Browse skills

Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability.

Build search applications with vector, hybrid, and semantic search capabilities.

Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification.

Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.

Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document API', 'frontend handoff', or 'API documentation'.

Database management, forms, reports, and data operations with LibreOffice Base.

Use when the user wants more human-like AI responses — less robotic, less listy, more authentic. Triggers: 'behuman', 'be real', 'like a human', 'more human', 'less AI', 'talk like a person', 'mirror mode', 'stop being so AI', or when conversations are emotionally charged (grief, job loss, relationship advice, fear). NOT for technical questions, code generation, or factual lookups.

Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks.

Use when debugging Blender RuntimeError from restricted context, operator poll() failures, or wrong context for bpy.ops calls. Prevents the #1 Blender Python error: calling operators or accessing context attributes from wrong areas (e.g., timer callbacks, draw handlers). Covers context override removal in 4.0+, temp_override migration, and context-dependent attribute access patterns. Keywords: RuntimeError, restricted context, poll failure, context override, temp_override, bpy.ops error, wrong context, modal context, Blender context error, operator not available, cannot call operator.

Use when building Geometry Nodes or Shader Nodes setups programmatically for AEC applications -- parametric modeling, material generation, or procedural geometry. Prevents the common mistake of not using node_tree.interface for Geometry Nodes modifier inputs (4.0+). Covers creating node groups, linking nodes, custom node groups, and AEC-specific node setups. Keywords: Geometry Nodes, Shader Nodes, node group, parametric modeling, procedural, node tree, modifier inputs, material generation, node_tree.interface, create geometry nodes from Python, procedural facade.

Use when creating a Blender addon or extension, or migrating from legacy bl_info to blender_manifest.toml (required in 5.0). Prevents the common mistake of using bl_info in Blender 5.0+ where only the manifest format is supported. Covers register/unregister lifecycle, multi-file addon structure, AddonPreferences, class naming, and extension packaging for extensions.blender.org. Keywords: addon, extension, bl_info, blender_manifest.toml, register, unregister, AddonPreferences, packaging, extensions.blender.org, addon boilerplate, how to register addon, addon preferences panel.

Use when creating custom Blender operators -- bpy.types.Operator subclasses with execute, invoke, or modal methods. Prevents the common mistake of not implementing poll() (causing silent failures) or using wrong bl_idname format. Covers operator lifecycle, bl_options, return values, properties, and context.temp_override (4.0+ replacement for context override). Keywords: Operator, execute, invoke, modal, poll, bl_idname, bl_options, temp_override, REGISTER, UNDO, operator properties, bpy.ops, create custom operator, add button, operator CANCELLED.

Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.

Use when adding custom properties to Blender objects -- BoolProperty, IntProperty, FloatProperty, EnumProperty, PointerProperty, or PropertyGroup. Prevents the common mistake of not using update callbacks (changes not reflected in UI) or returning stale items from dynamic EnumProperty. Covers all bpy.props types, subtypes, units, getters/ setters, and CollectionProperty patterns. Keywords: bpy.props, PropertyGroup, BoolProperty, IntProperty, FloatProperty, EnumProperty, PointerProperty, CollectionProperty, update callback, dynamic enum, add custom property, user input, settings.

Multi-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollination), critic analysis, synthesis, founder review, and decision extraction. Use when the user invokes /cs:boardroom, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic question.

/cs:boardroom <brief> — 6-phase multi-role deliberation across the C-suite with Phase 2 isolation, critic pre-screen, and synthesis. Outputs a board memo. Use when a decision spans multiple executive domains — e.g. a pricing change touching finance, positioning, and product, or a raise-vs-cut runway call.

Use when debugging Bonsai errors -- IFC schema violations, spatial hierarchy errors, property set failures, geometry representation issues, or operator poll failures. Prevents wasting time on symptoms instead of root causes (e.g., missing IfcOwnerHistory in IFC2X3 causing cryptic errors). Provides diagnostic decision trees and recovery strategies for all common Bonsai failure modes. Keywords: Bonsai error, schema violation, spatial hierarchy error, poll failure, drawing error, BCF error, IFC error, troubleshooting, debug, Bonsai not working, Bonsai crashes, element not showing.

Use when placing building elements (walls, slabs, columns, beams) in Bonsai or assigning IFC types and materials. Prevents the common mistake of creating geometry without assigning it to the spatial hierarchy (orphaned elements). Covers the complete element creation pipeline: type selection, geometric representation, material layer/profile/constituent assignment, and spatial containment. Keywords: wall, slab, column, beam, IfcWall, IfcSlab, IFC type, predefined type, material layer, material profile, spatial assignment, BIM modeling, make a wall, create building elements, add floor.

Automate bookkeeping workflows by parsing bank statements (CSV/OFX/QIF), categorizing transactions using rules or AI, reconciling accounts, generating expense reports, and detecting duplicates. Use when: automating transaction categorization, building reconciliation pipelines, processing bank exports, or generating expense summaries without manual data entry.

This skill should be used when the user requests brand analysis, brand guidelines creation, brand audits, or establishing brand identity and consistency standards. It provides comprehensive frameworks for analyzing brand elements and creating actionable brand guidelines based on requirements.