Conversation summarization for memory compression and context management

M&A merger model construction skill with accretion/dilution analysis and synergy modeling

Apply Dublin Core, METS, MODS, and other metadata schemas for digital collections and archival materials

Apply language-specific micro-optimizations

Milvus distributed vector database configuration for large-scale RAG applications

MongoDB schema design, aggregation pipelines, indexing strategies, and performance.

Parse word structure and sentence patterns to document grammatical systems for language description and typology

Motion capture data processing and analysis skill for gait analysis and biomechanical studies

Mock Service Worker API mocking, request handlers, and integration testing.

Multi-state and international tax calculation skill with nexus analysis

Apply Mayer's multimedia learning principles to design effective audio, video, graphics, and animations that reduce cognitive load

Calculates valuation multiples (EV/Revenue, EV/EBITDA, P/E) with sector adjustments

Nanocatalysis skill for evaluating catalytic activity, selectivity, and stability of nanomaterial catalysts

Nanoimprint Lithography skill for high-throughput nanopatterning with template management and demolding optimization

NVIDIA NeMo Guardrails configuration for conversational safety and control

Map and analyze social network structures using centrality measures, community detection, and visualization tools like Gephi or UCINET

Matches portfolio company needs with investor network resources

Configure Neutralino.js for lightweight desktop applications

Calculate project financial metrics for investment decision making

Generate NSIS installer scripts for Windows with custom UI and features

Provide number theory algorithm implementations and guidance

Implement OAuth 2.0 and OpenID Connect flows for SDKs

OpenAPI/Swagger specification, code generation, documentation, and validation.

OpenSim musculoskeletal modeling skill for biomechanical simulation and analysis

OpenTelemetry instrumentation for LLM applications with distributed tracing

Conduct life history and testimonial interviews with appropriate prompting, active listening, and trauma-informed approaches

Manages multi-touch outreach sequences to founders and referral sources

Publish packages to language-specific registries

Cross-platform paid advertising management and optimization

Investigate patient safety events using RCA, FMEA, and other systematic analysis methods to identify contributing factors and develop corrective actions

Analyze payer contracts for reimbursement rates, terms, and value-based incentives to optimize revenue and support contract negotiations

Phaser.js 2D game development skill for web games, arcade physics, and web deployment.

Compose clear, rigorous philosophical prose with well-structured arguments, anticipation of objections, and proper scholarly engagement with existing literature

Arize Phoenix observability platform setup for LLM debugging and evaluation

PII detection and redaction utilities for privacy-compliant conversational AI

Pinecone vector database setup, configuration, and operations for RAG applications

Generate plugin dependency resolution logic with topological sorting.

Generate hook-based plugin extension system with event emitter patterns.

Manage SDK plugin discovery and registration

Stratify patient populations by risk level using claims data, clinical data, and social determinants to prioritize care management interventions

Generates portfolio dashboards with visualizations, trends

Optimize project portfolio selection under constraints using mathematical optimization

PostgreSQL query optimization, indexing, full-text search, JSONB, and advanced features.

Monitor system power state including battery, AC, sleep, and wake events

M&A precedent transaction analysis skill with deal sourcing and premium analysis

Authenticate, date, and critically assess historical documents for provenance, reliability, and bias with systematic source criticism methodology

Generate optimized prime sieves and factorization routines

Analyze processes, identify workflows, define boundaries and scope, and map process requirements for specialization creation.

Process capability analysis skill with Cp, Cpk, Pp, Ppk calculations and specification compliance assessment

Process Failure Mode and Effects Analysis (PFMEA) skill for manufacturing risk assessment

Design and implement formative, summative, and developmental evaluations using logic models and mixed methods

Generate project charter documents with comprehensive project definition elements

Token-efficient prompt compression techniques for cost optimization

Prompt injection detection and prevention for secure LLM applications

Structured prompt template creation with variables, formatting, and version control

Assist in constructing algorithm correctness proofs

Prosthetics and orthotics design optimization skill integrating biomechanical requirements with manufacturing constraints

Develop, validate, and adapt measurement instruments including factor analysis, reliability testing, and cross-cultural validation

Configure PyInstaller for Python binary builds with spec files and bundling options.

Qdrant vector database with filtering, payloads, and quantization support

Conduct systematic qualitative data analysis using grounded theory, thematic analysis, and content analysis with NVivo or Atlas.ti

Conduct systematic quality reviews of instructional materials using established rubrics (Quality Matters) and design standards

Collect, calculate, and report healthcare quality metrics including core measures, HEDIS, patient safety indicators, and value-based purchasing measures

Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python

Radix UI primitives, composition patterns, accessibility, and customization.

Batch embedding generation with caching, rate limiting, and multiple provider support

Query expansion, HyDE, and multi-query generation for improved retrieval

Cross-encoder reranking and MMR diversity filtering for improved retrieval quality

Raman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterials

Rasa NLU pipeline configuration and training for intent and entity extraction

Design and implement rate limiting strategies

React Testing Library patterns, queries, user events, and accessibility testing.

Redis caching patterns, pub/sub, sessions, rate limiting, and data structures.

Redis backend for conversation state persistence and caching

HTTP request/response debugging and inspection tools

Interactive PM interview with expertise-adaptive questioning for requirements elicitation

Navigate institutional review board processes, informed consent, confidentiality, and ethical considerations in human subjects research

Prepare ethics applications, develop informed consent protocols, and navigate institutional review processes for human subjects research

Optimize resource allocation to eliminate overallocation while minimizing schedule impact

Generate retrospective formats and analyze improvement actions

Analyze revenue cycle performance metrics including denial rates, days in AR, clean claim rates, and collection efficiency to identify improvement opportunities

ASC 606 five-step model implementation skill for revenue recognition analysis and documentation

Systematic root cause identification skill with 5 Whys, fishbone diagrams, fault tree analysis, and hypothesis testing

Hardware abstraction and controller management using ros2_control framework

Generate RPM spec files for Fedora, RHEL, and CentOS distributions

Develop clear scoring rubrics with defined criteria, performance levels, and anchor examples ensuring inter-rater reliability

Rust SDK development with zero-cost abstractions

Audit and recommend minimal sandbox entitlements for secure desktop applications

Tissue engineering scaffold design optimization skill for pore size, porosity, and mechanical properties

Process engineering skill for analyzing and optimizing nanomaterial synthesis scale-up from lab to production

Monte Carlo simulations for exit scenarios, return distributions

Survey, analyze, and synthesize philosophical literature on topics, identify major positions, trace debates, and locate gaps in scholarly discourse

Design and implement scoped permission models

Cross-platform screen and window capture for screenshots and recording

Generate mock servers and clients for SDK testing

Scanning Electron Microscopy with Energy Dispersive X-ray Spectroscopy skill for morphology and elemental analysis