hooks-automation
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration
SPCL (Skill Composition Language) toolkit usage including werk command for skill composition and spcl interpreter for skill merging. Use when working with SPCL skills, composing multiple skills with werk, converting SKILL.md to SKILL.spcl format, or building/installing SPCL from source.
Use when converting shell scripts to Ansible playbooks. Use when migrating bash automation, manual procedures, or Dockerfiles to idempotent Ansible tasks.
Modern Bash scripting with a functional programming mindset. Bash is essentially "string Lisp" - a language where everything is string manipulation, commands are functions, and pipelines are composition. Use when writing, refactoring, or analyzing Bash scripts with emphasis on static/dynamic semantics, functional patterns, and modern best practices.
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with PyTorch/JAX/TensorFlow. For hardware-specific optimizations use qiskit (IBM) or cirq (Google); for open quantum systems use qutip.
Use when reading or writing Zig files (.zig, build.zig, build.zig.zon).
Plan and implement Trieste-based compiler passes and AST transformations for rego-cpp. Use when: adding new compiler passes, modifying AST structure, implementing new Rego language features, debugging pass failures, working with well-formedness definitions, or performing any multi-step implementation that touches the Trieste pass pipeline. Includes the multi-planner approach for complex features.
Build good-looking web interfaces. Use when: - User asks you to build a web app, website, landing page, or HTML page - User asks for a one-off tool, utility, or demo app - User is starting a new frontend project - User wants to improve how something looks - User mentions UI, design, styling, or making something look better This applies to ANY frontend work, not just "design" tasks. Even simple apps benefit from basic design principles.
Provides project context for the amgiflol WXT + Svelte 5 browser extension. Use when adding or editing extension code, adding entrypoints, fixing extension bugs, or when working in src/entrypoints or wxt.config.ts.
Use when working with Canton Network participants, DAML smart contracts, Splice applications, or debugging LF version and package ID issues.
Bump the rego-cpp version number for a new release. Use when: preparing a release, updating version strings after a tag, or when instructed to bump the version. Updates all version files across the main library and wrapper packages to keep them in sync.
Turns package source material into a runnable example or tutorial plan for the workbench.
Build, version, pack, sign, and publish multi-project .NET libraries using Invoke-ProjectBuild and project.build.json. Use for ExpectedVersionMap/X-pattern resolution, NuGet publishing, GitHub release mode/tag strategy, and release troubleshooting.
Build, validate, install, and publish PowerShell modules with PSPublishModule/PowerForge. Use when working with Invoke-ModuleBuild, Build/Build-Module.ps1, New-ConfigurationBuild, merge/approved modules, versioned install behavior, legacy flat-module migration, and module packaging/signing troubleshooting.
Use when reading or writing Python files (.py, pyproject.toml, requirements.txt).
macOS automation skill that runs local AppleScript files through osascript using the Bash tool.
Use when automating iOS Simulator interactions, capturing screenshots/video, or inspecting accessibility via AXe CLI.
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
Creates Spring Data JPA repositories following best practices.
Creates Spring Service classes following best practices.