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Multi-Agent Coordination Optimization
Data & AI
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use this skill when improving agent performance, throughput, or reliability, and when profiling workflows to identify bottlenecks or designing orchestration strategies.
Instant Answer (DuckDuckGo)
Data & AI
Retrieve short summaries/definitions via DuckDuckGo Instant Answer API. No API key required. Suitable for 'what is X' queries.
GitHub Quantitative Trading Project Analysis
Data & AI
Search and analyze popular quantitative trading projects on GitHub, then provide actionable recommendations to improve your own project.
D3.js: Interactive Data Visualizations
Data & AI
Assists with building custom interactive data visualizations using D3.js, a low-level JavaScript library for binding data to DOM elements.
Audit Wasserstein Order Consistency
Data & AI
Scans manuscripts and code for W1 vs W2 inconsistencies, enforcing the project's Wasserstein metric standard.
Family Health Analyzer
Data & AI
Analyzes family medical history, assesses genetic risks, identifies family health patterns, and provides personalized preventive recommendations.
Eval Coverage Audit
Data & AI
Retroactively audit an executed AI phase's evaluation coverage. Scores each dimension and produces an actionable EVAL-REVIEW.md with remediation plan.
Prediction Tracking
Data & AI
Track and evaluate AI predictions over time to assess accuracy. Use it to review past predictions and determine whether they came true, failed, or remain uncertain.