Monitoring
Logging, metrics, and observability
software-evaluation
by ymd38
Evaluate code quality across five pillars (Architecture, Reliability, Observability, Security, DX) and produce a 1-10 scorecard with a strategic improvement roadmap. Use when you want a comprehensive quality review of a directory or module. Triggers on requests like "evaluate code quality", "review architecture", "score my code", "code audit", "/software.evaluation", or when asked for a quality assessment of a directory from a CTO or architect perspective.
log-summarizer
by proflead
Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.
observability-setup
by proflead
Set up metrics, logs, and traces for a service. Use when a mid-level developer needs basic observability coverage.
context-optimization
by athola
'Use this skill BEFORE starting complex tasks. Check context levels proactively.
architecture-paradigm-serverless
by athola
'Serverless FaaS for event-driven workloads with minimal infrastructure
cpu-gpu-performance
by athola
'Use this skill BEFORE resource-intensive operations. Establish baselines
aws-cloudwatch-monitoring
by Hack23
AWS CloudWatch metrics, alarms, dashboards, log insights, and application monitoring for the CIA platform
spring-framework-patterns
by Hack23
Apply Spring Framework best practices: dependency injection, transaction management, AOP for CIA services
test-writer
by leonardomso
Generate comprehensive Vitest tests for code examples in JavaScript concept documentation pages, following project conventions and referencing source lines
test-writer
by leonardomso
Generate comprehensive Vitest tests for code examples in JavaScript concept documentation pages, following project conventions and referencing source lines
picocom
by BrownFineSecurity
Use picocom to interact with IoT device UART consoles for pentesting operations including device enumeration, vulnerability discovery, bootloader manipulation, and gaining root shells. Use when the user needs to interact with embedded devices, IoT hardware, or serial consoles.
maintaining-binary-log-compatibility
by dotnet
'Guides changes to MSBuild binary log infrastructure. Consult when modifying BinaryLogger or BinaryLogReplayEventSource, adding new BuildEventArgs types, changing event serialization/deserialization, modifying ProjectImportsCollector, adjusting message importance levels, or making changes that affect .binlog content. Also applies when verifying that behavioral changes are properly reflected in binary log output.'
sentry-setup-metrics
by 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.
td-task-management
by marcus
Task management for AI agents across context windows. Use when agents need to track work, log progress, hand off state, and maintain context across sessions. Includes workflows for single-issue focus, multi-issue work sessions, and structured handoffs. Essential for AI-assisted development where context windows reset between sessions.
cross-service-debugger
by proflead
Coordinate debugging across multiple services. Use when a senior developer needs to trace a distributed issue.
roadmap-narrative
by mohitagw15856
Transform a prioritised initiative list into a compelling strategic roadmap narrative
competitor-signal-tracker
by mohitagw15856
Analyse competitor moves and surface strategic implications for your product
product-health-analysis
by mohitagw15856
Interpret product metrics against goals and surface actionable signals
competitive-intelligence-monitor
by mohitagw15856
Continuously monitors competitor signals and surfaces strategic
ring:dev-sre
by LerianStudio
Gate 2 of the development cycle. VALIDATES that observability was correctly implemented by developers. Does not implement observability code - only validates it.
ring:root-cause-tracing
by LerianStudio
Backward call-chain tracing - systematically trace bugs from error location back through call stack to original trigger. Adds instrumentation when needed.
AOSP Source Analysis Expert
by yuchuangu85
执行系统级 Android AOSP 源码分析，覆盖 Framework / Native / AMS / WMS / PMS / Handler / Surface / SurfaceControl / SystemUI / Launcher / WindowManager / SurfaceFlinger / Input / Binder / HAL / Animation / Graphics / Power / Storage / Security / Telephony / Media / Camera / Sensor / Location / Wi-Fi / Bluetooth / NFC / USB / Display / Power / System ，用于定位行为根因、构建调用链、还原系统时序，并输出可验证、可追溯的源码与运行时证据。
go-best-practices
by 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.
contract-management
by kishorkukreja
When the user wants to manage supplier contracts, negotiate terms, track compliance, or optimize contract performance. Also use when the user mentions "contract lifecycle," "contract negotiation," "SLA management," "contract compliance," "renewal management," "terms and conditions," "pricing clauses," or "contract analytics." For supplier selection, see supplier-selection. For spend analysis, see spend-analysis.