first-fluke

Draft and revise academic prose against a rubric, evidence, and citation requirements. Use for essays, reports, literature reviews, or academic style audits.

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

Draft and revise academic prose against a rubric, evidence, and citation requirements. Use for essays, reports, literature reviews, or academic style audits.

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

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

Explore goals, constraints, and alternative approaches before choosing a design. Use when the user requests ideation or design exploration.

Diagnose a reproducible failure, fix its cause, and verify the regression. Use for crashes, incorrect behavior, and failing tests.

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

Draft and revise academic prose against a rubric, evidence, and citation requirements. Use for essays, reports, literature reviews, or academic style audits.

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

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

Explore goals, constraints, and alternative approaches before choosing a design. Use when the user requests ideation or design exploration.

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.

Diagnose a reproducible failure, fix its cause, and verify the regression. Use for crashes, incorrect behavior, and failing tests.

Set up and run Deepsec vulnerability scans, triage, and CI gates. Use for Deepsec work or an explicitly requested agent-powered vulnerability scan.

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

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.

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

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.

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.

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.

Bug diagnosis and fixing specialist - analyzes errors, identifies root causes, provides fixes, and writes regression tests. Use for bug, debug, error, crash, traceback, exception, and regression work.

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.