Monitoring
Logging, metrics, and observability
measuring-product-market-fit
by RefoundAI
Help users assess and achieve product-market fit. Use when someone is trying to determine if they have PMF, measuring user engagement and retention, running the Sean Ellis survey, or figuring out if they should scale or keep iterating.
sync-status
by Chachamaru127
"進捗とPlans.mdを現実に同期。『今どこ？』がすぐわかる現在地確認。Use when user mentions '/sync-status', progress check, where am I at, or sync Plans.md. Do NOT load for: casual 'how is it going' chat, informal progress questions."
monitor
by whawkinsiv
"Use this skill when the user needs to set up production monitoring, track app health, configure error alerts, or respond to incidents. Covers error tracking, uptime monitoring, performance metrics, and incident response for SaaS applications."
close-automation
by davepoon
"Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."
seo-monitoring
by kostja94
When the user wants to build an SEO data analysis system, monitor indexing/traffic/keywords/backlinks, or set up benchmarks. Also use when the user mentions "SEO data analysis," "SEO monitoring," "article database," "traffic benchmark," "penalty recovery," "SEO work document," "SEO dashboard," "keyword tracking," "ranking monitoring," "indexing report," or "backlink monitoring."
kanchi-dividend-review-monitor
by tradermonty
Monitor dividend portfolios with Kanchi-style forced-review triggers (T1-T5) and convert anomalies into OK/WARN/REVIEW states without auto-selling. Use when users ask for 減配検知, 8-Kガバナンス監視, 配当安全性モニタリング, REVIEWキュー自動化, or periodic dividend risk checks.
business-metrics-calculator
by nimrodfisher
Standard business metric calculation with industry benchmarks. Use when calculating SaaS metrics (MRR, churn, LTV, CAC), e-commerce KPIs, or product analytics metrics with proper definitions.
semantic-model-builder
by nimrodfisher
Create comprehensive semantic layer documentation for analytics assets. Use when documenting data models, defining business metrics, creating data dictionaries, or building context for AI-assisted analysis.
root-cause-investigation
by nimrodfisher
Systematic investigation of metric changes and anomalies. Use when a metric unexpectedly changes, investigating business metric drops, explaining performance variations, or drilling into aggregated metric drivers.
cyber-defense-team
by FlorianBruniaux
Orchestrate a 4-agent cyber defense pipeline to analyze log files for threats. Spawns log-ingestor → anomaly-detector → risk-classifier → threat-reporter as parallel-then-sequential agents. Produces a Markdown incident report.
ceo-advisor
by majiayu000
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.
ceo-advisor
by majiayu000
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.
trace
by Yeachan-Heo
Show agent flow trace timeline and summary
session-memory
by Chachamaru127
"セッション間の学習と記憶の永続化を管理。Use when user asks about previous sessions, history, or to continue from before. Do NOT load for: implementation work, reviews, or ad-hoc information."
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.'
ab-test-analysis
by nimrodfisher
Rigorous A/B test statistical analysis. Use when analyzing experiment results, calculating statistical significance, checking for sample ratio mismatch, or validating test design before launch.
injury-report-tracker
by OneWave-AI
Monitor injury news across leagues. Fantasy impact analysis, backup player analysis, return timeline estimates.
pytorch-lightning
by davila7
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.
gitnexus-debugging
by abhigyanpatwari
Trace bugs through call chains using knowledge graph
kaizen:root-cause-tracing
by NeoLabHQ
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior
datadog-cli
by davila7
Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.
ab-test-setup
by OpenClaudia
Design, plan, and analyze A/B tests with statistical rigor. Use when the user asks about A/B testing, split testing, experiment design, statistical significance, sample size calculation, test duration, multivariate testing, or conversion experiments. Trigger phrases include "A/B test", "split test", "experiment", "statistical significance", "sample size", "test duration", "which version wins", "conversion experiment", "hypothesis test", "variant testing".
api-logging-guidelines
by inkeep
"Best practices and guidelines for using logger in API routes. Defines appropriate logging levels, what to log, and when to avoid logging. Use when implementing or reviewing API route logging, debugging strategies, or optimizing log output."
java-coding-standards
by affaan-m
"Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout."