krds

Verify documentation references against the current codebase and propose updates for diff-affected docs. Use to check if docs still match reality (broken file paths, CLI commands, config keys, env vars, scripts) and to surface docs that may need updating after code changes.

Behavior-preserving refactoring specialist - plans and executes safe incremental restructuring with code smell / SATD / hotspot targeting, characterization-test safety nets, metric and coverage gates, and refactor-only commits. Use for refactor, refactoring, code smell, technical debt, legacy code modernization, extract method, hotspot, and characterization test work.

Frontend specialist for React, Next.js, TypeScript with FSD-lite architecture, shadcn/ui, and design system alignment. Use for UI, component, page, layout, CSS, Tailwind, and shadcn 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.

Automated multi-agent orchestrator that spawns CLI subagents in parallel, coordinates via MCP Memory, and monitors progress. Use for orchestration, parallel execution, and automated multi-agent workflows.

Product manager that decomposes requirements into actionable tasks with priorities and dependencies. Use for planning, requirements, specification, scope, prioritization, task breakdown, and ISO 21500, ISO 31000, or ISO 38500-aligned planning recommendations.

AI design specialist skill with DESIGN.md management, anti-pattern enforcement, optional Stitch MCP integration, and component library guidance. Covers typography, color systems, motion design (motion/react, GSAP, Three.js), responsive-first layouts, and accessibility (WCAG 2.2).

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

Software architecture workflow — diagnose architecture problems, select the right analysis method, compare options, synthesize stakeholder input, and produce a recommendation, review, or ADR

Design-first ideation workflow — explore user intent, clarify constraints, propose approaches, and produce an approved design document before planning

Structured bug diagnosis and fixing workflow — reproduce, diagnose root cause, apply minimal fix, write regression test, and scan for similar patterns

Initialize project harness — AGENTS.md as table of contents, ARCHITECTURE.md as domain map, structured docs/ knowledge base

Design workflow — create design systems, DESIGN.md, and design tokens with anti-pattern enforcement and accessibility checks

Automated CLI-based parallel agent execution — spawn subagents via Gemini CLI, coordinate through MCP Memory, monitor progress, and run verification

Convert PDF to Markdown using opendataloader-pdf — extracts text, tables, headings, and images with correct reading order

PM planning workflow — gather requirements, decompose into prioritized tasks, define API contracts, and produce both a machine-readable plan and a human-readable tracker in docs/plans/

Full QA review pipeline — security audit (OWASP Top 10), performance analysis, accessibility check (WCAG 2.1 AA), and code quality review

Manage MCP tools with natural language commands — list, enable, disable tools and tool groups

Software architecture workflow — diagnose architecture problems, select the right analysis method, compare options, synthesize stakeholder input, and produce a recommendation, review, or ADR

Design-first ideation workflow — explore user intent, clarify constraints, propose approaches, and produce an approved design document before planning

Structured bug diagnosis and fixing workflow — reproduce, diagnose root cause, apply minimal fix, write regression test, and scan for similar patterns

Initialize project harness — AGENTS.md as table of contents, ARCHITECTURE.md as domain map, structured docs/ knowledge base

Design workflow — create design systems, DESIGN.md, and design tokens with anti-pattern enforcement and accessibility checks

Automated CLI-based parallel agent execution — spawn subagents via Gemini CLI, coordinate through MCP Memory, monitor progress, and run verification

Convert PDF to Markdown using opendataloader-pdf — extracts text, tables, headings, and images with correct reading order

PM planning workflow — gather requirements, decompose into prioritized tasks, define API contracts, and produce both a machine-readable plan and a human-readable tracker in docs/plans/

Full QA review pipeline — security audit (OWASP Top 10), performance analysis, accessibility check (WCAG 2.1 AA), and code quality review

Manage MCP tools with natural language commands — list, enable, disable tools and tool groups