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Data & AI

MySQL expert (8 + Eloquent + Python) for ndestates-io. Schema, optimization, safety, migrations. Use on /mysql-database-expert or DB tasks.

Data & AI

Verify all raw source files are authentic and URLs are valid.

Data & AI

Searches and analyzes popular quantitative trading projects on GitHub, providing actionable insights and recommendations.

Data & AI

Converts JSON, YAML, XML, and CSV data into token-efficient formats like TSV, TOON, and YAML, reducing token usage by 30-70% for LLM inputs. Supports filtering by paths, limiting nesting depth, and truncating arrays to fit context windows. Useful for minimizing token consumption when feeding structured data to language models.

Data & AI

Analyzes time-to-event data using Kaplan-Meier curves, log-rank tests, and Cox regression. Predicts patient survival from clinical and omics features.

Data & AI

Build financial models, backtest trading strategies, and analyze market data. Includes risk metrics and portfolio optimization.

Data & AI

Search, scrape, crawl, extract structured data, and monitor web pages using the just-scrape CLI.

Data & AI

Search and analyze popular quantitative trading projects on GitHub, providing recommendations on tech stacks, architectures, and best practices.

Data & AI

Keeps Memory MCP (cerebellum) and Obsidian (brain) in sync without duplication. Auto-extracts triggers and relations for fast reflexes.

Data & AI

Validates mathematical correctness of TDA results using consistency checks and known benchmarks (persistence, Wasserstein, null models).

Data & AI

Transcribe audio/video with speaker diarization, sentiment analysis, chapters, and LLM-powered Q&A using LeMUR. Integrate via Python or Node.js.

Data & AI

Self-optimizing agent with LoRA fine-tuning, EWC++ memory preservation, and pattern discovery for quality improvement and cost savings.