+ iHj,Rt^RIHt^RIt^RIt^RIHt^RIHtH t H t H t ^RI H t ^RIHtHtHt^RIHtHt^RIHt]P.!R 4t]!R R 44tR R ltRRltRRltRRltR#)aTool-call validation for the conversation turn loop: unknown tool names (with auto-repair and the 3-strike partial exit) and malformed JSON arguments (retry, then recovery tool results). Role alternation is preserved on every path: an invalid batch is answered with tool-role error results (never a user message), and the exits close any open tool-result tail (#48879). Nothing here imports ``agent.conversation_loop`` at module level (cycle). ) annotationsN) dataclass)AnyDictListOptional)append_message)close_interrupted_tool_sequencecoalesce_tool_call_id normalize_provider_tool_call_ids) site_copy stamp_failure)FINISH_REASON_LENGTHzagent.conversation_loopc:]tRt^t$RtR]R&R]R&R]R&RtR #) ToolValidationVerdictuvOutcome of ``validate_tool_calls``. ``action``: ``"ok"`` (dispatch the calls), ``"continue"`` (re-issue the API call — error results / retry state were recorded) or ``"return"`` (terminal partial result in ``result``). ``mixed_invalid_batch`` is True when the batch contains BOTH valid and unknown tool names: only the invalid calls get error results, the valid ones run.stractionOptional[dict[str, Any]]resultboolmixed_invalid_batchN)__name__ __module__ __qualname____firstlineno____doc____annotations____static_attributes__r?/home/ubuntu/.hermes/hermes-agent/agent/turn_tool_validation.pyrrs K $$rrc V^8dQhRRRR/#)namerreturnr)formats"r __annotate__r&)s9999rcF\V4^P8dVR,R,#T#)P:Nr(Nz...)len)r#s&r _preview_namer*)s #D B49u 8D8rcV^8dQhRR/#)r"r$Noner)r%s"r r&r&-s  T rcVF:p\VRRRVPPR\V4RV!V4/4K< R#)zIOne tool-role result per call so every tool_call keeps a matching result.roletoolr# tool_call_idcontentN)rfunctionr#r )messages tool_calls content_fortcs&&& r _append_tool_error_resultsr7-sCx F BKK$$ 1"5 {2 "  rc V^8dQhRRRR/#)r"final_responserr$zdict[str, Any]r)r%s"r r&r&8s  Y\ ao rcl\W4VPW4\RVRVRVRRRRRV/R R4#) uTerminal partial result. Prior retries or an earlier tool batch leave a tool-result tail; close it as interrupt aborts do so the next turn is not tool→user (#48879). This path never reaches finalize_turn, so persist here.r9r3 api_calls completedFpartialTerror truncated)r _persist_sessionr )agentr3conversation_historyapi_call_countr9s&&&&&r _partial_exitrD8sQ$H= 8: .H^U4 D rc8V^8dQhRRRRRRRRRRR R R RR R /#)r"rArassistant_message finish_reasonrr3zlist[dict[str, Any]]rBrCinteffective_task_idr$rr)r%s"r r&r&HsXdd d#&d7:dI]dd/2dGJddrc  aaaaa^RIHoVPpVPoR*RV3RlllpVU U u0uFGqP R4R8XgKV P R4;'gR+Fp \ V 4kK KI p p p VP W{R7\V4\4p VFp V PPS9gK VPV PP4p V 'gKOVPVP R V PP R V R 2R R R 7WPn V P\V 44K ^RIHpV!WV 4VU u.uF5qPPS9gKV PPNK7 pp \%V4;'d;\&;QJdV3RlV4F 'gK R M RM!V3RlV44oS'dF^Vn\+V3RlV44pVP-R\/V^,4 RV R24MV'dV;P(^, un\/V^,4pVP-RV RVP( R24VP(^8dPVP14VPVP R2R R R 7^VnV!R\3WWERV 244#\5W0P7W44\9W7VV3Rl4V!R4#^Vn.oVFp V PP:p\=V\>\@34'd(\BPD!V4V PnK\Ve3\=V\F4'g\GV4;V PnpV'dVPI4'gRV PnK\BPJ!V4K S'EdSUUu0uFwppVkK uppo\&;QJdV3RlV4F 'gK R M RM!V3RlV44pV'dsVPVP RV: R2R R R 7^Vn(VPSV4V\T8Xd \WR 4M \WR!4pV!R\3WWEV44#V;PP^, un(S^,wppVP-R"V R#V 24VPP^8d(VP-R$VPP R%24V!R4#VP-R&4^Vn(\5W0P7W44R'VV3R(llp\9W7V4V!R4#^Vn(V!R)4#uup p iuup i \BPLdgpS'dT PPS9g8SPOT PP\GT434Rp?EKRp?EKRp?ii;iuuppi),u`Validate ``assistant_message.tool_calls`` in place (ids uniquified, names repaired, dict/empty args normalized to JSON strings). Strikes for invalid names advance only when a turn has NO valid call, so a degenerate model still halts at 3; args cut off mid-stream (routers rewrite ``length`` → ``tool_calls``) are refused outright rather than retried.) _invalid_tool_name_error_contentNc$V^8dQhRRRRRR/#)r"rrrrr$rr)r%s"r r&)validate_tool_calls..__annotate__Vs(mmm&>mJ_mrc<\WSR7#))rrr)r)rr_mixed_invalid_batchs&&r _verdict%validate_tool_calls.._verdictVs$FWkllrr. assistantr4)takenu🔧 Auto-repaired tool name: 'z' -> ''T)force diagnostic)record_tool_call_qualityc3T<"TFqPPS9xK R#5iNr2r#.0r6 valid_namess& r &validate_tool_calls..vs!<2%validate_tool_calls..s:;;##;611A1A;Orqrrcontinuez{}c3<"TFcqPPS9gKVPP;'gRP4P R4'*xKe R#5i)N)}])r2r# argumentsrstripendswith)r\r6 invalid_namess& r r^r_sV  KK$4$4 $E L&&,,"446?? K K K sA.A.-A.u>⚠️ Truncated tool call arguments detected (finish_reason=u) — refusing to execute.r?truncated_unreportedu1⚠️ Invalid JSON in tool call arguments for 'z': u🔄 Retrying API call (z/3)...u;⚠️ Injecting recovery tool results for invalid JSON...cV^8dQhRR/#)r"r$rr)r%s"r r&rMs  c rcv<aSPPS9dR#\V3RlS44pRV R2#)z;Skipped: other tool call in this response had invalid JSON.c3f<"TF&wrVSPP8XgK"VxK( R#5irYrZ)r\ner6s& r r^Bvalidate_tool_calls.._json_error_result..s(P%6TQ!r{{?O?O:Oqq%6s1 1zError: Invalid JSON arguments. z_. For tools with no required parameters, use an empty object: {}. Please retry with valid JSON.)r2r#next)r6errinvalid_json_argsrmsf r _json_error_result/validate_tool_calls.._json_error_results?{{}4TP%6PPC1#701 rokrYr),agent.conversation_looprKr4valid_tool_namesgetr _uniquify_tool_call_idsr setr2r#_repair_tool_call_vprint log_prefixaddid-hermes_cli.observability.shared_metrics_modelrWrany_invalid_tool_retriessum_buffer_vprintr*_flush_status_bufferrDr_build_assistant_messager7rj isinstancedictlistjsondumpsrstriploadsJSONDecodeErrorappend_invalid_json_retries_cleanup_task_resourcesrr ) rArFrGr3rBrCrIr4rPmsgr6rS repaired_idsrepairedrWinvalid_tool_calls_n_validinvalid_previewargsrsrr_ _truncated_copy tool_name error_msgrxrKrOrwrmr]s &&&$$$$ @@@@@r validate_tool_callsrHsI"--J((Kmm Cwwv+= "'','--2-B b!- "    !!*!:$Z05L ;;  ; ...r{{/?/?@Hx !1!1 22QRTR]R]RbRbQccijrisstu$(T;#+    B(WU =5?gZr;;CSCS[fCf*"++**Zg 23<2<<<2<<9&'#Q:QQ $]3Ea3H%I$JK! . 2   ##q(#'(:1(=> 5o5FFyz{V{VzWWZ[ \  & &! +  & & ( MMU--..wxAERVM W*+E 'Hm!55o5FG'  x!?!?@Q!ab"    ##"#E{{$$ dT4L ) )$(JJt$4BKK !   JtS$9$9+.t9 4BKK !D4::<<$(BKK !  E JJt $'89'8tq!'89 S   SSS      MM##$%""/!22LNt   +,E '  ) )*; <+8;O*O +&56 Hm!5u'  ##q(#03 9 PQZP[[^_h^ijk  & & *  #;E_ *ht## E)R[[-=-=[-P!(("++*:*:CF)CDD.Q E:s<WW(W8W W W.YY 'AYY )r __future__rrlogging dataclassesrtypingrrrragent.message_metadataragent.message_sanitizationr r r agent.turn_failure_copyr r hermes_constantsr getLoggerloggerrr*r7rDrrrr rsr# !,,1LL<1   4 5     9   dr