Skill UI

Build, fit, and validate Bayesian models with PyMC 6, covering hierarchical models, MCMC/NUTS sampling, variational inference, prior and posterior predictive checks, diagnostics, and LOO/WAIC model comparison.

Write competitive research proposals for NSF, NIH, DOE, DARPA, and NSTC. Covers agency-specific formatting, review criteria, budgets, broader impacts, significance, innovation, and compliance.

Generate publication-quality scientific diagrams from natural-language descriptions using Nano Banana 2 AI, with Gemini quality review and smart iteration until your document-type threshold is met. Ideal for neural network architectures, flowcharts, pathways, and posters.

Prepare journal manuscripts, conference papers, posters, and grant documents with venue-specific formatting guidance, verification-first rules, and bundled LaTeX scaffolds.

A specialized tool designed to explore uncertain futures by mapping the entire possibility space. Instead of relying on a single prediction, the Oracle runs structured multi-branch scenario analyses (including Best, Worst, Wild Card, and Second-Order effects). It is ideal for stress-testing major decisions, performing contingency planning, and analyzing potential consequences when facing strategic forks or high-stakes uncertainty.

Provides technology-agnostic guidance for architecting and reviewing modular systems. This skill covers core architectural principles such as bounded contexts, state isolation, explicit contracts, and failure containment. Use it when determining service boundaries, assessing coupling between domains, or designing new greenfield architectures without assuming a specific framework, language, or repository structure.

Comprehensive runbook for managing Adobe API integration outages, covering Firefly, PDF Services, and IMS authentication failures. Provides structured procedures for initial triage, determining severity (P1-P4), executing recovery steps (Auth/Rate Limit), implementing fallback modes, and documenting post-incident reports and communication.

This guide details Algolia's security best practices, focusing on scoped API keys. It covers essential concepts like separating API keys for frontend vs. backend use, applying the principle of least privilege, and generating secured, time-limited, per-user keys. It also provides a complete procedure for key rotation to maintain a robust production security posture.

This guide provides a reference architecture for automating the design-to-code workflow. It outlines the complete pipeline—from Figma design input to structured React/Vue output—detailing components like Figma API integration, code generation, and crucial post-processing steps (token mapping, normalization). Ideal for establishing scalable design systems and managing large-scale design handoffs in a professional environment.

A comprehensive guide to creating, managing, and processing ClickUp webhooks. Learn how to set up real-time HTTP POST notifications for resource changes (tasks, lists, spaces). This is essential for implementing two-way synchronization, building external automation workflows, and processing detailed event payloads for seamless system integration.

This reference architecture provides a blueprint for integrating Fathom meeting intelligence data into enterprise systems. It details the full data pipeline, spanning from initial Fathom recordings via webhooks to structured storage (PostgreSQL), action item extraction, and downstream synchronization with CRMs (like Salesforce/HubSpot) and email systems. Ideal for developers building automated, real-time business process workflows.

A comprehensive tool for updating Feishu cloud documents. It supports seven distinct update modes including appending, full overwrite, targeted range replacement, and multi-instance replacement. The system allows highly precise positioning using content ranges (ellipsis) or chapter titles, ensuring content updates are localized and safe, thus preserving images, comments, and formatting.