Data & Analytics

--> --- name: 'digital-twin-clinical-agent' description: 'AI-powered patient digital twin creation for clinical trial simulation, treatment outcome prediction, and personalized medicine using real-world data and multi-omics integration.' measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- The **Digital Twin Clinical Agent** creates AI-powered virtual replicas of individual patients by integrating genom...

--> --- name: bio-hi-c-analysis-tad-detection description: Call topologically associating domains (TADs) from Hi-C data using insulation score, HiCExplorer, and other methods. Identify domain boundaries and hierarchical domain structure. Use when calling TADs from Hi-C insulation scores. tool_type: mixed primary_tool: cooltools measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- Call topologically asso...

--> --- name: bio-hi-c-analysis-loop-calling description: Detect chromatin loops and point interactions from Hi-C data using cooltools, chromosight, and HiCCUPS-like methods. Identify CTCF-mediated loops and enhancer-promoter contacts. Use when detecting chromatin loops from Hi-C data. tool_type: mixed primary_tool: cooltools measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- Detect chromatin loops an...

--> --- name: bio-hi-c-analysis-hic-visualization description: Visualize Hi-C contact matrices, TADs, loops, and genomic features using matplotlib, cooltools, and HiCExplorer. Create triangle plots, virtual 4C, and multi-track figures. Use when visualizing contact matrices or genomic features. tool_type: python primary_tool: cooltools measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- Visualize Hi-C c...

--> --- name: bio-hi-c-analysis-hic-differential description: Compare Hi-C contact matrices between conditions to identify differential chromatin interactions. Compute log2 fold changes, statistical significance, and visualize differential contact maps. Use when comparing Hi-C contacts between conditions. tool_type: python primary_tool: cooltools measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- Comp...

--> --- name: bio-hi-c-analysis-contact-pairs description: Process Hi-C read pairs using pairtools. Parse alignments, filter duplicates, classify pairs, and generate contact statistics from Hi-C sequencing data. Use when processing raw Hi-C read pairs. tool_type: cli primary_tool: pairtools measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- Process Hi-C read pairs with pairtools.

--> --- name: bio-hi-c-analysis-compartment-analysis description: Detect A/B compartments from Hi-C data using cooltools and eigenvector decomposition. Identify active (A) and inactive (B) chromatin compartments from contact matrices. Use when identifying A/B compartments from Hi-C data. tool_type: python primary_tool: cooltools measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- Detect A/B compartment...

Export large Salesforce datasets to a lakehouse via Bulk API 2.0, CDC streams, or Salesforce Data Pipelines. NOT for ad-hoc exports.

Set up monitoring + alerting for Flow runtime errors at org scale: routing fault emails, Flow runtime error reports, custom centralized logging (Integration_Log__c), escalation thresholds, and trend detection. NOT for diagnosing a specific flow error (use flow-runtime-error-diagnosis). NOT for debug-mode setup (use flow-debugging).

Omni-Channel analytics data: agent work records, queue metrics, capacity utilization, wait time reporting. NOT for admin routing setup.

Use when analyzing Experience Cloud site analytics including login metrics, member engagement, page view tracking, and content performance. Triggers: Experience Cloud site analytics, community member engagement data, portal login tracking, page view reports community, GA4 Experience Cloud integration. NOT for CRM Analytics or Tableau CRM. NOT for internal Salesforce reporting on standard CRM objects.

Use this skill when implementing or auditing data governance controls for CRM Analytics (Tableau CRM / Wave Analytics): dataset lineage tracing, access audit logging, data classification handling, retention management, and compliance readiness. Trigger keywords: CRM Analytics audit, dataset lineage, event monitoring analytics, access logging Wave, data classification propagation, analytics retention, GDPR analytics datasets, analytics compliance. NOT for general Salesforce data governance (us...

Use this skill when preparing data for Salesforce Einstein ML features: Einstein Discovery story creation, Einstein Prediction Builder model setup, feature field selection, outcome definition, data quality thresholds, and leakage detection. Trigger keywords: Einstein Discovery data requirements, training data for Einstein, ML feature engineering, Einstein Prediction Builder data prep, AI model training data. NOT for generic CRM data quality management, Data Cloud ingestion pipeline setup, or ...

Use this skill when designing or reviewing a Salesforce Financial Services Cloud (FSC) wealth management platform — covering advisor workspace configuration, client portal setup, portfolio data integration, Compliant Data Sharing, and FSC feature enablement decisions. NOT for investment product advice, financial planning calculations, or FSC Health Cloud configurations.

Sales-specific AI features in Sales Cloud: Einstein Opportunity Scoring setup and optimization, Einstein Activity Capture configuration, AI email generation, Pipeline Inspection AI insights, and Einstein Relationship Insights. NOT for core Agentforce setup, agent topic design, or Einstein Trust Layer configuration.

Use this skill to verify prerequisites, license entitlements, and org readiness before enabling Einstein for Service AI features: Case Classification, Article Recommendations, Reply Recommendations, and Work Summaries. Trigger keywords: Einstein for Service setup, enable Case Classification, enable Article Recommendations, enable Reply Recommendations, enable Work Summaries, Einstein generative AI prerequisites, Data Cloud for Work Summaries. NOT for core Agentforce agent setup, Agent Builder...

Step-by-step setup and configuration of Einstein for Sales AI features: Opportunity Scoring, Pipeline Inspection AI insights, Einstein email insights and composition, and Forecasting AI. Covers prerequisites, license checks, feature sequencing, and data readiness validation. NOT for core Agentforce agent creation, agent topic design, Einstein Trust Layer configuration, or Einstein Activity Capture troubleshooting.

Use when monitoring Agentforce agent sessions, analyzing conversation logs, measuring deflection rates, or diagnosing agent performance issues. Triggers: 'agentforce session analytics', 'how to query agent conversation data', 'monitor agentforce agent effectiveness', 'agent deflection rate', 'utterance analysis agentforce'. NOT for Einstein Trust Layer audit logging (use einstein-trust-layer), NOT for agent topic design or guardrails (use agent-topic-design or agentforce-guardrails), NOT for ...

Use when building, auditing, or troubleshooting Salesforce Reports and Dashboards. Triggers: 'report', 'dashboard', 'missing data in report', 'pipeline report', 'cross-filter', 'report subscription', 'dashboard refresh'. NOT for Einstein Analytics / CRM Analytics — separate skill needed for that.

Use when learning, designing, or explaining Salesforce Reports and Dashboards from first principles — report types, custom report types, groupings, bucket fields, summary formulas, charts, dashboard components, dynamic dashboards, report subscriptions, and folder permissions. Triggers: 'how do I build a report', 'what report type should I use', 'set up a dashboard', 'joined report limits', 'bucket field vs formula', 'dynamic dashboard running user'. NOT for CRM Analytics (use crm-analytics-* ...

Use when a Lightning record page, home page, or app page is slow to load or render — covers Experienced Page Time (EPT) analysis, component count reduction, progressive disclosure via tabs and conditional rendering, Lightning Experience Insights diagnostics, and DOM/XHR minimization strategies. Triggers: 'Lightning page is slow', 'EPT is high', 'record page takes too long to load', 'too many components on page', 'Lightning Experience Insights shows slow page', 'how to optimize Lightning page ...

Use when deciding whether Salesforce Reports, CRM Analytics, or Tableau should be used for analytics, or when reviewing and troubleshooting basic CRM Analytics designs. Triggers: 'CRM Analytics', 'Einstein Analytics', 'Tableau CRM', 'lens', 'dataset', 'dataflow', 'analytics dashboard', 'license requirement'. NOT for standard report builder questions unless the decision is whether reports are still enough.

Use this skill to elicit, document, and validate CRM Analytics requirements — covering data source mapping (Salesforce object sync vs external connector vs Data Cloud), transformation needs, audience-specific lens or dashboard views, and drill-down path specifications — before any dataset or dashboard is built. Trigger keywords: CRM Analytics requirements, analytics data source mapping, CRM Analytics audience requirements, analytics visualization requirements. NOT for standard Salesforce Repo...

Configure multi-tenant organizations, manage members and invitations, define custom roles and permissions, set up teams, and implement RBAC using Better Auth's organization plugin. Use when users need org setup, team management, member roles, access control, or the Better Auth organization plugin.