Monitoring
Logging, metrics, and observability
ab-test-setup
by sickn33
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
trace
by Yeachan-Heo
Show agent flow trace timeline and summary
hud
by Yeachan-Heo
Configure HUD display options (layout, presets, display elements)
golang-idioms
by rohitg00
Idiomatic Go patterns for error handling, interfaces, concurrency, testing, and module management
monitoring-observability
by rohitg00
Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging
recommendation-canvas
by deanpeters
Evaluate and propose AI product solutions using a structured canvas that assesses business outcomes, customer outcomes, problem framing, solution hypotheses, positioning, risks, and value justificatio
trace
by Yeachan-Heo
Show agent flow trace timeline and summary
datadog-logs
by ComposioHQ
Query and filter Datadog logs from the shell using the Composio CLI. Run scoped log searches, pivot across services/environments, and export structured JSON for downstream agents instead of click-driving the Datadog UI.
video-report
by remotion-dev
Generate a report about a video
release-it
by wondelai
'Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic. Use when the user mentions "production outage", "circuit breaker", "timeout strategy", "deployment pipeline", or "chaos engineering". Covers capacity planning, health checks, and anti-fragility patterns. For data systems, see ddia-systems. For system architecture, see system-design.'
gen-changelog
by MoonshotAI
Generate changelog entries for code changes.
debugging-wizard
by Jeffallan
Use when investigating errors, analyzing stack traces, or finding root causes of unexpected behavior. Invoke for error investigation, troubleshooting, log analysis, root cause analysis.
monitoring-expert
by Jeffallan
Use when setting up monitoring systems, logging, metrics, tracing, or alerting. Invoke for dashboards, Prometheus/Grafana, load testing, profiling, capacity planning.
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。
go-best-practices
by aiskillstore
Provides Go patterns for type-first development with custom types, interfaces, functional options, and error handling. Must use when reading or writing Go files.
refactor
by github
'Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.'
bio-chipseq-qc
by GPTomics
ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discovery Rate) for replicate concordance. Use to assess experiment quality before downstream analysis. Use when assessing ChIP-seq data quality metrics.
gitnexus-debugging
by abhigyanpatwari
Trace bugs through call chains using knowledge graph
gitnexus-debugging
by abhigyanpatwari
"Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: \"Why is X failing?\", \"Where does this error come from?\", \"Trace this bug\""
blogwatcher
by NousResearch
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher-cli tool. Add blogs, scan for new articles, track read status, and filter by category.
planning-with-files
by OthmanAdi
Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.
axiom-alarmkit-ref
by CharlesWiltgen
Use when implementing alarm functionality, scheduling wake alarms, or integrating AlarmKit with Live Activities. Covers AlarmKit authorization, alarm configuration, SwiftUI views, and Live Activity integration.
server-management
by vudovn
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
blogwatcher
by NousResearch
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI. Add blogs, scan for new articles, and track what you've read.