Business & Operations

Ship, measure, and learn effectively. Use when planning staged rollouts, setting up metrics hierarchies, running bet retrospectives, or executing GTM launches. Part of the Modern Product Operating Model collection.

Structure what you're building and why now. Use when organizing products into capability blocks, creating bet backlogs, building roadmaps, or writing solution briefs. Part of the Modern Product Operating Model collection.

Implement human-in-the-loop approval flows. Use when adding Slack approvals, dashboard review queues, action gating, or trust-based auto-approval.

Build Account-Based Everything (ABX) GTM strategies for complex B2B sales. Use when working on ABM strategy, ICP scoring, messaging architecture, product launches, or pipeline acceleration for companies with <500 accounts, $100K+ deals, and 6+ month sales cycles.

Master hiring processes, interviewing, candidate assessment, and building strong engineering teams

Detect hints about unreleased AI research or capabilities from lab researcher communications. Use when analyzing tweets, posts, or interviews from people at major AI labs to identify signals about upcoming work.

Create sophisticated economic data analyses and visualizations for higher education stakeholders using FRED (Federal Reserve Economic Data). Use this skill when users request: (1) Analysis of student loan debt, unemployment by education level, or earnings data, (2) Dashboard or visual presentations of higher ed economic indicators, (3) Narrative reports on higher education ROI or economic value, (4) Data-driven communications for institutional stakeholders (trustees, enrollment management, fi...

A framework for creating radical clarity and focus during rapid scaling. Use this when teams are overwhelmed by complex spreadsheets, when priorities frequently clash, or when accountability is diffused across multiple owners.

A three-level framework for building, scaling, and dominating a marketplace. Use it when launching a new marketplace to determine initial scope, when deciding whether to expand into new categories/geographies, or when diagnosing why a marketplace is growing but not becoming more profitable.

Reviews code architecture for hexagonal patterns, checks dependency directions, and suggests improvements for ports and adapters separation. Activates when users work with services, repositories, or architectural patterns.

Use when making decisions under time pressure or uncertainty, preventing errors in complex procedures, designing decision rules or checklists, simplifying complex choices, or when user mentions heuristics, rules of thumb, mental models, checklists, error prevention, cognitive biases, satisficing, or needs practical decision shortcuts and systematic error reduction.

Rent cars, manage Gold Plus Rewards, and access Hertz premium services

Manage customer support with Help Scout's human-focused help desk.

Enables Claude to browse HelloFresh meal kits and manage subscriptions

Design scalable data systems in the style of Pat Helland, distributed systems veteran from Tandem, Microsoft, and Amazon. Emphasizes life beyond distributed transactions, idempotency, and practical patterns for data at scale. Use when building systems that must scale beyond single-node ACID transactions.

Healthcare UX design standards for MYCURE products combining WCAG 2.2 Level AA accessibility compliance with patient safety language guidelines. Auto-activates for healthcare UI design, form validation, error messaging, clinical workflows, patient-facing interfaces, and government health system integration. Includes Philippine healthcare context (LGU, RHU, BHS, FHSIS systems).

Use when designing animations for medical apps, patient portals, telehealth, or health tracking interfaces

HIPAA compliance, healthcare regulations, privacy and security standards for medical organizations and providers

Workplace health and wellness expertise for employee wellness programs, mental health initiatives, ergonomics and safety, healthcare benefits strategy, and health analytics. Use when designing wellness programs, improving workplace safety, or analyzing health metrics.

Prepare and lead difficult conversations as a manager/leader and produce a Difficult Conversation Pack (conversation brief, talk track/script, objection+emotion handling plan, follow-up note, and quality gates). Use for difficult conversation, hard conversation, tough feedback, performance conversation, promotion denial, layoff conversation, termination conversation, firing. Category: Leadership.

Time tracking and invoicing for teams.

Analyze the protocol layer between agent harness and LLM model. Use when (1) understanding message wire formats and API contracts, (2) examining tool call encoding/decoding mechanisms, (3) evaluating streaming protocols and partial response handling, (4) identifying agentic chat primitives (system prompts, scratchpads, interrupts), (5) comparing multi-provider abstraction strategies, or (6) understanding how frameworks translate between native LLM APIs and internal representations.

Handle transaction errors properly with P-code checking and timeout configuration. Use when implementing transaction error recovery.

Implements asynchronous programming patterns using Task, ValueTask, and ConfigureAwait in .NET. Use when building non-blocking I/O operations or improving application responsiveness.