)jodZddlmZddlZddlZddlZddlZddlZddlZddl Z ddl Z ddl Z ddl m Z mZmZmZddlmZddlmZddlmZmZddlmZdd lmZdd lmZdd lmZdd l m!Z!m"Z"m#Z#m$Z$m%Z%m&Z&m'Z'm(Z(m)Z)dd l*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0ddl1m2Z2ddl3m4Z4ddl5m6Z6ddl7m8Z8ddl9m:Z:m;Z;ddlm?Z?ddl@mAZAddlBmCZCmDZDejEeFZGdZHdd$ZLd?d'ZMd@d)ZNdAd*ZOdBd+ZPd,ZQdCdDd0ZR dEdFd:ZSd;gZTdS)GuThe agent conversation loop — extracted from ``run_agent.AIAgent``. This is the biggest single chunk pulled out of ``run_agent.py``: the roughly 3,900-line :func:`run_conversation` body that drives one user turn through the agent (model call, tool dispatch, retries, fallbacks, compression, post-turn hooks, background memory/skill review nudges). The function takes the parent ``AIAgent`` instance as its first argument (``agent``) and accesses its state via attribute lookup. ``_ra().AIAgent.run_conversation`` is now a thin forwarder. Symbols that production code or tests patch on ``run_agent`` directly (``handle_function_call``, ``_set_interrupt``, ``OpenAI``, ...) are resolved through :func:`_ra` so those patches keep working. ) annotationsN)AnyDictListOptional)_summarize_user_message_for_log) KawaiiSpinner)FailoverReasonclassify_api_error)IterationBudget)build_turn_context)TurnRetryState)build_memory_context_block) _repair_tool_call_arguments_sanitize_messages_non_ascii_sanitize_messages_surrogates_sanitize_structure_non_ascii_sanitize_structure_surrogates_sanitize_surrogates_sanitize_tools_non_ascii_strip_images_from_messages_strip_non_ascii)MINIMUM_CONTEXT_LENGTHestimate_messages_tokens_roughestimate_request_tokens_rough&get_context_length_from_provider_error(parse_available_output_tokens_from_errorsave_context_length)_install_safe_stdio)apply_anthropic_cache_control)jittered_backoff)has_incomplete_scratchpad)estimate_usage_costnormalize_usage)PARTIAL_STREAM_STUB_ID)set_session_context)set_current_write_origin)base_url_host_matchesenv_var_enabledz3Operation interrupted: waiting for model response (agentrrequest_tokensintreturn Optional[str]ct|ddsdSt|dd}t|tr|dkrdS|tkrdSt|ddpd}t|ddpd }t|d dpd }t t|ddpg}t d ||||t||t|d dpd d|d|ddtddS)zIReturn a user-facing error when Ollama is loaded with too little context.toolsN_ollama_num_ctxrmodelthe selected modelbase_urlzunknown base URLproviderunknownzOllama runtime context too small for Hermes tool use: model=%s provider=%s base_url=%s runtime_context=%d minimum_context=%d estimated_request_tokens=%d tool_count=%d session=%s session_idnonezOllama loaded `z ` with only ,z6 tokens of runtime context, but Hermes needs at least a tokens for reliable tool use. Increase the Ollama context for this model and restart/reload the model before trying again. A known-good starting point is 65,536 tokens. In Hermes config, set `model.ollama_num_ctx: 65536` (and `model.context_length: 65536` if you also override the displayed model context). If you manage the model through an Ollama Modelfile, set `PARAMETER num_ctx 65536` there instead.)getattr isinstancer,rlenloggerwarning)r*r+ runtime_ctxr2r5r6 tool_counts --provider . )rdrTrar(rJappendjoin)rIr6r5r2provider_label model_labelliness rB_billing_or_entitlement_messagerns (335(444n"++--H1HN;B%%''?+?K ; ;,7 ; ; ; H  ESR00/BBS QRRR LLbccc 99U  rDct||||}|sdS|D]#}||jd|d$dS)NrIr6r5r2FrWTrX)rnrZr[r\)r*rIr6r5r2rSr]s rB&_print_billing_or_entitlement_guidancerqs. G u""$$GG )99499 FFFF 4rDc ddlm}|d}|jdurdS|dS#t$rYdSwxYw)zFRefresh Nous runtime credentials after a fresh paid-entitlement check.r)rMTrNFrX)rPrMpaid_service_access$_try_refresh_nous_client_credentialsrQ)r*rMrRs rB._try_refresh_nous_paid_entitlement_credentialsrus HHHHHH33EEE  +4 7 7599:    uus55 AAc d}d}|r|jr |j|j}|'|d}|d}n |dkrd}n|}d}n8#t$r+}t d|j|Yd}~nd}~wwxYw|r ||_dS|r%|d vr!t d |j||||_ d d l m }|d |j|j t|ddpdn2#t$r%}t d|Yd}~nd}~wwxYw d dl m} | |n,#t$rt ddYnwxYw|jra |j|j|jdS#t$r,}t d|j|Yd}~dSd}~wwxYwdS)u_Restore the cached system prompt from the session DB or build it fresh. Mutates ``agent._cached_system_prompt`` and persists a freshly-built prompt back to the session DB on first build. Extracted from ``run_conversation`` so the prefix-cache restore path can be tested in isolation. Three-way state distinction for the stored row, surfaced via logs so silent prefix-cache misses are visible in ``agent.log``: * ``missing`` — no session row yet (legitimate first turn). * ``null`` — row exists, ``system_prompt`` column is NULL. Legacy session predating system-prompt persistence, or a migration leftover. Warns when ``conversation_history`` is non-empty. * ``empty`` — row exists, ``system_prompt`` column is the empty string. Indicates a previous-turn write that ran but stored nothing (silent persistence bug). Always warns. * ``present`` — row exists with a usable prompt → reused verbatim. Read or write failures against the session DB log at WARNING (not DEBUG) so persistent issues (disk full, schema drift, lock contention) surface without needing verbose mode. This used to be a debug-level log that silently broke prefix-cache reuse on the gateway path (which constructs a fresh ``AIAgent`` per turn and depends on this DB roundtrip). Nmissing system_promptnullr3emptypresentuSession DB get_session failed for system-prompt restore (session=%s): %s. Falling back to fresh build — prefix cache will miss for this turn.)ryrzzStored system prompt for session %s is %s; rebuilding from scratch this turn. Prefix cache will miss until the rebuild persists. Investigate the previous turn's update_system_prompt write path.r) invoke_hookon_session_startplatform)r8r2r~z on_session_start hook failed: %s)seed_credits_at_session_startz*cold-start credits seed failed (fail-open)T)exc_infozSession DB update_system_prompt failed for session %s: %s. Subsequent turns will rebuild the system prompt and miss the prefix cache.) _session_db get_sessionr8getrQr>r?_cached_system_prompt_build_system_prompthermes_cli.pluginsr|r2r;agent.credits_trackerrdebugupdate_system_prompt) r*system_messageconversation_history stored_prompt stored_state session_row raw_promptexc _invoke_hookrs rB_restore_or_build_system_promptrs6ML 1 +778HIIK&(___== %#)LL2%%#*LL$.M#,L    NN1 #          '4#  0A A A  /  l    #("<"<^"L"LE @BBBBBB '+UJ55;      @@@93????????@RGGGGGG%%e,,,, RRR AD QQQQQR      2 253CUE` a a a a a    NN) #             sZAA B "!BB 0D D=D88D=E&E<;E<%F.. G$8!GG$is_partial_stub dropped_toolsOptional[List[str]]c`|r%|r#d|dd}d|dS|r dS dS)N, z"[System: Your previous tool call (aF) was too large and the stream timed out before it could be delivered. Do NOT retry the same tool call with the same large content. Instead, break the content into multiple smaller tool calls (e.g. use multiple patch calls or write smaller files). 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Finish the answer directly.])rj)rr tool_lists rB_get_continuation_promptrTsp = IImBQB/00  0 0 0 0     +   I  rD user_messagerrList[Dict[str, Any]]task_idstream_callbackOptional[callable]persist_user_messageDict[str, Any]cN123456789t||||||ttttt t t}|j}|j }|j } |j }|j } |j } |j} |j} |j}|j}|j}d}d}d}d}d}d}d}g}d}d}jdkr||| | |S|jkrjjdksjprjjr"d}d }jsd on|d z }|_d |jrd_nTj s;d }js0djj!djj"don=j#" g}tItK| D]\}}|&ddkr|&drtO| |z }i3| |dD]N}|&ddkrn2|&d} | r|&dd3| <O3fd|dD}n#||n3#tP$r&}!tR*d||!Yd}!~!nd}!~!wwxYwj+dkrdj,vrxj-d z c_-.}"|"rud}#t_tO| d z ddD]}$| |$}%ta|%tbr|%&ddkrddl2m3}&|&|"}'|%&dd}(ta|(thr |(|'z|%d<nB |(rtk|(ng})|)6d|'d|)|%d<n#tP$rYnwxYwd}#tR*d|$n|#sqtod d}*|*<|*5j8rj8d!z|"z_8n|"_8dddn #1swxYwYn"tod"d}(|(r|(d!z|"zn|"_8tod#dptsj:tv}+<| |+j=$},|,dkr|+>d%|,j=pd&?| }-|-dkr|+>d'|-j=pd&g}.tI| D]h\}/}0|0@}1|/| kr|0&dd(krg}2|r&t|}3|3r|26|3|r|26||2rI|1&dd}4ta|4thr|4d)zd)B|2z|1d<C|0|1d*|1vr|1Dd*d+|1vr|1Dd+|1Dd,dErF|1jG-|.6|1j| pd}5jHr|5d)zjHzI}5|5r d.|5d/g|.z}.jJrj|.r!|.d&dd.krd nd}6tIjJD]0\}/}7|.K|6|/z|7@1jLrt|.jNjO0}.P|.}.Q|.}.|.D]G}8ta|8&dthr|8dI|8d<H|.D]}8|8&d}9|9sg}:|9D]Ր8ta8tbrd18vr tjS8d1d2};i8d1i8d1d2tjT|;d3d4ii8nR#tP$rEt8d1d28d1&d5d68d1d2<YnwxYw|:68|:|8d<t|.td7|.D}t|>}?|?rl|?}d}d9}| 6d|d/\d:|d z}|_ j]n#tP$rYnwxYwgn>d9js^d!j_d;|djd<^j_d=tO|.d>|=d?d@|djjGjopd||||[| tjG|jojtodd}|j#xjt|jz c_|j_|j_jrj=r jsjj=|j|j|j|j|j|jt|jnd|j|jjoj|jdkrdndjGd n:#tP$r-}tR*dj=||Yd}~nd}~wwxYwjjr8tsj*d|dd?d|dd?d|dd?|j}|j}|d}|s|rIjsB|dkr ||z dznd}^j_d|d?d|d?d|dd|d?d d|F_jodPkr# dd!lpm}|n#tP$rYnwxYwd"|d#,n#t$r9r9dd9jeredtjk|Cz }^j_d$dۦx| |d}t|dd%}Y+ntP$+r}9r9dd9jeredta|tr.tod&dd'krti|}d(|vpd)|v}d*|vpd+|vo| }t| }ta|.tjrt|.rd}ta|Jtbrt|Jrd}tatod,dtjrtjJrd}|s|rExjd z c_|rsd-nsd.Yd}~p|rd_}t| }ta|.tjrt|.ta|Jtbrt|Jd}tatod,dtjrtjJ}d}tatod/dtjrtjZ}d}ta| thr!t| }|| kr |} |_d}tatod0dthr)tjH}|jHkr |_Hd}d}tatod1dtbrj&d2nd}ta|tbrt|}d}toddpd}|rta|thrt|}||kr|_tatod1dtbr |jd<tod~d#t+jdr |j_d}^j_d3dۦxjd z c_|p |p|p|p|p|}|r!^j_d4dۦn ^j_d5dۦYd}~nd} tito|d6dpto|ddpti|}n#tP$rYnwxYwto|d7d}d8}|2t2fd9|D}|dupd:tG|cxkod;knc}todndSzdۦYd}~ to|d7d}|}tod?d}|rto|d@dAndA}t|todhdpdtodgdpd|=||.rtO|.ndB}tR*dC|jj|j|j|j|j|j| | |K||C|Jt|j;ti|||D|E|j|jj |jtjkryttodhdpdtodidpdrF|Fjs>d|F_t r&^j_dDdۦYd}~"m||Fj|j|E\}|F_|rYd}~"|jtjkrg|Fjs_d|F_ |.r&^j_dFdۦYd}~#tR>dG|jtj krg|Fj s_d|F_  |.r&^j_dHdۦYd}~#tR>dI|jtj krjdkrjr|Fjsd|F_todJdspd_ jn#tP$rYnwxYw^j_dKdۦYd}~$YjdXkrkjodLvra|dMkrZ|FjsRd|F_dۦr3jodNkrdOndP}sdQ|dRYd}~$ωjdSkrjodPkr|dMkr|Fjsd|F_dۦrt/j_dTYd}~%7ddUlm}|}d} to|d6dpto|dVd}|ti|¦ddW}n#tP$rYnwxYwt/j_dX|rt/j_dY|t5dZst/j_d[t/j_d\t/j_d]t/j_d^t/j_d_|d`t/j_dajodbkrH|dMkrA|Fjs9d|F_rsdcYd}~&҉jdkr9|dMkr1t+ddr|Fjsd|F_ddelm}ddfl m!}"rt/j_dgYd}~'Pj#}Őt/j_dh||ŦrLt/j_dit/j_djt/j_dkn||Ŧrdlndm}Ɛt/j_dn|ƛt/ta|thr+tO|Ŧdokrj_dp|ddod<n j_dqt/j_d\ddUlm}|}t/j_dr|dst/j_dt|dut/j_dvt/j_dwt/j_dxt/j_dy|jtj$kr|Fj%sd|F_%d}|.D]8}ta|tbr!dz|vr|Ddzd|d z }nj9^j_d{dۦtRd|j_|ǦYd}~)|jtj&kr|Fj'sωjdXkrĐtetod}drtd~| Drd|F_'(| }ȉ^j_d|Ȑdd|d^ddۦtRdj_|Ȑd|d^Yd}~*|jtj)kr|Fj*sd|F_* ddl+m,}|ɉjZ\}}n;#tP$r.}tRdj_|̦d}Yd}~nd}~wwxYw|rL^j_d|˛ddۦtRdj_|˦Yd}~+tRdj_|Dd z }Dtjk|Cz }͉d|Dd|Edt|j;}ti|6-|}tRd|D|E|Ή|Ϧtodhd}todid}4todgd}|rd|dnd}҉sd|Dd|Ed|Λ|қsd|Лd|ћsd|4sd|ϛ|rP|d;krIto|d6d}|rti|ddnd}|rsd|ӛsd|ddtO|.d|=d?dL.rnd6vrhsd|ћdj/r,sdsdsd|ћjr^j_ddۦx| |d|Λdti|dޝ| |dddߜcYd}~Sto|d7d}tj0tj1tj2h}|j|vrtoddsw^j_ddۦ^j_ddۦtRj_d|jjdx| || d|dddddcYd}~S|jtj0kr/dA}Չj}|j}||kr|֐3jG|Չjtoddjojt+|֐drd|_d|_sd|d?d|d?dL|d z }||GkrtO| }؉4| ||=| \} } d}tO| |ks||krDtd|d?d|d?dtjd'd|F_5Yd}~n|jtj6tjhv}|rωjtOjkrt7j8jotodid}|sp|jtjkrtdntdu|jwrd}Dd}d|F_vYd}~1|rjodPkr|jtj6kr|sd} ddlpm9}ܐm:}to|dVd}|rto|ސddnd}||߉j;}|r|||ntR>dn#tP$rYnwxYw|r|E}DYd}~2|jtj1k}|dkrtajthrdjvr^j_ddۦ^j_ddۦ^j_ddۦ^j_ddۦ^j_ddۦ|r|d z }||Gkrw^j_d|Gddۦ^j_ddۦtRj_d|Gdx| || d|d|GdÝddddĜcYd}~Std|d|Gd<tO| }؉4| ||=| \} } d}tO| |krOtd|؛dtO| dǝtjd'd|F_5Yd}~nw^j_dȝdۦ^j_ddۦtRj_dɝx| || d|dddddĜcYd}~S|jtj2k}|rʉj}|j}אty6}|td |dz }|_sd|d?d|d?d|d?d|d z }||Gkrw^j_d|GdÝdۦ^j_ddۦtRj_d|Gdx| || d|d|GdÝddddĜcYd}~Sd|F_5Yd}~nt{6|צ}todhdpd}todidpd>d}|dvp|栐dҦ}|o |duodӐ6v}|䁢sd|d?d|d?d|֐3jG|jtoddjojt+|֐drd|_d|_sd|d?d|d?dLn;|rsd|d?dםnsd|d?dם|d z }||Gkrw^j_d|GdÝdۦ^j_ddۦtRj_d|Gdx| || d|d|GdÝddddĜcYd}~Std|=d?d|d|GdםtO| }؉4| ||=| \} } d}tO| |ks|rh||krbtO| |kr,td|؛dtO| dǝtjd'd|F_5Yd}~ n%w^j_d۝dۦ^j_dܝdۦtRj_d|=d?dޝx| || d|d|=d?dddddĜcYd}~Sta|tJtHfota|ttj?f o{ta|tjA o^ta|tHoGdti|vo#dti|v }|pf|j o^|j oV|jtj6tjBtj2tj1tj0tj$hvo| }|r9rI|jtjCkrtdntd|durd}Dd}d|F_vYd}~<|J|Jd|w|jtjCkr.\d-|n0\d|dƉ-|^j_d|ddۦ^j_d|Лd|ћdۦ^j_d|4dۦ|jDs|jtjkr|jtjkr&td|ti|4|ѐrn|dPkrt5dZrn|Аdvr|dMkr|Аdkr^j_ddۦ^j_ddۦ^j_ddۦ^j_ddۦn!|АdNkrB^j_ddۦ^j_ddۦn؉^j_ddۦ^j_ddۦ^j_ddۦ^j_ddۦta|thr|ѐFdrh^j_d|ћddۦ^j_ddۦ^j_d|ћddۦnÉ^j_ddۦ^j_ddۦ^j_d|ћd6dۦtti|4dr ^j_ddۦn ^j_ddۦ|jtjCkr^j_ddۦ^j_ddۦ^j_ddۦ^j_d dۦtRj_d ||d:kr<|=d kstO|.d kr!^j_d dۦnx| ||jtjCkr0-|}d|d}|| |ddd|dWcYd}~Sd| |ddti|dWcYd}~S|D|Ekr|Fjvs)H||D|Erd|F_vd}DYd}~Artd|Edurd}Dd}d|F_vYd}~BAw-|}d}|jtjkra\d|td|ti|4|ѐ}td|ti|4|ѐn=|r\d|Ed|n\d|Ed|^j_d|dۦto|d7d ot6fddD}|r@^j_ddۦ^j_ddۦtRdj_|E|||tO|.|=d?|J|Jd|x| ||jtjkrd|}|r|d)|z }n d|Ed|}|r|d z }|| |dd||jjd!cYd}~Sd}|rtoto|dVddd}|r{t+|d"ri|&d#p|&d$}|r; 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Try again after the reset, or add a fallback provider in config.yaml.)final_responser api_calls completedfailederrorcodex_responses) allow_stream)apply_llm_request_middleware) rturn_idapi_request_idr8r~r2r6r5api_modeapi_call_count)has_hookr|pre_api_requestrinputrrrr8rrr~r2r6r5rrrequest_messages message_countrAapprox_input_tokensrequest_char_count max_tokens started_atmiddleware_tracerequestHERMES_DUMP_REQUESTS preflight)reasoncvrddjrddSdS)Nr3)rthinking_callback)r*thinking_spinnersrB _stop_spinnerz'run_conversation.._stop_spinnersT'0(--b111+/(.4//3333344rD_disable_streamingz copilot-acpz acp://copilotz acp+tcp://)Mockclientc`r|S|S)N)on_first_delta)!_interruptible_streaming_api_call_interruptible_api_call)next_api_kwargsr_use_streamingr*s rB_perform_api_callz+run_conversation.._perform_api_callsD%$FF+M G  !88IIIrD)run_llm_execution_middleware) original_requestrrrr8r~r2r6r5rrru⏱️ API call completed in z.2fszN/AzAPI Response received - Model: z , Usage: usagezresponse is Nonestatus>r cancelledrrSzResponses API returned status ''z>Codex response status='%s' (error=%s). Routing to fallback. %szresponse.status=z: output_textzaCodex response.output is empty but output_text is present (%d chars); deferring to normalization.incomplete_detailszeCodex response.output is empty after stream backfill (status=%s, incomplete_details=%s, model=%s). %sz api_mode=z provider=zresponse.output is emptyanthropic_messagesz/response.content invalid (not a non-empty list)bedrock_conversez/Bedrock response invalid (no output or choices)choicesz#response has no 'choices' attributezresponse.choices is Nonezresponse.choices is emptyInvalidAPIResponserzInvalid API responsecodeinvalid_response) rrrrapi_start_time api_kwargs error_type error_message status_code retry_count max_retries retryableru<⚠️ Empty/malformed response — switching to fallback...Unknownmetadata provider_namezmodel=cni|]2\}}|d|t|dd3S)_Nd) startswithrJ)rkvs rB z$run_conversation..sA%r%r%r$!Q`a`l`lmp`q`q%raQ%r%r%rrDz*Response attributes for invalid response: i z-upstream provider timed out (Cloudflare 524, z.0fzs)izupstream gateway timeout (504, iz'rate limited by upstream provider (429)>zupstream server error (>zupstream provider overloaded ()zupstream error (code zfast response (z.1fus) — likely rate limited<zslow response (us) — likely upstream timeoutzresponse time u&⚠️ Invalid API response (attempt z): u 🏢 Provider: u 📝 Provider message: u ⏱️ u⚠️ Max retries (u.) for invalid responses — trying fallback...u❌ Max retries (z,) exceeded for invalid responses. Giving up.zInvalid API response after z retries.z retries: )rrrrrg@g^@) base_delay max_delayu⏳ Retrying in zs (z)...zInvalid API response (retry z | Provider: u3⚡ Interrupt detected during retry wait, aborting.rXz$Operation interrupted during retry (z , attempt z).)rrrr interruptedg?zretry backoff (z), z s remainingr incomplete>lengthmax_output_tokensr;uA⚠️ Treating suspicious Ollama/GLM stop response as truncatedru[⚠️ Stream interrupted by network error (finish_reason='length' on partial-stream-stub)uQ⚠️ Response truncated (finish_reason='length') - model hit max output tokens)strip_tool_prefixz8<(?:think|thinking|reasoning|REASONING_SCRATCHPAD)[^>]*>zModel used all output tokens on reasoning with none left for the response. Try lowering reasoning effort or increasing max_tokens.uV💭 Reasoning exhausted the output token budget — no visible response was produced.u ⚠️ **Thinking Budget Exhausted** The model used all its output tokens on reasoning and had none left for the actual response. To fix this: → Lower reasoning effort: `/thinkon low` or `/thinkon minimal` → Or switch to a larger/non-reasoning model with `/model`)rrrrpartialr>rchat_completionsr_dropped_tool_namesu&↻ Stream interrupted mid tool-call (u ) — requesting chunked retry (z/3)...u4↻ Stream interrupted — requesting continuation (u↻ Requesting continuation (z9Response remained truncated after 3 continuation attemptsu7⚠️ Stream interrupted mid tool-call — retrying (u<⚠️ Truncated tool call detected — retrying API call (iiu[⚠️ Stream kept dropping mid tool-call after 3 retries — the action was not executed.uf⚠️ Truncated tool call response detected again — refusing to execute incomplete tool arguments.zLStream repeatedly dropped mid tool-call (network); the tool was not executedz-Response truncated due to output length limitu3 ⏪ Rolling back to last complete assistant turnu-❌ First response truncated - cannot recoverz3First response truncated due to output length limit)r6r) prompt_tokenscompletion_tokens total_tokens input_tokens output_tokenscache_read_tokenscache_write_tokensreasoning_tokens_context_probed_context_probe_persistableu💾 Cached context length: z tokens for z cache=z (r*z%)zHAPI call #%d: model=%s provider=%s in=%d out=%d total=%d latency=%.1fs%sapi_key)r6r5rKincludedsubscription_included) rDrErFrGrHestimated_cost_usd cost_status cost_sourcebilling_providerbilling_base_url billing_moder2rz4Token persistence failed (session=%s, tokens=%d): %szToken usage: prompt=rAz , completion=rBz, total=rCu 💾 Cache: z tokens (z% hit, z written))clear_nous_rate_limitz API call #z completedu ⚡ Interrupted during API call.z s elapsed)._unicode_sanitization_passesz'ascii'ascii surrogatez'utf-8'prefill_messagesuH⚠️ Stripped invalid surrogate characters from messages. Retrying...uP⚠️ Surrogate encoding error — retrying after full-payload sanitization...r0ephemeral_system_prompt_client_kwargsdefault_headersu⚠️ API key contained non-ASCII characters (bad copy-paste?) — stripped them. If auth fails, re-copy the key from your provider's dashboard.ud⚠️ System encoding is ASCII — stripped non-ASCII characters from request payload. Retrying...uT⚠️ System encoding is ASCII — enabling full-payload sanitization for retry...bodyr!)z%only 'text' content type is supportedz#only text content type is supportedzimage_url is not supportedzimage content is not supportedzmultimodal is not supportedz#multimodal content is not supportedz!multimodal input is not supportedzvision is not supportedzvision input is not supportedzdoes not support imageszdoes not support image inputzdoes not support multimodalzdoes not support visionzmodel does not support imagezimage_url'. expectedz,unknown variant `image_url`, expected `text`z(unknown variant image_url, expected textc3 K|]}|vV dSr)rp _err_lowers rBrz#run_conversation..s822()AO222222rDir0_vision_supporteduV⚠️ Server rejected image content — switching to text-only mode for this sessionz,. Stripped images from history and retrying.context_compressorcontext_lengthi@ )r6r2 approx_tokensrd num_messageszTError classified: reason=%s status=%s retryable=%s compress=%s rotate=%s fallback=%suX🔐 Nous paid access verified — refreshed runtime credentials and retrying request...)r!has_retried_429classified_reason error_contextuE📐 Image(s) exceeded provider size limit — shrank and retrying...zlimage-shrink recovery: no data-URL image parts found or shrink didn't reduce size; surfacing original error.u`📐 Provider rejected list-type tool content — downgraded screenshots to text and retrying...znmultimodal-tool-content recovery: no list-type tool messages with image parts found; surfacing original error._oauth_1m_beta_disabledui🔕 OAuth subscription doesn't support the 1M-context beta — disabled for this session and retrying...> xai-oauth openai-codexirkz xAI OAuthCodexu🔐 z. auth refreshed after 401. Retrying request...r?u<🔐 Nous agent key refreshed after 401. Retrying request...)display_hermes_homeresponseu/🔐 Nous 401 — Portal authentication failed.z Response: zNous model accesszS Most likely: Portal OAuth expired, account out of credits, or agent key revoked.z Troubleshooting:u. • Re-authenticate: hermes auth add nousuA • Check credits / billing: https://portal.nousresearch.comu$ • Verify stored credentials: z /auth.jsonuK • Switch providers temporarily: /model --provider openroutercopilotuA🔐 Copilot credentials refreshed after 401. Retrying request..._anthropic_api_key)_is_oauth_token)is_token_provideruC🔐 Anthropic credentials refreshed after 401. Retrying request...u-🔐 Anthropic 401 — authentication failed.z5 Auth method: Microsoft Entra ID (httpx event hook)z; Run `hermes doctor` for credential-chain diagnostics, orz0 `az login` if your developer session expired.zBearer (OAuth/setup-token)zx-api-key (API key)z Auth method: z Token prefix: z Token: (empty or short)u" • Check ANTHROPIC_TOKEN in z+/.env for Hermes-managed OAuth/setup tokensu$ • Check ANTHROPIC_API_KEY in z)/.env for API keys or legacy token valuesuJ • For API keys: verify at https://platform.claude.com/settings/keysuD • For Claude Code: run 'claude /login' to refresh, then retryu= • Legacy cleanup: hermes config set ANTHROPIC_TOKEN ""uA • Clear stale keys: hermes config set ANTHROPIC_API_KEY ""reasoning_detailsuc⚠️ Thinking block signature invalid, stripped reasoning_details from api_messages for retry...zs%sThinking block signature recovery: stripped reasoning_details from %d api_messages (canonical messages unchanged)_codex_reasoning_replay_enabledc3K|]o}t|toU|ddko.s  #2t,,<FF6NNk9<&rvv.E'F'FMM<FF#:;; rDua⚠️ Encrypted reasoning replay was rejected by the provider — disabled replay and stripped itemsz item(s) from z message(s), retrying...z^%sInvalid encrypted reasoning recovery: disabled replay and stripped %d items from %d messages)strip_pattern_and_formatz5%sllama.cpp grammar recovery: strip helper failed: %su<⚠️ llama.cpp rejected tool schema grammar — stripped z' pattern/format keyword(s), retrying...zU%sllama.cpp grammar recovery: stripped %d pattern/format keyword(s) from tool schemasue%sllama.cpp grammar error but no pattern/format keywords to strip — falling through to normal retryzAPI error recovery (attempt z;API call failed (attempt %s/%s) error_type=%s %s summary=%sz [HTTP ]u!⚠️ API call failed (attempt u 🔌 Provider: z Model: u 🌐 Endpoint: u 📝 Error: i,u 📋 Details: u ⏱️ Elapsed: z s Context: z msgs, ~zsupport tool useu$ 💡 No OpenRouter providers for z1 support tool calling with your current settings.zU Your provider_routing.only restriction is filtering out tool-capable providers.zY Try removing the restriction or adding providers that support tools for this model.zH Check which providers support tools: https://openrouter.ai/models/u?⚡ Interrupt detected during error handling, aborting retries.z+Operation interrupted: handling API error (compression_enableduS❌ Context overflow, but auto-compaction is disabled (compression.enabled: false).ux 💡 Run /compress to compact manually, /new to start fresh, switch to a larger-context model, or reduce attachments.zContext overflow (u4) with auto-compaction disabled — not compressing.zContext overflow and auto-compaction is disabled (compression.enabled: false). Run /compress to compact manually, /new to start fresh, or switch to a larger-context model.)rrrrr>rcompaction_disabled)r2rdr5rKr6ruO⚠️ Anthropic long-context tier requires extra usage — reducing context: u → )reru🗜️ Context reduced to z tokens (was z), retrying...)r6r5uI⚠️ Billing or credits exhausted — switching to fallback provider...u9⚠️ Rate limited — switching to fallback provider...)is_genuine_nous_rate_limitrecord_nous_rate_limitheaders)rlast_known_state)rrizNous 429 looks like upstream capacity (no exhausted bucket in headers or last-known state) -- not tripping cross-session breaker.izmodels.inference.ai.azure.comuJ 💡 GitHub Models free tier (models.inference.ai.azure.com) caps everyzJ request at ~8K tokens. Hermes' system prompt + tool schemas baselinezF exceeds that floor, so this endpoint cannot run an agentic loop.zK Use the `copilot` provider with a Copilot subscription token (`hermesu= setup` → GitHub Copilot), or pick any other provider.u❌ Max compression attempts (z&) reached for payload-too-large error.uR 💡 Try /new to start a fresh conversation, or /compress to retry compression.z413 compression failed after z attempts.z5Request payload too large: max compression attempts (z ) reached.)rrrrr>rcompression_exhaustedu@⚠️ Request payload too large (413) — compression attempt u🗜️ Compressed z messages, retrying...u2❌ Payload too large and cannot compress further.z/413 payload too large. Cannot compress further.z9Request payload too large (413). Cannot compress further.@uM⚠️ Output cap too large for current prompt — retrying with max_tokens=z (available_tokens=z; context_length unchanged at z!Context compression failed after z3Context length exceeded: max compression attempts (> minimax-cnminimax)z https://api.minimax.io/anthropicz"https://api.minimaxi.com/anthropiczcontext window exceeds limit (z!Context limit detected from API: u:⚠️ Context length exceeded — using provider limit: zBProvider reported overflow amount only; keeping context_length at z tokens and compressing.um⚠️ Context length exceeded, but provider did not report a max context length; keeping context_length at u🗜️ Context too large (~u tokens) — compressing (u8❌ Context length exceeded and cannot compress further.u 💡 The conversation has accumulated too much content. Try /new to start fresh, or /compress to manually trigger compression.zContext length exceeded: z! tokens. Cannot compress further.zContext length exceeded (z" tokens). Cannot compress further.nonetypez not iterableuI⚠️ Provider safety filter blocked this request — trying fallback...u!⚠️ Non-retryable error (HTTP u) — trying fallback...non_retryable_client_error)rru1❌ Provider safety filter blocked this request: u❌ Non-retryable error (HTTP u%❌ Non-retryable client error (HTTP z ). Aborting.z model accessrp>r`rkrlrluK 💡 Codex OAuth token was rejected (HTTP 401). Your token may have beenz? refreshed by another client (Codex CLI, VS Code). To fix:z? 1. Run `codex` in your terminal to generate fresh tokens.z3 2. Then run `hermes auth` to re-authenticate.u8 💡 xAI OAuth token was rejected (HTTP 401). To fix:zU re-authenticate with xAI Grok OAuth (SuperGrok / Premium+) from `hermes model`.uJ 💡 Nous Portal OAuth token was rejected (HTTP 401). Your token may bezF expired, revoked, or your account may be out of credits. To fix:z' 1. Re-authenticate: hermes portalzC 2. 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