adr-create
Create a new Architecture Decision Record with sequential numbering (ADR- prefixed filename) and AgentDB registration
adr-index
Build or rebuild the ADR index and dependency graph in AgentDB (strict mode — Phase 3 corpus, ADR- prefix filenames, no legacy fallbacks)
council
Convene a dialectic expert-panel review (the Linked Data Council Hive) on an ontology/ADR/ODR proposition or a set of outstanding questions, then produce a session record. Use when a modelling decision has a credible split, a contested mapping or identity-criterion question needs adjudicating, or a precedent needs recording. Spawns a SCOPED panel via the Agent tool (Queen + Devil's Advocate + only the relevant experts), collects per-question verdicts, writes the synthesis, and routes dispositions to the ODRs/ADRs.
diagramming
Create professional diagrams using Mermaid or DOT/Graphviz. Mermaid for flowcharts, sequences, classes, ER, Gantt, architecture with semantic coloring and WCAG AA accessibility. DOT/Graphviz for pure network graphs, semantic webs, and maximum layout control.
dot-export
Export DOT/Graphviz diagrams from documents to PNG images (default) or SVG. Use after creating documents with DOT code blocks when you need to render them as static images for distribution, GitHub, wikis, or static sites. Supports multiple layout engines (dot, neato, circo, fdp, twopi, osage, patchwork). Processes .md, .html, .mdx, .rst, .adoc files.
mermaid-export
Export Mermaid diagrams from documents to PNG images. MUST be run immediately after creating or editing any Mermaid diagram, BEFORE committing. Processes .md, .html, .mdx, .rst, .adoc files.
notebook
Create professional Jupyter notebooks with zero-execution styling using markdown-based CSS and HTML components following Airbnb DLS principles.
odr-create
Create a new Ontology Decision Record (ODR) with sequential numbering and AgentDB registration
odr-index
Build or rebuild the ODR index and dependency graph in AgentDB (strict mode — unified MADR DCAP: 6 required + 3 optional frontmatter keys, MADR body spine, matching odr-create / odr-review)
odr-review
Lint ODR frontmatter, section structure, and references against the DCAP profile
owl
Design and implement OWL 2 ontologies for knowledge representation. Covers RDFS foundations, OWL profiles (EL, QL, RL), class expressions, property characteristics, reasoning patterns, SKOS taxonomies, and the evolving shift toward SHACL. Informed by Kurt Cagle's ontologist perspective.
qlever
Query, configure, and optimize QLever—the high-performance open-source RDF triplestore. Covers SPARQL queries, GeoSPARQL, text search, CLI operations, and public endpoints. Informed by Kurt Cagle's semantic web expertise.
ruflo-source-patch
Fixes ruflo/@claude-flow's .claude-flow/.swarm folder + daemon proliferation (ruvnet/ruflo#2633) by patching the cwd-anchoring defect at its SOURCE in the installed npm library, and keeping it patched every session. Use when asked to "fix ruflo daemon sprawl", "stop .claude-flow proliferation", "patch ruflo cwd", "install ruflo source patch", or "uninstall ruflo source patch". Explicit triggers: /ruflo-source-patch-install, /ruflo-source-patch-uninstall.
shacl
Design, implement, and validate RDF data with SHACL (Shapes Constraint Language). Covers node shapes, property shapes, constraint components, validation reports, SHACL-SPARQL integration, AI/LLM patterns, UI generation, and taxonomy integration. Informed by Kurt Cagle's ontologist perspective and W3C specifications.
skos
Design, implement, and manage knowledge organization systems with SKOS (Simple Knowledge Organization System). Covers concept schemes, taxonomies, thesauri, controlled vocabularies, semantic relations, mapping, SKOS-XL labels, AI/LLM integration patterns, and SHACL validation. Informed by Kurt Cagle's ontologist perspective and W3C specifications.
sparql
Write, analyze, and optimize SPARQL 1.1 queries for knowledge graphs. Covers RDF, OWL, SHACL, Turtle serialization, and AI/LLM integration patterns. Informed by Kurt Cagle's ontologist perspective.