lifecycle-cadence
Use when defining nurture pacing, triggers, and suppression logic.
Use when defining nurture pacing, triggers, and suppression logic.
Use when establishing tests, monitoring, and incident response for analytics models.
Use to inspect qualification coverage across Metrics, Economic buyer, Decision criteria, Decision process, Implications, Champion.
Use when defining data contracts, consent policies, and monitoring for automation programs.
Use to track enrichment provider success, cost, latency, and quality trends.
Framework for monitoring activation, engagement, and monetization guardrails.
Use to track pursuit risks, owners, mitigation steps, and escalation triggers.
Use to capture, tag, and distribute call clips for coaching and enablement programs.
Use to define KPIs, alert thresholds, and reporting cadences for social calendars.
Use to define incident tiers, response protocols, and stakeholder communications.
Use to define measurement, data sharing, and ROI reporting for joint campaigns.
Use when consolidating intent, product usage, and third-party signals to prioritize ABM actions.
Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse v4 LLM tracing (as_type, score_current_span, should_export_span, LangfuseMedia), and drift detection. Use when adding logging, metrics, distributed tracing, LLM cost tracking, or quality drift monitoring.
Create, deploy, update, and manage custom detection rules in Microsoft Defender XDR via the Graph API (/beta/security/rules/detectionRules). Covers query adaptation from Sentinel KQL to custom detection format, deployment via PowerShell (Invoke-MgGraphRequest), manifest-driven batch deployment, and lifecycle management (list, enable/disable, delete). Companion script: Deploy-CustomDetections.ps1.
Use when you want to add tracing, structured logging, or monitoring to your FrontMCP server. Covers OpenTelemetry instrumentation, vendor integrations (Coralogix, Datadog, Logz.io, Grafana), this.telemetry API for custom spans, structured JSON logging with sinks, and testing observability. Triggers: observability, telemetry, tracing, logging, monitoring, opentelemetry, otel, spans, datadog, coralogix, logz, grafana, winston, pino.
使用 tracer-bullet 竖向切片方法把 PRD 转换成多阶段的落地实施计划,并保存为本地 Markdown 文件(存放在 `./plans/`)。适用于用户希望把 PRD 拆分为多个阶段、生成实施计划、从 PRD 推导阶段计划,或提到 “tracer bullets”。
Maintain ExStruct ADR index artifacts by scanning ADR files and synchronizing README, index.yaml, and decision-map.md metadata. Use when ADRs are added, updated, superseded, or reclassified and the repository needs a refreshed ADR map for humans and AI agents.
Use when configuring Sentry alerts, managing issues, or setting up notifications. Covers alert rules, issue triage, and integrations.
Run custom queries on Sentry events and issues with advanced filtering
Manage incident response workflow with Sentry alerts and issue tracking
Use when managing Sentry releases, uploading source maps, or tracking deployments. Covers release health and commit association.
Use when initializing Sentry in applications, configuring SDK options, or setting up integrations across different frameworks and platforms.
Use when capturing and reporting errors to Sentry, adding context, or handling exceptions. Covers error boundaries, context enrichment, and fingerprinting.