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Project Management (PM)
Data & AI
Manage and drive forward an ongoing project, tracked in the projects/ directory.
Document Extraction with Docling
Data & AI
Extract and parse content from web pages, PDFs, documents (docx, pptx), and images using the docling CLI with GPU acceleration.
Lead Scoring
Data & AI
Build and apply lead scoring models combining firmographic fit, behavioral signals, and intent data for sales prioritization.
Keyword Research Harvest
Data & AI
Local workflow to search scholarly APIs for keywords, download PDF/HTML/XML full texts, and deduplicate files. Best for reproducible literature harvesting.
Literature Search and Note Taking
Data & AI
Conducts literature searches, writes structured paper notes, and updates an index. Citations come from real search results with DOI or arXiv ID.
Sharding Strategies
Data & AI
Horizontal scaling patterns for multi-tenant databases. Covers shard key selection, consistent hashing, and shard management.
PMOVES Model Registry
Data & AI
Query, discover, and enrich the PMOVES.AI model catalog. Manages metadata for LLMs, embeddings, TTS, vision, and GPU deployments.
ggsql Query Writer
Data & AI
Write ggsql queries, a SQL extension for declarative data visualization based on Grammar of Graphics. Covers query structure, data sources, and VISUALISE/DRAW clauses.
Scrappling: Web Scraping to Markdown
Data & AI
Scrape a public webpage and convert it to agent-friendly Markdown. Use the POST /api/scrape API.
AHU Psychrometric Agent
Data & AI
Expert in psychrometrics and HVAC thermodynamics. Calculates air properties for air handling processes and verifies thermal loads.
PA-TCNet Brain Tumor Segmentation
Data & AI
Multi-stage brain tumor segmentation using pathology-aware temporal calibration with physiological consistency constraints for biologically plausible predictions from longitudinal MRI.
Sharding Strategies
Data & AI
Horizontal scaling patterns for multi-tenant databases. Covers shard key selection, consistent hashing, and shard management.