YANG SHAOYI
Community@ysyecust · shanghai
Ph.D. student at ECUST, research direction is PSE, dedicated to creating next-generation process simulation software for AI and HPC
Agent Skills by YANG SHAOYI
Showing 24 vetted skills indexed across 1 GitHub repositories.
golang-patterns
Reference idiomatic Go patterns for error handling, interfaces, and concurrency.
iterative-retrieval
Refine subagent context through DISPATCH, EVALUATE, REFINE, and LOOP cycles.
postgres-patterns
Apply PostgreSQL patterns for schema design, indexing, and security.
clickhouse-io
Automate ClickHouse table design and query optimization for OLAP analytics.
coding-standards
Enforce universal coding standards across TypeScript, JavaScript, React, and Node.js projects.
eval-harness
Codify and automate Claude Code session evaluations with pass@k metrics.
backend-patterns
Codify scalable backend architecture patterns for Node.js applications.
continuous-learning
Extract reusable patterns from Claude Code sessions into learned skills.
continuous-learning-v2
Observe sessions via hooks and convert them into atomic instincts with confidence scores.
verification-loop
Automate end-to-end project verification across builds, type checks, linting, tests, and security scans.
tdd-workflow
Enforce test-driven development across unit, integration, and end-to-end testing.
frontend-patterns
Standardize React and Next.js UI patterns for scalable interfaces.
security-review
Review authentication, input handling, secrets, and API endpoints for security.
strategic-compact
Prompt manual context compaction at configurable tool-call thresholds.
golang-testing
Codify Go testing patterns using table-driven tests, subtests, benchmarks, and fuzzing.
numerical-patterns
Implement C++20 numerical patterns for dense and sparse matrix operations.
Project Guidelines Skill (Example)
Codify project guidelines, architecture notes, and deployment workflows into a reusable blueprint.
springboot-patterns
Standardize Spring Boot backend architecture with layered services and REST API patterns.
springboot-security
Configure Spring Security best practices for Java Spring Boot services.
hpc-patterns
Optimize C++20 HPC workloads with cache-friendly layouts, SIMD, and NUMA-aware memory.
jpa-patterns
Model and tune Spring Boot data access with JPA and Hibernate patterns.
springboot-verification
Verify Spring Boot projects with builds, static analysis, tests, and security scans.
java-coding-standards
Enforce Java 17+ Spring Boot coding standards for naming, immutability, Optional usage, exceptions, generics, and layouts.
springboot-tdd
Automate TDD guidance for Spring Boot services with JUnit 5, Mockito, MockMvc, and Testcontainers.