Vehicle routing problem solver for logistics optimization with time windows, capacity constraints, and multiple depots.

Workstation and workspace layout design skill with ergonomic optimization.

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

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

Manage reproducible computational environments

Skill for first article inspection planning and execution per AS9102

Skill for planning and specifying mechanical material tests per ASTM standards

Skill for correlating test results with analytical predictions and model validation

Skill for comprehensive mechanical test plan development and execution support

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

LaTeX scientific documentation skill specialized for physics papers with equation rendering and journal formatting

Skill for checking and ensuring Jupyter notebook reproducibility

Skill for compiling and managing LaTeX documents

Skill for selecting appropriate statistical tests for analyses

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

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

Optimize and format prompts specifically for AI music generation platforms like Suno and Udio, including platform-specific syntax and tag optimization

Create ultra-detailed musical style specifications including genres, BPM, instrumentation, vocal direction, production aesthetics, and reference tracks for AI music generation

Cultivate and steward donor relationships including prospect research, personalized engagement strategies, gift acknowledgment, and impact reporting

Coordinate all aspects of live performance production including scheduling, technical requirements, artist contracts, venue logistics, and show documentation

Create detailed storyboards for interactive digital learning content specifying narration, visuals, interactions, and navigation

Construct, analyze, and evaluate philosophical thought experiments to test intuitions, reveal conceptual commitments, and probe theoretical implications

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

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

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

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

Expert skill for automated GPU performance benchmarking and regression detection. Design micro-benchmarks, measure kernel execution time with CUDA events, calculate achieved vs theoretical performance, generate comparison reports, detect regressions in CI/CD, and profile power/thermal characteristics.

Expert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory prefetch strategies, handle page fault analysis, configure memory hints and advise, profile unified memory migration, optimize for oversubscription scenarios, and compare managed vs explicit memory.

Generate AGENT.md files with proper YAML frontmatter, role definitions, expertise areas, and prompt templates following Babysitter SDK conventions.

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

Generate process JS files following Babysitter SDK patterns including task definitions, quality gates, breakpoints, and proper io configuration.

Integrate skills and agents into process files by updating task definitions with appropriate skill.name and agent.name references.

Validate process JS files for correct SDK patterns, task definitions, syntax, and quality gate implementation.

Generate SKILL.md files with proper YAML frontmatter, capabilities documentation, and usage examples following Babysitter SDK conventions.

Research specialization domains, compile references, analyze best practices, and gather comprehensive knowledge for new specialization creation.

Validate specialization completeness across all 7 phases, score each phase, identify gaps, and generate validation reports.

Skill for network condition simulation, emulation, and chaos engineering

Specialized skill for binary and text protocol parsing and serialization. Design and validate protocol message formats, generate parser code from specifications, implement state machine parsing, and handle endianness and byte alignment.

Deep integration with socket APIs for TCP/UDP programming across platforms. Execute socket operations, analyze socket options and buffer configurations, debug connection states, and generate optimized socket code for different I/O models.

Specialized skill for WebSocket protocol implementation and testing. Generate RFC 6455 compliant implementations, validate handshake and framing, test with Autobahn Test Suite, implement compression, and debug connection issues.

Expert skill for distributed cache design, implementation, and optimization using Redis and Memcached. Design cache architectures, configure eviction policies, implement caching patterns (cache-aside, write-through, write-behind), monitor cache performance, and optimize memory usage.

Expert skill for network performance analysis and optimization. Analyze packet captures, identify network latency bottlenecks, configure TCP tuning parameters, analyze connection pooling behavior, debug TLS handshake performance, and optimize HTTP/2 and HTTP/3 settings.

Expert skill for Node.js-specific profiling and optimization. Use V8 CPU profiler, analyze heap snapshots, configure clinic.js tools (Doctor, Flame, Bubbleprof), debug event loop blocking, analyze async hooks performance, and optimize V8 JIT compilation.

Statistical experiment design and analysis capabilities for product experimentation

Feature flag configuration and rollout planning for controlled releases

Generate comprehensive Product Requirements Documents from structured inputs. Apply company templates, create technical specifications, define success metrics, build launch checklists, and version PRD changes over time.

Generate stakeholder-specific communications and presentations for product updates

Specialized skill for synthesizing qualitative user research into actionable insights. Analyzes interview transcripts, extracts patterns and themes, identifies pain points, creates affinity diagrams, and generates persona attributes from research data.

Expert skill for parser generation and implementation using LL, LR, LALR, PEG, and Pratt parsing techniques

Allure test reporting framework for comprehensive test result visualization