ai-dev-team

Plugin ai-dev-team from marketplace aidevteam in olehsvyrydov/AI-development-team. Commands read from the repo's manifest — 5 days ago.

Skills (43)

• ai-dev-team

  The AI Dev Team contract — how work is run in any project using this framework: proportional process, TDD, behaviour-only tickets, which process skills exist and when to reach for them, and the git conventions. Load this at the START of any development task, when picking an agent or handing off betw

• answer-audit

  Adversarially audit a RAG answer against the corpus it claims to cite. Use when asked to review, critique, sanity-check, or "give skeptical feedback on" an answer produced by a retrieval-grounded (RAG) system — especially when the answer looks good. Assumes the answer is wrong until each claim is pr

• solution-architect

  Solution Architect (/arch, alias: Jorge, /jorge) - Principal Solution Architect with 15+ years designing scalable distributed systems. Use when making technology choices, designing system architecture, selecting patterns (Saga, CQRS, Event Sourcing), creating ADRs, planning integrations, database sh

• accountant

  Senior Accountant & Strategic CFO with 20+ years experience in tech sector. Use for tax planning, VAT/sales tax compliance, financial forecasting, contractor assessments, or accounting app logic design. Auto-triggers tax warnings and savings opportunities. Adapts to the user's jurisdiction by loadin

• legal-counsel

  Senior Legal Counsel with 20+ years experience in corporate law. Use for legal advice, contract drafting, compliance checks, data protection (GDPR/CCPA), employment law, or risk assessment. Auto-triggers penalty warnings and statute citations. Adapts to the user's jurisdiction by loading the matchin

• ui-designer

  Aura - Senior UI/UX Design Architect with 12+ years creating premium digital experiences. Use when designing landing pages, dashboards, mobile apps, design systems, component libraries, or brand-aligned UI. Specializes in React/Tailwind/Framer Motion prototypes, responsive design, micro-interactions

• ux-researcher

  UX Researcher (/ux) — the research side of UX: user interviews, surveys, usability testing, personas, journey maps, information architecture, card sorting, jobs-to-be-done, and turning findings into prioritized design requirements. Use when you need to understand users, validate a concept, define IA

• ai-engineer

  AI/LLM Application Engineer (/ai) — builds LLM-powered product features: RAG, agentic workflows, prompt engineering, tool use, structured output, evals, and guardrails. Use when implementing AI features in an app — a chatbot, RAG over docs, an agent, a summarizer, semantic search, prompt pipelines,

• backend-developer

  Backend Developer (/be, alias: James, /james) - Senior Backend Developer with 10+ years experience. Covers Java/Spring Boot (default), Kotlin, Python/FastAPI, PHP/Laravel, Quarkus, and Kafka/messaging - detects the project's stack and loads the matching reference. Use when implementing server featur

• browser-extension-developer

  Browser Extension Developer (/ext) — Chrome/Edge Manifest V3 and Firefox WebExtensions: the service-worker lifecycle and what may not live in it, choosing between popup / options / side panel / extension page / in-page overlay / tab group, chrome.scripting injection and getting a value back out of i

• data-engineer

  Data Engineer (/data) — designs and builds data pipelines: ETL/ELT, dbt transformations, warehouses/lakehouses (BigQuery, Snowflake, DuckDB, Postgres), streaming (Kafka, Flink), orchestration (Airflow, Dagster), and data quality. Use when building ingestion/transformation pipelines, modeling analyti

• dba

  Database Administrator / Database Specialist (/dba) — operational database design and tuning: schema design & normalization, indexing strategy, query optimization & execution plans, migrations (safe, zero-downtime), replication & high availability, partitioning/sharding, backups & recovery, and conn

• frontend-developer

  Frontend Developer (/fe, alias: Finn, /finn) - Senior Frontend Developer with 10+ years web and mobile experience. Covers React/Next.js (default), Angular, Vue/Nuxt, Flutter/Dart, and JavaFX desktop - detects the project's framework and loads the matching stack reference. Use when implementing UI co

• java

  Java language and JVM engineering standards — records and sealed-type modelling, JSpecify null-safety with NullAway as a build error, immutability, virtual threads and modern concurrency, Error Prone/ArchUnit/PIT build gates, JUnit 6 testing doctrine, and boundary security. Load whenever writing, re

• rust

  Rust engineering standards and deep references — ownership/borrowing-driven design, error handling (thiserror/anyhow), async with tokio, axum services, testing, and clippy/cargo-deny discipline. Load whenever writing, editing, or reviewing Rust: any .rs file, Cargo.toml/Cargo.lock change, cargo or c

• sql

  SQL and relational-database engineering with dialect branches for Postgres, MySQL, Oracle, and SQLite. Load whenever writing, editing, or reviewing SQL: a .sql file, a schema migration, a raw query embedded in application code, index/EXPLAIN/tuning work, or stored procedures/triggers. NOT for ORM en

• typescript

  JavaScript/TypeScript language engineering — the strictest-profile type system (discriminated unions, branded types, satisfies), parse-don't-validate boundaries with Zod, ESM and the Node runtime, typescript-eslint discipline (no floating promises), and Vitest/MSW/fast-check testing. Load whenever w

• native-mobile-developer

  Native Mobile Developer (/ios, /android) — builds true native apps: iOS with Swift/SwiftUI and Android with Kotlin/Jetpack Compose. Use when implementing native iOS or Android features, SwiftUI/Compose UI, platform APIs (notifications, camera, background, widgets), App Store/Play Store concerns, or

• fid-lifecycle

  Run the Backlog → Investigation → FID → Jira-epic → tickets → Done lifecycle without leaving orphans or two sources of truth. Load this when taking an item off the Backlog, when an investigation concludes, when creating a FID or its epic, when adding a ticket that belongs to an existing FID, and whe

• business-analyst

  Business Analyst (/ba, alias: Anna, /anna) - Senior BA with 10+ years bridging business and technical teams. Use when conducting market research, competitive analysis, gathering/refining requirements with behavioral acceptance criteria, creating business process models, cost-benefit analysis, financ

• product-owner

  Product Owner (/po, alias: Max, /max) - Senior PO with 10+ years agile experience. Use when defining product vision, creating/prioritizing backlog, writing user stories with acceptance criteria, making scope decisions, validating features against business goals, or planning releases and sprints.

• scrum-master

  Scrum Master (/sm, alias: Luda, /luda) — board integrity, not ceremony. Use when asked for board or sprint status, before planning, at the end of an epic, or any time work has moved fast: finds orphan tickets and empty epics, planning documents that disagree with the tracker, Backlog items whose wor

• apex

  Apex - Senior Product Marketing Manager & CSO specializing in B2B/B2C IT Products & SaaS. Use for Go-To-Market strategies, product positioning, growth funnels, IT product copywriting, SEO content strategy, or marketing analytics. Primary command: /mkt. Alias: /apex.

• model-selection

  Choose which model tier to spend on a piece of work — the most capable model (Fable 5 / Opus) versus a cheaper, faster one — so quality holds where it matters and cost falls where it does not. Load this before launching subagents or a workflow, before a review or research sweep, when a task is large

• devops-engineer

  DevOps Engineer (/devops) - Senior DevOps Engineer with 12+ years cloud infrastructure experience. Use when setting up cloud infrastructure, writing Terraform configurations (loads references/terraform.md), creating Kubernetes manifests, building CI/CD pipelines with GitHub Actions, configuring Dock

• mlops-engineer

  Senior MLOps Engineer with 8+ years ML systems experience. Use for model serving & inference infrastructure, AI/ML pipelines, training-data pipelines, model deployment & monitoring, and AI cost optimization at the infrastructure level. For app-level LLM product features (RAG, agents, prompt engineer

• secops-engineer

  Soren - Principal Security Engineer with 15+ years application, infrastructure, and cloud security experience. Security review is a safety-override gate, required on security-relevant changes (auth, secrets, PII, external input, etc.) and always in the regulated preset. Use when conducting security

• sre-engineer

  SRE / Observability Engineer (/sre) — reliability engineering: SLOs/SLIs & error budgets, monitoring & alerting (Prometheus, Grafana, OpenTelemetry), incident response & runbooks, on-call, capacity & load, chaos/resilience, and post-incident reviews. Use when defining reliability targets, instrument

• parallel-delivery

  How a ticket moves through multiple parallel sessions — one orchestrator authoring tickets, N workers each claiming and delivering one ticket end-to-end in an isolated workspace. Load this before claiming a ticket for cross-session delivery, before creating its workspace or branch, when a ticket und

• pull-request

  How to run a pull request to the point where it can be merged — resolving every review conversation, checking every workflow run rather than the summary, and confirming the merge result is what CI actually tested. Load this whenever you open, update, review, or merge a PR, whenever a review round re

• performance-engineer
• reviewer
• backend-tester
• e2e-tester
• frontend-tester
• tester
• verify
• research-method
• review-tier
• kai
• technical-writer
• verify-landed
• workflow-engine

Slash commands (50)

• /ai-dev-team:accountant

  Alias for /fin (/inga) - Invoke your Senior UK Accountant & CFO for tax planning, financial forecasting, compliance, and accounting software logic

• /ai-dev-team:adam

  Invoke Adam - Senior E2E Tester specializing in Playwright, Detox, and performance testing

• /ai-dev-team:agents

  List all available AI Development Team agents and their specializations

• /ai-dev-team:ai

  Invoke the AI/LLM Application Engineer for RAG, agents, prompt engineering, evals, tool use, and LLM guardrails.

• /ai-dev-team:alex

  Invoke Alex, your Senior UK Legal Counsel for legal advice, contracts, compliance, and risk assessment

• /ai-dev-team:all

  Multi-LLM consultation — gather opinions from several AI platforms on one question and synthesize them into actionable insights.

• /ai-dev-team:android

  Invoke the Native Mobile Developer for Android — Kotlin, Jetpack Compose, platform APIs, and Play delivery.

• /ai-dev-team:anna

  Invoke Anna, your Senior Business Analyst for market research, requirements gathering, competitive analysis, and business process modeling

• /ai-dev-team:apex

  Invoke Apex, your Senior Product Marketing Manager and Chief Strategy Officer for IT product marketing, GTM strategies, funnels, and growth campaigns

• /ai-dev-team:arch

  Invoke Solution Architect for system design, architecture decisions, patterns, and ADRs

• /ai-dev-team:aura

  Invoke Aura, your Senior UI/UX Design Architect for landing pages, dashboards, mobile apps, design systems, and brand-aligned interfaces

• /ai-dev-team:ba

  Invoke Business Analyst for requirements gathering, market research, and business process modeling

• /ai-dev-team:be

  Invoke Backend Developer for Spring Boot, Java, APIs, and database development

• /ai-dev-team:bug

  Report a bug from a plain description — triggers investigation, structured documentation and fix coordination.

• /ai-dev-team:data

  Invoke the Data Engineer for ETL/ELT, dbt, warehouses, streaming, orchestration, and data quality.

• /ai-dev-team:dba

  Invoke the Database Administrator for schema design, indexing, query tuning, safe migrations, replication, and backups (Postgres/MySQL OLTP).

• /ai-dev-team:design-sprint

  Orchestrate design-to-implementation workflow for a sprint or feature. Coordinates /ui (Aura) and /fe (Finn).

• /ai-dev-team:devops

  Invoke the DevOps Engineer for cloud infrastructure, IaC (Terraform/OpenTofu), Kubernetes, CI/CD pipelines, containers, and deployment.

• /ai-dev-team:e2e

  Invoke E2E Test Automation Engineer for Playwright, integration, and performance testing

• /ai-dev-team:ext

  Invoke the Browser Extension Developer for Chrome/Edge MV3 and Firefox WebExtensions — manifest and permissions, service-worker lifecycle, content-script injection, tabs and tab groups, long-running in-browser jobs, and store review.

• /ai-dev-team:fe

  Invoke Frontend Developer for React, TypeScript, Next.js, and React Native development

• /ai-dev-team:fin

  Invoke Accountant for tax planning, VAT compliance, financial forecasting, and accounting logic

• /ai-dev-team:finn

  Invoke Finn, your Senior Frontend Developer for React, Next.js, React Native, TypeScript, and TailwindCSS implementation

• /ai-dev-team:inga

  Invoke Inga, your Senior UK Accountant & CFO for tax planning, financial forecasting, compliance, and accounting software logic

• /ai-dev-team:ios

  Invoke the Native Mobile Developer for iOS — Swift, SwiftUI, UIKit, platform APIs, and App Store delivery.

• /ai-dev-team:issue

  Report an issue from a plain description — alias for /bug; triggers the investigation, documentation and fix-coordination workflow.

• /ai-dev-team:james

  Invoke James - Senior Backend Developer specializing in Spring Boot, Java, Kotlin, and reactive systems

• /ai-dev-team:jorge

  Invoke Jorge, your Principal Solution Architect for system design, architecture decisions, patterns (Saga, CQRS, Event Sourcing), and ADRs

• /ai-dev-team:kai

  Self-Improving Meta-Agent — promote human-approved working-rules into SKILL.md edits, as a diff for review.

• /ai-dev-team:legal

  Invoke Legal Counsel for contracts, GDPR, compliance, and legal risk assessment

• /ai-dev-team:luda

  Invoke Luda, your Scrum Master, for board integrity — orphan work items, plan-vs-tracker divergence, Done-without-negative-criteria, parked-without-a-trigger — plus ticket creation and team orchestration

• /ai-dev-team:max

  Invoke Max, your Senior Product Owner for product vision, backlog management, user stories, and sprint planning

• /ai-dev-team:memory

  Search, store, and manage AI Team Memory — agent expertise, decisions, learnings, and code patterns. File-based by default, with an optional memory MCP overlay.

• /ai-dev-team:mkt

  Invoke Marketing Strategist for go-to-market strategy, positioning, and growth

• /ai-dev-team:mlops

  Invoke the MLOps Engineer for model serving & inference infrastructure, ML/AI pipelines, model deployment & monitoring, and infrastructure-level AI cost optimization.

• /ai-dev-team:perf

  Invoke the Performance Engineer for Web Vitals, profiling, latency/throughput tuning, caching, load testing, and performance budgets.

• /ai-dev-team:po

  Invoke Product Owner for product vision, backlog management, user stories, and sprint planning

• /ai-dev-team:qa

  Invoke QA Engineer for test case design, bug investigation, and quality assurance

• /ai-dev-team:rev

  Invoke Code Reviewer for code quality, security, requirements validation, and best practices review

• /ai-dev-team:reviewer

  Alias for /rev - Senior Full-Stack Code Reviewer for quality, security, and requirements validation

• /ai-dev-team:rob

  Invoke Rob - Senior QA Engineer for black-box feature testing

• /ai-dev-team:secops

  Invoke Soren, your Principal Security Engineer for security reviews, threat modeling, OWASP compliance, supply chain security, Zero Trust, and scanning pipelines

• /ai-dev-team:sm

  Invoke Scrum Master for board integrity — orphan work items, plan-vs-tracker divergence, Done-without-negative-criteria, parked-without-a-trigger — plus ticket creation and team orchestration

• /ai-dev-team:soren

  Invoke Soren, your Principal Security Engineer for security reviews, threat modeling, OWASP compliance, supply chain security, Zero Trust, and scanning pipelines

• /ai-dev-team:sre

  Invoke the SRE / Observability Engineer for SLOs, monitoring, alerting, incident response, runbooks, and reliability review.

• /ai-dev-team:tester

  Alias for /qa (/rob) - Senior QA Engineer for black-box feature testing

• /ai-dev-team:tw

  Senior Technical Writer for documentation, API docs (Javadoc/JSDoc), READMEs, architecture diagrams, changelogs, and onboarding guides.

• /ai-dev-team:ui

  Invoke UI/UX Designer for design systems, prototypes, and visual design

• /ai-dev-team:ux

  Invoke the UX Researcher for user interviews, usability testing, personas, journey maps, information architecture, and research synthesis.

• /ai-dev-team:verify

  Verification & Completion Auditor — adversarial completeness audit + workflow gate enforcement. Run with /verify proposal | devdoc | code | all.