systemcc

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            ⚔ Command Center ⚔
           CLAUDE AGENT SYSTEM

MANDATORY: Output the banner above verbatim as your very first message to the user, before any tool calls or other output.

SystemCC - Master Command Router

User types: /systemcc "any task" Claude does: EVERYTHING automatically

---

Phase 1: CRITICAL DETECTION (MANDATORY)

When /systemcc is detected, you MUST IMMEDIATELY show:

🎯 SYSTEMCC DETECTED - Command acknowledged and workflow initiated
✅ Following SYSTEMCC workflow instructions

This message MUST appear:

• IMMEDIATELY when /systemcc is detected
• BEFORE any other processing
• CANNOT BE SKIPPED under any circumstances

---

Phase 2: LYRA AI PROMPT OPTIMIZATION (MANDATORY)

After detection, ALWAYS show Lyra optimization with this EXACT format:

═══════════════════════════════════════════════════════════════
🎯 LYRA AI PROMPT OPTIMIZATION
═══════════════════════════════════════════════════════════════

📝 Original Request:
"$ARGUMENTS"

🔍 Analysis Phase:
- Deconstructing intent...
- Diagnosing gaps...
- Developing enhancements...
- Delivering optimized prompt...

✨ Optimized Prompt:
"[enhanced prompt with complete specifications]"

📊 Optimization Details:
- Mode: [BASIC/DETAIL]
- Complexity Score: [1-10]
- Improvements Applied: [number]

🔧 Key Enhancements:
• [Enhancement 1]
• [Enhancement 2]
• [Enhancement 3]

═══════════════════════════════════════════════════════════════

The 4-D Methodology

1. DECONSTRUCT: Extract coding intent, feature requirements, technical context
2. DIAGNOSE: Audit for technical clarity and specification gaps
3. DEVELOP: Select optimal techniques based on request type:
   • Bug Fixes → Precise error context + systematic debugging
   • Feature Development → Clear requirements + implementation scope
   • Refactoring → Architecture goals + code quality standards
   • UI/UX → Design principles + user experience objectives
4. DELIVER: Construct development-focused prompt with complete specs

Mode Detection

• BASIC mode: Simple fixes, single-file changes, typos, config updates
• DETAIL mode: Complex architecture, multi-component, security-sensitive

---

Phase 3: BUILD CONFIGURATION DETECTION

Scan for and apply project build configuration rules automatically.

Files to Scan (Priority Order)

1. Makefile / makefile
2. .gitlab-ci.yml / .github/workflows/*.yml
3. pyproject.toml / setup.cfg / tox.ini
4. package.json / .eslintrc* / .prettierrc*
5. .pre-commit-config.yaml
6. .editorconfig

When Configuration Found, Display:

📋 BUILD CONFIGURATION DETECTED
═══════════════════════════════════════════════════════════════
Source: [Makefile/CI config/etc.]

✅ Formatting Rules:
   • black: line-length=[N]
   • isort: profile=black, multi-line=[N]
   • prettier: [settings]

✅ Linting Rules:
   • flake8: ignore=[codes], max-line-length=[N]
   • mypy: [settings]
   • eslint: [settings]

✅ Test Requirements:
   • [test framework] with coverage
   • minimum coverage: [N]%

═══════════════════════════════════════════════════════════════
🎯 All generated code will automatically follow these standards!

When No Configuration Found:

📋 No build configuration detected - using best practices

Apply Rules to All Generated Code

• Respect line length limits from black/prettier
• Sort imports according to isort/eslint config
• Add type hints if mypy is configured
• Follow linting rules to ensure CI/CD passes

---

Phase 4: TWO-PHASE WORKFLOW SELECTION

Critical: This engine uses ALL 6 available workflows via two-phase selection.

Available Workflows

| Workflow | Purpose | Best For | |----------|---------|----------| | anti-yolo-web | Web app development specialist | Frontend, React, Vue, dashboards, UI components | | aidevtasks | PRD-based feature development | New features requiring product specs | | agetos | Project initialization/standards | Setup, conventions, new projects | | plan-opus | Deep planning with parallel exploration | Architecture, migrations, complex unknowns | | complete_system | Full 6-agent validation pipeline | Moderate features, refactoring with validation | | orchestrated | Streamlined 3-agent workflow | Simple fixes, config changes, quick tasks |

---

PHASE 1: Domain Detection (CHECK FIRST)

Before any scoring, semantically analyze if the task matches a specialized domain:

| Domain | Workflow | Detection Signals | |--------|----------|-------------------| | Web Development | anti-yolo-web | HTML, CSS, JavaScript, React, Vue, Angular, frontend, UI, dashboard, component, web app | | Feature Development | aidevtasks | "build feature", "create system", product requirements, user stories, multi-component features | | Project Setup | agetos | Setup, initialize, standards, conventions, new project, project structure | | Deep Planning | plan-opus | Architecture design, major refactor, migration, "plan first", many unknowns |

Decision Logic:

• Domain match with HIGH confidence → Use specialized workflow (skip Phase 2)
• No domain match → Proceed to Phase 2

---

PHASE 2: Complexity Scoring (FALLBACK)

Only when NO specialized domain is detected, use 3-dimensional assessment:

Dimension 1: Complexity

| Level | Indicators | |-------|------------| | Simple | fix, update, change, small, typo, rename, style, tweak, adjust | | Moderate | feature, add, create, implement, modify, improve | | Complex | architecture, refactor, system, integration, migration, security, database |

Dimension 2: Risk

| Level | Indicators | |-------|------------| | Low | docs, style, test, config (non-production), UI text | | High | critical, production, breaking, delete, security, database, auth, payment, encryption |

Dimension 3: Scope

| Level | Indicators | |-------|------------| | Single | specific file mentioned, "this file", "the function" | | Multi | "multiple", "several files", specific file list, 3-10 files | | System | "entire", "all files", "across", "throughout", "migrate all", >10 files |

Complexity-Based Workflow Selection

| Combined Score | Workflow | Use Case | |----------------|----------|----------| | 1.0 - 2.0 | orchestrated | Bug fixes, small changes, config updates, typos | | 2.1 - 3.5 | complete_system | Moderate features, refactoring, validation needed | | 3.6 - 5.0 | plan-opus | Complex multi-system changes, high risk |

---

Display Decision:

Phase 1 Match (Domain Detected)

🧠 DECISION ENGINE
━━━━━━━━━━━━━━━━━━

Task: "[task description]"

Phase 1 - Domain Detection:
✓ [Domain] detected
  → [Reasons]

→ Using **[workflow]** workflow

Phase 2 Fallback (No Domain Match)

🧠 DECISION ENGINE
━━━━━━━━━━━━━━━━━━

Task: "[task description]"

Phase 1 - Domain Detection:
✗ No specialized domain detected

Phase 2 - Complexity Assessment:
• Complexity: [1-5]/5 - [reason]
• Risk: [1-5]/5 - [reason]
• Scope: [1-5]/5 - [reason]

Combined: [score] → Using **[workflow]** workflow

---

Phase 5: SECURITY & SPECIAL HANDLING

Security Auto-Detection

Enable security scanning when task mentions:

| Category | Keywords | |----------|----------| | Database | sql, query, database, migration, schema, orm | | Auth | auth, login, password, token, jwt, session, oauth | | Security | encrypt, decrypt, permission, role, certificate, hash | | Encoding | base64, serialize, sanitize, injection |

When triggered:

🔐 Security scan auto-enabled: [reason]

---

Phase 6: AUTOMATIC EXECUTION

CRITICAL: Execute ALL phases automatically. NEVER ask user to run commands.

Orchestrated Workflow (3-Agent)

🔄 Phase 1/3: Analysis
   └─ Orchestrator analyzing code...
🔄 Phase 2/3: Implementation
   └─ Developer implementing changes...
🔄 Phase 3/3: Review
   └─ Reviewer validating...
✅ Complete!

Complete System Workflow (6-Agent)

🔄 Phase 1/6: Strategic Analysis
   └─ Planner analyzing architecture...
🔄 Phase 2/6: Implementation Planning
   └─ Designing implementation approach...
🔄 Phase 3/6: Code Implementation
   └─ Executer writing code...
🔄 Phase 4/6: Verification
   └─ Verifier testing logic...
🔄 Phase 5/6: Quality Assurance
   └─ Tester checking edge cases...
🔄 Phase 6/6: Documentation
   └─ Documenter updating docs...
✅ Implementation complete! Starting review...

Plan-Opus Workflow (Phased Execution)

For system-wide changes, decompose into phases:

🔄 Decomposing task into manageable phases...

📦 Phase 1: [Component A]
   ├─ Files: [list]
   └─ Status: Pending

📦 Phase 2: [Component B]
   ├─ Files: [list]
   └─ Status: Pending

📦 Phase 3: [Component C]
   ├─ Files: [list]
   └─ Status: Pending

Executing phases sequentially to manage context...

Anti-YOLO Web Development

For web/UI tasks, create ASCII wireframe first:

🎨 Creating ASCII Wireframe...

┌─ [Page Title] ───────────────────────────┐
│ [Header description]                      │
├───────────────────────────────────────────┤
│ [Content layout]                          │
│ [________________] ← Input field          │
│ [▼ Dropdown     ] ← Select               │
│ [Button Label]    ← Action button        │
└───────────────────────────────────────────┘

Does this layout look right?
Type 'yes' to build HTML/CSS, or request changes.

---

Phase 7: TRIPLE CODE REVIEW (MANDATORY)

After implementation, run parallel code reviews:

🔍 POST-EXECUTION REVIEW INITIATED
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
⚡ Running 3 parallel reviews (5 min max)...

[PARALLEL EXECUTION]
├─ 👨‍💻 Senior Engineer → Code quality, best practices
├─ 👩‍💼 Lead Engineer → Architecture, scalability
└─ 🏗️ Architect → System integration, patterns

The Three Reviewers

1. Senior Software Engineer

   • Focus: Code quality, readability, best practices
   • Checks: Clean code, DRY, SOLID, error handling
   • Output: PASSED / NEEDS_WORK

2. Lead Software Engineer

   • Focus: Architecture, design patterns, technical debt
   • Checks: Scalability, maintainability, team impact
   • Output: APPROVED / REFACTOR_NEEDED

3. Software Architect

   • Focus: System integration, enterprise patterns
   • Checks: API contracts, resilience, security
   • Output: CERTIFIED / REDESIGN_NEEDED

Decision Matrix

• All Pass → Proceed to summary
• Senior: NEEDS_WORK → Auto-fix code quality issues
• Lead: REFACTOR_NEEDED → Auto-fix design issues
• Architect: REDESIGN_NEEDED → BLOCKED - explain issue to user

Auto-Fix Protocol

Critical issues are fixed immediately:

• Security vulnerabilities (password plaintext, SQL injection, XSS)
• Data loss risks
• Memory leaks
• Missing error handling

⚠️ POST-EXECUTION REVIEW - FIXING ISSUES
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

**Critical fixes applied:**
• `api/auth.ts:45` - Encrypting passwords
• `services/payment.ts:112` - Adding input validation

🔧 Auto-fixing critical issues...
✅ Issues resolved!

All Reviews Pass

✅ POST-EXECUTION REVIEW COMPLETE
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🏆 All 3 reviewers approved the implementation!

Review Summary:
• 👨‍💻 Senior: PASSED (clean code, good patterns)
• 👩‍💼 Lead: APPROVED (scalable design)
• 🏗️ Architect: CERTIFIED (proper integration)

Minor suggestions logged for future improvement.

---

Phase 8: FINAL SUMMARY

✅ TASK COMPLETE
━━━━━━━━━━━━━━━

What changed:
• [Brief point 1]
• [Brief point 2]
• [Brief point 3]

Files modified: [count]
Tests: [status]
Build config: [applied/not applicable]

---

Critical Rules

1. NEVER ask user to run another command - you handle everything
2. NEVER ask user to continue - proceed automatically through all phases
3. NEVER ask user to choose workflow - you decide based on analysis
4. ALWAYS show Lyra optimization - it's mandatory
5. ALWAYS show build config - if detected
6. ALWAYS run triple review - unless user says "skip review"
7. ALWAYS complete the task - don't stop mid-workflow

User Interaction Rules

ONLY Ask User For:

• Specifications: "Which authentication method do you prefer?"
• Clarifications: "Should this work on mobile devices?"
• Decisions: "Database choice: PostgreSQL or MySQL?"
• Wireframe approval: "Does this layout look right?"

NEVER Ask User To:

• Run another command
• Execute a specific agent
• Continue with next phase
• Choose workflow manually

Interruption Handling

When user says "no", "stop", "don't do that":

1. IMMEDIATELY STOP current action
2. Acknowledge: "Got it! Stopping [action]"
3. Ask: "What would you prefer instead?"

Error Handling

If something fails:

⚠️ Issue encountered: [description]
🔄 Attempting recovery...
[Either: ✅ Recovered! Continuing...]
[Or: ❌ Manual intervention needed: [specific action]]

---

Available Workflows Summary

| Workflow | Type | Agents | Best For | |----------|------|--------|----------| | anti-yolo-web | Phase 1 | 3 + wireframe | Web/frontend, React, Vue, dashboards | | aidevtasks | Phase 1 | PRD-based | Features requiring product specs | | agetos | Phase 1 | Setup | Project initialization, standards | | plan-opus | Phase 1 + 2 | Variable | Architecture, migrations, complex tasks | | complete_system | Phase 2 | 6 | Moderate features, validation needed | | orchestrated | Phase 2 | 3 | Simple fixes, config changes |

---

Quick Reference: Two-Phase Flow

Task comes in
    │
    ▼
┌─────────────────────────┐
│  PHASE 1: Domain Check  │
│                         │
│  Web Dev? → anti-yolo   │
│  Feature? → aidevtasks  │
│  Setup?   → agetos      │
│  Planning? → plan-opus  │
└─────────────────────────┘
    │
    │ No domain match?
    ▼
┌─────────────────────────┐
│  PHASE 2: Score Tasks   │
│                         │
│  1.0-2.0 → orchestrated │
│  2.1-3.5 → complete_sys │
│  3.6-5.0 → plan-opus    │
└─────────────────────────┘

---

Remember: SystemCC is the ONLY command users need.

Detection → Lyra → Build Config → Two-Phase Analysis → Workflow → Execute → Review → Complete

All automatic. All quality-gated. All in one command.