Use Lockplane for safe database schema management - define schemas in .lp.sql files, validate, and apply with shadow DB testing

Author or update Locque .lq code and tests with the canonical M-expr syntax, CBPV rules, data/match forms, modules/imports/opens, and project conventions.

log-auditor

Classifies logs by type (session, test, build) using path patterns and frontmatter analysis

Orchestrates multi-log workflows with parallel execution for batch operations across many logs

Read MetaTrader 5 log files. TRIGGERS - MT5 logs, Experts pane, indicator errors, compilation errors.

Validates logs against type-specific schemas checking frontmatter, structure, and required fields

Creates or updates logs using type-specific templates with automatic validation and formatting

UTF-8 file logging with automatic date-based filenames and thread-safe operations for RocsMiddleware services

Generate creative logo concepts and design directions

Query and analyze logs using Loki and LogQL. Provides patterns for correlation ID tracing, error investigation, and service debugging using HuleEdu's structured logging. Integrates with Context7 for latest Loki documentation.

Input your best customers and find 100+ companies that match the profile. Uses firmographic data, tech stack, growth signals, and similarity scoring to identify ideal prospects. Use when building target account lists or expanding to new markets.

Library documentation via Context7. Use for API references, code examples, framework docs.

OpenSpec workflow management system for creating, planning, implementing, and archiving specification-driven development changes with comprehensive lifecycle management

Full-stack Convex development guidelines covering React, Vite, TypeScript, mutations, auth, design system, and documentation practices. Use when building features, writing Convex functions, or making code changes in this project.

WF9 ablation experiment plan. Design ablation experiments, hyperparameter searches, robustness tests, and cross-dataset evaluations meeting top-venue standards, estimate computation budget, and output Final_Experiment_Matrix.md. Use when main experiments are complete and ablation studies need to be designed.

Guides developers through testing Tauri applications including unit testing with mock runtime, mocking Tauri APIs, WebDriver end-to-end testing with Selenium and WebdriverIO, and CI integration with GitHub Actions.

SPEC document management - lifecycle, versioning, approval workflows, 50+ references, SPEC-first TDD integration

Creates and manages product backlog markdown files with epics, user stories, technical stories, bugs, and spikes. Use when creating backlogs, adding epics/stories/tasks, updating story status, or when user mentions backlog, sprint planning, project management, or task tracking.

UniTask library expert specializing in allocation-free async/await patterns, coroutine migration, and Unity-optimized asynchronous programming. Masters UniTask performance optimizations, cancellation handling, and memory-efficient async operations. Use PROACTIVELY for UniTask implementation, async optimization, or coroutine replacement.

Assists with Morphir release management, including pre-release verification, changelog generation, and release coordination. Use when preparing releases, checking release readiness, or managing version bumps.

Turns a fuzzy feature request into spec files a coding agent can implement without guessing. Different from a PRD: the audience is an agent, the currency is technical precision, and each slice is smal

Pre-publish validation checklist. Use when: preparing to publish to NuGet, validating release readiness, or running the full pre-publish pipeline. Checks version drift, AI docs, build/test/publish, changelog, security versions, and doc-audit freshness.

Live Debugger - inspect runtime argument/variable values in production by placing log probes on methods. Use when asked what values a function receives, what parameters look like at runtime, or to capture live data from running services without redeploying.

Process CEO notes from docs/CEO_NOTES.md into GitHub issues, design decisions, blog topics, and sprint items. Reads raw thoughts and turns them into actionable work.

> Sources: OpenAI "Practical Guide to Building Agents" (2025), Google "Agents Companion v2" (Feb 2025)

Orquestra regras de governanca, DDD, tratamento de erros, seguranca e testes para tarefas com agentes de IA. Use quando a tarefa exigir aplicar padroes obrigatorios antes de analisar, editar ou validar codigo. Nao use para tarefas casuais sem alteracao de codigo nem para substituir skills especificas de linguagem.

Solve linear and nonlinear differential equations using chebops. Use when solving boundary value problems, ODEs, integral equations, or PDEs with spectral methods.

Use when testing WCAG compliance, screen reader compatibility, keyboard navigation, ARIA attributes, or ensuring application is accessible to users with disabilities - focuses on a11y testing with axe and Playwright

Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology.

Expert Reddit marketing specialist focused on authentic community engagement, value-driven content creation, and long-term relationship building. Masters Reddit culture navigation.

Create a changeset for package releases. Analyzes commits since the last release, determines affected packages and bump type, and generates a changeset file.

'Sub-skill of instrument-data-allotrope: Workflow Overview.'

Analyze and interpret experiment results for the UWB RTI project.

generate research questions based on a task, spec, or ticket

Expert in web accessibility, WCAG compliance, screen reader optimization, keyboard navigation, ARIA attributes, and inclusive design. Activates for accessibility improvements, WCAG compliance, a11y audits, and inclusive design tasks.

Explain what code does line by line so you can understand and learn from it.

Synchronize shared rules into agent context files and headers.

Guides how to integrate the NNews NuGet package for consuming the NNews CMS API in a .NET 8 project. Use when the user wants to consume articles, categories, tags, images, or AI-powered content generation from the NNews API.

Draft or update design documents based on approved objectives. Use when translating requirements into technical specifications. Covers architecture, data model, API design, and design completeness assessment.

Execution-oriented workflow for HyperParallel distributed operator development. Analyzes the operator, implements or updates code and tests.

Write idiomatic Kotlin code that fits this repository's stack (Kotlin on JVM 21, IntelliJ Platform). Use this skill whenever you add or modify `.kt` files in this repo - it enforces Kotlin coding conventions, nullability rules, scope function choices, and the project's specific idioms (PSI helpers, extension fn patterns, bundle/icon singletons).

Expert knowledge for defining REST and WebSocket APIs with `schematic-define`. Use when creating or editing `RestApi`/`Endpoint` models, auth and env mappings, request or response shapes, and OpenAPI extension behavior that drives generated clients.

Implementa feature nel sistema di fatturazione italiana validando contro normativa fiscale. Usa per aggiungere calcoli IVA, ritenuta d'acconto, split payment, imposta di bollo, gestione fatture PA, regime forfettario, numerazione progressiva, note di credito, o qualsiasi logica che deve rispettare DPR 633/72, DPR 600/73, DPR 642/72. NON usare per bug fix tecnici, refactoring, o modifiche UI senza impatto fiscale.

Insert a new row into a specified Notion database using natural-language property values. Handles property name matching and validation.

This is an AI-first project: any contributor — human or model — should be able to land a change that respects the architecture without needing to read the whole codebase first. The rules below are che

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