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Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3. Auto-activates for model benchmarking, comparison evaluation, or performance testing between AI models.

Big tech ML engineer to indie founder transition coach. Expert in idea validation, MVP development, marketing, monetization, and sustainable growth for ADHD…

Account assignment by revenue potential, geography, relationship. Workload balancing, TAM/SAM calculation, coverage models.

Background context for housing loan tax credit (住宅ローン控除) in the shinkoku tax filing plugin. Contains eligibility requirements, credit limits, calculation rules, and interaction with furusato-nozei for the current tax year. This skill is not user-invocable — Claude loads it automatically when responding to housing loan tax credit questions or calculations.

Use when elements transform in place - toggle switches, expanding accordions, checkbox animations, button states, or any transformation without…

ALWAYS use when working with Angular Dependency Injection, providers, services, inject tokens, or hierarchical injection in Angular applications.

ALWAYS use when working with Angular Forms, reactive forms, template-driven forms, form validation, or form handling in Angular applications.

Process and manage corporate actions from announcement through settlement. Use when handling dividends stock splits reverse splits mergers or spin-offs,…

Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. The execution phase that follows planning and bead creation.…

Generate and verify web scraper scripts using Actionbook's verified selectors. Auto-validates generated scripts and fixes errors.

ALWAYS use when testing Angular applications with Cypress, E2E testing, or component testing in Angular.

ALWAYS use when working with Angular Injector, inject() function, Provider, or dependency resolution in Angular.

Ensure investment advertising and marketing materials comply with SEC Marketing Rule and FINRA Rule 2210. Use when the user asks about performance advertising,…

ALWAYS use when working with Angular Lifecycle Hooks, ngOnInit, ngOnChanges, ngAfterViewInit, or component lifecycle in Angular.

Prompt engineering for production LLMs — structured outputs, RAG, tool workflows, and safety. Use when designing or debugging prompts for LLM APIs.

Design and build agent-first CLIs with HATEOAS JSON responses, context-protecting output, and self-documenting command trees. Use when creating new CLI tools,…

ALWAYS use when working with Angular Signals and HttpClient, toSignal, toObservable, or HTTP with signals.

Live affiliate program data from list.affitor.com. Search programs, compare commissions, check cookie days, find top performers. Use when researching affiliate programs, comparing options, or checking program details. Persistent daemon with cache — first call starts server (~2s), subsequent calls ~100ms.

Use when creating hand-drawn or classical animation, working with frame-by-frame techniques, or applying Disney principles in their original artistic context.

ALWAYS use when working with Angular Components, component architecture, @Component decorator, inputs, outputs, or component design patterns.