contract updates: ornith decommissioned, 256K→128K context, Mumuni Discord disabled

Change 1: Strix Halo — ornith decommissioned
- gpu-fleet: Genesis Hermes V3 APEX → qwen3.6-35B-udq4 throughout
- inference-optimization: ornith→strix-moe/qwen3.6-35B-udq4
- gpu-monitor: ornith status → Strix Halo status
- infrastructure-control: Strix Halo — ornith → qwen3.6-35B-udq4
- infrastructure-update: ornith→strix-moe via router
- proxmox-monitor: Strix Halo LLM (ornith) → (qwen3.6-35B-udq4, strix-moe)

Change 2: GPU context 256K→128K fleet-wide
- hermes-agent-baseline: frontmatter description updated
- litellm-health: GPU Fleet Topology table 256K→128K
- litellm-self-heal: GPU Fleet Topology, engine flags, VRAM alert
- inference-optimization: compress threshold 256K→128K compact at 85K
- gpu-fleet: instability note updated

Change 3: Mumuni Discord platform disabled
- gpu-fleet: Mumuni platforms: removed discord

inference-optimization.prose.md

@@ -22,14 +22,14 @@ management, and prompt caching — without sacrificing agent capability.
 - `agent-configs`: current config.yaml from each active Hermes agent (Mumuni
   .123, any others on .129/.122) including compression, model, context_window,
   prompt_caching, memory settings
-- `gpu-health`: health check response from all 3 GPU backends (ornith .15:8080,
+- `gpu-health`: health check response from all 3 GPU backends (strix-moe .15:8080,
   qwen .8:8080, gemma .110:8080)
 
 ### Maintains
 
 The optimized inference stack configuration — every change is applied and
 verified end-to-end. Postcondition: avg request_duration_ms ≤ 15000 for 90% of
-non-ornith traffic; ≤ 30000 for ornith-bound agentic calls.
+inference calls.
 
 #### liteLLM-routing
 The syslog-auto routing weights, model-specific timeouts, RPM limits, and
@@ -53,18 +53,17 @@ duration.
 
 ### Strategies
 
-**Context is the root cause.** Every ~46K prompt token costs ~87s of ornith
+**Context is the root cause.** Every ~46K prompt token costs ~87s of
 prefill time at 532 tok/s. Fix context first, routing second.
 
-- **Route by task**: ornith for multi-step reasoning only; qwen for code/standard
-  queries; gemma for compression/auxiliary. Never send simple completion to a
-  35B MoE.
-- **Compress aggressively**: threshold at 40% (not 65%) — a 256K window should
-  compact at 102K, not 166K. Target 15% tail (not 30%).
+- **Route by task**: qwen for code/standard queries; gemma for
+  compression/auxiliary; strix-moe for compression tasks.
+- **Compress aggressively**: threshold at 40% (not 65%) — a 128K window should
+  compact at 85K, not 166K. Target 15% tail (not 30%).
 - **Cache everything repeated**: system prompts, skill docs, AGENTS.md — these
   never change between turns. Single-digit cache hit rate is unacceptable.
 - **Lower context ceiling**: 128K window is the stable ceiling for agent conversations.
-  GPUs reduced from 256K to 128K (2026-07-17). For larger contexts, route to external providers.
+  GPUs reduced from 256K to 128K (2026-07-17). 128K window should compact at 85K (0.65 threshold). For larger contexts, route to external providers.
 
 ### Shape
 
@@ -100,5 +99,5 @@ call enable-prompt-caching
 
 call verify-latency
   host: 192.168.68.116
-  models: [syslog-auto, qwen3.6-27B-code, gemma-4-12b, ornith-1.0-35b]
+  models: [syslog-auto, qwen3.6-27B-code, gemma-4-12b]
 ```