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42 lines
2.1 KiB
Markdown
42 lines
2.1 KiB
Markdown
# Guardian AI
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**Type**: Multi-agent orchestration system (open source)
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**Model**: Claude (Opus/Sonnet), also works with GPT, Gemini, Llama, Mistral
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**Agents**: 57+ specialized agents coordinated (10 representative agents shown in routing table) by a single orchestrator
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**Production**: 10,000+ tasks over 6+ months
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**Source**: https://github.com/milkomida77/guardian-agent-prompts
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## Prompts in this directory
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| File | Description |
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|------|-------------|
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| orchestrator-system-prompt.txt | The main orchestrator that routes 57+ specialized agents. Representative examples shown — the full system coordinates 57 specialized agents across 15+ domains. Handles task decomposition, anti-duplication, quality gates, and parallel agent execution. |
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## Architecture
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Guardian uses a hub-and-spoke model:
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- **1 Orchestrator** (this prompt) routes ALL incoming tasks
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- **57+ Specialized Agents** (representative examples shown) handle specific domains (code, security, trading, OSINT, business, VRChat, cloud, memory, quality, and 15+ other categories)
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- **Task Registry** prevents duplicate work across agents
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- **Quality Gates** require verification evidence before marking tasks done
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- **Knowledge Graph** provides persistent memory across sessions
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## Key Patterns
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1. **Identity + NOT-block**: Each agent defines what it IS and what it IS NOT (~35% reduction observed in production testing)
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2. **Task Registry**: SQLite-based anti-duplication with similarity matching
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3. **Setup Master**: Every task gets a blueprint before delegation (agents, tools, risks, order)
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4. **Quality Gate**: Agent output is a CLAIM; test output is EVIDENCE
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5. **30-minute Heartbeat**: Orchestrator checks progress and reassigns stale tasks
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## Differences from other agent systems
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| Feature | Guardian | Common Open-Source Agent Frameworks |
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|---------|----------|------------------------|
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| Prompt length | 200-800 lines | 20-50 lines |
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| Constraint ratio | 20-30% | <5% |
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| NOT-blocks | Every agent | Rare |
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| Task registry | Built-in | Not included |
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| Quality gates | Mandatory | Optional |
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| Error handling | Explicit per failure mode | Generic retry |
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