GitHub
antlr4-dev
ANTLR4前端开发专家，专注于词法/语法分析、AST构建、访问者模式。
☆ 33View skill
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GitHub
compiler-dev
编译器后端开发专家，专注于IR、CFG、SSA、数据流分析和优化Pass。
☆ 33View skill
GitHub
git-committer
Git提交专家，规范化提交信息和分主题提交。
☆ 33View skill
GitHub
test-dev
测试开发专家，基于JUnit 5 + AssertJ + Mockito + JaCoCo。
☆ 33View skill
GitHub
vm-dev
虚拟机开发专家，专注于字节码、指令、栈帧、内存管理和垃圾回收。
☆ 33View skill
GitHub
ask-questions-if-underspecified
Clarify requirements before implementing. Use when serious doubts arise.
☆ 33View skill
GitHub
validate-agent-files
Validates GitHub Copilot customization files (agents, skills, prompts, instructions) for correct format and structure. Use when checking if agent files are properly configured, troubleshooting agent issues, or...
☆ 33View skill
GitHub
generate-agent-docs
Generates documentation and usage guides for agents, skills, prompts, and instructions. Use when onboarding team members, creating README files for your customizations, or generating usage examples for existing...
☆ 33View skill
GitHub
copilot-file-specs
Contains the complete specifications for VS Code GitHub Copilot customization files including agents, skills, prompts, and instructions. Use this skill when you need to reference the correct file format, requir...
☆ 33View skill
GitHub
analyze-agent-overlap
Analyzes existing agents, skills, prompts, and instructions to identify overlaps, redundancies, and conflicts. Use before creating new customization files to avoid duplication, when consolidating agents, or whe...
☆ 33View skill
GitHub
bitcoinui
Bitcoin UI review (iOS)
☆ 33View skill
GitHub
testing-strategies
Expert knowledge in testing methodologies, test patterns, and quality assurance. Use when writing tests or setting up testing infrastructure.
☆ 33View skill
GitHub
project-planning
Expert knowledge in project planning, requirements gathering, user stories, and scope management. Use when planning new projects or features.
☆ 33View skill
GitHub
quality-gates
Expert knowledge in quality assurance gates, code quality standards, and automated checks. Use when enforcing quality standards.
☆ 33View skill
GitHub
backend-patterns
Expert knowledge in API design, authentication, caching, and backend best practices. Use for backend development tasks.
☆ 33View skill
GitHub
error-recovery
Expert knowledge in error diagnosis, debugging strategies, and self-healing patterns. Use when tasks fail or errors occur.
☆ 33View skill
GitHub
frontend-patterns
Expert knowledge in React patterns, component design, state management, and frontend best practices. Use for frontend development tasks.
☆ 33View skill
GitHub
etl-patterns
ETL workflow patterns, data pipeline architecture, and ingestion strategies for Somali dialect classifier. Covers source integration, transformation logic, staging patterns, and load strategies. Auto-invokes wh...
☆ 33View skill
GitHub
design
Unified design system for data/ML dashboards. Quick reference for brand vs data color decisions, component patterns, typography, spacing. Auto-invokes on styling, CSS, design, colors, UI, visualization keywords...
☆ 33View skill
GitHub
model-evaluation-framework
Model evaluation metrics, testing protocols, and performance assessment for Somali dialect classification. Covers accuracy, F1-score, confusion matrix analysis, per-dialect performance, and evaluation best prac...
☆ 33View skill
GitHub
accessibility-checklist
WCAG AA accessibility checklist and verification protocols for Somali dialect classifier dashboard. Covers keyboard navigation, screen readers, color contrast, ARIA labels, and accessibility testing procedures.
☆ 33View skill
GitHub
lrl-nlp-techniques
Low-resource NLP techniques specific to Somali language processing. Covers data scarcity strategies, cross-lingual transfer, morphological analysis, data augmentation for Somali, semi-supervised learning, and e...
☆ 33View skill
GitHub
mlops-best-practices
MLOps best practices for model versioning, experiment tracking, deployment, monitoring, and retraining workflows. Covers reproducibility, CI/CD for ML, model registry, and production ML system design.
☆ 33View skill
GitHub
dashboard-patterns
Reusable React/JavaScript patterns for Somali dialect classifier dashboard. Covers Chart.js integration, data card components, filter patterns, responsive layouts, and dashboard-specific UI patterns. Auto-invok...
☆ 33View skill
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