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

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

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

Wire service integration and press release distribution management

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

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.

Reputation measurement and benchmarking platform integration

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

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

Compare database schemas between source and target environments for migration planning

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

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

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.

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

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

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

Calculate typography scales, metrics, and responsive font sizing

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

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 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.

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

Appium mobile testing framework for iOS and Android automation

BackstopJS visual regression testing for self-hosted visual comparison

Cucumber/Gherkin BDD testing for behavior-driven development workflows

Expert Cypress testing framework integration for browser-based end-to-end testing

Deep integration with Ghidra and IDA Pro for binary analysis and reverse engineering

Apache JMeter expertise for enterprise-grade load and performance testing

Expert Jest testing framework for JavaScript/TypeScript unit and integration testing

Percy visual testing platform integration for visual regression detection

Deep integration with Playwright for browser automation and end-to-end testing

Selenium WebDriver expertise for cross-browser automation and legacy system testing

Multi-dimensional inventory classification skill combining value (ABC) and demand variability (XYZ) analysis for differentiated policies

Generate NSMenu and NSStatusItem configurations for macOS menu bar applications

Extract arguments from complex texts, identify premises, conclusions, and implicit assumptions, and create visual argument maps using Toulmin model or standard form

Craft persuasive advocacy messages, coordinate coalition building, and engage with policymakers to advance arts funding and cultural policy priorities

Expert skill for AMBA AXI protocol implementation and verification in FPGA designs

Benchmarking study skill for internal, competitive, and best-in-class performance comparison

Apply bioethical principles (autonomy, beneficence, non-maleficence, justice) and case-based reasoning to healthcare decisions, research protocols, and clinical dilemmas

Support board of directors governance and meeting management

Generate and validate BPMN 2.0 diagrams from process descriptions

Clarify vague requirements through exploratory questioning and option generation before committing to research or implementation.

Production capacity analysis skill using Theory of Constraints principles

Automated carrier evaluation and selection skill using multi-criteria decision analysis for optimal freight procurement

Category management strategy development using Kraljic Matrix and portfolio optimization

Setup and changeover time reduction skill with SMED methodology and sequence optimization

Analyze clinical workflows to identify inefficiencies, bottlenecks, and improvement opportunities using Lean healthcare principles and value stream mapping techniques

Minimal, pattern-matching code output. Write the least code that satisfies requirements. Match existing project patterns. Use Write/Edit tools only.

Manage and generate competitive programming templates

Generate automated code migration scripts (codemods)

Capture raw thoughts with automatic domain classification and vault routing

Generate personalized verified news briefs with 7-day freshness and 95%+ source accuracy

Build structured knowledge frameworks from scattered vault notes with source attribution

Process meeting recordings and transcripts into decisions, action items, and team dynamics

Personalize COG Second Brain workflow through role pack selection and vault initialization

Create and maintain comprehensive collection records including cataloging, photography, condition documentation, and database management following AAM/ICOM standards

Analyze market compensation data and establish competitive pay structures

Conduct phenomenological comparison of religious traditions, beliefs, practices, and institutions while maintaining methodological neutrality and scholarly rigor

Automated competitive mapping with funding history, product positioning, market share

Deep competitive intelligence and market positioning analysis

Analyze philosophical concepts through examination of necessary and sufficient conditions, identify counterexamples, clarify conceptual boundaries, and resolve ambiguities

Assess condition of artworks and cultural objects, develop treatment proposals, and document conservation interventions following AIC ethical guidelines

Business continuity and contingency plan development skill for supply chain resilience

Pattern extraction, confidence-scored evaluation, skill creation, organization, versioning, and cross-project export pipeline.

Contract analysis and negotiation support skill with clause extraction and risk identification

Manage corporate records and minute books

Flow-through logistics process coordination skill to minimize storage time and accelerate product movement

Track progress through CSES Problem Set with structured learning

Analyze cultural policies, assess community cultural needs, and develop evidence-based recommendations for arts funding and cultural development

Conduct art historical research, provenance investigation, and scholarly analysis to inform exhibitions, acquisitions, and publications using primary and secondary sources

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

Build unified developer portals with Backstage or custom frameworks