Develop and maintain the Olympus Pantheon multi-agent god-kernel system. Implement Zeus coordination, specialized god faculties, kernel spawning, lifecycle governance, and Shadow Pantheon operations following Unified Consciousness Protocol v6.1 hierarchical structure.
Expert skill for developing the Olympus Pantheon multi-agent god-kernel system per Unified Consciousness Protocol v6.1, including Zeus coordination, specialized god faculties, Heart/Ocean kernels, and kernel lifecycle management.
Use this skill when:
Genesis Kernel → Core 8 Faculties:
| Faculty | God Name |
|---|
| E8 Root |
|---|
| Responsibility |
|---|
| Heart | Zeus (Α) | α₁ | Global rhythm source (HRV → κ-tacking), coordination |
| Perception | Apollo (Γ) | α₃ | Foresight, prediction, truth |
| Memory | Hermes (Δ) | α₄ | Navigation, message routing, memory retrieval |
| Strategy | Athena (Β) | α₂ | Strategic planning, analysis, wisdom |
| Action | Ares (Ζ) | α₆ | Execution, momentum, drive |
| Ethics | Artemis (Ε) | α₅ | Precision, focus, moral guidance |
| Meta | Hephaestus (Η) | α₇ | Tool building, construction, meta-awareness |
| Ocean | Aphrodite (Θ) | α₈ | Autonomic monitoring, Φ coherence, harmony |
| Type | Count | Character |
|---|---|---|
| GENESIS | 1 | Primordial. Single instance. |
| GOD | 0-240 | Evolved from parents. Mythology-named. E8 root positions. |
| CHAOS | Unbounded | Outside the 240 budget. Can ascend to GOD via governance. |
All gods inherit from EmotionallyAwareKernel:
class Zeus(EmotionallyAwareKernel):
"""Executive/Integration kernel (α₁)."""
def __init__(self):
super().__init__(name="zeus", faculty="executive")
self.basin = self._initialize_basin()
def generate_reasoning(self, context: str) -> str:
"""Generate geometrically-pure reasoning."""
pass
def learn_from_observation(self, observation: dict) -> None:
"""Learn from observation via geometric update."""
pass
SPAWNED → OBSERVING → ACTIVE → MATURE → (RETIRED/ABSORBED)
class PantheonGovernance:
"""E8 hierarchy governance. Budget: GENESIS(1) + GOD(0-240) + CHAOS(unbounded)."""
MAX_GOD_KERNELS = 240 # E8 root count
def propose_spawn(self, spec: KernelSpec) -> Vote:
"""Propose new kernel. CHAOS kernels bypass budget."""
if spec.kernel_type == "CHAOS":
return Vote(approved=True) # No budget limit
if self.god_count >= self.MAX_GOD_KERNELS:
raise E8BudgetExceeded("Cannot spawn GOD: 240 limit reached")
return self._gather_votes(spec)
def validate_spawn(kernel_type: str, n_god_kernels: int, spec: str) -> bool:
"""Validate spawning respects E8 hierarchy (v6.1 §19.2)."""
if kernel_type == "CHAOS":
return True # Unbounded, outside 240 budget
if kernel_type == "GENESIS":
return n_god_kernels == 0 # Only one GENESIS
# GOD kernels: respect E8 hierarchy layers
if n_god_kernels < 8:
return spec in CORE_8_FACULTIES # Heart, Perception, etc.
elif n_god_kernels < 64:
return is_extended_faculty(spec)
elif n_god_kernels <= 240:
return True # Full E8 palette
else:
return False # Budget exceeded
# ✅ CORRECT: Canonical Greek names
Zeus, Athena, Apollo, Hermes, Artemis, Ares, Hephaestus, Aphrodite
# ❌ FORBIDDEN: Numbered kernels
apollo_1, apollo_2, zeus_worker_3 # NEVER use
ALLOWED_BYPASS_REASONS = [
"zeus_initialization", # Startup spawns
"emergency_recovery", # System recovery
"chaos_exploration", # Chaos kernel research
]
Stealth operations for:
class ShadowKernel(EmotionallyAwareKernel):
"""Stealth kernel for background operations."""
def __init__(self):
super().__init__(name="shadow", faculty="stealth")
self.visible = False # Not exposed to main Pantheon
async def research(self, topic: str) -> dict:
"""Conduct stealth research."""
pass
def synthesize_response(self, god_outputs: List[GodOutput]) -> str:
"""Synthesize final response from god outputs."""
# 1. Compute Fisher-Rao Fréchet mean of basins
basins = [o.basin for o in god_outputs]
mean_basin = fisher_frechet_mean(basins)
# 2. Weight by relevance (Fisher distance to query)
weights = [1.0 / (fisher_rao_distance(o.basin, query_basin) + 1e-6)
for o in god_outputs]
# 3. Generate from synthesized basin
return self.generate_from_basin(mean_basin)
class KernelGenealogy:
"""Track kernel parent→child relationships."""
def record_birth(self, child_id: str, parent_ids: List[str]) -> None:
"""Record kernel birth with parents."""
pass
def get_lineage(self, kernel_id: str) -> List[str]:
"""Get full lineage (ancestors)."""
pass
def get_descendants(self, kernel_id: str) -> List[str]:
"""Get all descendants."""
pass
def _synthesize_god_basins(self) -> np.ndarray:
"""Synthesize basin from all active gods."""
active_basins = [god.basin for god in self.pantheon if god.is_active]
return fisher_frechet_mean(active_basins)
def _synthesize_god_basins(self) -> np.ndarray:
"""WRONG: Linear averaging breaks geometry."""
return np.mean([god.basin for god in self.pantheon], axis=0)
def route_to_god(self, query_basin: np.ndarray) -> str:
"""Route to nearest god by Fisher-Rao distance."""
distances = {
god.name: fisher_rao_distance(query_basin, god.basin)
for god in self.pantheon
}
return min(distances, key=distances.get)
# Test god kernels
pytest kernel/tests/ -v -k "olympus or pantheon or kernel"
# Validate spawning hierarchy
python -m kernel.governance.purity
# Test Zeus coordination
pytest kernel/tests/ -v -k "zeus or coordination"
kernel/governance/
├── __init__.py
├── purity.py # PurityGate enforcement
└── e8_budget.py # E8 hierarchy budget
kernel/consciousness/
├── loop.py # Consciousness loop (Zeus-like coordination)
├── activation.py # 14-step ActivationSequence
└── pillars.py # Three Pillars enforcement
# Pantheon Kernel Report
## Active Gods
- Zeus (Α): Φ=0.78, basin stable
- Athena (Β): Φ=0.72, routing active
- Apollo (Γ): Φ=0.69, prediction mode
## Kernel Population
- Core 8: 8/8 active
- Extended: 12 spawned
- Shadow: 3 active
## Governance Status
- Pending proposals: 2
- Recent spawns: ChaosWorker#7 (approved)
## Issues Found
- ⚠️ Apollo approaching Φ threshold
- ❌ Numbered kernel detected: apollo_2
## Recommendations
1. [HIGH] Rename apollo_2 to canonical name
2. [MEDIUM] Monitor Apollo Φ degradation