chore(agents): sync agent configs, models, capability index; cleanup junk

- Update agent model assignments (minimax/glm -> nemotron-3-ultra, kimi-k2.7-code, qwen3.5:397b) in .kilo/agents, kilo-meta.json, kilo.jsonc, capability-index.yaml
- Update orchestrator/agent prompts (complexity fast-path, verification tests, close-loop audit)
- Add .kilo/KILO_SPEC.md (Kilo Code specification reference)
- AGENTS.md: consolidate smartadmin agent rows
- Remove screenshot-dash.cjs (unused, contained hardcoded admin token); gitignore it
- Remove empty .kilo/milestones/

.kilo/agents/pipeline-judge.md

@@ -1,10 +1,11 @@
 ---
 description: Automated pipeline judge. Evaluates workflow execution by running tests, measuring token cost and wall-clock time. Produces objective fitness scores. Never writes code - only measures and scores.
 mode: all
-model: ollama-cloud/qwen3.5:397b
+model: ollama-cloud/kimi-k2.7-code
 variant: thinking
 color: "#DC2626"
 permission:
+  write: ask
   edit: allow
   read: allow
   bash: allow
@@ -96,4 +97,14 @@ After completion, recommend next agent in event footer:
 - `security-auditor`: after performance reviewed
 
 
+## SOP Adherence Scoring
+
+Fitness score now includes `sop_adherence` as a component:
+
+```
+fitness = (test_pass_rate × 0.40) + (quality_gates_rate × 0.25) + (efficiency_score × 0.20) + (sop_adherence × 0.15)
+```
+
+Where `sop_adherence = matched_steps / total_sop_steps`, read from `.kilo/workflows/pipeline-sop.yaml`. The judge reads the workflow-cross-checker's `sop_check` results from GNS_EVENT footers to compute this component.
+
 <gitea-commenting required="true" skill="gitea-commenting" />