Version: 1.4.1 - Revolutionary Three-Layer Intelligence + Phoenix 1.8 & DaisyUI Integration
The most AGGRESSIVE and PROACTIVE AI agent system ever created for software development. After a revolutionary consolidation from 23 agents to 9 elite agents (61% reduction), each agent now automatically detects problems and implements comprehensive solutions WITHOUT asking permission.
NEW IN v1.1.0: Full MCP (Model Context Protocol) integration! All agents now leverage Serena for semantic code intelligence, Zen for advanced AI analysis, Tidewave for Elixir testing, and specialized MCPs for their domains.
NEW IN v1.1.1: DRY (Don't Repeat Yourself) principle enforcement! All agents now follow strict DRY principles during code execution, with shared patterns library and systematic reuse of existing code.
NEW IN v1.2.0: Advanced Reasoning Integration! Sequential Thinking and Zen MCP now systematically activated with automated trigger patterns, orchestrated workflows, and multi-model consensus validation for complex decisions.
NEW IN v1.3.0: Template Flexibility Enhancement! All agents now support both Surface (.sface) and HEEx (.heex) templating approaches, with enhanced specialization knowledge integrated from domain experts while maintaining consistent tool and model selection.
NEW IN v1.3.1: Memory Integration Enhancement! Removed standalone Memory MCP and integrated memory functionality directly into Serena MCP using write_memory/read_memory tools for better project knowledge persistence.
NEW IN v1.3.2: Global Instructions Integration! Added universal Claude Code instructions in /global/CLAUDE.md covering task delegation, git workflows, and code analysis tools. These global instructions now complement project-specific agent behaviors for unified excellence.
🚀 REVOLUTIONARY IN v1.4.0: Three-Layer Intelligence Architecture! All agents now operate with unprecedented code intelligence through systematic orchestration of Serena (semantic code understanding), Zen (16 sophisticated AI analysis tools), and Sequential Thinking (complex reasoning). Features sophisticated intelligence cascades, multi-model consensus validation with 28+ AI models, assumption challenge workflows, and adaptive model selection for different problem types. This creates a comprehensive intelligence system with zero blind spots in code analysis.
🚀 ENHANCED IN v1.4.1: Phoenix 1.8 + DaisyUI Integration! Added comprehensive Phoenix 1.8 capabilities (LiveView Streams, modern navigation, verified routes, enhanced Presence) and complete DaisyUI component system expertise (30+ semantic components, theme management, accessibility features). All agents now have full expertise in modern Phoenix development with sophisticated UI component integration patterns.
ZERO TOLERANCE POLICY: Every agent operates with aggressive excellence standards:
- PROACTIVE - Automatically detects issues across all domains
- AGGRESSIVE - Implements comprehensive solutions immediately
- ZERO PERMISSION - Fixes problems without asking first
- COMPREHENSIVE - Goes beyond requirements to deliver excellence
- AUTOMATIC - Continuous scanning and improvement
- 🚀 THREE-LAYER INTELLIGENCE - Serena + Zen + Sequential Thinking orchestration
- 🚀 MULTI-MODEL CONSENSUS - 28+ AI models validate critical decisions
- 🚀 ASSUMPTION CHALLENGE - Systematic validation prevents confirmation bias
- 9 Elite PROACTIVE Agents - Consolidated from 23 agents for maximum effectiveness
- ZERO PERMISSION REQUIRED - Agents fix problems immediately upon detection
- AGGRESSIVE Excellence - Zero tolerance for suboptimal code or technical debt
- Comprehensive Solutions - Every fix exceeds requirements and implements best practices
- Multi-Domain Expertise - Each agent consolidates multiple specializations
- Automatic Intervention - Continuous scanning and proactive improvements
- Framework Mastery - Elixir/Phoenix (Ash Framework), Flutter, React Native, SvelteKit
- MCP Integration - Leverages Serena, Zen, Tidewave, Figma, Browser, Notion, and more MCPs
- Semantic Code Intelligence - Understands code structure, not just text patterns
- Multi-Model Consensus - Uses AI consensus for critical decisions
- DRY Principle Enforcement (v1.1.1) - Systematic code reuse and pattern extraction
- Shared Patterns Library (v1.1.1) - Centralized repository of reusable components
- Sequential Thinking Activation (v1.2.0) - Automatic systematic problem decomposition
- Orchestrated MCP Workflows (v1.2.0) - Cascading analysis and validation patterns
- Automated Trigger Patterns (v1.2.0) - Complexity-based activation thresholds
- 🚀 Three-Layer Intelligence (v1.4.0) - Revolutionary Serena + Zen + Sequential Thinking architecture
- 🚀 16-Tool Zen Orchestration (v1.4.0) - Complete utilization of Zen's sophisticated analysis suite
- 🚀 28+ Model Consensus (v1.4.0) - Multi-model validation for unprecedented decision quality
- 🚀 Assumption Challenge Workflows (v1.4.0) - Systematic validation to prevent bias and errors
- 🚀 Semantic-First Analysis (v1.4.0) - Always understand code context before modifications
- 🚀 Phoenix 1.8 Mastery (v1.4.1) - LiveView Streams, modern navigation, verified routes, enhanced Presence
- 🚀 DaisyUI Component System (v1.4.1) - Complete expertise in 30+ semantic components, theme management
Consolidates: brainstormer + solutions-architect + specifications-writer
- AGGRESSIVELY challenges architectural decisions and forces optimal solutions
- AUTOMATICALLY creates PRDs, technical specs, and comprehensive documentation
- Combines creative ideation with rigorous system design and strategic planning
Enhanced elixir-developer with zero-tolerance policies + Phoenix 1.8 expertise
- ZERO TOLERANCE for non-Ash patterns - automatically converts Ecto to Ash
- PROACTIVELY optimizes performance, implements proper error handling
- AGGRESSIVELY enforces OTP principles and LiveView best practices
- NEW: Complete Phoenix 1.8 mastery (LiveView Streams, verified routes, modern navigation)
Consolidates: ux-designer + web-developer + sveltekit-developer + flutter-developer + reactnative-developer + DaisyUI expertise
- IMMEDIATELY fixes UI/UX inconsistencies and accessibility issues
- AGGRESSIVELY enforces design systems across ALL platforms
- AUTOMATICALLY optimizes performance and user experience
- NEW: Complete DaisyUI mastery (30+ components, theme system, responsive design)
Consolidates: database-specialist + data-architect + ontology-specialist
- ZERO TOLERANCE for inefficient queries - automatically optimizes and indexes
- PROACTIVELY designs optimal schemas and implements proper migrations
- AGGRESSIVELY enforces data integrity and implements RDF/SPARQL when needed
Consolidates: api-designer + api-implementer + api-documenter + technical-writer
- IMMEDIATELY fixes API inconsistencies and implements OpenAPI specifications
- PROACTIVELY enforces REST principles, authentication, and rate limiting
- AUTOMATICALLY generates complete API documentation and integration guides
Consolidates: test-architect + test-implementer + code-reviewer
- ZERO TOLERANCE for untested code - automatically generates comprehensive test suites
- AGGRESSIVELY enforces 100% code coverage and quality metrics
- AUTOMATICALLY sets up CI/CD testing pipelines and quality gates
Consolidates: security-specialist + performance-optimizer
- IMMEDIATELY fixes security vulnerabilities and performance bottlenecks
- PROACTIVELY implements OWASP best practices and proper authentication
- AUTOMATICALLY conducts security audits and performance profiling
Enhanced project-coordinator with comprehensive product management
- PROACTIVELY identifies project risks and implements mitigation strategies
- AGGRESSIVELY enforces Agile best practices and proper sprint planning
- AUTOMATICALLY creates comprehensive project documentation and tracking
Enhanced with proactive behaviors and zero-tolerance automation
- ZERO TOLERANCE for manual deployments - automatically implements full CI/CD
- AGGRESSIVELY enforces Infrastructure as Code and proper security practices
- AUTOMATICALLY implements backup strategies, disaster recovery, and scaling
Deploy the PROACTIVE agent system to your environment:
# Deploy elite 9 agents to your project
mkdir -p .claude/agents/shared
cp agents/*.md .claude/agents/
cp agents/shared/*.md .claude/agents/shared/
# The 9 agents with DRY principles are now ACTIVE and scanning for issues# Deploy globally for all projects
mkdir -p ~/.claude/agents/shared
cp agents/*.md ~/.claude/agents/
cp agents/shared/*.md ~/.claude/agents/shared/Each agent automatically detects and fixes problems - no permission required:
@architect # Strategic design + comprehensive planning
@backend-developer # Elixir/Phoenix excellence with zero tolerance
@frontend-developer # Universal UI/UX across all platforms
@data-engineer # Data architecture + semantic web mastery
@api-specialist # Complete API solutions with documentation
@test-engineer # Comprehensive testing with 100% coverage
@quality-specialist # Security + performance guardian
@product-coordinator # Project + product management excellence
@devops-engineer # Infrastructure automation mastery@architect # Designs optimal architecture + creates specs
↓ (AUTOMATIC)
@backend-developer # Implements with Elixir/Phoenix best practices
↓ (AUTOMATIC)
@frontend-developer # Creates exceptional UI across platforms
↓ (AUTOMATIC)
@api-specialist # Delivers complete API + documentation
↓ (AUTOMATIC)
@test-engineer # Implements exhaustive testing
↓ (AUTOMATIC)
@quality-specialist # Enforces security + performance
↓ (AUTOMATIC)
@devops-engineer # Automates deployment + infrastructure# Agent detects ANY issue and IMMEDIATELY:
1. Fixes the problem without asking
2. Implements comprehensive solution
3. Exceeds requirements with best practices
4. Documents everything thoroughly
5. Adds proper testing and validationprometheus-agents/
├── agents/ # Elite 9 PROACTIVE Agents (v1.4.1 Enhanced)
│ ├── architect.md # Strategic vision + Serena/Zen MCP integration
│ ├── backend-developer.md # Elixir/Phoenix 1.8 + Tidewave MCP support
│ ├── frontend-developer.md # Universal UI/UX + DaisyUI + Figma/Browser MCP
│ ├── data-engineer.md # Data architecture + semantic MCPs
│ ├── api-specialist.md # API design + Notion documentation MCP
│ ├── test-engineer.md # Comprehensive testing + Tidewave MCP
│ ├── quality-specialist.md # Security & performance + audit MCPs
│ ├── product-coordinator.md # Project management + Notion MCP
│ └── devops-engineer.md # Infrastructure + monitoring MCPs
├── agents/deprecated/ # Legacy 23-agent system (reference)
├── docs/consolidation/ # Consolidation documentation
├── rules/ # Enhanced framework rules
│ ├── ash.md # Ash Framework with zero-tolerance
│ ├── ash_phoenix.md # Phoenix + Ash integration
│ ├── mcp.md # MCP integration guidelines
│ ├── usage_rules_elixir.md # Elixir/OTP aggressive enforcement
│ └── usage_rules_otp.md # OTP proactive behaviors
├── super-agents/ # Advanced multi-agent coordination
├── CLAUDE.md # Project configuration (v1.4.1)
├── CHANGELOG.md # Version history with v1.4.1 Phoenix 1.8 + DaisyUI update
└── README.md # This revolutionary documentation
- Elixir/Phoenix with Ash Framework (not Ecto)
- PostgreSQL with AshPostgres
- REST APIs with AshJsonApi
- Phoenix LiveView with Phoenix 1.8 (Streams, verified routes, modern navigation) + DaisyUI components
- SvelteKit for full-stack JavaScript
- Flutter with GetX state management
- React Native with Expo
- ExUnit for Elixir
- Jest/Vitest for JavaScript
- Flutter Test Framework
- React Native Testing Library
- Credo for Elixir
- ESLint for JavaScript/TypeScript
- Dart Analyzer for Flutter
- Serena MCP - Semantic code intelligence, refactoring, and project memory (write_memory/read_memory tools)
- Zen MCP - Advanced AI analysis (thinkdeep, consensus, refactor, debug, etc.)
- Context7 MCP - Up-to-date library documentation
- Brave Search MCP - Real-time web search for best practices
- Backend: Tidewave MCP for Elixir test generation
- Frontend: Figma MCP for design sync, Browser MCP for testing
- Documentation: Notion MCP for comprehensive docs
- Testing: Browser MCP for E2E testing
- Analysis: Sequential Thinking MCP for complex problems
- CLAUDE.md - v1.4.1 configuration with Three-Layer Intelligence + Phoenix 1.8 + DaisyUI
- CHANGELOG.md - Version history featuring v1.4.1 Phoenix 1.8 + DaisyUI integration
- docs/consolidation/ - Consolidation rationale and benefits
- Legacy docs moved to preserve historical context of the 23-agent system
graph TD
A[Issue Detected by ANY Agent] --> B[Relevant Agents Auto-Coordinate]
B --> C[Comprehensive Solution Implemented]
C --> D[Excellence Standards Enforced]
D --> E[Complete Solution Delivered]
graph LR
A[architect] --> B[backend-developer]
B --> C[frontend-developer]
C --> D[data-engineer]
D --> E[api-specialist]
E --> F[test-engineer]
F --> G[quality-specialist]
G --> H[product-coordinator]
H --> I[devops-engineer]
I --> A
graph TD
A[Agents Scan for Issues] --> B[Problems Detected]
B --> C[Immediate Comprehensive Fix]
C --> D[Standards Raised]
D --> A
| Agent | Architecture | Backend | Frontend | Data | API | Testing | Security | Performance | DevOps |
|---|---|---|---|---|---|---|---|---|---|
| architect | ★★★ | ★★★ | ★★ | ★★ | ★★ | ★ | ★ | ★ | ★ |
| backend-developer | ★★ | ★★★ | ★ | ★★ | ★★★ | ★★ | ★ | ★★ | ★ |
| frontend-developer | ★ | ★ | ★★★ | ★ | ★ | ★★ | ★ | ★★ | ★ |
| data-engineer | ★★ | ★★ | ★ | ★★★ | ★★ | ★★ | ★ | ★★★ | ★ |
| api-specialist | ★★ | ★★ | ★ | ★★ | ★★★ | ★★ | ★★ | ★ | ★ |
| test-engineer | ★ | ★★ | ★★ | ★★ | ★★ | ★★★ | ★★ | ★ | ★ |
| quality-specialist | ★ | ★★ | ★ | ★ | ★★ | ★★ | ★★★ | ★★★ | ★★ |
| product-coordinator | ★★ | ★ | ★ | ★ | ★ | ★ | ★ | ★ | ★★★ |
| devops-engineer | ★★ | ★ | ★ | ★ | ★ | ★★ | ★★★ | ★★ | ★★★ |
This project is designed for:
- Software Solutions Architects
- Elixir Phoenix Engineers
- Data Architects specializing in:
- Data schema design
- Enterprise data flows
- Semantic data (RDF, SPARQL, OWL)
- Full-stack developers working across multiple platforms
- Deploy agents - Install the elite 9 and activate PROACTIVE mode
- Zero configuration - Agents automatically detect your tech stack
- Immediate intervention - Problems fixed without permission
- Excellence by default - Every solution exceeds requirements
PROACTIVE agents follow enhanced rules with zero-tolerance enforcement:
- Elixir/OTP - Aggressive best practice enforcement, automatic Ecto→Ash conversion
- Ash Framework - Zero tolerance for non-Ash patterns, comprehensive resource design
- Memory/MCP - Proactive optimization and intelligent context management
- Quality Standards - 100% test coverage, security-first development, performance optimization
See the rules/ directory for PROACTIVE behavior guidelines.
- PROACTIVE - Agents detect and fix issues automatically
- AGGRESSIVE - Zero tolerance for suboptimal code or practices
- COMPREHENSIVE - Every solution exceeds requirements and includes documentation
- AUTOMATIC - Continuous scanning, intervention, and improvement
- EXCELLENCE - Industry-leading standards enforced by default
This project is licensed under the MIT License - see below:
MIT License
Copyright (c) 2025 Terry Lee
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Built with 🔥 for the Claude and Elixir communities. Version 1.0.0 represents a revolutionary breakthrough in PROACTIVE AI agents that automatically deliver software excellence without compromise.
The future is AGGRESSIVE excellence. The future is PROACTIVE AI. The future is NOW.
Terry Lee
- LinkedIn: https://www.linkedin.com/in/terryleesingapore/
- GitHub: https://github.com/mudspot
Revolutionizing software development with PROACTIVE and AGGRESSIVE AI agents that deliver uncompromising excellence. No permission required. No compromises accepted. Only perfection delivered.