Update README.md

Author: rootkiller6788

README.md

@@ -99,21 +99,49 @@ cargo run --manifest-path .\Cargo.toml -- crawl status --anchor-id cli:focus
 │              AutoLoop Core Loop              │
 └──────────────────────────────────────────────┘
 
-User Intent
-    ↓
-Understand
-    ↓
-Plan
-    ↓
-Execute (Guarded)
-    ↓
-Verify
-    ↓
-Learn
-    ↓
-Evolve
-    ↓
-Repeat ↺
+[User Intent]
+     |
+     v
+[Requirement Clarification Agent]
+     |
+     v
+[Policy & Rule Engine] --reject/revise--> [Clarification]
+     | approve
+     v
+[Orchestrator / Planner-Critic-Judge]
+     |
+     v
+[Capability Catalog Selector]
+(only active + verified + trusted)
+     |
+     v
+[Runtime Kernel Guard]
+(identity/tenant + budget/token + timeout + sandbox + breaker)
+     | pass                               | block/fail
+     v                                    v
+[Execution Pools] ------------------> [Recovery/Degrade/Retry]
+     |
+     v
+[Verifier & Audit Pipeline]
+     | pass                              | reject
+     v                                   v
+[Learning Proposal Builder]          [Back to Plan]
+     |
+     v
+[Learning Gate (Verifier)]
+     | promote                           | rollback
+     v                                   v
+[Memory + GraphRAG Update]        [Keep Previous Skill]
+     |
+     v
+[Routing/Prompt/Capability Strategy Update]
+     |
+     v
+[Observability + Reports + Replay]
+     |
+     v
+[Next Iteration (Repeat)]
+
 ```
 
 ## Why AutoLoop (3 Core Differentiators)