contracts
Expert MultiversX Smart Contract Development (Rust). Use for writing, testing, optimizing, and auditing smart contracts.
frontend
Expert MultiversX Frontend Development. Use for building dApps with React, Next.js, and sdk-dapp.
backend
Expert MultiversX Backend Development (Go, Python, TypeScript). Use for microservices, off-chain logic, and blockchain interaction.
protocol
Expert MultiversX Protocol Knowledge. Use for understanding sharding, consensus, token standards (ESDT), and network parameters.
skill-master
Discover codebase patterns and auto-generate SKILL files for .claude/skills/. Use when analyzing project for missing skills, creating new skills from codebase patterns, or syncing skills with project structure.
claude-md-master
Master skill for CLAUDE.md lifecycle - create, update, improve with repo-verified content and multi-module support. Use when creating or updating CLAUDE.md files.
compute-validation
Validate that an expensive long-running compute campaign is ready for production. Combines reasoning-based verification (predict failure modes from system analysis + priors, before any compute) with empirical smoke analysis (run a cheap smoke, extract predictive signal, extrapolate to production behavior). Iterate until satisfied. Use before submitting any HPC simulation, ML training run, DFT calculation, or other expensive compute. Composes with compute-strategy (WHERE to run) and campaign-orchestration (HOW to manage long execution).
hpc-cluster
Run jobs on CU Boulder CURC HPC cluster (Alpine). Use when simulations need more compute than the local workstation, for large-scale parallel jobs, or when GPU resources are needed beyond local availability. You have full SSH access - work like a researcher.
campaign-orchestration
Orchestrate one or more long-running compute campaigns (HPC simulations, multi-stage MD pipelines, ensemble runs) where stages take hours to days and failures must not halt the pipeline. Use when running multiple parallel campaigns that share a stage structure (smoke → equilibration → production → analysis), when waiting on long jobs makes interactive driving impractical, or when designing a self-healing tick-based supervisor for compute work. Reads/writes per-campaign WORKFLOW.md files as durable state.
compute-strategy
Decide where and how to run compute jobs across available backends (HPC, cloud GPUs, local). Use when starting any compute-intensive task, choosing a backend or partition, deciding job parameters (walltime, GPU type, parallelism), or debugging compute infrastructure issues. Embeds the smoke-first iteration pattern — validate cheaply before scaling.
data-analysis
Analyze simulation data and compute properties. Use when asked to parse LAMMPS/QE output, calculate diffusion coefficients, RDF, MSD, energies, or generate plots and visualizations.
iff-parameters
Search, retrieve, compare, and export INTERFACE Force Field (IFF) parameters for molecular dynamics simulations. Use BEFORE searching literature for force field parameters — IFF covers metals, minerals, oxides, clays, and organic interfaces with validated, citation-ready values.
lammps-simulation
Run LAMMPS molecular dynamics simulations. Use when asked to run MD simulations, energy minimization, equilibration, production runs, or calculate properties like diffusion, RDF, MSD. Supports both CPU and GPU execution.
literature-search
Search and retrieve scientific literature. Use when asked to find papers, research a topic, find citations, get paper abstracts, or conduct literature reviews. Accesses Semantic Scholar, arXiv, and other academic databases.
materials-database
Query materials databases for structures and properties. Use when asked to get crystal structures, material properties, phase diagrams, or thermodynamic data. Primary source is Materials Project, with NIST, PubChem as secondary.
project-update
Get fully up to date on a project, or build its weekly / PI-meeting update bundle, from INSIDE the project directory. Use when an agent lands cold in a project and needs the current state (open workstreams, what moved, open PI decisions, blockers), or when asked to "build the weekly update", "prep the PI meeting", or "aggregate the relevant files into the update dir". Mines only THIS repo, driven by its own .sync/manifest.yaml. No dependency on LabSync.
quantum-espresso
Run Quantum ESPRESSO DFT calculations. Use when asked to perform first-principles calculations, SCF, structural relaxation, band structure, DOS, phonons, or any ab initio quantum mechanical calculation.
resource-acquisition
Find and acquire computational science resources autonomously. Use when you need force field parameters, pseudopotentials, crystal structures, or any other scientific data. You are a researcher - you find what you need.
theory-synthesis
Synthesize scientific theories from literature corpora using ASTA Theorizer. Use when asked to generate hypotheses, find research gaps, synthesize knowledge across many papers, or create literature-grounded theories for computational testing.
vast-cloud
Run jobs on VAST AI cloud GPUs. Use when you need GPU compute immediately without queue times, for short-to-medium jobs (<4 hours), or when HPC is unavailable. Pay-per-hour pricing.
deno-api-hono
Guidelines for building production-ready HTTP APIs with Deno and Hono framework. Use when creating REST APIs, web services, microservices, or any HTTP server using Deno runtime and Hono. Covers authentication, rate limiting, validation, and deployment patterns.
deno-scripting
Guidelines for developing standalone Deno CLI scripts using TypeScript for troubleshooting, diagnostics, batch processing, and automation. Use when creating CLI tools, data processing scripts, reports, migration utilities, or any standalone TypeScript script running on Deno.
wpf-best-practices
Best practices for building WPF desktop applications with C# and .NET. Use when working on WPF projects, .NET desktop apps, XAML UI, MVVM architecture, system tray apps, or any C# project using Windows Presentation Foundation.
google-image-gen
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image-compress-skill
A production-grade, Rust-powered image optimization engine for AI Agents. Smartly routes between PNG quantization and WebP compression.
onboardjs-react
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datadog-operations
Comprehensive Datadog operations: query APM/logs/metrics/RUM/database, create monitors/dashboards/synthetics, manage incidents, trigger workflows, analyze costs and LLM usage. 73% platform coverage including service catalog, uptime monitoring, and frontend performance. Use for debugging, automation, incident response, and cost optimization.
skill-manager
Manages Claude Skills lifecycle - creating, updating, maintaining, and versioning project-specific and cross-IDE knowledge bases. Invoke when user wants to create new skills, update existing ones, or sync skill content across tools.
skill-sync
Syncs Claude Skills with other AI coding tools like Cursor, Copilot, and Codeium by creating cross-references and shared knowledge bases. Invoke when user wants to leverage skills across multiple tools or create unified AI context.
textual
Expert guidance for building TUI (Text User Interface) applications with the Textual framework. Invoke when user asks about Textual development, TUI apps, widgets, screens, CSS styling, reactive programming, or testing Textual applications.
skill-analyzer
Analyzes codebases to identify missing skills and recommend new ones. Invoke when user wants to audit skills, identify knowledge gaps, or determine what skills would benefit the project.
hk
Use jdx/hk git hook manager to setup, configure, and manage git hooks and linters. Invoke when user asks to setup hk, configure hooks, add linters, or work with pre-commit/pre-push hooks.
publish-skill
Publish a skill to GitHub for discovery via `npx skills`. Use when asked to "publish skill", "share skill", "make skill discoverable", or "upload skill to GitHub".
gram
Instagram CLI for viewing feeds, posts, profiles, and engagement via cookies.
typst
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frappe-tenant-query
Generate tenant-isolated database queries using TenantAwareDB to prevent cross-tenant access.
Generate TDD Tests
Generate Frappe-style unit tests using FrappeTestCase, with optional BDD API tests. Follow TDD principles.
frappe-state-machine-helper
Generate state machine logic for Frappe DocTypes. Use when implementing complex status workflows, state transitions, or document lifecycle management.
frappe-sne-runner
Set up local Frappe/ERPNext development using vyogo SNE (Single Node Environment) images. Replaces the traditional multi-container setup (MariaDB, Redis, workers, scheduler) with a single all-in-one container.
frappe-secure-endpoint
Generate secure, tenant-aware API endpoints with authentication and tenant isolation.
frappe-report-generator
Generate Frappe reports (query/script) with filters, charts, HTML templates, and JS customization.
frappe-performance-optimizer
Generate optimized queries, caching, and indexes for Frappe performance. Use when optimizing slow queries, implementing caching, or improving performance.
Validate Microservice Code
Validate code follows frappe-microservice-lib patterns, security best practices, and framework conventions.
frappe-microservice-scaffold
Generate complete microservice boilerplate with tenant isolation, Containerfile, and entrypoint.
Explain Microservice Pattern
Explain frappe-microservice-lib architecture patterns, bounded context, and multi-tenancy principles.
frappe-integration-test-generator
Generate integration tests for multi-DocType workflows in Frappe. Use when testing end-to-end workflows, state transitions, or complex business processes.
frappe-fixture-creator
Generate fixture files for Frappe test data and master data. Use when creating test fixtures, setup data, or master data for new sites.
frappe-external-api-connector
Generate code to integrate Frappe with external REST APIs. Use when connecting to third-party services, payment gateways, or external data sources.
Generate E2E Container Tests
Generate container-based E2E tests using podman/docker, testing complete workflows across microservices.
frappe-document-hooks
Generate document lifecycle hooks for DocTypes without modifying Frappe core.
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