Monitoring
Logging, metrics, and observability
evaluating-candidates
by oldwinter
"Make an evidence-based hiring decision and produce a Candidate Evaluation Decision Pack (criteria + scorecard, signal log, work sample/trial plan + rubric, reference check script + summary, decision memo). Use for candidate evaluation, hiring decisions, reference checks, work samples/take-homes, and hiring bar calibration. Category: Hiring & Teams."
investigate
by d-kimuson
問題の原因調査・切り分けを行うときに有効化
evaluating-candidates
by oldwinter
"Make an evidence-based hiring decision and produce a Candidate Evaluation Decision Pack (criteria + scorecard, signal log, work sample/trial plan + rubric, reference check script + summary, decision memo). Use for candidate evaluation, hiring decisions, reference checks, work samples/take-homes, and hiring bar calibration. Category: Hiring & Teams."
product-strategy
by alunadev
Expert product strategy advisor for Senior PMs. Use when defining a product vision, setting OKRs, building a roadmap, prioritizing between competing bets, entering a new product area, or when stakeholders disagree on direction. Produces a structured strategy document grounded in user outcomes, not feature lists.
langsmith-observability
by L-yifan
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.
aio-monitoring-observability
by aiocean
This skill should be used when the user asks to "set up monitoring", "design metrics", "create alerts", "build dashboards", "calculate SLOs", "analyze performance", "compare monitoring tools", "migrate from Datadog", or mentions Prometheus, Grafana, Loki, OpenTelemetry, Four Golden Signals, RED/USE methods, error budgets, distributed tracing.
SKILL.md — ClawOS Agent Capability
by Shepherd217
Silent watch active. Ready for live deployment.
competitor-analysis
by alunadev
"Analyzes competitors with structured intel across positioning, features, pricing, and differentiation opportunities. Use before entering a new market, updating product strategy, or preparing a competitive brief. Triggers on: competitive analysis, competitor research, market landscape, differentiation, competitive positioning, competitor mapping, market entry, who are my competitors."
plg-metrics
by SkeneTechnologies
When the user wants to define PLG metrics, build a growth dashboard, or set KPI targets -- including activation rate, free-to-paid conversion, NRR, or North Star metric. Also use when the user says "PLG dashboard," "growth KPIs," "metric definitions," or "PLG benchmarks." For activation-specific metrics, see activation-metrics. For analytics setup, see product-analytics.
growth-experimentation
by SkeneTechnologies
When the user wants to design, prioritize, or analyze growth experiments -- including A/B tests, hypothesis frameworks, ICE/RICE scoring, or growth sprints. Also use when the user says "A/B test," "experiment design," "growth sprint," "experiment prioritization," or "statistical significance." For analytics setup, see product-analytics. For growth modeling, see growth-modeling.
retention-analysis
by SkeneTechnologies
When the user wants to analyze, diagnose, or improve user retention -- including cohort analysis, churn prediction, engagement scoring, or resurrection campaigns. Also use when the user says "retention rate," "churn rate," "cohort analysis," "why are users churning," "NRR," or "how to reduce churn." For engagement loops, see engagement-loops. For activation, see activation-metrics.
pricing-strategy
by SkeneTechnologies
When the user wants to design or optimize pricing, packaging, or monetization -- including tier structure, freemium design, value metrics, or price research. Also use when the user says "pricing page," "how to price," "freemium vs free trial," "Good-Better-Best tiers," or "value-based pricing." For feature gating, see feature-gating. For trial optimization, see trial-optimization. For usage-based models, see usage-based-pricing.
usage-based-pricing
by SkeneTechnologies
When the user wants to design or implement usage-based, consumption, or metered pricing -- including credit systems, overage handling, or billing infrastructure. Also use when the user says "pay per use," "metered billing," "credit system," "usage pricing," or "consumption pricing." For broader pricing strategy, see pricing-strategy. For expansion, see expansion-revenue.
customer-onboarding
by JK-0001
Design and execute customer onboarding that drives activation and retention. Use when building onboarding flows for new users, reducing churn in the first 30 days, improving time-to-value, or creating onboarding sequences (email, in-app, or manual). Covers activation metrics, onboarding step design, friction reduction, and measuring onboarding success. Trigger on "customer onboarding", "onboarding flow", "user onboarding", "reduce early churn", "improve activation", "onboarding sequence", "time to value".
observability
by srstomp
Use when adding logging to services, setting up monitoring, creating alerts, debugging production issues, designing SLIs/SLOs, or implementing structured logging (Pino, Winston), metrics (Prometheus, DataDog, CloudWatch), or distributed tracing (OpenTelemetry).
junglebus
by b-open-io
This skill should be used when the user asks about "JungleBus", "transaction streaming", "BSV subscriptions", "real-time blockchain data", "GorillaPool API", or needs to subscribe to blockchain events.
analyze-logs
by bdmorin
You are a system administrator and service reliability engineer at a large tech company.
pai-monitor
by krishagel
Monitor Personal AI Infrastructure repo for updates and identify improvement opportunities for Geoffrey. Use when you want to sync Geoffrey with PAI's latest patterns, packs, or architectural decisions.
clawdbot-monitor
by krishagel
Monitor Clawdbot repo for updates and identify improvement opportunities for Geoffrey. Use when comparing Geoffrey to Clawdbot patterns, skills, or features.
wide-events
by front-depiction
Conceptual guide to wide events (canonical log lines) for observability. Use when thinking about instrumentation strategy, span annotations, or designing what context to capture.
springboot-patterns
by Ashfaqbs
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
java-coding-standards
by Ashfaqbs
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
skill-system-postgres
by arthur0824hao
"Postgres-backed observability and policy store for the skill system. Provides tables for policy profiles (effect allowlists), skill execution runs, and step-level events. Use when setting up the skill system database or querying execution history."
skill-system-router
by arthur0824hao
"Meta-skill that teaches the Agent how to discover, select, execute, chain, and observe skills in the skill system. Load this skill when you need to: (1) find which skill can handle a capability, (2) execute a skill operation via its entrypoint, (3) chain multiple skill operations together, (4) check policy before executing, or (5) log skill execution for observability. This skill makes YOU the router — you decide what to run, in what order, based on context."