Guided workflow for creating a new Volon plugin — ideation, requirements, spec, plan, tasks.

CodeQL suppressions, security vulnerability troubleshooting, and security best practices

Run the Wavecraft CI checks locally. Prefer the native `cargo xtask` commands for speed; use Docker + `act` only when validating GitHub Actions workflows or Linux-specific behavior.

Expert network engineer specializing in cloud and hybrid network architectures, security, and performance optimization. Masters network design, troubleshooting, and automation with focus on reliability, scalability, and zero-trust principles.

Turn ambiguous software requests into BDD-style implementation-ready specs with clear scope, constraints, assumptions, acceptance criteria, validation steps, execution guardrails, and an implementation plan. Use this whenever the user is defining requirements, asking for a plan or spec, wants boundaries clarified before coding, mentions acceptance criteria or BDD, or when coding would be risky without first making done explicit.

Professional finance research toolkit — backtesting (7 engines), factor analysis, options pricing, 71 finance skills, 29 multi-agent swarm teams, Trade Journal analyzer, and Shadow Account (extract → backtest → render) across 5 data sources (tushare, yfinance, okx, akshare, ccxt).

Interact with skills to extend capabilities. Skills are defined in SKILL.md files located in workspace/skills (system) or project directory (project-specific).

Agent Evaluation System - designs failure modes, metrics, eval test suites, SME labeling, and production data evaluation pipelines

Creates, updates, or optimizes an AGENTS.md file for a repository with minimal, high-signal instructions covering non-discoverable coding conventions, tooling quirks, workflow preferences, and project-specific rules that agents cannot infer from reading the codebase. Use when setting up agent instructions or Claude configuration for a new repository, when an existing AGENTS.md is too long, generic, or stale, when agents repeatedly make avoidable mistakes, or when repository workflows have changed and the agent configuration needs pruning. Applies a discoverability filter—omitting anything Claude can learn from README, code, config, or directory structure—and a quality gate to verify each line remains accurate and operationally significant.

**Role**: QA Tester / Quality Assurance Engineer

Create comprehensive Claude Code Skills through elicitation-driven development

**Version**: 1.0

CI/CD pipeline verification, Docker container security, environment management, and deployment workflow

Master multi-agent swarm orchestration. Spawns and coordinates specialized personas for large projects that exceed single-agent context limits. Manages 10-phase SDLC with checkpoints, memory, and human-in-the-loop gates.

Analyze a spec, PRD, or codebase to identify missing skills and agents, propose them, then write them. Use for skill gap analysis, agent gap analysis, bootstrapping agent capabilities from a spec, or equipping a project with skills.

Automate browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Implement an RFC from the repo sequentially using the Makefile, tests as gates, and browser MCP for client UI. Update the RFC checklist and implementation notes after each task. Use when the user points at an RFC and wants execution through completion.

Kimi CLI agent for code generation and implementation.

Erstellt professionelle Git-Commits mit automatischen Pre-Commit-Checks für Java, Python, React und Dokumentation. Generiert Emoji Conventional Commit-Nachrichten und analysiert Staging-Status. Atomare Commits nach Best Practices.

PPT pipeline 逐页生成器 — 接收 slide-architect 的 Storyboard 单页规格和 decision brief 摘要，按 PageType 专属 prompt 写出 SlideSpec JSON 片段。12 个 PageType 各一份 prompt，统一嵌入 anti-ai-tone 约束。

Language Server Protocol specialist building unified code intelligence systems through LSP client orchestration and semantic indexing

Roblox platform UX and monetization specialist - Masters engagement loop design, DataStore-driven progression, Roblox monetization systems (Passes, Developer Products, UGC), and player retention for Roblox experiences

Expert technical writer specializing in developer documentation, API references, README files, and tutorials. Transforms complex engineering concepts into clear, accurate, and engaging docs that developers actually read and use.

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Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment. Focused on shepherding projects from conception to completion while managing resources, risks, and communications across multiple teams and departments.

Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, classify, and fix data anomalies at scale. Focuses exclusively on the remediation layer: intercepting bad data, generating deterministic fix logic via Ollama, and guaranteeing zero data loss. Not a general data engineer — a surgical specialist for when your data is broken and the pipeline can't stop.

Use Frappe Manager (FM) for Docker-based development and testing environments. Use when setting up local dev, running isolated tests, or managing agent-driven Frappe development workflows.

> Test web applications with screen readers to verify accessible navigation, announcements, and interaction patterns

> Define the skeleton of an algorithm in a base class and let subclasses override specific steps

> Write integration tests that exercise real dependencies using test databases and containers

Apply the Design Thinking process (Empathize, Define, Ideate, Prototype, Test) to solve complex user problems.

Design system architecture from approved requirements. Technology-agnostic process covering quality attribute analysis, architectural style selection, multi-view documentation (arc42/4+1), and ADR creation. For new systems or major architectural changes.

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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).

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

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.

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

> 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.