mattpocock-skills
claudeMatt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Morai — AI Operator cho team phát triển phần mềm. Self-learning, adaptive, BA→QA pipeline.
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.
architectSolution Architect — phân tích yêu cầu phức tạp, thiết kế hệ thống, output architecture decision
baBusiness Analyst — fetch Jira/Confluence ticket, analyze requirements, output spec.md
dev-autoDeveloper (Auto) — full automation cho simple bugs đủ điều kiện. Tự fix, test, commit, PR không cần review từng bước.
devDeveloper (Guided) — pair programming mode. Morai là navigator, Dev review từng bước, commit khi Dev quyết định.
doctorMorai Doctor — kiểm tra kết nối tất cả MCP servers, báo trạng thái và hướng dẫn fix nếu có vấn đề
evolveMorai Self-Evolution — học từ episodes, promote reflexes, nâng cấp chính mình
incidentMorai Incident — 5-Why root cause analysis cho bugs nghiêm trọng, không chỉ fix surface
initMorai Init — thiết lập Morai identity và hướng dẫn setup knowledge cho project
kaizenMorai Kaizen — weekly improvement cadence, chọn 1 pain point, measure, promote nếu đủ evidence
onboardMorai Onboard — bootstrap knowledge repo từ Confluence + Jira + codebase cho project mới
pmProduct Manager — đọc spec.md, tạo sprint plan, task breakdown với effort estimation (giờ), và wave plan cho parallel execution
pr-reviewPR Review — TL/PM xem danh sách PR đang OPEN, chọn PR, review, và post comment (manual hoặc auto)
prPR Writer — check CI, tạo PR description từ template, push branch, và tạo PR
qaQA Engineer — đọc spec, sinh test cases, chạy tests, báo cáo kết quả
reflectMorai Reflect — ghi lesson learned sau task/sprint, feed vào memory và sync design repo
reviewerCode Reviewer — review PR, kiểm tra quality, security, conventions
routineMorai Routine — digest sáng. Gom backlog, PRs, pending gates, CI status → gửi Telegram + present trong session → user chọn việc.
scanProject Scanner — scan bất kỳ project nào, sinh CLAUDE.md và bộ knowledge docs, index vào RAG
securitySecurity Reviewer — scan OWASP Top 10, threat modeling, security audit trước khi merge
sparringMorai Sparring Partner — challenge assumptions trước quyết định lớn, không block user
context-gatewayMorai Context Gateway — digital twin của hệ thống đang vận hành, active missions, current state
costMorai Cost Management — model routing, token budget, context compression
eventsMorai Events — event-driven triggers, subscriptions, và scheduled automation
hitlMorai HITL — Human-In-The-Loop gate protocol. Cách tạo, quản lý và resume từ formal gates.
judgeMorai Judge Agent — phát hiện stuck loops, goal drift, và tự correction trong autonomous pipeline
knowledge-gatewayMorai Knowledge Gateway — domain knowledge đã học, evolving understanding, không phải static docs
memoryMorai Memory System — episodic learning, user preferences, pattern tracking
mergeMorai Merge Protocol — merge parallel worktrees sau khi tất cả waves committed
moraiMorai — AI Operator core identity. Load này trước mọi thứ khác.
orchestratorMorai Auto-Orchestrator — phân loại intent tự động, route và chain skills, user không cần nhớ command
recallMorai RECALL — session recovery protocol khi context bị mất
reflexesMorai Reflexes — proven patterns that execute automatically without asking
spawnerMorai Spawner — orchestrates parallel sub-agents trong isolated git worktrees
task-fetcherTask Fetcher — auto-pull Jira tasks when dev pipeline is empty
morai-pipelineruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.pipeline.server
morai-eventsruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.events.server
morai-memoryruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.memory.server
morai-ragruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.rag.server
morai-fileruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.file.server
morai-gitruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.git.server
morai-jiraruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.jira.server
morai-confluenceruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.confluence.server
morai-slackruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.morai.server
morai-telegramruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.telegram.server
morai-testruns: uv run --project ${CLAUDE_PLUGIN_ROOT} python -m servers.test_runner.server
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
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