Danny Wang
Community@danny0926 · Taiwan
Software Engineer @ VIS | Semiconductor × Data Science | ML, RL & GenAI | M.S. NYCU
Agent Skills by Danny Wang
Showing 26 vetted skills indexed across 1 GitHub repositories.
danny0926research
Orchestrate five sub-skills to run research pipelines with state tracking.
danny0926validate-data
Validate SQLite congressional trading pipeline data integrity and report quality issues.
danny0926pipeline-monitor
Query extraction_log tables to summarize ETL pipeline health and trends.
danny0926alpha-review
Analyze alpha signals from a SQLite database to surface top investment opportunities.
danny0926data-source-eval
Evaluate data sources across five dimensions and produce a Spike Report.
danny0926backtest-report
Query backtest data and compile strategy metrics into a Markdown report.
danny0926research-run
Guide Python research experiments through implementation, backtesting, and pytest validation.
danny0926innovate-verdict
Evaluate innovation proposals with scored verdicts logged to innovation_log.
danny0926hypothesis-test
Perform statistical hypothesis testing on PAM trading signals to validate alpha evidence.
danny0926brainstorm
Structure raw ideas into validated designs through guided brainstorming.
danny0926research-design
Define and validate A/B experimental designs with guardrails and structured design docs.
danny0926innovate-poc
Create structured proof-of-concept projects with templates and evaluation plans.
danny0926research-brief
Summarize PAM research signals and backtest results into a Markdown brief.
danny0926research-log
Record research verdicts and metadata into docs/research_log.md.
danny0926run-pipeline
Automate retrieval and analysis of congressional trading data via ETL pipeline.
danny0926check-signals
Query the ai_intelligence_signals table in data/data.db and present results.
danny0926innovate-scan
Scan academic papers, GitHub projects, and community signals for emerging research topics.
danny0926db-health-check
Diagnose data quality issues in local SQLite databases and output a health score.
danny0926skill-creator
Create Claude Skill units with templates and initialization scripts.
danny0926research-scope
Define research scope with hypotheses, bias checks, and prior art references.
danny0926system-status
Aggregate PAM database health, pipeline results, signals, and market indicators into a status briefing.
danny0926innovate-map
Identify cross-domain mapping opportunities and assess data source viability.
danny0926innovate
Coordinate sub-skills to convert exploratory ideas into executable POC pipelines.
danny0926research-analyze
Analyze backtest results with AB comparisons and bias screening.