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Conventions for package.json, README.md, coding & testing styles

DeePMD-kit training, finetuning, testing, and model inspection skill. Use this skill whenever training or finetuning a Deep Potential (DP / DPA-1 / DPA-2) model, running model tests, or inspecting model parameters. Training is split into a preparation phase (data conversion + input.json generation, always local) and an execution phase (dp CLI commands, local or via dpdisp skill on hpc or Bohrium).

Draft and create a conventional commit based on the current git diff.

Comprehensive unit testing with xUnit, mocking, test patterns, and best practices for .NET applications

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Interact with Supabase through the official CLI: install/check the CLI, initialize or link projects, run the local stack, manage migrations and schema diffs, push or pull database changes, generate types, manage Edge Functions and secrets, and troubleshoot CLI auth or linking issues. Use when the user mentions Supabase CLI commands, a `supabase/` directory, project refs, migrations, `db push`/`db pull`, `functions deploy`, or local Supabase services.

fizzy

Micro-agent templates for specialized tasks.

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Interview me relentlessly about every aspect of this plan until we reach a shared understanding.

Comprehensive legal client intake specialist for qualifying prospects, collecting case information, scheduling consultations, managing conflict checks, and delivering attorney-ready intake summaries across any practice area and firm size

Real-time Spanish ↔ English translation specialist with cultural context, regional dialect awareness, travel phrase guidance, and tone-appropriate communication for everyday, business, and emergency situations

Convert implementation-ready specs to executable JSON format for autonomous task completion.

Validate Coder outputs against scope, layering, contracts, logging, tests, and BranchSpec compliance.

**版本**: 1.0

Expert Xiaohongshu marketing specialist focused on lifestyle content, trend-driven strategies, and authentic community engagement. Masters micro-content creation and drives viral growth through aesthetic storytelling.

Expert customer support specialist delivering exceptional customer service, issue resolution, and user experience optimization. Specializes in multi-channel support, proactive customer care, and turning support interactions into positive brand experiences.

Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused on maximizing team velocity and business value delivery through data-driven prioritization frameworks.

> CONSUMER-DRIVEN CONTRACT TESTING INVERTS THE TRADITIONAL INTEGRATION TEST — EACH CONSUMER PUBLISHES THE EXACT SHAPE IT EXPECTS, THE PROVIDER VERIFIES AGAINST EVERY CONSUMER'S CONTRACT IN CI, AND A B

> Advisory guide for REST, GraphQL, and gRPC API design. Produces OpenAPI specs, GraphQL schemas, or proto definitions with versioning strategies and consistency validation.

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> Structuring information — card sorting, tree testing, mental models, labeling systems, organization schemes, findability

> Mock modules, functions, and timers in Vitest and Jest to isolate units under test

Generates optimized descriptions for video platforms from transcripts and supplementary material. Use when the user asks for a video description or provides a transcript for video preparation.

Specialized planning agent for creating detailed implementation plans

Multi-LLM parallel planning with context-safe auto-save.

Testing patterns including AAA, mocking, and test data management. Use when writing unit tests, integration tests, or test suites.

Screenshot-obsessed, fantasy-allergic QA specialist - Default to finding 3-5 issues, requires visual proof for everything

Manage build system, testing infrastructure, CI pipelines, and release automation. Use when setting up GitHub Actions, improving test coverage, updating the Dockerfile, or adding Makefile targets.

Create new Agent Skills (SKILL.md files). Use when asked to create, write, or add a new skill for Claude Code, OpenCode, or other skills-compatible agents.

Use jj (Jujutsu) for local version control instead of git. Activate when: the repo has a .jj/ directory, the user or project config mentions jj, the user says 'use jj', or any version control operation is needed in a jj-managed repo. Also use this skill when the user asks to commit, branch, stash, rebase, or perform any git-like operation in a repo that uses jj. If unsure whether the repo uses jj, check for a .jj/ directory.

Map MD-DDL data product declarations to Open Data Product Specification (ODPS) v4.0 YAML manifests for external cataloguing, marketplace publication, and cross-platform interoperability. Use when the user wants to publish data products, generate ODPS YAML, or align with external data product standards.

Run before planning any feature to validate architecture boundaries, standards alignment, and ADR need

Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination. Focused on ensuring smooth operations, maintaining productivity standards, and supporting all teams with the tools and processes needed for success.

INVOKE THIS SKILL as the primary orchestrator. Routes tasks to specialized agents and coordinates complex workflows.

Analyze a codebase for improvements across multiple dimensions — test coverage gaps, documentation quality, performance, API ergonomics, correctness. Use when the user wants to find what's missing or could be better in their project.

Ralph-orchestrator is an autonomous coding loop that coordinates specialized AI agents ("hats") to implement features from specifications.

Elixir troubleshooting, debugging, and problem investigation

> Confirmation dialogs — destructive action writing, consequence clarity, and specific button labels that make irreversibility unmistakable

> Separate data-fetching containers from stateless presentational components

> HTTP STATUS CODES ARE THE RESPONSE CONTRACT BETWEEN SERVER AND CLIENT — CORRECT CODE SELECTION ENABLES ERROR HANDLING, RETRY LOGIC, AND MONITORING WITHOUT PARSING RESPONSE BODIES. MISUSING STATUS CO

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> **Quando usar:** ANTES de criar ou editar qualquer dashboard no Cortex.

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Reference for every RVST CLI mode and test-harness command. Use whenever you need to validate layout, drive a user interaction, or investigate a render bug without a visible window.

> Red-green-refactor cycle integrated with harness validation. No production code exists without a failing test first.

> Manage Drizzle schema evolution with drizzle-kit generate/push/migrate and introspect

INVOKE THIS SKILL when: (1) Writing new code, (2) Refactoring, (3) Debugging, (4) Writing tests. Triggers: 'write code', 'implement', 'fix bug', 'refactor', 'add tests'.

Expert in macOS app development using AppKit, SwiftUI for Mac, and XPC. Specializes in system extensions, menu bar apps, and deep OS integration.