sparq-org
Official@sparq-org
High-performance RDF data management, SPARQL query execution, and cryptographic verification for decentralized knowledge graphs and secure multi-party computation.
Agent Skills by sparq-org
Showing 46 vetted skills indexed across 1 GitHub repositories.
sparq-orgsparq
Manage RDF datasets and execute SPARQL queries for data retrieval.
sparq-orgsparql-formal-semantics
Reference SPARQL formal semantics, graph models, and triple patterns.
sparq-orgast-grep
Match Rust code structures with tree-sitter to locate implementations and call sites.
sparq-orgmpc-protocols
Implement secure multi-party computation protocols for SPARQL queries.
sparq-orgrust-parallel-parsing
Optimize text-format RDF parsing in Rust with chunk-parallel scanning.
sparq-orgtest-driven-development
Guide developers through the red-green-refactor cycle for test-driven development.
sparq-orgproceed-and-document
Document sparq agent decisions and open GitHub issues for maintainer review.
sparq-orgrust-supply-chain-attestation
Guide Rust supply chain attestation with SBOM, SLSA, and OpenSSF tools.
sparq-orgnoir-optimisation
Optimize Noir circuits to minimize gate count using empirical data and best practices.
sparq-orgverifiable-credentials-zk
Analyze cryptographic primitives for zero-knowledge verifiable credentials.
sparq-orgfused-decompress-parse
Fuse decompression with parallel parsing to optimize RDF data ingestion.
sparq-orglogo-designer
Design SVG logos from user input for style, colors, and sizes.
sparq-orghdt-format
Explain the HDT binary RDF archive format and Sparq-hdt integration.
sparq-orgquery-pkg
Retrieve facts from the Project-Knowledge-Graph using SPARQL queries.
sparq-orgnoir-circuit-patterns
Implement SPARQL primitives for RDF graphs in Noir circuits.
sparq-orgunsafe-rust-attestation
Document and verify unsafe Rust code blocks within the Sparq project.
sparq-orgfrontend-design
Provides design and content guidelines for sparq's website and desktop GUI frontends.
sparq-orgrdf-canon
Canonicalize RDF datasets into a deterministic form for hashing and diffing.
sparq-orgprov-lineage
Capture RDF data provenance using the W3C PROV-O standard.
sparq-orgstreaming-rsp
Execute continuous SPARQL queries on live RDF triple streams.
sparq-orgusage-control-policy
Evaluate access requests against ODRL 2.2 policies over RDF.
sparq-orggraph-analytics
Analyze RDF graphs with PageRank, degree centrality, and label propagation.
sparq-orgsparql-query
Execute SPARQL 1.1/1.2 queries on RDF data in the sparq engine.
sparq-orgagent-tools
Query SPARQL RDF datasets via the Model Context Protocol.
Frequently Asked Questions About sparq-org
FAQPage SchemaWhat specific data management tasks are enabled by these capabilities?▼
These capabilities enable ingestion of Turtle, N-Triples, and N-Quads formats, execution of SPARQL 1.1/1.2 queries, RDFS/OWL 2 RL inference, and SHACL-based data validation. Users can perform graph analytics, full-text search via BM25, and vector-based nearest-neighbor searches within RDF datasets.
Which technical personas benefit from these RDF and cryptographic primitives?▼
Data engineers, semantic web architects, and security researchers benefit from these primitives. The stack is designed for developers building decentralized knowledge graphs, verifiable credential systems, and privacy-preserving query engines requiring cryptographic proof of data integrity.
What are the primary dependencies and runtime requirements for deployment?▼
Deployment requires a Rust-based environment for core engine operations, with support for Wasm for browser-based execution. Integration with external data sources utilizes the Model Context Protocol, while high-performance columnar operations leverage wgpu compute kernels for GPU-accelerated processing.