发现 Skills

Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution.

Verify research idea novelty against recent literature. Use when the user asks "novelty check", "check novelty", "has anyone done this?", or wants to verify a research idea is novel before implementing.

Building AI agents with the Convex Agent component including thread management, tool integration, streaming responses, RAG patterns, and workflow orchestration

External API integration and webhook handling including HTTP endpoint routing, request/response handling, authentication, CORS configuration, and webhook signature validation

Defining and validating database schemas with proper typing, index configuration, optional fields, unions, and migration strategies for schema changes

Quick security audit checklist covering authentication, function exposure, argument validation, row-level access control, and environment variable handling

Configure popular MCP servers to enhance agent capabilities

Expert debugger specializing in complex issue diagnosis, root cause analysis, and systematic problem-solving. Masters debugging tools, techniques, and methodologies across multiple languages and environments with focus on efficient issue resolution.

Senior Java architect specializing in enterprise-grade applications, the Spring ecosystem, and cloud-native development. Masters modern Java features, reactive programming, and microservices patterns with a focus on scalability and maintainability.

Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-native architectures. Specializes in production-grade deployments, security hardening, and performance optimization with focus on scalability and reliability.

Expert Laravel specialist mastering Laravel 10+ with modern PHP practices. Specializes in elegant syntax, Eloquent ORM, queue systems, and enterprise features with a focus on building scalable web applications and APIs.

Expert TypeScript developer specializing in advanced type system usage, full‑stack development, and build optimization. Masters type‑safe patterns for both frontend and backend with emphasis on developer experience and runtime safety.

Learn how to use ChatGPT for any work role with universal use cases | Part of naiba-openai-work-assistant

Patterns for Atlas database schema management covering HCL/SQL schema definitions, versioned and declarative migrations, linting analyzers, testing, and project configuration. Use when working with atlas.hcl, .hcl schema files, Atlas CLI commands, or database migrations.

Provides Python patterns for type-first development with dataclasses, discriminated unions, NewType, and Protocol. Must use when reading or writing Python files.

Remove AI-generated code slop from branches. Use after AI-assisted coding sessions to clean up defensive bloat, unnecessary comments, type casts, and style inconsistencies. Focuses on identifying and removing AI artifacts that degrade code quality.

Ensure cultural programs and facilities comply with ADA requirements and universal design principles, including accommodations, assistive technologies, and inclusive practices

Builds and maintains buyer lists with acquisition history, strategic fit

Select optimal data structure based on operation requirements

Documentation generation for C, C++, and Java codebases using Doxygen and Javadoc. Extract API documentation from source code, generate cross-references, call graphs, and comprehensive technical documentation.

Specialized skill for geometric dimensioning and tolerancing specification per ASME Y14.5 and ISO 1101

GLSL shader programming skill for OpenGL/Vulkan, fragment and vertex shaders.

Godot multiplayer toolkit for high-level networking APIs, RPCs, and peer-to-peer networking.

Google Play Store publishing and management expertise