Designs high-performing team structures using organizational psychology AND creates new skills on-the-fly when team needs unmet expertise. Expert in team composition, personality balancing,

Publication-ready figure conventions for empirical finance and economics. Covers matplotlib styling, color palettes, export settings, and common figure types (time series, decile bars, coefficient plots, event studies). Auto-apply when creating any figure, plot, or visualization.

State machine-based vector animation with runtime interactivity and web integration. Use this skill when creating interactive animations, state-driven UI, animated components with logic, or designer-created animations with runtime control. Triggers on tasks involving Rive, state machines, interactive vector animations, animation with input handling, ViewModel data binding, or React Rive integration. Alternative to Lottie for animations requiring state machines and two-way interactivity.

Angular 21.x SPA development skill with TailwindCSS 4.x and daisyUI 5.5.5. Use when building Angular standalone components, services, lazy-loaded routes, unit tests, or creating UI with TailwindCSS + daisyUI. Covers component scaffolding, UI/UX design, accessibility audits, and design systems.

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.

Update worklog files by moving tasks between todo/doing/done states. Use when recording task progress, starting new work, or marking tasks complete. Requires explicit arguments: worklog [done|doing|todo] [description].

Use after code changes, before releases, or when testing features - runs the right level of QA based on what changed

Universal validation and knowledge capture. Detects what changed, runs governance gates, captures knowledge, verifies deployment. Works for any project.

REST and GraphQL API testing with Playwright. Use when testing APIs, mocking endpoints, validating responses, or integrating API tests with E2E flows.

Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom). Use when building or extending SQL metadata/query extraction connectors.

Guide for using FFmpeg - a comprehensive multimedia framework for video/audio encoding, conversion, streaming, and filtering. Use when processing media files, converting formats, extracting audio, creating streams, applying filters, or optimizing video/audio quality.

Plan a project and generate PRD for execution. Creates prd.json + README.md with full HQ context awareness. Runtime-agnostic — executes identically in Claude Code and Codex. Adapts interview depth to brainstorm context if available.

Create isolated git worktree for parallel development in monorepos.

Start the multi-AI pipeline with a given request. Guides through plan -> review -> implement -> review workflow.

Manages translation entries in Transloco JSON files. Use when adding, updating, or organizing i18n translation keys in Angular projects using Transloco.

Run the full orchestrator → developer → qa pipeline for a game implementation task. Use when the user asks to implement, add, or change something in the PICO-8 codebase.

Autonomous end-to-end execution skill. Use when the user gives a broad directive (improve, audit, fix, ship, polish) that should run from audit through deploy without check-ins. This skill codifies the loop-until-live pattern and the stop conditions.

Use when adding authentication to Android applications (Kotlin/Java) with Web Auth, biometric-protected credentials, and MFA - integrates com.auth0.android:auth0 SDK for native Android apps

Page type templates and frontmatter conventions for LLM Wiki pages. Reference skill loaded by ingest, query, and lint skills to ensure consistent wiki structure.

'[Skill Management] Fix the agent skill based on `logs.txt` file. Triggers on: fix skill logs, skill error, skill broken, skill not working.'

Load the full directory tree, data architecture (SQLite/PostgreSQL), schema reference, and retired infrastructure inventory.

Deploy to production. Runs pre-deploy safety checks, pushes to trigger CI/CD, and monitors the deployment.

Audit SoulMap AI evals so datasets, assertions, source markers, and golden responses stay source-backed, failure-oriented, and hard to game.

Release management with versioning, stability assessment, changelog generation, and release gates. TRIGGER on: release, version, changelog, tag, cut release, release status, what version, stability, release gate.

Start work on a new PR — review context and propose a mid-level approach

Roll back a bad release to the previous known-good version (Marcus workflow)

The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline.

Multi-brand and theming: derive palettes from base, palette overrides, data-theme, white-label UI using UDS tokens.

Use this skill when writing MongoDB queries, repository methods, or service logic in Aegis. It enforces strict multi-tenancy by ensuring communityId is always included.

This skill provides comprehensive guidance for using NotebookLM via both the `nlm` CLI and MCP tools.

Trusted-lane execution and reporting skill for README-first AI repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized `repro_outputs/` files, including patch notes when repository files changed. Do not use for training execution, initial repo intake, generic environment setup, paper lookup, target selection, or end-to-end orchestration by itself.

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Use when creating HTML email templates with React components - welcome emails, password resets, notifications, order confirmations, newsletters, or transactional emails.

Raspberry Pi hardware integration for Moestuin — DHT22, soil moisture via ADS1115, GPIO relays for pumps, ffmpeg webcam capture, and mock drivers. Use when touching hardware code or deploy scripts.

Creer un nouvel endpoint API REST Laravel. Utiliser automatiquement quand on demande de creer une route, un controller ou un endpoint API.

Use when the Integrator is performing git operations — committing, branching, merging feature branches, resolving conflicts, managing branch lifecycle, or maintaining commit history. Activates for any git-related work.

Design and document database schemas for BenchSight tables, relationships, and data models. Use when adding new tables or modifying existing schema.

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

Deploy a service or static site publicly via CasaOS + VPS reverse proxy. Covers DNS, SSL, nginx config, Docker containers, and static files.

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Best practices and patterns for generating clean, secure, maintainable code

- **target** (required): Component name or page route to export

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

Ensures new Rails views, layouts, and page-level UI in rails-pokedex are designed in Google Stitch and retrieved via MCP before coding. Use when creating ERB templates, layouts, partials, styling overhauls, or any new user-facing page; when refactoring views; or when the user mentions Stitch, UI de página, telas, or frontend Rails.

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).

Design system architect. Audits current design, researches landscape, proposes complete system. Creates DESIGN.md.

Standardized mobile bottom navigation implementation for internal Next.js applications. Provides role-based filtering, smooth animations, persistent state, and submenu expansion with accordion-based More menu. Supports Next.js 15+ with App Router, TypeScript, Zustand state management, and Framer Motion animations. Includes complete ready-to-use components with icon grid layouts, comprehensive documentation, and customization guides.