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Understand and use Context API in Umbraco backoffice (foundational concept)
Use when designing inclusive animations, addressing vestibular disorders and motion sensitivity, or ensuring animation accessibility compliance.
Sets up a new Python library project using uv in the current directory. Creates project structure, installs dev dependencies, and optionally configures git remote. Use when the user wants to initialise a Python library, package, or project with uv.
Safely refactors dbt models with downstream impact analysis. Use when restructuring dbt models for: (1) Task mentions "refactor", "restructure", "extract", "split", "break into", or "reorganize" (2) Extracting CTEs to intermediate models or creating...
Decode intermediate layer predictions using the Logit Lens technique. Use when analyzing what a model predicts at each layer, understanding information flow, or visualizing layer-wise processing.
Upgrades Python pip/poetry/pipenv dependencies with breaking change handling
Review test cases for ID Token validation. Covers ID Token structure, required/conditional claims, signature validation (RS256), and all validation rules per OIDC Core 1.0 Section 2 and 3.1.3.7.
Expertise in Go programming according to the Google Go Style Guide. Use when the user needs to write, refactor, or review Go code for clarity, simplicity, and maintainability. This skill ensures adherence to Google's official Go idioms, formatting, a...
Expert documentation analysis including quality assessment, gap detection, and improvement recommendations
Core TypeScript patterns for game development. Use when defining types and interfaces.
Design optimal Facebook/Meta campaign structure for testing including ABO vs CBO, ad set organization, targeting, and budget allocation. Use when setting up new campaigns, planning test structure, or optimizing account architecture.
Understand and use Context API in Umbraco backoffice (foundational concept)
Add a new Umbraco extension project reference to the main Umbraco instance
Safely refactors dbt models with downstream impact analysis. Use when restructuring dbt models for: (1) Task mentions "refactor", "restructure", "extract", "split", "break into", or "reorganize" (2) Extracting CTEs to intermediate models or creating...
Add a new Umbraco extension project reference to the main Umbraco instance
CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization, static dispatch, dynamic dispatch, impl Trait, trait bound not satisfied, 泛型, 特征, 零成本抽象, 单态化
Decode intermediate layer predictions using the Logit Lens technique. Use when analyzing what a model predicts at each layer, understanding information flow, or visualizing layer-wise processing.
Generates Sorbet inline type signatures using sig blocks directly in Ruby source files. Triggers when adding Sorbet types, annotating Ruby methods with sig syntax, or generating type signatures for Sorbet-typed projects.
Level 2 patterns - vulns, lic, sbom, doctor (security, compliance, environment health)
Level 2 patterns - vulns, lic, sbom, doctor (security, compliance, environment health)
Safely refactors dbt models with downstream impact analysis. Use when restructuring dbt models for: (1) Task mentions "refactor", "restructure", "extract", "split", "break into", or "reorganize" (2) Extracting CTEs to intermediate models or creating...
Set up Pest testing with Orchestra Testbench for Laravel packages
Set up Pest testing with Orchestra Testbench for Laravel packages
Generate custom GitHub Copilot agents (.agent.md files) for VS Code with proper YAML frontmatter, tools configuration, and handoff workflows. Use when "create copilot agent", "generate github copilot agent", "new copilot agent for", "make a copilot a...
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