Deep integration with JTAG/SWD debug probes for hardware-level debugging and flash programming

Generate load test scripts for k6, Locust, and Gatling from OpenAPI specs

Structured log analysis and aggregation expertise for observability and troubleshooting

Generate structured logging schemas with correlation ID patterns and ELK/Splunk integration

Comprehensive logistics performance measurement skill with KPI tracking, benchmarking, and improvement recommendations

Craft compelling one-sentence story hooks that capture protagonist, conflict, stakes, and unique appeal for film/TV pitches

Deep integration with media monitoring platforms for coverage tracking, sentiment analysis, and reporting

Embedded memory analysis, optimization, and leak detection

Generate metrics schemas for Prometheus, OpenTelemetry, and Grafana dashboards

MISRA C compliance checking and static analysis integration

Monte Carlo simulation engine skill for probabilistic modeling, risk quantification, and uncertainty propagation

PM2 process management, backend/frontend cascade execution, parallel worktree builds, and cross-service integration testing.

Strategic distribution network modeling skill to optimize facility locations, capacity allocation, and inventory positioning

Skill for network condition simulation, emulation, and chaos engineering

Nordic Semiconductor nRF5x/nRF Connect SDK expertise

Automate and manage employee onboarding workflows, checklists, and new hire integration

Generate OpenAPI specifications from code or legacy APIs with schema inference and documentation

Automated OpenAPI specification generation from code annotations, comments, and interface definitions

Execute work units through the rigorous 4-phase Metaswarm cycle (Implement -> Validate -> Adversarial Review -> Commit) with independent quality gate enforcement.

Profile application performance including CPU, memory, and flame graph generation

Generate performance review documentation and facilitate evaluation processes

Observation capture and retrieval across sessions. Stores decisions, discoveries, and bugfix patterns. Searchable via tags and relevance scoring.

Disciplined execution of approved plans with step-by-step verification, phase checkpoints, failure investigation, and mandatory code/security reviews.

Transform research findings into actionable implementation plans with stakes-based rigor, test-first strategy, and granular task decomposition.

Validate scripts for POSIX compliance with portability checks, bashism detection, and cross-platform compatibility.

PR measurement and reporting automation following Barcelona Principles with comprehensive analytics and visualization capabilities

Wire service integration and press release distribution management

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

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

PROMETHEE (Preference Ranking Organization Method for Enrichment Evaluation) skill for outranking-based multi-criteria analysis

Serial protocol analysis and debugging for common embedded interfaces (I2C, SPI, UART)

Structure analysis and presentations using the Pyramid Principle with SCQA and MECE frameworks

Validate implementation quality through custom checklists, scoring against constitution standards, specification coverage, and producing remediation recommendations.

Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.

Translate SQL queries between different database dialects with function mapping and optimization

Reputation measurement and benchmarking platform integration

Research-first development methodology that investigates existing solutions, brainstorms alternatives, and evaluates trade-offs before any implementation begins.

Generate responsive image sets with srcset, WebP/AVIF conversion, and art direction

Automate rollback procedures with state snapshots, rollback scripts, and verification automation

Write individual screenplay scenes with proper industry formatting, visual action, and dramatic structure

Compare database schemas between source and target environments for migration planning

Test equipment integration for signal analysis (oscilloscope and logic analyzer)

Run security scans including SAST, dependency scanning, and secret detection

Sensitivity analysis skill for identifying critical inputs and understanding model behavior under uncertainty

Service mesh configuration and operations expertise for Istio, Linkerd, and Consul Connect

Mandatory memory persistence system across session resets using three markdown surfaces in .claude/cc10x/. Iron law - every workflow must load at start and update at end.

Generate .shellcheckrc configuration with appropriate rules, exclusions, and severity settings for shell script linting.

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

Convert SOAP web services to REST APIs with WSDL parsing and resource modeling

Social media monitoring and conversation analysis for PR intelligence

Speaking opportunity discovery and conference management

Specification creation and management for the Pilot Shell methodology. Covers semantic search, clarifying questions, structured spec generation, and iterative refinement.

6-phase iterative specification execution workflow covering implementation, testing, review, improvement, commit, and progress tracking with quality-gated convergence.

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

Generate stakeholder analysis matrices and visualizations including Power-Interest grids and RACI matrices

STMicroelectronics STM32 HAL and Low-Level driver expertise

Strict RED->GREEN->REFACTOR test-driven development with enforcement. Never write production code before a failing test. Atomic commits per TDD cycle.

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

Integration with support and ticketing platforms

Integrate with survey platforms to create, distribute, and analyze user surveys

Optimize SVG assets, generate sprites, and convert to React components

Generate threat models using STRIDE, PASTA, or VAST methodologies

TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) ranking skill for multi-criteria evaluation

Build and maintain requirements traceability matrices with bidirectional links and coverage analysis

Generate distributed tracing schemas for OpenTelemetry with Jaeger/Zipkin integration

Develop narrative synopses that tell the complete story cinematically, serving as sales documents and production blueprints

Calculate typography scales, metrics, and responsive font sizing

Generate UAT test cases from requirements and acceptance criteria with traceability

Migrate UI components between frameworks with structure, state, and style transformation

Unity Addressables asset management skill for remote catalogs, content updates, asset bundles, and memory-efficient asset loading.

Unity Animation skill for Animator controllers, Animation Rigging, Timeline integration, and animation state machines.

Embedded unit testing with Unity framework and CMock

High Definition Render Pipeline configuration for Unity, including ray tracing, volumetric effects, and high-fidelity graphics setup.

Unity New Input System configuration skill for action maps, device bindings, control schemes, and cross-platform input handling.

Unity Netcode for GameObjects skill for multiplayer networking, RPCs, state synchronization, and server-authoritative gameplay.

Unity Physics skill for collision detection, rigidbody dynamics, raycasting, and physics configuration.

Unity Profiler skill for performance analysis, frame debugging, memory profiling, and optimization workflows.

Unity UI Toolkit skill for runtime UI development, USS styling, UXML templates, and custom visual elements.

Unity Visual Effect Graph skill for GPU particle systems, procedural effects, and high-performance visual effects.

Unreal Engine C++ programming skill for UCLASS macros, reflection system, garbage collection, and engine integration.

Unreal Engine Material Editor skill for PBR workflows, material instances, shader complexity, and material functions.

USB device and host stack implementation expertise

Generate and validate user stories from requirements with INVEST validation and acceptance criteria

Customer-centric value proposition development using jobs-to-be-done methodology

Discrete event simulation skill for warehouse design validation and capacity planning

Embedded wireless protocol implementation (LoRa, Zigbee, Thread, Matter)

Specialized skill for Zephyr RTOS development and configuration

Comprehensive API testing for REST and GraphQL endpoints with contract validation

Expert skill for abstract syntax tree design, traversal, transformation, and manipulation patterns

Allure test reporting framework for comprehensive test result visualization

Analyzes and optimizes Apache Spark jobs for performance, cost, and resource utilization

Appium mobile testing framework for iOS and Android automation

BackstopJS visual regression testing for self-hosted visual comparison

Implements Change Data Capture patterns for real-time data integration

Multi-language code coverage analysis, reporting, and quality gate enforcement

Specialized skill for robot vision including feature detection, tracking, and camera calibration