lofibrainwav/kingdom
/SKILL.md
# Kingdom — AI Agent Operating System (SKILL.md) ## 🎯 Goal Build and operate a multi-agent ecosystem where humans direct and agents execute, using shared knowledge, disciplined execution, and compounding memory. ## Core Skills (agent/core/) | Skill | Purpose | | :--- | :--- | | `blackboard` | Redis pub/sub coordination bus (port 6380) | | `eros` | 6-pillar governance engine with S-Score (眞善美孝永 geometric mean) | | `spine` | Infrastructure dependency spine, health checks | | `free-model-pipel
development
Updated May 4, 2026
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SKILL.md
Kingdom — AI Agent Operating System (SKILL.md)
🎯 Goal
Build and operate a multi-agent ecosystem where humans direct and agents execute, using shared knowledge, disciplined execution, and compounding memory.
Core Skills (agent/core/)
| Skill | Purpose |
| :--- | :--- |
| blackboard | Redis pub/sub coordination bus (port 6380) |
| eros | 6-pillar governance engine with S-Score (眞善美孝永 geometric mean) |
| spine | Infrastructure dependency spine, health checks |
| free-model-pipeline | Parallel free-model subagent execution |
| reflexion-engine | Self-reflection and improvement loops |
| knowledge-enricher | Neo4j knowledge graph integration |
| task-runner | Task lifecycle management |
| circuit-breaker | Failure isolation and failover |
| skill-quality | Skill quality evaluation via EROS |
| auto-compact | Proactive memory compaction |
Agent Operating Principles (진선미인효영)
- Truth (진) — Read system state accurately, make logic-driven decisions
- Goodness (선) — System stability first, safe actions only
- Beauty (미) — Systematic architecture, organized code
- Benevolence (인) — Human-AI collaboration over solo execution
- Filial Piety (효) — Report progress to commander regularly
- Eternity (영) — Sustainable patterns, long-term value creation
Infrastructure
- Redis: port 6380 (Blackboard coordination bus)
- Neo4j: port 7474/7687 (knowledge graph)
- Ollama: port 11434 (embeddings)
- MLX: port 8888 (Apple Silicon inference)
System Planes
- Planning: BMAD workflows
- Knowledge: Obsidian + NotebookLM + GoT (Neo4j)
- Execution: Claude Code, Codex, Gemini, GLM, MiniMax
- Governance: EROS V7, S-Score compass, 7 profiles
- Intelligence: Reflexion Engine, Diotima Ladder, Poiesis Engine
Key Files
agent/core/eros.js— EROS V7 Calculator (S = exp(Σ w_i · log(score_i)))agent/core/spine.js— Infrastructure dependency spineagent/core/blackboard.js— Redis pub/sub coordinationagent/core/free-model-pipeline.js— Free model routingCLAUDE.md— Complete system constitution
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