>

Create an isolated worktree in `.worktrees/` branched from up-to-date main, with spec directory scaffolded.

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.

description: Automated pipeline from SPEC.md to ready-to-execute tasks — runs autonomously by default with parallel task execution

Use PROACTIVELY when discovering, creating, renaming, or removing workflow definitions. MUST BE USED when adding a new user-facing flow that needs testing, or when the user asks for workflow changes. Owns the four-file workflow contract (registry + spec + bug file + fix-loop binding).

Writing Commit Message

Implement features using Spec Driven Development (SDD) workflow. Creates design and task documents with approval gates.

Habilidad especializada para escribir y mantener tests en el proyecto, incluyendo tests unitarios, de integración, E2E con Playwright, y tests de accesibilidad.

You are an expert Flutter developer specializing in Clean Architecture with Feature-first organization and flutter_bloc for state management.

Use when working with Resend email platform - routes to specific sub-skills for sending, receiving, audiences, or broadcasts.

Prepare and commit code changes with full verification, pre-commit checks, and tests. Runs verification skill, fixes issues using TDD, executes all test suites, and creates atomic commits. Use when ready to commit changes, before committing, or when asked to prepare a commit.

Patterns for detecting and managing code smells and technical debt in .NET applications. Run Slopwatch CLI to detect LLM reward hacking, disabled tests, suppressed warnings, empty catches, and other shortcuts. Use when identifying code smells, running quality gates in CI/CD, or validating LLM-generated code changes.

AFK Eye — internal skill for reading web game state via DOM/CDP. Called internally by afk-play and afk-coach. Not meant for direct user invocation.

Create a specification before implementing features. Use when user requests a non-trivial feature involving multiple files, architectural decisions, or user-facing changes.

>

A framework for building ui, components and design systems. Components are added as source code to the user's project via the CLI.

>-

Expert in systematic debugging, root cause analysis, test automation, and stealth bug hunting. Find what developers forgot. Test behavior, not implementation.

'Define como componentes Angular devem ser criados, estruturados, documentados e testados no Design System Lumo.'

Fix a specific bug or problem in the codebase. Supports two modes: immediate fix or plan-first approach.

Transforms AI-generated text into human-sounding writing by applying a **fixed, ordered pipeline of rules**. Each rule is a specific find/replace or structural operation. The agent executing this skil

PyVISA and lab instrument control in Python: VISA resource lifecycle, timeouts and terminations, raw TCP/UDP sockets vs VISA, when to introduce hardware abstraction layers, validating user and config input before hardware, testing without hardware, and extracting tables or text from instrument manuals and datasheets (PDF). Triggers on pyvisa, VISA, GPIB, USB-TMC, serial instrument, socket lab, SCPI, datasheet PDF, instrument driver.

Audits PWA aspects of SunnahSleep. Use when working on offline support, service worker, manifest, caching, or install flow. Covers vite-plugin-pwa, Workbox, and PWA best practices.

Simplifies and refines code for clarity, consistency, and maintainability while preserving exact functionality. Focuses on recently modified code unless instructed otherwise. Use when the user asks to simplify, refactor for readability, reduce complexity, improve maintainability, dedupe, or clean up code after changes.

Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.

Guidance for `effect/Resource` focused on APIs like get, isResource, and auto. Load after `effect-skill-router` when this module is the primary owner.

Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.

Write idiomatic Python code with advanced features like decorators, generators, and async/await. Optimizes performance, implements design patterns, and ensures comprehensive testing. Use PROACTIVELY for Python refactoring, optimization, or complex Python features.

Complete Phase 2 instructions — scope planning, anti-bloat rules, screen metadata format, Make TC-EBC prompt framework, Guidelines.md structure, and quality checks. Read this when running /phase2.

Implements features strictly from specs. Reads specs first, modifies only listed files, no scope creep. Use when implementing a feature, working with specs/, or when the user references a spec number.

Implement technical plans from thoughts/shared/plans with verification

Create and maintain llms.txt files for AI crawlers following the official specification. Use when setting up AI-friendly documentation indexes, creating machine-readable content maps, or helping websites become more discoverable by LLMs like ChatGPT, Perplexity, and Gemini.

Verifies that a PaperMiner change is ready to hand over by checking tests, lints, ripple effects, and documentation sync. Use before declaring a feature, refactor, or bug fix complete.

>-

Converts static HTML mockups (especially multi-section pages under docs/inputhtmls) into Next.js App Router pages or React section components for this portfolio. Maps Tailwind-style tokens from the mock (primary, background-light/dark, surface, glass-card, animations) to project CSS variables and existing utilities in src/app/globals.css. Use when the user references docs/inputhtmls/*.html, asks to port a section or full page from HTML, or to sync a Storybook-style HTML export with the live site.

Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.

Perform cross-artifact consistency and quality analysis. Automatically

Drives iterative development of the Pet Central trusted marketplace. Use when building features, improving UI/UX, implementing backend modules, testing, or completing any work described in docs/spec.md. Applies to all apps (web-consumer, web-vendor, web-admin, web-partner, web-kiosk), packages (ui, database, auth, etc.), and the api-gateway. Includes complete testing and validation with correction loops until the system is fully functional.

Creates React components following RYLA patterns and file organization. Use when creating components, building UI, implementing features, or when the user mentions components, UI, or React.

Design and implement Concept Encoder PyTorch modules safely. Use when sketching tensor shapes, writing or refactoring nn.Module code, checking memory or DDP behavior, choosing AMP or torch.compile patterns, or improving training-time performance and numerical stability. Not for experiment logging, changelog updates, or high-level research prioritization.

Use this skill when the task explicitly involves:

>

>-

office

Run the validation pipeline and produce a short markdown report.

Run all linting, type checking, tests, Markdown lint, and documentation build for the project. Check for errors and warnings, then fix any problems found. Use when the user asks to run checks, verify the build, run CI locally, or fix lint/type/test errors.

*nd*You** (the lead) do the commits. Do not dispatch sub-agents to commit.

Add or insert a new numbered pipeline step in the p2cs_project, following the standardized Step/DataFile/explore notebook patterns and safely renumbering subsequent steps (code, data, figures, tests, config, dependencies, and imports) when inserting in the middle of the pipeline. Use when creating a new step_* directory, inserting a step between existing ones, or updating step numbers across the project.

DART CI/CD troubleshooting - GitHub Actions, cache debugging, platform-specific failures

When you need to work with a specific Flowbite component: