claude

morai

Morai — AI Operator cho team phát triển phần mềm. Self-learning, adaptive, BA→QA pipeline.

1 on GitHubby sub-22v0.13.0MITupdated 3 months agoengineering
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Plugin morai from marketplace morai in sub-22/subkontrol. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (20)

  • architect

    Solution Architect — phân tích yêu cầu phức tạp, thiết kế hệ thống, output architecture decision

  • ba

    Business Analyst — fetch Jira/Confluence ticket, analyze requirements, output spec.md

  • dev-auto

    Developer (Auto) — full automation cho simple bugs đủ điều kiện. Tự fix, test, commit, PR không cần review từng bước.

  • dev

    Developer (Guided) — pair programming mode. Morai là navigator, Dev review từng bước, commit khi Dev quyết định.

  • doctor

    Morai Doctor — kiểm tra kết nối tất cả MCP servers, báo trạng thái và hướng dẫn fix nếu có vấn đề

  • evolve

    Morai Self-Evolution — học từ episodes, promote reflexes, nâng cấp chính mình

  • incident

    Morai Incident — 5-Why root cause analysis cho bugs nghiêm trọng, không chỉ fix surface

  • init

    Morai Init — thiết lập Morai identity và hướng dẫn setup knowledge cho project

  • kaizen

    Morai Kaizen — weekly improvement cadence, chọn 1 pain point, measure, promote nếu đủ evidence

  • onboard

    Morai Onboard — bootstrap knowledge repo từ Confluence + Jira + codebase cho project mới

  • pm

    Product Manager — đọc spec.md, tạo sprint plan, task breakdown với effort estimation (giờ), và wave plan cho parallel execution

  • pr-review

    PR Review — TL/PM xem danh sách PR đang OPEN, chọn PR, review, và post comment (manual hoặc auto)

  • pr

    PR Writer — check CI, tạo PR description từ template, push branch, và tạo PR

  • qa

    QA Engineer — đọc spec, sinh test cases, chạy tests, báo cáo kết quả

  • reflect

    Morai Reflect — ghi lesson learned sau task/sprint, feed vào memory và sync design repo

  • reviewer

    Code Reviewer — review PR, kiểm tra quality, security, conventions

  • routine

    Morai Routine — digest sáng. Gom backlog, PRs, pending gates, CI status → gửi Telegram + present trong session → user chọn việc.

  • scan

    Project Scanner — scan bất kỳ project nào, sinh CLAUDE.md và bộ knowledge docs, index vào RAG

  • security

    Security Reviewer — scan OWASP Top 10, threat modeling, security audit trước khi merge

  • sparring

    Morai Sparring Partner — challenge assumptions trước quyết định lớn, không block user

Subagents (14)

  • context-gateway

    Morai Context Gateway — digital twin của hệ thống đang vận hành, active missions, current state

  • cost

    Morai Cost Management — model routing, token budget, context compression

  • events

    Morai Events — event-driven triggers, subscriptions, và scheduled automation

  • hitl

    Morai HITL — Human-In-The-Loop gate protocol. Cách tạo, quản lý và resume từ formal gates.

  • judge

    Morai Judge Agent — phát hiện stuck loops, goal drift, và tự correction trong autonomous pipeline

  • knowledge-gateway

    Morai Knowledge Gateway — domain knowledge đã học, evolving understanding, không phải static docs

  • memory

    Morai Memory System — episodic learning, user preferences, pattern tracking

  • merge

    Morai Merge Protocol — merge parallel worktrees sau khi tất cả waves committed

  • morai

    Morai — AI Operator core identity. Load này trước mọi thứ khác.

  • orchestrator

    Morai Auto-Orchestrator — phân loại intent tự động, route và chain skills, user không cần nhớ command

  • recall

    Morai RECALL — session recovery protocol khi context bị mất

  • reflexes

    Morai Reflexes — proven patterns that execute automatically without asking

  • spawner

    Morai Spawner — orchestrates parallel sub-agents trong isolated git worktrees

  • task-fetcher

    Task Fetcher — auto-pull Jira tasks when dev pipeline is empty

MCP servers (11)

  • morai-pipeline

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.pipeline.server

  • morai-events

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.events.server

  • morai-memory

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.memory.server

  • morai-rag

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.rag.server

  • morai-file

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.file.server

  • morai-git

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.git.server

  • morai-jira

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.jira.server

  • morai-confluence

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.confluence.server

  • morai-slack

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.morai.server

  • morai-telegram

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.telegram.server

  • morai-test

    runs: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.test_runner.server

View source on GitHub

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