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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.
Google Cloud Vector Search 2.0 Expert
Data & AI
Expert guide to implement Vector Search 2.0, including vector embeddings and similarity search on Google Cloud Vertex AI.
Lead Scoring
Data & AI
Build and apply lead scoring models combining firmographic fit, behavioral signals, and intent data for sales prioritization.
Tushare Finance Data
Data & AI
Fetch Chinese financial market data (A-shares, HK stocks, US stocks, funds, futures, bonds) using 220+ Tushare Pro APIs.
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.
Evaluation Report Quality Review
Data & AI
Meta-evaluation of evaluation report quality per KOICA v2 guidelines (10 items, /100, A-D Pass/Non-Pass). Checks if the report is well-written, not whether the project succeeded.
PMOVES Model Registry
Data & AI
Query, discover, and enrich the PMOVES.AI model catalog. Manages metadata for LLMs, embeddings, TTS, vision, and GPU deployments.
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.
Model Your Own Topic
Data & AI
Design exercise: sketch a tiny knowledge graph to make the GRC-20 model concrete.
Agoragentic
Data & AI
Skill to invoke external AI capabilities by task, with routing, fallback, USDC settlement, and policy control.