Verify type safety of code changes using LSP hover and find-references.
Generate Acceptance Criteria from code files. Use when user shares a code file and asks to write AC, acceptance criteria, or summarize what the code does for Jira tickets.
Standardize error formats and retry strategy.
Activates when user requests security review, penetration test analysis, sensitive data handling, authentication/authorization design, or OWASP risk assessment. Do NOT use for general code style reviews. Exampl...
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。