workforce-demand-forecasting
Project healthcare workforce requirements based on patient volume trends, acuity levels, productivity standards, and skill mix optimization
What this skill does
# Workforce Demand Forecasting Project healthcare workforce requirements based on patient volume trends, acuity levels, productivity standards, and skill mix optimization. ## Overview This skill enables forecasting of healthcare workforce needs. It encompasses demand analysis, staffing model development, and resource planning to ensure appropriate staffing levels aligned with patient care requirements. ## Capabilities ### Demand Analysis - Volume forecasting - Acuity trending - Seasonality patterns - Growth projections - Service line analysis ### Staffing Models - Hours per patient day - Productivity standards - Skill mix ratios - Coverage requirements - Contingency planning ### Resource Planning - FTE calculations - Budget projections - Recruitment planning - Skill gap analysis - Succession planning ### Optimization - Flex staffing strategies - Float pool management - Agency utilization - Overtime management - Cross-training opportunities ## Usage Guidelines ### Forecasting Process 1. Analyze historical data 2. Identify trends and patterns 3. Project future volumes 4. Adjust for known changes 5. Calculate staffing needs 6. Develop staffing plan 7. Monitor and adjust ### Key Inputs - Patient volumes by unit - Acuity/case mix data - Productivity benchmarks - Quality requirements - Budget constraints ### Output Deliverables - Staffing projections - FTE requirements - Budget forecasts - Scenario analyses - Implementation plans ## Integration Points ### Related Processes - Healthcare Workforce Planning - Patient Flow Optimization - Service Line Strategic Planning ### Collaborating Skills - clinical-workflow-analysis - quality-metrics-measurement - population-health-stratification ## References - AONE staffing principles - ANA staffing guidelines - Productivity benchmarking - Workforce planning frameworks
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.