+ iHj<a0t$Rt^RIHt^RIt^RIHtHt]P!R4t RJt R ] R &RKt R ] R &RLt R ] R &RMtR ] R &RNtR ] R&]!RR04tR] R&ROtR ] R&RPtR ] R&]!RR04tR] R&RQtR ] R&RRtR ] R&RStR ] R&RTtR ] R&RRtR ] R&RRRR/tR] R&RTtR ] R&RR/tR] R &RRtR ] R!&RRtR ] R"&RRtR ] R#&RUt R ] R$&RR/t!R] R%&RVt"R ] R&&RR/t#R] R'&RVt$R ] R(&RR/t%R] R)&RSt&R ] R*&RR/t'R] R+&RWt(R ] R,&RRt)R ] R-&R.R/lt*R0R1lt+R2R3lt,RXR4R5llt-RXR6R7llt.RYR8R9llt/R:R;lt0R<R=lt1R>R?lt2] 3R@RAllt3RXRBRC/RDRElllt4RZt5RFRGlt6RHRIlt7R#)[uCanonical reasoning-effort vocabulary and wire clamping. Hermes' internal effort ladder (``VALID_REASONING_EFFORTS`` plus ``none``) is wider than any single provider wire accepts; hand-rolled per-transport maps leaked new levels (``ultra``) to wires that 400 and inverted the ladder (unknown → weak default). Single source of truth: :data:`EFFORT_LADDER` (low→high), :func:`clamp_effort` (verbatim if supported, else the nearest WEAKER level; only when nothing weaker exists the weakest supported), and named wire-vocabulary constants so call sites declare data. Rules: wire shape stays local, only the vocabulary math lives here; unset stays unset (never invent an effort); when a provider rejects a level fix its declared set, never a predicate. ) annotationsN)OptionalSequencez (?:^|[^a-z0-9])k3(?:[^a-z0-9]|$)mediumhighxhighmaxtuple[str, ...] EFFORT_LADDEROPENAI_COMPAT_WIRE_EFFORTSCODEX_GPT56_EFFORTSCODEX_LEGACY_EFFORTSCODEX_ASTRA_EFFORTSz gpt-6-astrazgpt-6-astra-900kzfrozenset[str]ASTRA_MODEL_IDSGPT6_TIER_PREFIXESNO_DISABLE_TIER_PREFIXESzgpt-daybreak-blue-latestzgpt-daybreak-blue-latest-900kDAYBREAK_MODEL_IDSXAI_GROK46_EFFORTSXAI_LEGACY_EFFORTSACTUAL_RELAY_EFFORTSKIMI_K3_EFFORTSKIMI_K2_EFFORTSzdict[str, str]KIMI_K3_OVERRIDESOX_ALPHA_EFFORTSOX_ALPHA_OVERRIDESTOKENHUB_EFFORTSNEBIUS_EFFORTS SOLAR_EFFORTS GLM52_EFFORTSGLM52_OVERRIDES GLM53_EFFORTSGLM53_OVERRIDESDEEPSEEK_V4_EFFORTSDEEPSEEK_V4_OVERRIDESOLLAMA_CLOUD_EFFORTSOLLAMA_CLOUD_OVERRIDESMETA_AI_EFFORTSGEMINI4_THINKING_LEVELSc V^8dQhRRRR/#)model Optional[str]returnbool)formats";/home/ubuntu/.hermes/hermes-agent/agent/reasoning_effort.py __annotate__r1asOO-ODOcT;'gRP4P4PR^4R,\9#)z``gpt-6-astra`` or its Hermes-side ``-900k`` picker alias, with or without a ``vendor/`` prefix. The single home for the slug set: picker gating, effort vocabulary and the request sanitizer all key off it, so a new Astra alias is one edit./)striplowerrsplitr)r*s&r0is_astra_modelr:as9 KKR   & & ( / /Q 7 ; NNr2c V^8dQhRRRR/#r)r*r+r,r r.)r/s"r0r1r1hs  = _ r2cVT;'gRP4P4PR^4R,p\V4'gVP \ 4'd\ #RV9g'VP \4'g V\9d\#\#)z9Supported effort set for an OpenAI/Codex Responses model.r4r5zgpt-5.6r6) r7r8r9r: startswithrrrrr r )r*bares& r0codex_supported_effortsr@hs KKR   & & ( / /Q 7 ;De0H I I""  0B C CtOaGa "r2c V^8dQhRRRR/#r<r.)r/s"r0r1r1tsNN-NONr2cT;'gRP4P4PR4R,p\P V4'd\ #\ #)uSupported effort set for a Moonshot/Kimi slug (bare ``k3``, ``k3-256k``, ``kimi-k3*`` → K3). K3 is served as the bare slug ``k3``, plan variants like ``k3-256k``, and the ``kimi-k3*`` aliases; its documented set is low/high/max. Everything earlier speaks low/medium/high. Boundary-matched so K2-era names (``kimi-k2.6``) never match (detection regex from #76427 by @ruizanthony). r4r5r6)r7r8split_KIMI_K3_SLUG_REsearchrrr*ms& r0kimi_supported_effortsrHtsL "##%++C04A.55a88?MoMr2c(V^8dQhRRRRRRRR/#)r)effortr+ supportedzOptional[Sequence[str]] overridesOptional[dict[str, str]]r,r.)r/s"r0r1r1s2ff f&=fJbffr2c\T;'gR4P4P4pV'd V'gV#RV4Uu.uFqD\9gKVNK ppV'dW59dV#V'dVP V4V9d W#,#V\9dV#VUu.uF qfR8wgK VNK ppV'gV#\P V4pVUu.uF!p\P V4V8gKVNK# p pV 'd\ V \P R7#\V\P R7#uupiuupiuupi)u}Clamp a requested reasoning effort onto a wire's supported levels. ``overrides`` (a declared vendor mapping, e.g. Kimi K3 ``medium → high``) is consulted first. Otherwise the request passes through unchanged when it is supported, when the supported set is unknown/empty, or when it isn't a recognized ladder level (custom providers may use bespoke names). Else the **nearest weaker** supported level is returned so a clamp never escalates cost; when nothing weaker exists, the weakest supported level (the provider's floor is the closest honest match). Monotonic: a stronger request never resolves weaker than a weaker request would. r4c3p"TF,p\V4P4P4xK. R#5iN)strr7r8).0ss& r0 clamp_effort..s&%Pic!flln&:&:&<&9+E2 (04F(F5T]K]$$G$lcll %%r2c ,V^8dQhRRRRRRRRRR/#)r)rJr+rdr*rer,rQr.)r/s"r0r1r1s= r r  r%2 rBO r r  rr2c\T;'gR4P4P4p\V\ WV44pV'dWT8XdV#V RV R2#)aPicker / ``/reasoning`` status label for a ladder level: the level itself when the route sends it verbatim, else ``" (sends on this route)"`` so a Hermes-internal step such as ``ultra`` (#61634) is never presented as a distinct wire level the route does not have.r4z (sends z on this route))rQr7r8rbri)rJrdr*rer[clampeds&&&& r0effort_display_labelrms]FLLb!'')//1I9&=hx&XYG%)=9qi[PXY`XaapCqqr2c V^8dQhRRRR/#)r)reasoning_configOptional[dict]r,r+r.)r/s"r0r1r1sMM~M-Mr2c\V\4'dVPR4RJdR#\VPR4;'gR4P 4P 4;'gR#)uThe user's explicit effort, or None (absent/malformed config, no effort, or reasoning disabled) — callers then omit the wire field.enabledFNrJr4) isinstancedictrXrQr7r8ros&r0requested_effortrvsb & - -1A1E1Ei1PTY1Y ##H-33 4 : : < B B D L LLr2c V^8dQhRRRR/#)r)r[r+r,rQr.)r/s"r0r1r1sVV}VVr2c.VfR#\V\4#)zTokenHub's top-level ``reasoning_effort``: ``high`` when no level was chosen, else the request clamped to low/medium/high. Shared by the tencent-tokenhub profile and the host-based branch base_url-only agents take; callers handle thinking-off themselves.r)rbr)r[s&r0tokenhub_effortrys&6ULDT,UUr2c V^8dQhRRRR/#)r)rorpr,rtr.)r/s"r0r1r1s b b~ b$ br2cV'd\V\4'g/#VPR4RJdRRR//#RRRRVPR4;'gR//#)aThe OpenAI-compatible ``extra_body`` fallback for a route whose profile declares no reasoning shape: ``{}`` with no config, ``{"reasoning": {"enabled": False}}`` when disabled, else ``{"reasoning": {"enabled": True, "effort": }}``. Used by auxiliary calls, and by a profile hook that wants that fallback (``handles_reasoning`` skips it for any profile overriding ``build_api_kwargs_extras``).rrF reasoningTrJr)rsrtrXrus&r0generic_nested_reasoningr}se :.>#E#E I&%/i/00 )T85E5I5I(5S5_5_W_` aar2c$V^8dQhRRRRRR/#)r)rorprK Sequence[str]r,r.)r/s"r0r1r1s+ ^ ^^ ^ ^xF ^r2c\V\4'gV#\VPR4;'gR4P 4P 4pV'd \ W!4MTpW28wd /VCRV/C#T#)aReturn ``reasoning_config`` with its ``effort`` clamped onto ``supported`` (non-dicts and configs without an effort pass through untouched). The entry clamp for an OpenAI-compatible chat-completions request builder: Hermes-internal ``ultra`` never reaches a wire (#89503 main transport, #112010 aux/MoA), while provider profiles with narrower vocabularies clamp again downstream. Unset stays unset. rJr4)rsrtrQrXr7r8rb)rorKrJrls&& r0clamp_reasoning_configrsu & - - !%%h/552 6 < < > D D FF17l6-VG6=6G 2 2' 2]M]]r2always_emit_toggleFc ,V^8dQhRRRRRRRRR R /#) r)rorpeffortsrrLrMrr-r,tuple[dict, dict]r.)r/s"r0r1r1s:11$1 1(1  1  1r2c\V\4'dVPR4RJd RRR///3#\V4p\ VR8XdRMTW4pWQ9dV'dRRR//M/RV/3#RRR///3#) aTranslate a reasoning config onto the Moonshot/DeepSeek chat_completions wire: ``extra_body.thinking`` toggle and top-level ``reasoning_effort``. Moonshot 400s when both are sent, so by default the effort (when it lands in ``efforts``) replaces the toggle. DeepSeek instead requires the toggle on every request (an omitted toggle defaults thinking on and then demands ``reasoning_content`` echoes), hence ``always_emit_toggle``. A requested effort of ``none`` is not a level on these wires; it falls back to the plain toggle. rrFthinkingtypedisabledrVNreasoning_effort)rsrtrXrvrb)rorrLrrJrls&&&$ r0thinking_toggle_extrasrs "D)).>.B.B9.MQV.VVZ01255 . /F6V#34TG5Gfi01RSegnRooo + ,b 00r2c V^8dQhRRRR/#)r)r*r+r,rtr.)r/s"r0r1r1smr2c&aT;'gRP4P4o\;QJd#V3Rl\4F 'gK RM RM!V3Rl\44'dRR/#SP R4'dRR/#/#)zZ``extra_body`` keys that keep replayed reasoning on a DashScope-hosted model, else ``{}``.r4c3,<"TF qS9xK R#5irPr.)rRtokenrGs& r0rT5dashscope_preserve_thinking_extras..s >#=%A:#=sTFpreserve_thinkingzglm-5clear_thinking)r7r8any_DASHSCOPE_PRESERVE_MODELSr>rFs&@r0"dashscope_preserve_thinking_extrasrsm "##%A s >#= >sss >#= >>>#T**||G %(( Ir2c$V^8dQhRRRRRR/#)r)rorpr*r+r,rr.)r/s"r0r1r1s'\\\}\Yj\r2cT;'gRP4PR^4R,P4R8wd//3#\V4p\ VR8XdRMT\ \ 4pV\ 9d/RV/3#//3#)zOx Alpha (``x-preview-f-free``) ``reasoning_effort`` translation for the opencode-zen profile (low/high/max only; anything else 400s).r4r5zx-preview-f-freerVNrr6)r7r9r8rvrbrr)ror*rJrls&& r0ox_alpha_reasoning_extrasrs  ##C+B/557;MM2v . /F6V#34AQSefG29=M2MB#W- .[TVXZS[[r2)rVminimallowrrrrrh)rVrrrrrr)rVrrrrr)rVrrrr)rrrrr)z gpt-6-solz gpt-6-luna)z gpt-6.1-sol)rrrr)rrr)rVrrrr)rrr)rr)rrrr)rrrrrrP)NNN)zqwen3.6zqwen3.7zqwen3.8z kimi-k2.6z kimi-k2.7)8__conditional_annotations____doc__ __future__rretypingrrcompilerDr __annotations__r r r r frozensetrrrrrrrrrrrrrrrrrr r!r"r#r$r%r&r'r:r@rHrbrirmrvryr}rrrrr)rs@r0rs9 # %::AB "g f/kOj(Y_X(RoR(Q_P"+]F%;/:&-u%5N5%>/=";;!: :"1 0#*E"22"B A#*E"22(H_G)0%(8~8)QoP*15)99$QP,EDO NfB & rMV bYs ^1 % 11:Y\r2