By NYCU-Chung
Orchestrate a full AI engineering team of 12 specialized agents in Claude Code to handle complete software dev lifecycles: delegate planning, fullstack feature builds, UI design, refactoring, migrations, code reviews, security verification, debugging, DB analysis, onboarding, tooling, and research, backed by 15 automation hooks for pre-commit checks, branch protection, secret scanning, and quality enforcement via P7/P9/P10 methodologies.
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
**English · [繁體中文](./README.zh-TW.md)**
**[English](./README.md) · 繁體中文**
Code reviewer and security auditor. Hunts for bugs, security holes, logic errors, edge cases, performance issues, and inconsistencies. Every finding with file path + line number. Use before every commit, deploy, or merge. Also handles deep security review (hardcoded secrets, injection, XSS, path traversal).
Database expert: schema design, migration safety, query optimization, index advice. Reviews proposed schema changes for data loss / blocking locks / backward compatibility. Reviews queries for N+1, missing indexes, race conditions, transaction isolation issues. Read-only — analyzes and reports, never modifies. Use before merging any DB-touching change.
Debug engineer and log analyst. Systematically finds the root cause of bugs: reads logs, narrows scope, builds hypotheses, verifies, fixes. Also analyzes PM2 / Docker / systemd / Nginx logs for error patterns. Use for any bug, service outage, test failure, or unexpected behavior. Never guesses — always traces.
Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
Uses power tools
Uses Bash, Write, or Edit tools
English · 繁體中文
An entire engineering team for Claude Code — 12 specialized agents, 15 automation hooks, and the P7/P9/P10 methodology that keeps them disciplined.
Most people use Claude Code as a single coder. This config turns it into a full engineering org: planner, fullstack-engineer, refactor-specialist, migration-engineer, frontend-designer, critic, vuln-verifier, debugger, db-expert, onboarder, tool-expert, web-researcher — each agent owns a role, each has its own tool permissions, and a strict delegation rulebook decides who touches what.
Backed by corporate-culture-inspired discipline (closure, fact-driven, exhaustiveness) and battle-tested hooks that catch debugger statements, hardcoded secrets, cost overruns, and MCP outages before they hit main.
| Role | Agent | What they do | When they ship |
|---|---|---|---|
| 📋 Tech Lead | planner | Breaks down fuzzy requirements into parallelizable Task Prompts with a six-element contract (goal / scope / input / output / acceptance / boundaries). Never writes code. | Task touches 3+ files or 2+ modules |
| 🛠 Senior Engineer | fullstack-engineer | Ships features using the P7 methodology: read reality → design solution → impact analysis → implement → three-question self-review → [P7-COMPLETION] delivery. | Single-feature or cross-module implementation |
| 🔄 Refactor Lead | refactor-specialist | Large-scale safe refactors. Atomic commits, full callsite verification, single-revert rollback. | Renames, file moves, module extraction across 10+ files |
| 🚀 Migration Lead | migration-engineer | Framework / library major-version upgrades. Reads upstream changelog, executes incrementally, verifies at every step. | Next.js 13→14, Vue 2→3, Tailwind 3→4, etc. |
| 🎨 Designer | frontend-designer | Builds landing pages, dashboards, and UI that doesn't look like AI slop. Opinionated aesthetic direction, refuses generic output. | New pages, UI redesigns, visual upgrades |
| 🔍 Code Reviewer | critic | Finds bugs, security holes, logic errors, edge cases, performance issues. Every finding with file path + line number. No "looks good to me". | Pre-commit, pre-deploy, pre-merge |
| 🧪 Pentester | vuln-verifier | Takes the critic's findings and writes actual PoC tests to prove the vulnerability is real — no false positives, no hand-waving. | After critic flags a security issue |
| 🐛 Debug Engineer | debugger | Reads logs, constructs hypotheses, verifies, fixes. Never guesses, always traces root cause. Includes log-analyzer. | Bug reports, service incidents, test failures |
| 🗄 DB Specialist | db-expert | Reviews schemas, migrations, queries for safety, indexes, locks, race conditions. Paranoid about data loss. | Schema changes, migrations, query optimization |
| 🗺 Onboarder | onboarder | First-time codebase exploration. Produces a structured mental model — architecture, entry points, suspicious areas. | Joining a new project, evaluating an open-source repo |
| ⚙️ Tool Expert | tool-expert | Picks the right MCP tools, chains complex workflows, troubleshoots tool failures. Knows every integration in your stack. | MCP tool failures, complex tool chaining |
| 📚 Researcher | web-researcher | Fetches and synthesizes official docs, API specs, error code meanings. The antidote to hallucination. | Uncertain API usage, error code lookups |
Each agent is a markdown file under agents/ with its own system prompt, tool permissions, and model selection. Customize them. Fork them. Replace the ones you don't need.
┌─────────────┐
│ Your Task │
└──────┬──────┘
│
┌────────▼────────┐
│ 📋 planner │ ← Breaks into parallel subtasks
│ (Tech Lead) │ if touches 3+ files
└────────┬────────┘
│
┌─────────┼─────────┐
▼ ▼ ▼
┌─────────┐ ┌─────────┐ ┌─────────┐
│ fullstk │ │ fullstk │ │ fullstk │ ← Parallel execution
│ × N │ │ × N │ │ × N │ P7 methodology
└────┬────┘ └────┬────┘ └────┬────┘
└───────────┼───────────┘
▼
┌──────────────┐
│ 🔍 critic │ ← Mandatory pre-deploy review
│ (reviewer) │
└───────┬──────┘
│
┌────────┴────────┐
│ │
▼ ▼
┌──────────────┐ ┌─────────────┐
│ 🐛 debugger │ │ Deploy │
│ (if issues) │ │ │
└──────────────┘ └─────────────┘
Security-sensitive work takes a detour: critic flags → vuln-verifier writes PoC → fix or file PR.
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Orchestrate multi-agent teams for parallel code review, hypothesis-driven debugging, and coordinated feature development using Claude Code's Agent Teams
Full-stack agents — frontend, backend, API, DevOps architects
127-agent automated development system with Agent Teams, quality gates, Bug Council diagnostics, and autonomous execution
Production-ready Claude Code configuration with role-based workflows (PM→Lead→Designer→Dev→QA), safety hooks, 44 commands, 19 skills, 8 agents, 43 rules, 30 hook scripts across 19 events, auto-learning pipeline, hook profiles, and multi-language coding standards
Virtual development team: TDD, debugging, code review, backlog management, and proven workflow patterns
Multi-agent orchestration for Claude Code. 12 specialized agents working in parallel — planning, building, reviewing, debugging. Plus a Hub for always-alive multi-project sessions controllable from Telegram or Slack.