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这个仓库中的 skills
SkillsMP 已收集 ashutoshsrivastava17/skill-library 中的 418 个 Skill。打开任一 Skill 可查看来源和详情。
ashutoshsrivastava17/skill-library已展示 40 / 418 个已收集 Skill。
Create adoption and onboarding success plans for new customers or new features. Define milestones, success criteria, enablement activities, and risk checkpoints to accelerate time to value. TRIGGER when: user says /adoption-plan, "adoption plan", "customer…
原文语言：英语
Build churn prevention playbooks — identify early warning signals, set intervention triggers, design save plays, define escalation procedures, and plan win-back campaigns for at-risk customers. TRIGGER when: user says /churn-prevention, "churn prevention",…
原文语言：英语
Map customer success journeys — define lifecycle stages, key milestones, touchpoint planning, automation triggers, and engagement cadence to drive adoption, retention, and expansion. TRIGGER when: user says /customer-journey, "customer journey", "customer…
原文语言：英语
Identify and plan expansion opportunities — upsell, cross-sell, and seat expansion. Build account expansion strategies with timing, stakeholder mapping, and value propositions. TRIGGER when: user says /expansion-plan, "expansion plan", "upsell", "cross-sell",…
原文语言：英语
Build or review customer health scoring models by aggregating product usage, support tickets, NPS, engagement signals, and contract data into a composite health score. Identify at-risk accounts and recommend interventions. TRIGGER when: user says…
原文语言：英语
Prepare Quarterly Business Reviews with usage data, value delivered, success metrics, and renewal/expansion talking points. Structure executive-ready QBR decks and agendas. TRIGGER when: user says /qbr-prep, "quarterly business review", "QBR", "customer…
原文语言：英语
Assess renewal risk for accounts using health signals, usage trends, support history, and stakeholder engagement. Produce a risk-scored renewal forecast with mitigation playbooks. TRIGGER when: user says /renewal-risk, "renewal risk", "churn risk", "at-risk…
原文语言：英语
Analyze customer satisfaction data — CSAT, NPS, CES trends, segment breakdowns, driver analysis, and improvement recommendations. TRIGGER when: user says /csat-analysis, "analyze CSAT", "customer satisfaction report", "NPS analysis", "CES review", or "why are…
原文语言：英语
Review support KPIs — first response time, resolution time, CSAT, ticket volume, backlog health, and agent performance. Identify trends and improvement actions. TRIGGER when: user says /support-metrics-review, "review support metrics", "support KPI report",…
原文语言：英语
Analyze a dataset to find patterns, generate summary statistics, detect anomalies, and produce actionable insights. TRIGGER when: user asks to "analyze data", "find patterns", "summarize dataset", "generate statistics", "what does this data show", "insights…
原文语言：英语
Build an interactive dashboard from data, selecting appropriate widgets, layouts, and interactivity patterns. TRIGGER when: user asks to "build a dashboard", "create a dashboard", "make a dashboard", "interactive report", "dashboard layout", "KPI dashboard",…
原文语言：英语
Create a data visualization such as a chart, graph, or plot tailored to the data and the message to convey. TRIGGER when: user asks to "create a chart", "plot this", "make a graph", "visualize this data", "bar chart", "line chart", "scatter plot", "heatmap",…
原文语言：英语
Extract and document context from a data source including schema, relationships, business rules, and metadata. TRIGGER when: user asks to "extract schema", "document data model", "understand this database", "reverse engineer schema", "data dictionary",…
原文语言：英语
Design, build, and debug data pipelines for ETL/ELT, data ingestion, transformation, and orchestration. TRIGGER when: user asks to "build a pipeline", "ETL", "ELT", "data ingestion", "data transformation", "orchestrate data", "airflow DAG", "dbt model", "data…
原文语言：英语
Assess data quality across six dimensions: completeness, accuracy, consistency, timeliness, uniqueness, and validity. Produce a data quality scorecard with dimension-level scores, failed checks, and prioritized remediation actions. TRIGGER when: user says…
原文语言：英语
Turn raw data and analysis into clear, compelling narratives for stakeholders, reports, and presentations. TRIGGER when: user asks to "tell a story with data", "present findings", "write a data report", "executive summary", "explain these results",…
原文语言：英语
Validate ETL/ELT pipelines end-to-end: source-to-target mapping verification, row count reconciliation, data type validation, transformation logic testing, and regression testing. Produce a validation report with pass/fail status per check. TRIGGER when: user…
原文语言：英语
Write experiment result readouts with hypothesis recap, methodology, statistical results, business interpretation, and recommendations. Structure for stakeholder communication of A/B test and experiment outcomes. TRIGGER when: user says /experiment-readout,…
原文语言：英语
Explore and profile a dataset to understand its shape, types, distributions, quality, and suitability for analysis. TRIGGER when: user asks to "explore data", "profile data", "describe dataset", "data overview", "what's in this data", "data quality check",…
原文语言：英语
Define business and product metrics with precise calculations, data sources, dimensions, and ownership. Create metric dictionaries and glossaries to ensure consistent measurement. TRIGGER when: user says /metric-definition, "define metric", "metric…
原文语言：英语
Evaluate ML models systematically: metric selection based on problem type, cross-validation strategy, bias and fairness detection, feature importance analysis, and deployment readiness assessment. Produce a model evaluation report with go/no-go…
原文语言：英语
Write, optimize, and explain SQL queries for data extraction, transformation, and analysis. TRIGGER when: user asks to "write SQL", "SQL query", "optimize query", "explain this query", "SELECT", "JOIN", "GROUP BY", "window function", "CTE", "subquery", or any…
原文语言：英语
Run statistical analysis including hypothesis testing, regression, correlation, and inferential statistics. TRIGGER when: user asks to "run a statistical test", "hypothesis test", "regression analysis", "correlation", "t-test", "chi-square", "ANOVA",…
原文语言：英语
Plan moderated or unmoderated usability tests — define tasks, recruitment criteria, success metrics, test scripts, and analysis frameworks. TRIGGER when: user says /usability-test-plan, "plan usability test", "user testing plan", "usability study", "test this…
原文语言：英语
Analyze and tune alerting rules to reduce noise, eliminate false positives, improve signal-to-noise ratio, and ensure actionable alerts. TRIGGER when: user says /alert-tuning, "too many alerts", "alert fatigue", "tune alerts", "reduce alert noise", or "fix…
原文语言：英语
Design, review, or troubleshoot CI/CD pipelines — build stages, test automation, deployment strategies (blue-green, canary, rolling), rollback procedures, and security scanning. TRIGGER when: user says /ci-cd-pipeline, asks to design a pipeline, review CI/CD…
原文语言：英语
Review and optimize cloud infrastructure costs — resource utilization analysis, right-sizing, reserved capacity, spot/preemptible usage, and savings recommendations. TRIGGER when: user says /cloud-cost-review, asks to reduce cloud spend, review AWS/GCP/Azure…
原文语言：英语
Design deployment strategies — blue-green, canary, rolling, feature flags, with rollback procedures and validation gates. TRIGGER when: user says /deployment-strategy, "how to deploy", "deployment plan", "rollout strategy", "canary deployment", or…
原文语言：英语
Design or review disaster recovery plans — RTO/RPO targets, failover procedures, backup validation, recovery testing, and business continuity. TRIGGER when: user says /disaster-recovery, "DR plan", "disaster recovery", "business continuity", "failover plan",…
原文语言：英语
Plan game day exercises — controlled failure injection to test resilience, runbooks, and team response. Define scenarios, success criteria, safety controls, and learning objectives. TRIGGER when: user says /game-day-plan, "game day", "chaos day", "resilience…
原文语言：英语
Create operational runbooks for incident response — step-by-step procedures for diagnosing and resolving specific failure scenarios in production. TRIGGER when: user says /incident-runbook, "create a runbook", "write incident procedure", "document how to…
原文语言：英语
Review infrastructure configurations for reliability, security, cost efficiency, and operational best practices across cloud and on-prem environments. TRIGGER when: user says /infrastructure-review, "review our infrastructure", "audit cloud setup", "infra…
原文语言：英语
Design monitoring and observability stacks — metrics, logs, traces, dashboards, alerting rules, and SLI/SLO definitions for production systems. TRIGGER when: user says /monitoring-setup, asks to set up monitoring, design observability, create dashboards, or…
原文语言：英语
Create deployment rollback plans with triggers, procedures, data considerations, and verification steps. Define rollback criteria and decision trees for failed deployments. TRIGGER when: user says /rollback-plan, "rollback plan", "deployment rollback",…
原文语言：英语
Review and maintain service catalogs with ownership, dependencies, SLOs, runbooks, and operational metadata. Identify gaps in service documentation and operational readiness. TRIGGER when: user says /service-catalog-review, "service catalog", "service…
原文语言：英语
Define and track Service Level Objectives — SLI selection, error budget calculation, burn rate alerts, reporting cadence, and escalation procedures. TRIGGER when: user says /slo-tracking, asks to define SLOs, calculate error budgets, set up SLO monitoring, or…
原文语言：英语
Write Architecture Decision Records (ADRs) — document context, decision, consequences, alternatives considered, and status for technical decisions. TRIGGER when: user says /decision-record, "write an ADR", "architecture decision", "document this technical…
原文语言：英语
Write implementation guides with prerequisites, step-by-step instructions, configuration details, and verification procedures. Structure for developers or operators deploying features or systems. TRIGGER when: user says /implementation-guide, "implementation…
原文语言：英语
Create developer or employee onboarding documentation — environment setup, codebase orientation, key workflows, team norms, and ramp-up milestones. TRIGGER when: user says /onboarding-guide, "write onboarding docs", "new hire guide", "getting started guide",…
原文语言：英语
Create operational runbooks for services — incident response procedures, common operations, troubleshooting guides, and escalation paths. TRIGGER when: user says /runbook-writer, needs an operational runbook, wants to document how to operate a service, or…
原文语言：英语