first-fluke

Implement server APIs, authentication, and application data access. Schema modeling and query tuning use oma-db.

Coordinate assigned specialist tasks and handoffs manually. Use when supervising a multi-agent project step by step.

Design schemas and migrations, tune queries, or plan vector retrieval and database operations. Application API implementation uses oma-backend.

Configure development tasks, git hooks, CI/CD, or release automation. Use when creating or fixing a repository development workflow.

Check documentation references, sync docs to code changes, and detect translation drift. Use for documentation maintenance in a repository.

Generate raster images or reference-guided variations through the OMA image CLI. Use for image assets or explicit vendor comparisons; pixel editing uses an editor.

Implement Flutter, React Native, native Swift, or native Kotlin Android apps. Use for mobile screens, widgets, platform integrations, and application data flows.

Dispatch and supervise parallel specialist agents with durable task state. Use when automated multi-agent execution is requested.

Evaluate system boundaries and architectural tradeoffs. Use for architecture decisions, design reviews, and ADRs.

Define or review a visual system, DESIGN.md, or redesign direction. Use for typography, layout, color, motion, and interaction design decisions.

Configure development tasks, git hooks, CI/CD, or release automation. Use when creating or fixing a repository development workflow.

Implement or modify web UI in React, Next.js, or Angular. Use for components, pages, styles, forms, and frontend state or data flows.

Generate raster images or reference-guided variations through the OMA image CLI. Use for image assets or explicit vendor comparisons; pixel editing uses an editor.

Research customer pain points, trends, and competitors through the OMA market engine. Use for market discovery or voice-of-customer analysis.

Dispatch and supervise parallel specialist agents with durable task state. Use when automated multi-agent execution is requested.

Restructure existing code while preserving observable behavior. Use for targeted technical debt or hotspot work with characterization tests.

Automated code navigation using Serena tools - finds files, analyzes symbols, and provides intelligent code exploration

Pattern-based code editing using Serena tools - searches for patterns and applies bulk transformations

Safe refactoring workflow using Serena tools - analyzes impact, finds references, and performs safe code transformations

Automated multi-agent orchestrator that spawns CLI subagents in parallel, coordinates via Serena Memory, and monitors progress

Backend specialist for APIs, databases, authentication, and server-side logic using FastAPI, Node.js, or other frameworks

Bug diagnosis and fixing specialist - analyzes errors, identifies root causes, provides fixes, and writes regression tests

Frontend specialist for React, Next.js, TypeScript, and modern UI development

Mobile specialist for Flutter, React Native, and cross-platform mobile development

Delegate a repository goal or continuous improvement charter to Agent Valley's Chief Director and inspect, resume or stop its verified work. Use when the user asks AV to supervise Actors through execution, review and verification.

Evaluate system boundaries and architectural tradeoffs. Use for architecture decisions, design reviews, and ADRs.

Define or review a visual system, DESIGN.md, or redesign direction. Use for typography, layout, color, motion, and interaction design decisions.

Implement or modify web UI in React, Next.js, or Angular. Use for components, pages, styles, forms, and frontend state or data flows.

Implement Flutter, React Native, or native Swift apps. Use for mobile screens, widgets, platform integrations, and application data flows.

Scan application source, agent skills, and MCP components; run penetration tests against scoped web test deployments, validate findings, and configure scan gates. Use oma-qa for broad quality reviews and domain skills for remediation.

Create short, explainer, or recorded-demo videos through the OMA video CLI. Use for scripts, narration, assets, composition, and video delivery.

Implement server APIs, authentication, and application data access. Schema modeling and query tuning use oma-db.

This skill should be used when performing security audits on Cratos - command injection analysis, REST API authorization review, WebSocket authentication, tool security, and generating actionable fix plans.

Backend specialist for Rust microservices using Axum, SQLx, and Tokio

Create git commits following Conventional Commits specification with project-specific branch naming rules

Design and validate data models for business domains.

Bug diagnosis and fixing specialist - analyzes errors, identifies root causes, provides fixes, and writes regression tests

Use when setting up or optimizing developer workflows in a monorepo, managing mise tasks, git hooks, CI/CD pipelines, database migrations, or release automation. Invoke for development environment setup, build automation, testing workflows, and release…

Frontend specialist for Next.js (Tauri), React, TypeScript, and shadcn/ui

Identify gaps between current and desired states in architecture, process, or implementation.

Backend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API, endpoint, REST, database, server, migration, and auth work.

Mobile specialist for Flutter, React Native, and Swift native iOS development. Use for mobile app, Flutter, Dart, React Native, Swift, SwiftUI, iOS, Android, Riverpod, swift-openapi-generator, and widget work.

SCM (software configuration management) and Git: branching, merges, conflicts, worktrees, baselines, audit readiness, plus Conventional Commits and safe staging.