Anak Wannaphachaiyong
Community@awannaphasch2016
PhD Student at Florida Atlantic University. Passionate about Software Engineer + AI.
Agent Skills by Anak Wannaphachaiyong
Showing 26 vetted skills indexed across 2 GitHub repositories.
mcp-integration
Register MCP servers via .mcp.json and escalate configuration through CLAUDE.md and hooks.
mcp-development
Bundle MCP server resources into npm packages with npx auto-update.
Skill Builder
Scaffold Claude Skill directories with SKILL.md frontmatter and progressive disclosure templates.
ReasoningBank with AgentDB
Integrate ReasoningBank with AgentDB for adaptive learning and trajectory tracking.
ReasoningBank Intelligence
Configure ReasoningBank to record experiences and generate optimized strategies.
AgentDB Advanced Features
Coordinate distributed AgentDB instances with QUIC synchronization and hybrid vector search.
AgentDB Performance Optimization
Optimize AgentDB vector search with quantization, HNSW indexing, caching, and batch operations.
AgentDB Memory Patterns
Persist agent memory across sessions using AgentDB and ReasoningBank.
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB reinforcement learning algorithms.
AgentDB Vector Search
Perform semantic vector search against AgentDB stores using embedding similarity.
research
Automate structured debugging workflows to uncover root causes of production incidents.
error-investigation
Diagnose AWS service errors by correlating Lambda responses and CloudWatch logs.
infrastructure-verification
Validate AWS VPC endpoints, NAT gateways, security groups, and network paths before deployment.
python-env
Automate Python environment variable loading and validation with python-dotenv.
data-visualization
Align time-series overlays with timestamp-based regression and dataset fills.
code-review
Automate code review for security, performance, and quality issues.
Extract text and tables from PDFs using Python libraries.
template-cloning
Clone and customize UI templates into new projects with config-driven content.
google-sheets
Read, write, and format Google Sheets using Python and gspread.
deployment
Coordinate AWS Lambda versioning and aliases for zero-downtime deployments.
webapp-testing
Automate local web application testing with Playwright Python scripts.
frontend-design
Turn vague frontend requirements into production-grade UI designs with theming and accessibility.
sales-landing-page
Design B2B landing pages using a 14-section psychological sequence.
database-migration
Apply idempotent reconciliation migrations to Aurora MySQL databases.