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dafit 7df236b325 feat: Memory Economics + Architecture Alignment (Endgame v6.4)

New formalization:
- memory-economics.md: Slumber-based consolidation, decision trail
  triage, spatial LOD decay, reflex rental, LoRA training cycles

New research seeds (future/):
- spatial-resolution-gradient.md: L0-L5 LOD with S2 cells
- thermodynamic-cognition.md: Lifeforce as Prometheus Joules
- promql-thermodynamic-monitoring.md: Gemini red team queries

Architecture changes:
- Endgame-Vision v6.4: Memory Economics integrated into Slumber section
- Mirror dialectic moved to future/research (not core)
- Big-Picture.md archived (superseded by Endgame-Vision)
- Single source of truth established

Gemini red team alignment complete.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

2026-01-02 01:10:37 +01:00

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PromQL Thermodynamic Monitoring Queries

Source: Gemini Red Team (2026-01-01) Status: Ready for implementation when Prometheus deployed

1. Real-Time JLF per Heartbeat

# Total JLF per heartbeat (sum of GPU and CPU power)
(
  sum(DCGM_FI_DEV_POWER_USAGE) +
  sum(node_rapl_package_watts_total)
) * 1 # Watts * 1 second = Joules

2. Cognitive Waste Heat (Uncertainty Cost)

# Waste Heat: Energy spent on decisions with 'uncertain' ternary status
sum(
  nimmerverse_decision_energy_joules{status="uncertain"}
) /
sum(
  nimmerverse_decision_energy_joules
) * 100

ALERT: >40% = Cognitive Death Spiral

3. Thermodynamic Efficiency (Accuracy-per-Joule)

# Efficiency: Confident Resolutions divided by Total Energy Spend
sum(rate(nimmerverse_decisions_total{status="confident"}[1m]))
/
sum(rate(nimmerverse_lifeforce_joules_total[1m]))

4. Metabolic Slumber Trigger

# Lifeforce Pool Percentage
(nimmerverse_lifeforce_pool_current / nimmerverse_lifeforce_pool_max) * 100

ALERT: <20% for >5 heartbeats = Force slumber

First Boot Monitoring Strategy

JLF/Accuracy ratio — Dropping while accuracy high = Reflex compilation working
Unknown (-) frequency — Should increase during low-LF = Energy > hallucinations
Sim-Tax validation — Virtual acceleration = non-linear JLF spike

TODO: Request Grafana dashboard JSON from Gemini for visualization

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