An internal cognitive engine for quantitative root cause analysis using Bayesian inference. Helps weigh competing hypotheses, prevent anchoring bias, and determine the most efficient diagnostic steps through probabilistic reasoning.

Comprehensive governance framework providing compliance rules, quality gates, approval hierarchies, and process standards for software development. Implements four core pillars (Portability, Reproducibility, Safety, Research Value) with mandatory quality gates, two-tier testing pipeline, and strict separation of concerns for code reviews.

Manage staff-to-institution mapping tables for vehicle insurance platforms. Handles Excel to JSON conversion, detects name conflicts, validates data coverage, and maintains version control for business staff assignments.

Explore problems from multiple perspectives through structured role-playing techniques including Six Thinking Hats, Stakeholder Roundtable, and Persona Analysis. Helps uncover hidden insights by systematically adopting different viewpoints.

Master coordinator that manages complete project setup workflow from ideation to ready-to-code, orchestrating research, tech stack selection, documentation, and initialization to deliver working projects in minutes.

Expert project management guidance for complex software projects, covering agile methodologies (Scrum, Kanban, SAFe), project planning, risk management, team coordination, stakeholder communication, and delivery management. Provides actionable advice on sprint planning, estimation, metrics tracking, and continuous improvement.

Expert system for creating, updating, and managing structured feature implementation plans with multi-phase tracking, subagent assignments, dependency management, and progress monitoring using automated utilities.

A strategic product development partner that analyzes MVP codebases, clarifies product goals, recommends prioritized improvements using ICE framework, and implements features end-to-end. Guides users through codebase analysis, goal clarification, priority matrix generation, implementation planning, and execution.

Universal Story management coordinator that decomposes Epics into 5-10 User Stories using a decompose-first pattern. Delegates to specialized workers for CREATE/REPLAN operations after building ideal Story plans with standards research.

Comprehensive LLM model evaluation and ranking system that compares language models across performance, cost, and technical dimensions. Provides benchmark-based rankings, task-specific recommendations, cost-effectiveness analysis, and helps users select the best model for their needs among GPT-4, Claude, Gemini, Llama, and other LLMs.

Create portfolio frameworks for demonstrating competency and prior learning, enabling credentials recognition and competency validation through structured evidence collection.

Create real-time analytics dashboards for measuring learning effectiveness and business impact. Provides engagement, completion, and mastery metrics for learners, instructors, and administrators.

Automatically scores and prioritizes growth experiments using the ICE framework (Impact × Confidence × Ease). Evaluates experiments on a 1-10 scale across three dimensions to calculate priority scores, helping teams decide which experiments to run first.

A skill that creates professional Excel quotation documents from client information, project items, cost prices, and profit margins. Automatically calculates selling prices while keeping cost information confidential.

Automated proposal generation tool for Energize Denver building compliance projects, including energy audits, benchmarking, and compliance pathway consulting. Handles cost estimation, timeline planning, and compliance verification for commercial and multifamily buildings under Denver Article XIV requirements.

A comprehensive system for understanding, classifying, and managing mortgage document types in underwriting systems. Supports income, asset, credit, and collateral documents with automated type inference based on filename patterns.

Generate comprehensive multi-approach strategies before execution by extracting domain knowledge, creating alternative approaches, identifying failure modes, and developing risk-aware plans for complex tasks requiring strategic thinking.

Expert assistance for dbt Semantic Layer, MetricFlow, and semantic modeling. Helps build semantic models, create metrics (simple, ratio, cumulative, derived, conversion), debug validation errors, and integrate with BI tools like Tableau, Power BI, and Looker.

Implement and manage complex credit systems with subscription credits, purchased credits, rollover logic, and atomic transactions. Handles credit deductions, refunds, subscriptions, and billing with database functions and service layer patterns.

Senior business consultant expertise for strategic analysis, executive communication, and decision-making frameworks. Applies top-tier consulting methodologies including MECE, Pyramid Principle, Porter's Five Forces, and structured problem-solving for strategic recommendations and business insights.

Expert guidance for property development in Brevard County, Florida, including parcel analysis, zoning verification, permit navigation, and compliance with local regulations through a comprehensive 12-stage development pipeline.

Automatically manages development tasks in TASKS.md by tracking progress, updating status, prioritizing backlog, and estimating effort. Runs proactively in the background during development without explicit invocation.

Comprehensive story review system that spawns parallel specialist sub-agents (PM, UX, SM) to evaluate draft stories from product, design, and implementation perspectives before development begins. Provides consolidated feedback, identifies blocking issues, and makes GO/NO-GO decisions with actionable recommendations.

Create personalized, adaptive learning pathways with branching logic, prerequisite tracking, and competency-based progression. Designs curricula that adapt to learner performance, preferences, and goals with mastery-based advancement.

Design holistic learning experiences with journey mapping and emotional design to create engaging, immersive educational content for learners.

Generate actionable verification checklists from the Four Learning Design Pillars for rapid content verification. Supports full checklists, single pillar focus, and Canvas LMS-specific formats to help educators review course quality.

End-to-end guide for Kaggle competitions covering TODO management, training pipelines, submission preparation, cross-validation strategies, and experiment documentation from start to submission.

Specialized expertise in Florida environmental permitting processes, including SJRWMD permits (ERP, WUP), wetland assessments, FEMA flood zone analysis, and stormwater management requirements for development projects.

A comprehensive design checklist for creating professional UI/UX for SaaS dashboards, inspired by industry leaders like Stripe, Airbnb, and Linear. Covers design philosophy, component systems, layout strategies, and module-specific best practices for multimedia moderation, data tables, and configuration panels.

Provides creative thinking prompts using concrete metaphors, dramatic scenarios, and strategic frameworks to inspire fresh perspectives, break through mental blocks, and validate ideas from first principles.