Troubleshoot Spark applications on AWS EMR, Glue, and SageMaker - analyze failures, identify bottlenecks, get code recommendations.
Help users build sparse Merkle trees with Poseidon or SHA-256 hashing for ZK circuits, privacy pools, and state commitments using…
Minimal SPARV workflow (Specify→Plan→Act→Review→Vault) with 10-point spec gate, unified journal, 2-action saves, 3-failure protocol, and…
Builds Moran's I spatial autocorrelation workflows in CARTO.
Web and App implementation guide for Spatial Computing UI.
Use when the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps, event-study plots…
Feature engineering patterns for spatiotemporal graph prediction tasks.
Generate timed, transition-cued speaker notes calibrated to talk duration and audience profile, with lightweight preference gathering.
spec API skill. Use when working with spec for agreements. Covers 1 endpoint.
Right-size and write the spec before building any change.
Iteratively review an instar-development spec with multi-angle internal reviewers (security, scalability, adversarial, integration…
MUST USE PROACTIVELY before executing a user request with two or more distinct deliverables, downstream skills, Agentic SEO pillars…
Enforces rigorous code quality standards by performing multi-layered static analysis on git diffs during the code review process.
[UDS] Create and review specification documents before writing code — spec format, states, and delta operations.
Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for…
Generates DDD Specification for PHP 8.4.
Create and validate solution design documents (SDD).
Content Architect - Heading Structure, Readability, Multimodal, Fact-density.
Security Auditor - Perform evidence-backed application, dependency, secret, and threat-model audits without silently modifying code.
Feature Definer - Generates spec.md from natural language description.
Task Breaker - Produce dependency-ordered, verifiable atomic tasks from an approved plan.