Scope arbitration — resolve disagreements between product and engineering on what is in or out of scope, with a decision log and…
Direct response copywriting frameworks for video scripts.
Local scVI/scANVI-based single-cell latent embedding and batch-aware integration from raw-count .h5ad or 10x
RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions…
Deep learning for single-cell analysis using scvi-tools.
Document business rules, technical patterns, and service interfaces discovered during analysis or implementation.
Automate Seat Geek tasks via Rube MCP (Composio).
Write secure web applications following security best practices.
Enforce security standards including RLS policies, webhook signature verification, Zod validation, environment variable safety, GDPR…
Work with SegNeuron outputs and pipelines for 3D neuron instance segmentation in volume electron microscopy.
End-to-end seismic interpretation workflow from SEG-Y loading through signal processing, rock physics, and visualization.
Generates production-grade Selenium WebDriver automation scripts and tests in Java, Python, JavaScript, C#, Ruby or PHP, for local runs or…
Engineering methodology for building software systems that autonomously manage themselves through explicit architectural separation and…
Deterministic graph-planned self-evolution engine.
Self-contained SaaS automation — invoke directly, do not decompose.
Semantic similarity computation for content relationships and intelligent discovery
SERP-based semantic topic clustering for content architecture planning.
Analyze cause-and-effect relationships in the Semantica knowledge graph — causal chains, interventions, counterfactuals, and causal…
Detect duplicate entities, duplicate groups, and relationship duplicates in Semantica using fuzzy matching, schema heuristics, and graph…
Ingest data from files, databases, APIs, or streams into Semantica knowledge graphs with schema mapping and entity linking.
Manage ontology schemas, concepts, relationships, and alignments for Semantica knowledge graphs.