graph
Graph: Extraction, Analysis & Categorical Compression
Systematic extraction and analysis of entities, relationships, and ontological structures from unstructured text—enhanced with categorical metagraph compression enabling scale-invariant representation through structural equivalence, k-bisimulation summarization, and quotient constructions that preserve query-answering capabilities while achieving dramatic size reductions.
Quick Start
Basic Extraction
- Load schema: Read
/mnt/skills/user/knowledge-graph/schemas/core_ontology.mdfor entity/relationship types - Extract entities and relationships using the schema as a guide
- Format as JSON following
/mnt/skills/user/knowledge-graph/templates/extraction_template.md - Validate: Run validation script on extracted graph
Compression Workflow
# 1. Extract → validate → analyze topology
python scripts/validate_graph.py graph.json
python scripts/analyze_graph.py graph.json --topology
More from zpankz/mcp-skillset
network-meta-analysis-appraisal
Systematically appraise network meta-analysis papers using integrated 200-point checklist (PRISMA-NMA, NICE DSU TSD 7, ISPOR-AMCP-NPC, CINeMA) with triple-validation methodology, automated PDF extraction, semantic evidence matching, and concordance analysis. Use when evaluating NMA quality for peer review, guideline development, HTA, or reimbursement decisions.
17textbook-grounding
Orthogonally-integrated Hegelian syntopical analysis for SAQ/VIVA/concept grounding with systematic textbook citations. Implements thesis extraction → antithesis identification → abductive synthesis across multiple authoritative sources. Tensor-integrated with /m command: activates S×T×L synergies (textbook-grounding × pdf-search × qmd = 0.95). Triggers on requests for model SAQ responses, VIVA preparation, concept explanations requiring textbook evidence, or any PEX exam content needing systematic cross-reference validation.
13software-architecture
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.
13cursor-skills
Cursor is an AI-powered code editor and development environment that combines intelligent coding assistance with enterprise-grade features and workflow automation. It extends beyond basic AI code comp...
13obsidian-process
This skill should be used when batch processing Obsidian markdown vaults. Handles wikilink extraction, tag normalization, frontmatter CRUD operations, and vault analysis. Use for vault-wide transformations, link auditing, tag standardization, metadata management, and migration workflows. Integrates with obsidian-markdown for syntax validation and obsidian-data-importer for structured imports.
12terminal-ui-design
Create distinctive, production-grade terminal user interfaces with high design quality. Use this skill when the user asks to build CLI tools, TUI applications, or terminal-based interfaces. Generates creative, polished code that avoids generic terminal aesthetics.
10