feat(agent): add bounded Jev tool recovery advice

crates/openhuman-core/Cargo.toml

@@ -183,6 +183,7 @@ tinyinference-voice = { path = "../../vendor/tinyagents/vendor/tinyinference/cra
 # No `[patch.crates-io]` entry: the crate is not published, so the path is the
 # whole address — the same arrangement as `tinyhumans-sdk` and the `-bus`
 # crates. After cloning: `git submodule update --init --recursive vendor/`.
+tinytools-jev = { path = "../../vendor/tinyagents/vendor/tinytools/crates/tinytools-jev" }
 tinytools = { path = "../../vendor/tinyagents/vendor/tinytools/crates/tinytools" }
 tinytools-agent = { path = "../../vendor/tinyagents/vendor/tinytools/crates/tinytools-agent" }
 tinytools-std = { path = "../../vendor/tinyagents/vendor/tinytools/crates/tinytools-std" }

crates/openhuman-core/src/agent/tinyagents/harness_assembly.rs

@@ -245,6 +245,7 @@ pub(super) fn assemble_turn_harness(
     }
 
     // Capture context settings before `install` consumes `context_mw`.
+    let recovery_config = context_mw.runtime_config.clone();
     let autocompact_enabled = context_mw.autocompact_enabled;
     let compaction = context_mw.compaction;
     // Captured for the same reason `autocompact_enabled` is — `install` consumes
@@ -313,7 +314,10 @@ pub(super) fn assemble_turn_harness(
     // Repeated failures stop the run using each tool's declared side effects.
     let repeated_failure = handle.as_ref().map(|handle| {
         let (t, halt) = (REPEATED_TOOL_FAILURE_THRESHOLD, halt_summary.clone());
-        let mw = middleware::RepeatedToolFailureMiddleware::new(handle.clone(), t, halt);
+        let mut mw = middleware::RepeatedToolFailureMiddleware::new(handle.clone(), t, halt);
+        if let Some(config) = &recovery_config {
+            mw = mw.with_recovery(config);
+        }
         Arc::new(mw.with_tool_facts(middleware::tool_sets_lookup(tool_sets.clone())))
     });
     if let Some(mw) = &repeated_failure {
@@ -350,6 +354,10 @@ pub(super) fn assemble_turn_harness(
             &session_deferred,
         );
 
+    if let Some(mw) = &repeated_failure {
+        mw.set_recovery_registry(harness.tools(), tool_policy.as_ref().map(|p| &p.session));
+    }
+
     // SHADOW tool-exposure layer (issue #4249, 01.3 — dynamic exposure). Compose
     // the OpenHuman exposure policy as a crate-native selection layer
     // (ToolAllowlistMiddleware + a ContextualToolSelectionMiddleware built via

crates/openhuman-core/src/agent/tinyagents/middleware.rs

@@ -36,6 +36,8 @@ mod loop_guards;
 mod memory_pack;
 mod nudge_injector;
 mod packed_tool_route;
+mod recovery_advice;
+mod recovery_telemetry;
 mod repeated_failure;
 mod research_budget;
 mod shell_turn_budget;