Alex Thola

Manages context overflow by handing off to a fresh subagent at 80% usage. Use when context pressure is critical and work must continue uninterrupted.

中文简介正在准备中。当前显示原文说明。

Applies KISS, YAGNI, and SOLID principles for clean code with reduced complexity. Use when refactoring or reviewing code for over-engineering.

中文简介正在准备中。当前显示原文说明。

Guides when to ask clarifying questions versus proceed autonomously. Use to reduce unnecessary clarifying questions when intent is clear.

中文简介正在准备中。当前显示原文说明。

Audits the DSA problem bank for coverage gaps and proposes new YAML entries. Use when refreshing the problem bank during update-plugins runs.

中文简介正在准备中。当前显示原文说明。

Applies data-grid architecture for high-traffic stateful workloads. Use when a single database cannot scale and in-memory partitioning is needed.

中文简介正在准备中。当前显示原文说明。

Applies serverless FaaS patterns for event-driven workloads. Use when designing bursty workloads with minimal infrastructure and pay-per-execution cost model.

中文简介正在准备中。当前显示原文说明。

Applies pipes-and-filters for sequential data transformations. Use when data flows through discrete stages like ETL, streaming analytics, or CI/CD pipelines.

中文简介正在准备中。当前显示原文说明。

Applies modular monolith with enforced internal boundaries. Use when teams want service-level autonomy without distributed system overhead.

中文简介正在准备中。当前显示原文说明。

Applies microservices for independent deployment and per-service scaling. Use when teams need autonomous release cycles with distinct capability scaling needs.

中文简介正在准备中。当前显示原文说明。

Applies microkernel architecture with minimal core and plugin extensibility. Use when building platforms where third parties extend core functionality.

中文简介正在准备中。当前显示原文说明。

Applies layered n-tier architecture with enforced boundaries. Use when designing moderate systems needing clear presentation, domain, and persistence layers.

中文简介正在准备中。当前显示原文说明。

Applies Functional Core, Imperative Shell to isolate logic from side effects. Use when business logic is entangled with I/O or unit tests are slow and brittle.

中文简介正在准备中。当前显示原文说明。

Models a business in its own language. Use when the domain has real business rules to capture.

中文简介正在准备中。当前显示原文说明。

Applies CQRS and Event Sourcing for read/write separation and audit trails. Use when designing systems with complex domain logic or full state-change history.

中文简介正在准备中。当前显示原文说明。

Evaluate Claude skill quality through auditing. Use when reviewing or auditing skills.

中文简介正在准备中。当前显示原文说明。

Audit Skill() refs; detect hubs, isolates, and dangling targets. Use when auditing skills.

中文简介正在准备中。当前显示原文说明。

Guide creating Claude Code skills with TDD and persuasion principles. Use for new skill development.

中文简介正在准备中。当前显示原文说明。

Evaluate Claude Code rules in .claude/rules/. Use for frontmatter, globs, and quality audits.

中文简介正在准备中。当前显示原文说明。

Build composable skill modules with hub-and-spoke loading. Use when token budget is tight.

中文简介正在准备中。当前显示原文说明。

Surface expert frameworks. Use when creating or evaluating skills, hooks, or agents.

中文简介正在准备中。当前显示原文说明。

Applies event-driven async messaging to decouple producers and consumers. Use when designing real-time or multi-subscriber systems needing loose coupling.

中文简介正在准备中。当前显示原文说明。

Evaluate hook security, performance, and SDK compliance. Use for audits.

中文简介正在准备中。当前显示原文说明。

Select hook scope (plugin, project, global) by audience. Use when authoring a hook.

中文简介正在准备中。当前显示原文说明。

Map open problems where this repo can advance SOTA. Use when scoping research. Do not use to run the campaign; use night-market-completion-integrity-campaign.

中文简介正在准备中。当前显示原文说明。