AI-driven cycle counting schedule and variance analysis skill to maintain inventory accuracy with minimal operational disruption

Cycle time analysis and reduction skill with process timing, bottleneck identification, and flow improvement

Select optimal data structure based on operation requirements

Discounted Cash Flow model builder for comprehensive company valuations with WACC calculation, terminal value estimation, and sensitivity analysis

Demand-Driven MRP buffer positioning and management skill with dynamic adjustment

Slow-moving and obsolete inventory identification skill with disposition planning and working capital optimization

Automated deal scoring based on thesis alignment, market size, team, and traction metrics

Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring.

Create Architecture Decision Records (ADRs) documenting significant technical choices with context, options, consequences, and sequential numbering.

AI-powered demand prediction skill using historical data, market signals, and external factors for improved forecast accuracy

Real-time demand sensing skill integrating POS data, market signals, and external factors for responsive planning

Parallel design review by 6 specialist agents (PM, Architect, Designer, Security Design, UX, CTO) with mandatory unanimous approval.

Build unified developer portals with Backstage or custom frameworks

Generate documentation following the Diataxis framework

Supply chain disruption rapid response skill with impact assessment and mitigation activation

Expert skill for DNS protocol implementation, configuration, and service discovery

Automated dock appointment scheduling skill with inbound flow optimization and receiving efficiency management

Generate documentation sites using Docusaurus, MkDocs, or VuePress

Apply advanced DP optimizations automatically

Assist in designing optimal DP states and transitions

Automated driver assignment and hours of service compliance skill ensuring regulatory compliance and operational efficiency

Continuous supplier and supply chain risk monitoring with automated alerts

Generate mocks for Electron APIs (ipcMain, ipcRenderer, dialog, etc.) for unit testing

Track and manage subsidiary and entity information

Apply multiple ethical frameworks (deontological, consequentialist, virtue ethics, care ethics) systematically to moral problems and generate reasoned recommendations

Evaluation harness for testing agent and skill quality through structured benchmarks, regression tests, and quality scoring.

Expert skill for high-performance event-driven I/O programming and optimization

Plan and design exhibition layouts including spatial arrangement, object placement, lighting, graphics, and visitor flow optimization for diverse audiences

Coordinate external AI tool integration (OpenAI Codex, Google Gemini) for cross-model adversarial review and delegated implementation.

Identify formal and informal logical fallacies in arguments, classify fallacy types, and explain precisely why reasoning fails with reference to logical principles

Automated 510(k) premarket notification preparation for generating submission packages, predicate device comparisons, and substantial equivalence arguments

Finite element mesh generation skill optimized for biomedical geometries including implants, anatomical structures, and tissue models

Automated inventory rotation management skill ensuring proper product flow based on expiration, production, or receipt dates

Automated calculation of business case financial metrics including NPV, IRR, ROI, and TCO

Final completion discipline including summary generation, plan document updates, and confirmation that all success criteria from the original plan are satisfied.

Comprehensive fleet performance analytics skill tracking KPIs across fuel, utilization, maintenance, and driver performance

Configure Flutter for desktop platforms with platform channels and native integrations

Failure Mode and Effects Analysis facilitation skill for products and processes with risk prioritization and control implementation

Forecast accuracy measurement and improvement skill with error decomposition

Apply propositional, predicate, and modal logic systems to formalize arguments, construct proofs, and evaluate validity using symbolic notation and truth tables

Formal property verification and model checking skill for FPGA designs

Author TOML-based Formula workflow templates that become Protomolecules and active Molecules in Gas Town's durable workflow system.

On-chip debugging skill with ILA, VIO, and related FPGA debug tools

Specialized skill for finite state machine design and optimization in FPGAs

Automated compliance validation skill for GAAP and IFRS accounting standards with codification references

Godot C# programming skill for .NET integration, scripting patterns, and performance optimization.

GDScript programming skill for Godot Engine, including signals, coroutines, and performance optimization.

Godot shading language skill for visual shaders, custom rendering, and material effects.

Develop compelling funding proposals for foundations, government agencies, and corporations including narrative development, budget creation, and compliance documentation

Select optimal graph algorithm based on problem constraints

Convert problem descriptions into graph representations

GraphQL schema design and optimization with federation support

Generate GraphQL schemas from data models with resolver stubs and federation support

Render Graphviz DOT graphs to images with multiple layout algorithms

Expert skill for gRPC protocol implementation, debugging, and performance optimization

Multi-simulator expertise for functional verification of FPGA designs

Implement health check and readiness endpoints for SDK consumers

Conduct systematic textual interpretation using historical-critical, literary, and phenomenological methods while attending to context, genre, and interpretive traditions

Expert skill for C/C++ to RTL conversion using High-Level Synthesis tools

Session-scoped hook lifecycle management with enable/disable/status controls, execution profiling, and color-coded performance alerts.

Deep HTTP/1.1, HTTP/2, and HTTP/3 protocol expertise for web protocol implementation and compliance

International shipping terms validation and documentation skill ensuring trade compliance

Build interactive API try-it-out consoles for documentation

Create accessible interpretive content for diverse audiences including labels, wall text, catalog essays, educational materials, and digital content

Inventory management optimization skill with safety stock calculation, reorder point determination, and ABC analysis

Generate structured investor update communications

Vendor IP core configuration and integration expertise for FPGA designs

ISO 9001:2015 Quality Management System implementation skill with gap assessment and documentation templates

Medical device standards compliance verification skill for ISO 13485, ISO 14971, IEC 62304, IEC 60601, and related standards

Track beads as git-backed issues with persistent attribution, supporting Gas Town's bead lifecycle and convoy progress monitoring.

JWT creation, validation, and management for SDK authentication

k6 load testing expertise for performance validation and analysis

Validate Kubernetes manifests for security, best practices, and resource limits

Context priming before work (bd prime) and self-reflection after completion to extract patterns, gotchas, and decisions into the knowledge base.

LangChain memory integration including ConversationBufferMemory, ConversationSummaryMemory, and vector-based memory

LangChain ReAct agent implementation with tool binding for reasoning and action loops

Final delivery leg optimization skill including dynamic scheduling, time-window management, and delivery confirmation

Conduct comprehensive learner audience analysis, identify performance gaps, and determine instructional requirements using surveys, interviews, and data analysis

Expert skill for load balancer configuration, algorithms, and high availability design

AI-powered load building and consolidation skill to maximize trailer utilization and reduce transportation costs

Write complete song lyrics with structural annotations and production notes optimized for AI music generation platforms like Suno and Udio

Configure Sparkle framework for macOS auto-updates with appcast, delta updates, and code signing

Maintenance planning and scheduling skill with TPM integration and predictive maintenance support

Integration with market research platforms and survey tools for primary and secondary research

Automated TAM/SAM/SOM calculations with methodology documentation

Marketing workflow and project management integration

Supply chain master data quality monitoring and improvement skill

Biomaterial constitutive model library skill providing validated material properties for biological tissues and implant materials

Journalist database access and media outreach automation

Expert skill for on-chip and external memory interface design in FPGAs

Detect memory leaks in desktop applications through heap analysis and object tracking

Process the Refinery merge queue - collect agent work, detect and resolve conflicts, merge in dependency order, and verify integration.

Render Mermaid diagrams to images with theme customization and Markdown integration

Design middleware and interceptor chains for SDK extensibility

Stochastic simulation skill for financial modeling with probability distributions and risk quantification

Synthesis parameter optimization skill for metal, semiconductor, and oxide nanoparticle production with automated protocol generation and reproducibility validation