Yu-Hao-Chen
Community@aaaa47080 · Taiwan
AI Data Scientist / Engineer. Specializing in LLM & RAG. Here, my partners and I showcase our passion-driven AI system projects
Agent Skills by Yu-Hao-Chen
Showing 61 vetted skills indexed across 1 GitHub repositories.
aaaa47080using-git-worktrees
Create isolated git worktrees for feature branches and verify cleanup.
aaaa47080architecture-decision-records
Records architectural decisions with context, alternatives, rationale, and consequences in a structured format.
aaaa47080python-testing
Provide pytest fixtures, markers, async patterns, and mocks for FastAPI testing.
aaaa47080docker-patterns
Apply Docker best practices for multi-stage builds and Compose setups.
aaaa47080finishing-a-dev-branch
Finalize a development branch by verifying tests and choosing an integration option.
aaaa47080test-driven-development
Enforce test-first development through red-green-refactor cycles and bug fixes.
aaaa47080postgres-patterns
Apply PostgreSQL data type, indexing, and query patterns to optimize OLTP performance.
aaaa47080systematic-debugging
Diagnose software failures through root-cause analysis across multi-component systems.
aaaa47080test
Runs pytest test suites with configurable flags and coverage reporting.
aaaa47080cost-aware-llm-pipeline
Routes LLM calls by task complexity to optimize cost and performance using BudgetTracker and caching.
aaaa47080push-and-verify
Automates git push-to-remote and monitors CI workflows until all checks pass.
aaaa47080api-testing
Automate FastAPI endpoint tests with pytest and httpx.
aaaa47080deploy
Run tests, push changes, and validate health in production deployments.
aaaa47080dispatching-parallel-agents
Dispatch parallel agents to independently solve tasks without shared state.
aaaa47080executing-plans
Execute written implementation plans with task tracking and checkpoint reviews.
aaaa47080release
Automate git releases with changelog generation and semantic versioning.
aaaa47080root-cause-tracing
Trace issues backward through the call stack to identify root causes.
aaaa47080api-design
Standardize REST API design for FastAPI routers with URL, status code, and authentication conventions.
aaaa47080deployment-patterns
Automate deployment patterns for CI/CD, Docker, and production readiness.
aaaa47080frontend-debug
Diagnose and fix vanilla JS console, rendering, routing, and WebSocket issues in SPAs.
aaaa47080e2e-testing
Automate Playwright end-to-end UI tests for SPA market pages.
aaaa47080agentic-engineering
Provides build and debug guidance for LangGraph multi-agent systems.
aaaa47080brainstorming
Guide structured brainstorming to resolve product requirement ambiguity and output a design document.
aaaa47080changelog-generator
Generate structured changelogs from git history and conventional commits.