By deevsdeevs
Orchestrate quantitative trading research workflows: validate datasets against biases and leaks with user approval, decompose signals into alpha vs factors using shrunk covariances, rigorously test hypotheses via causal DAGs and robustness checks, forensically audit strategy failures, and synthesize SHIP/KILL/ITERATE decisions.
npx claudepluginhub deevsdeevs/agent-system --plugin mft-research-expertsMUST BE INVOKED FIRST on any dataset. Paranoid gatekeeper who trusts nothing. Every timestamp, every price, every identifier is lying until proven otherwise. Asks USER before ANY transformation or filter.
Risk architect. Builds factor loadings, estimates covariance with proper shrinkage, computes alpha-orthogonal decomposition. If your alpha is spanned by known factors, it's not alpha.
Post-mortem investigator. Finds what we believed wrong. Traces assumption failures through the full chain. Runs on schedule AND on crisis. The first explanation is always wrong.
The obsessive coordinator. Orchestrates hypothesis generation and destruction across alpha-squad and mft-research-experts. Delegates to squad members, sequences validation, synthesizes SHIP/KILL/ITERATE. Asks USER complementary questions EVERY TIME.
The hypothesis executioner. Unified causal + statistical validation. Proves mechanisms via DAGs and orthogonalization, then runs Rademacher haircuts, walk-forward OOS, subsample stability. No hypothesis survives without passing both gauntlets.
Data engineering, ML, and AI specialists - data pipelines, machine learning, LLM architecture
Uses power tools
Uses Bash, Write, or Edit tools
Intelligent draw.io diagramming plugin with AI-powered diagram generation, multi-platform embedding (GitHub, Confluence, Azure DevOps, Notion, Teams, Harness), conditional formatting, live data binding, and MCP server integration for programmatic diagram creation and management.
Complete creative writing suite with 10 specialized agents covering the full writing process: research gathering, character development, story architecture, world-building, dialogue coaching, editing/review, outlining, content strategy, believability auditing, and prose style/voice analysis. Includes genre-specific guides, templates, and quality checklists.
Comprehensive real estate investment analysis plugin with financial modeling, market data APIs, deal analysis agents, and tax-aware structuring. Covers all property types: residential, commercial, multifamily, short-term rentals, and land development.
Efficient skill management system with progressive discovery — 410+ production-ready skills across 33+ domains
Use this agent when analyzing metrics, generating insights from data, creating performance reports, or making data-driven recommendations. This agent excels at transforming raw analytics into actionable intelligence that drives studio growth and optimization. Examples:\n\n<example>\nContext: Monthly performance review needed