6Explore and compare multiple parallel solution designs ("universes") before coding, then converge on a single, well-justified approach. Use when problems are...
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clawdbot install openlang-cn/6Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A development team needs to design a new microservice for handling user notifications in a SaaS platform. The problem is ambiguous with trade-offs between using a message queue vs. a RESTful API, and between synchronous vs. asynchronous processing. This skill helps explore distinct universes like event-driven vs. request-response architectures before coding.
An e-commerce company is redesigning its product catalog database to support multiple vendors and dynamic pricing. The task involves trade-offs between normalized vs. denormalized data models, impacting performance and scalability. This skill generates universes with different data shapes and ownership boundaries to evaluate pros and cons.
A team building a real-time dashboard for financial analytics faces ambiguity in choosing a state management approach (e.g., Redux vs. Context API vs. a custom solution). The skill explores universes varying in complexity location (client-side vs. server-side) and control flow to align with team skills and deadlines.
A company migrating legacy monolithic applications to cloud-native services needs to design an API gateway. The problem has many trade-offs, such as using off-the-shelf solutions vs. custom builds, and impacts cross-cutting behavior like authentication and logging. This skill helps compare distinct architectural styles before implementation.
Offer specialized consulting to help clients explore multiple solution designs for ambiguous projects, charging per engagement or hourly rates. This leverages the skill's structured approach to reduce risks and improve decision-making in high-stakes software development.
Develop a SaaS platform that integrates this skill into a visual tool for teams to generate and compare universes in real-time. Revenue comes from subscription tiers based on team size and advanced features like AI-assisted trade-off analysis.
Provide training programs and workshops that teach this skill to software engineers and architects, focusing on practical applications for ambiguous problems. Revenue is generated through course fees, corporate training packages, and certification programs.
💬 Integration Tip
Integrate this skill early in the development lifecycle for ambiguous tasks, using it to clarify problems and generate universes before writing code to avoid costly rework.
Scored Apr 19, 2026
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avoid. Use when reviewing PRs, establishing review standards, or improving review quality.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Provides a 7-step debugging protocol plus language-specific commands to systematically identify, verify, and fix software bugs across multiple environments.
Control and operate Opencode via slash commands. Use this skill to manage sessions, select models, switch agents (plan/build), and coordinate coding through Opencode.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions