Build and maintain project and change risk registers with scoring, mitigation strategies, and tracking

LLM-powered semantic analysis of code diffs to detect business-logic trojans

Plan camera angles, movements, shot sizes, and visual design for cinematic storytelling

Skill for correlating test results with analytical predictions and model validation

Skill for comprehensive mechanical test plan development and execution support

Skill for dimensional tolerance analysis and stack-up calculations

Universal Render Pipeline configuration skill for Unity, including custom shaders, lighting setup, post-processing effects, and render feature development.

Optimize prompts for AI video generation platforms including Sora, Runway, Pika, and Kling

Skill for welding procedure development and qualification per AWS and ASME codes

Generate workshop agendas, activities, and facilitation guides for elicitation and collaboration sessions

Generate roadmap visualizations and planning artifacts for product planning

Design and analyze surveys for product validation and user research

Generate accessibility compliance reports including VPAT and ACR documents

Agent-based modeling skill for simulating complex adaptive systems with heterogeneous interacting agents

Develop cohesive album concepts including themes, motifs, sonic palettes, narrative arcs, track sequencing, and visual direction for unified album experiences

Generate animation specifications, easing curves, and motion design documentation

Analyze API changes for backward compatibility with breaking change detection and consumer impact assessment

Arize AI skill for production ML monitoring, embedding drift, and performance analysis.

Generate BATS test structure and fixtures for shell script testing with setup/teardown, assertions, and mocking.

BentoML skill for model packaging, serving, and containerization.

Generate Bubble Tea (Go) TUI application structure with models, commands, and views using the Elm architecture.

Expert skill for parametric 3D CAD model development with design intent and configuration management

Causal inference skill for estimating treatment effects and understanding causal relationships in business data

Deep integration with computational fluid dynamics tools for internal and external flow analysis

Build complete character profiles with psychology, backstory, arcs, and visual design for film/TV

Estimate cloud costs for migration targets with resource sizing and optimization recommendations

Assess application readiness for cloud migration with 6Rs classification and cloud-native compliance checking

Expert skill for CNC programming and toolpath optimization using CAM software

Automated detection of code smells and anti-patterns to identify refactoring opportunities

Execute automated AST-based code transformations for large-scale refactoring and migration

Generate stakeholder communication plans and message templates for change initiatives

Validate compliance during migration with rule checking, audit trails, and security control validation

Assist in containerizing applications with Dockerfile generation and optimization

Advanced skill for crystallographic structure analysis and determination including space group identification, atomic position refinement, and PDF analysis

Precision CSS/styling modifications for pixel-perfect adjustments with Tailwind, CSS Modules, and plain CSS support

Validate data integrity during and after migration with comprehensive verification checks

Narrative generation skill for transforming analytical insights into compelling business stories

Decision-specific visualization skill for creating clear, actionable visual representations of analyses

Create character-specific dialogue with distinct voices, subtext, and naturalistic speech patterns

Extract domain models from monolithic codebases using DDD principles for microservices decomposition

Dataset versioning skill using DVC for tracking data changes, managing data pipelines, and ensuring reproducibility.

Employee social sharing and advocacy program management for amplifying corporate messaging through employee networks

Automated escalation path determination and workflow execution

Skill for first article inspection planning and execution per AS9102

Systematic failure analysis methodology for mechanical component failures

Specialized skill for fatigue life assessment and durability prediction under cyclic loading conditions

Feature store management skill for online/offline feature serving, feature registration, and training-serving consistency.

Check codebase compatibility with target framework versions and generate migration paths

Specialized skill for geometric dimensioning and tolerancing specification per ASME Y14.5 and ISO 1101

Analyze and classify music genres, subgenres, and micro-genres with deep knowledge of characteristics, history, and relationships for accurate style specification

Analyze and apply film/TV genre conventions, tropes, and audience expectations

Legislative tracking and government affairs monitoring for public policy communications and regulatory awareness

Specialized skill for heat exchanger sizing, rating, and optimization per TEMA standards including shell-and-tube, plate, and air-cooled configurations

Investor communications and financial disclosure management for public company stakeholder relations

Jupyter notebook execution skill for running notebooks programmatically and extracting outputs.

Extract tribal knowledge from code, documentation, and commit history to preserve institutional memory

KPI definition, calculation, and tracking skill for business intelligence dashboards

Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.

Understand and document legacy code behavior through deep analysis and behavior characterization

Automated license compliance verification for dependencies to ensure legal compliance during migration

Mathematical programming skill for formulating and solving linear programming models for resource allocation, production planning, and capacity optimization.

Linear programming skill for resource allocation, scheduling, and optimization problems

Migrate logging infrastructure with format standardization, structured logging, and aggregation setup

Systematic material selection using Ashby methodology and performance indices

Skill for planning and specifying mechanical material tests per ASTM standards

Skill for mechanism kinematics, dynamics, and motion analysis

Media interview preparation and crisis simulation tools for executive readiness and spokesperson development

Specialized skill for metallic materials analysis and metallography including grain size measurement, phase quantification, and inclusion rating

Validate functional equivalence after migration with side-by-side comparison and behavioral verification

Extracts design specifications from mock images including colors, typography, spacing, and component details

Motor control algorithms and driver implementation

Multi-criteria decision analysis for solution options with weighted scoring and sensitivity analysis

Capture performance baselines before migration for regression comparison and SLA verification

Create comprehensive artist personas including identity, backstory, artistic voice, visual aesthetic, discography arc, and character traits for consistent music generation

Generate user persona documents and empathy maps from templates

Specialized skill for polymer materials analysis including molecular weight distribution, thermal transitions, crystallinity, and rheological properties

Skill for pressure vessel design and analysis per ASME BPVC

Define and document prototype interactions, transitions, and hotspots

ML-specific testing skill using pytest with fixtures for data, models, and predictions.

PyTorch model training skill with custom training loops, gradient management, and GPU optimization.

Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.

Real options valuation skill for analyzing strategic flexibility and investment timing decisions

Suggest and guide application of refactoring patterns to improve code quality

Reference class forecasting skill to counter optimism bias using historical analogies

Probability distribution fitting skill for calibrating uncertainty models from historical data or expert judgment

Risk register management skill for systematic risk identification, assessment, and tracking

Format screenplays to industry standard using Fountain markup for professional presentation

Seldon Core deployment skill for model serving, A/B testing, and canary deployments on Kubernetes.

Semantic similarity computation for content relationships and intelligent discovery

SHAP-based model explainability skill for feature attribution, summary plots, and interaction analysis.

Create comprehensive audio design including music cues, sound effects, Foley, and score direction

Stakeholder relationship management and engagement tracking

Generate detailed image prompts for storyboard frames optimized for Midjourney, DALL-E, and Stable Diffusion

Orchestrate strangler fig pattern implementation for gradual migration with traffic routing and cutover management

Skill for surface composition, chemical state, and topography analysis including XPS depth profiling, AFM imaging, and contact angle measurements

System dynamics modeling skill for feedback loop analysis, stock-flow diagrams, and dynamic simulation