From bce49e0f63e9d68a1515b9cc1bcd63e76eeeb217 Mon Sep 17 00:00:00 2001
From: John-Luke Peck <jlp@hakbookair.local>
Date: Sat, 21 Feb 2026 16:36:24 -0800
Subject: [PATCH 1/2] fix(way-match): rebuild binary for arm64 macOS and fix
 bash 3.2 compat

The checked-in binary was a Linux x86-64 ELF which fails with
"exec format error" on arm64 macOS. Rebuilt with `make local` to
produce a native Mach-O binary.

Both test scripts used bash 4+ features (declare -A, mapfile) that
fail on macOS default bash 3.2. Replaced with parallel indexed arrays
and while-read loops.
---
 bin/way-match                       | Bin 61688 -> 74344 bytes
 tools/way-match/test-harness.sh     | 289 ++++++++++++++--------------
 tools/way-match/test-integration.sh |  65 ++++---
 3 files changed, 187 insertions(+), 167 deletions(-)

diff --git a/bin/way-match b/bin/way-match
index 970d7b9fcceed807ee17db2aa8755424c8981f66..bcd02c14de68cf5441047353d36078fcb5ebe821 100755
GIT binary patch
literal 74344
zcmeIb3s_Xw^*6lF4B*V*1qD=ykpspE-r@xij0pp3;@yati@gj3jLbO049pBFn$%H=
z)nHmDF-@AACb5kY(`sv4X_E$%v^Cdio7yyO8nm{-kel@eM&$dgz4yVxDE0q--}61s
z`@YZ2<DR{L`?B_0Yp=cb<qV!bT=@J_U&a)Mj{#v2LVGM@_cIkK#!?VwA=qqp6y82_
z>CEDVl-u*e8~4n*0uh}|bYQcU%)Gm#XEARd>Y2wR1}lt0oGiB4f{s-|2@pln%R@z?
z7jwI)Lzv|1{={gMMUKrD2-cPbx{D*}O`9+1y)1<!tfyy^^q@ojvDwOf-oRxBBk8p-
z5cC#FB7}|Iy<eFCy+F|K@>a^CNP4pu33~S>hzf-DA3d*>Z?n~USGv3vHkWsqkK>->
zamX&{9hO80N79f*JhIswPTMlSy~-hSBl&x*OwhYSHX^K-H=Z%4o*vmrD}v27qp+mV
zHhtlO#ll)bf)2BykUk;)%`{9jDHsq)6*gO?@A4@0PH&bRSE8rqi|lPAg7&#`Tzm32
zYn|Zlz(CQ0u%4bqM~i#PspTSWj*t_Wf2<<X%SkylTZKJ{G15LlZyG|}Ea*w|;P}7s
zWwVt9F3$!{Z<pyMNP4ErSv};`)TtF;_8;?RFPJ-X#%wW~C{~2iv1&C%OJ|0_g!Hts
zG2%i7g@rK4lO+xr6lMjcaUY715UVgV8h$WXVIP1=*ca1m?-isej6i5X$U^Atvm;qy
zn3`97`Xfh0p!t4NZNPt%$5nPyMV+Stm_FAb5Fg+E;T=n37EG}H_}jlf`1_X@{A3dH
zR0JVYDi}`XX+9RpdoiO?);&f@XF@)rL;g$up?>oasElN0Y#!XBa+w$Kv$!r0bX1Km
z8V|l)WxNu*5fRaEj#0QiNOr=cFZx_hX@tFL3OgVOQ+BVPuGbAmPL7DFy6B7DeW5aL
zce}06?sIpUcAr^j-rc#zvb%GGA)IDnH4iAPWENvvO)1t6rdT^5*Iv{8vEf!D>qtjB
zoyCX$Hjr(b%tFO~Q&`eDBWvt1veD;_N@JeN!c+UOBN*$wfg5APuz|hXo{kO2FqSlQ
z1Pd?i!%pppVI|2%Ye$PQx$&4WvGFWu!635*PHH>_tST&fm%*B!_7bZpywp{)D-P*r
zl$v9mNL#G=yE?mauEpceKqnDA{tP_oWl+Hrh9LZ!EN?_P{La=*7Hfx-v6nKDAF{BH
z);McN>j2jAv4z#FBc564k6mjGyJvxB>k!stN+=!9={7+(YmK|PZi0Qnrw5R1iH)y<
zPD>2S=K0?=g(>e>$lH-1^YY9*?<L9`&a(CLoYr*xnK>Nd{D5XUdx>=Z9q>zh5I_3<
zPnWSU@ucy$5_NBetZQD44NpV-<oVd}RK!ci#D!O4JX+HrZwlML1VKez#jw6OJ>ePu
z65{(hw*PD*>llK36I)-LiTp%nYA}Ung;P!?giWQlg;V$S4V$bp!q?T9!e+H7%z1e?
zJ-h_Ee5nk5PK*hkL;EwZ4|B%WVzaWtf4(^D39_RW<B&#04HajApQ2&uVK4f8X1%Sw
z#Sjxd-nF6lUcv@zhe@q3ZZVh|C~qb4g?2xVW!qL6tW87uuz@QLtO>T!@e*V|8plo@
zyx3K88e?{52<tcp`Gy+WrzAm7twXFGiAqd38GIyz4;qVO#=(tuf@bp&mc1>Gg#(7<
zhAu-=TY6VlN!r)Ons<h>5)<m1P`@4RPnTsr(Yj|#@uvPe{LV@2z^3tAif4VX$L|CW
zrQn<B5ufuxllU$L-^Z@Ac2M3d&U<3xO7Q*}>|>K+Z8FEQftwZ9^eo1r1@x^0*!~=Z
zW0)7Luypuvg>8c!G+sh^mm#GsBZHNcLMJB@*fuA03>VTFC}QFB78Y)eV~f(1!R}An
zx=L1&9*sjG-*t_{NxoQ`TZD%-rV=0BIJI#wFpCrA+)ii3g$L^D@H|gkxNl_MrnqpQ
z$h-q_VM8Rn6LH~A@XIcAaUM9m_PB66@|sgw4#`z^osjD%nq0B0^R2F~Ayl?Lm6bRl
zb88yw_^r%4o+9(EV;#*huLyaysQ0qOuVL(XJJ`W5WnPAs2fO~6%v(Q1^!<JGZL*dQ
z-=no3Eb_M?zXfys$H<>0eWDRQk^7KMeZn*!*Ts<?hl;nOZU{aE{_UklXiO6^XAKz7
zA=aiGgBZ&O<X=H2XySAf(7|5*%JMf<UjB?h^m9M@sk>UeyUl{17*TJH#t&orFAiYa
zw!^0pzh1PhLO6-Jbl#ZMNVZKjSrE%=&VuI`7%OQtnn$1J<>p2c>aqmyaKc!}lHgMZ
zwIY4Cyl6MIOB={etw$R(<{3M|ZW@j{=9=$3L}|;WQ1P6Y9sV|>xpAG*`bzpvbwK(D
z_HUOVU4(QI($kSHN4gy88<4I?x*lnkX&=rq%Mi+k=Nl~zEVE+xQp9Tzo<wk?Upv-=
zG{xM8g|)<_nBRUNeQU7=^L6e(7S6K2@I;nkX|P}pQ(n4qxqqTfWu{nmsu1)2n4x?)
z8)_dOg6)wnT!)~b%^>K|YGnJ#hiU6mM+|I5`UN|D0?n=C&|^L3wi!00jW4a8EhAVJ
zxA__A;r^hdraOn9etvsu3+g8TQ(MZX^^wx?NYfb6dPKHVim`i8jve`|&NXweUeCt5
zJqzpi?O4Ze+kMeDbN9&+Gpew@hntPIqx$~awRObQC!BccvJDe&-DM?e_!IO&a{m?a
z$q`N1BPgJ4Kp#f*6@xxwu}6r*9zhA4$JZC%0sa!;cbTE!Xji=TNZ0GJM`-?>!5)D2
z1DuCs_;2*H%b3zmw6*o+74*?Oi0voe2HhM^X9lc;gBxE*zBLi+4)V{yhimK38u-zc
z4J@p%`r_m8jlV#>5d35=+8%w}5FUcD7=p1n^NI4alF1MMC;RJ9{?i_B4G%?|0nqDa
zL*>)6H>jO0#?;0k7(1uY+Jtc*=rpn>t*xH^(?q{7+wU}nn$kLrHDmj-lGOQAo}fD1
z$AgYh4HZ9x@wQ%qUqgP8F(%Aq*=YzH!Dj=?N;^dvtp!C!Qv)x5UzBe^c_#QbDMr4p
zY5~72q=XgF#hQ4yDAO3;4L-E|pCOHPvyu8rxzGAA*$azd;jT|vjoJbGMf-HL-$%T+
zckQ>Zl!n={EIiB1!gndw{I2z^=0xi3)z4s_&Ov?_0(21WAb$rM&tM*nMm^g)Rx=}I
z_Ud)0r`5TDI*kUFP4nA?ehWI-DXe)VW6<8>&dReSTk}pD;~PK4p3T<8Y8d9z+=Fb<
z+ALP{9QJND?BVR7SJ25$l>?`t&2H?oXj~41Hu;7$_n5qkBp=rU3y&e$v0l-9`aSB<
z+{4<)$1V+iD&ELS;CE_X!@f-OJFq$0=Y2){R_UX+vNwAA&Ro!F*43kV0DBetT9Y9>
z66HHcxA1qReOTuq6U&L9xtCpJ*w?~GNPnEpc};8_hWIq*^)9q`t)CShjeU}<?6&Y2
z?2}wYGs0uBPjY1xg~wrEr1{7G@Q(}NAHReSp3(WI^+;>}u^eg5Kh8k<YW{JK(x3ZB
zH{vY_FCu&?{bPY*;{MSB|JVTk7>~K)A^$jk5By_%Lp<gW<z49?;~QWr+&?Oc@Q<XE
zP3OC^X+CQ{^3DFRb&Hs{Em#j||FYM}wynTC`#6r(jDf9SANj{t*zVAD*f07^q4^4b
zHe^HE0kIcLf)7n@oQ(O&`Y0FAV?Vadkkat6VMyCC*v!H2SRcl@Yj1hW;P4sHp?P3{
z{y#+DG@r>PUg*P0hN2(Zv;HuHg;UW_D*Cwyn|cy{3;ts7(K02B^H|cwc-C<evcRun
zFFLsKRnS47@CnwYp?z35e>w}Ny`I@N8upd7Vf%sX`BR?=tuO5~sini&JI>)*Mr)^<
zUOM~*@TSetb=U(M`h<$#1+CUT*09Ne^HgU+ehB%mAusI&J2f5qQ>{My!QS*cl<<1A
zDMvZc{E*vvV&i6DS_hKBE7|`2z@(=Qh|e>Yorp4=YkApsWZAuludvmv3f~jhjbcx*
z0(Ev7?`g+b@~bTP=PcMi*~dDZ`G`Jzc^JMt+_~m9`23mh{WGuzOvhSKgmtD6>&)*x
zw8mtE&NbJGzT1i?pr7t_Vhq-a4ayN(BhF*4b6$081lI@Ff<n-?#t3^-*^c6cz%9UH
zy$BT_@7iAcPw3<p<kMQS`nB8!n~~*{p2i~Y<3X&Z4gQAHd(6nsSnHv$3Y4kX>uNfp
zxeq?X+}~pi-$?yH2cr>dy1#1OX~yt%vJTl2_1hm<tJ|CJ8G<@j(|!5^srxa|J?!*a
zx?eGf(OR=NeO?S-H)$;3(_Z3v6(a8@<gpv%T8jN{%LuG5R;(|qzWBp_Y}?n@S;K3l
zE8!NzTK@aU|Jab+_AKVn6wp6EI5vC{XBX`G_71&WoZ)|fc}aEF#}Uti8w-_Cu>pOh
zvE;Ux$E+9j8$yp${xR$i%TU$_WvYSY930KUn+${JnzGoUtYOwXtUZegu-5FLvz9W<
zZQA!_Dy?f8KgW$JjkJzF2cFit^YaAFp^fW7^FPRI{<<sY;CM-MT<<go6HO`maqvYn
zzlZj%$TJlx;WSrn-rJaSyP(rFCAAG_v69_`toe<DS-1e}*DPhz<C|eSX7~{*U$SA-
z<LOFKnEYP@=!CxL+D|r^%4URNgH2=$zehgp7q`RrwGH6DuXxjH>qD)hSO;|Z)ll4h
z;GF5UpllZTuFis*J^fk9*YI&>*b^>x1}SQ&cnRo~DlBIW{1N%4?S|{zrTtjRuI0bZ
zYrWL<OH(|~<F{Cwm@;%w3-%#vji8CW3i-g74c9ena<}KDfR;&VpTcbu_HLS;-`xf_
zlQWpxZwfz)=c7L>*7>xrl~X48>=ul{ZOAjB|C8_wS<sj2%F82OT-eWiI*NRUrLEm)
zYJ35HjpDDd{uw~?Ym9#@+Hf7u&dW<1z-sP+?6`;c>d6tN@CMiqtqJSgE8Dq0glz`U
z7uMeFR`~9&4D+e;pr^n-RGe35VJ~(l!_>eOLzwS%P=7h<tMS&3W}LB(qpu?59m5{_
zr&xO^{~Z(NB;u5Q)~2jJu(uAS#tA>CKo44<+|Ck0#hra&6B@s+{JeI^PCU=0yD;?K
zjJ~yg4XA$s^=a&AA2|!-u8r$?oVjTn;!kyzFx;Cc>Dc#@Ui+~9e5|ofwZIPIO{|3O
zC9Z=V4TH}!K`*BJZtqM+eOyN;wL-V6M&$6b1<fVu^CR@hjF8`82owG*uxSJ9gnbO8
z`wQZ8yTR0kHM`_58A%Om`>>j~v9IeeUN^cOdnvR%LbOuAPYd)sbVN)zANO%|{#n~q
zP*a65`~q{qv_Z%P+D$F!D-rc^zlZbB(8dI$3yjSDAnFnylt;Y$0=#_8*RH{hA0qt|
zoHaCm*u&4RiV6Q1Wh6Jv=|7-uD|`^y$w|yfvaypR*lz5Bw-#NzIjoJ7!ZsEE3w3GU
zY5R^BfN>+YpYMw?cI3xeM=<O^OpRM{cS7>d#Xgbrj60lS(C^4`IS;f$A1ToDRM5gj
zY|@8uN)zdCyJ2WsGsgQ>%-aU&<ot*kyMK_8^29~VY0am-MSWtformmCO5L4;+<dH|
zhm9zwxv$~%gmF)?tsmQuxw{{C2_0wPQ_qs`MZo<~I30Y`9nq_(`|9%SJnqL=#q#oI
z<h9@|att&{j(qsy{57%R3%FOJ^UU!9q2hh0W9w4#$u~39IR@MP8S*f{dAp^sneCSf
zPMv|iY5z_0t_$}m?dbm^ba588){krs_hm`2XA^wpN!$sj*Td#PYb$8AVqVi74DHKk
zPZomxV%$1Xt{>9C<v=~+<$I{xRbb4gy!(;90KRP)hj{Fxi2o&PtPe4FFmD3Nm^(X<
z^!_UD-0aY|4fBn7c>%s>7Ulyp<4%m`Ht7knHsKBhlj<uv7yr2r+eY`bshHcd<=k$C
z@8)wG^^emT4dc-V{iM04=AD84U%)u>InfT=MIF-LohUEu=*nJ-xd2}HT=)&flb`n?
z-zb#RS$!nM;B5rOu%mRuXFG9rf=-BM${U6}`&zkARj&vA<VFMRY$Ebij2n9_E<6V5
zwMJI+BIf8hl&8Q3&tMGr8vEVY@LBYA9(OQwzB`%`6MhLi?SM@liYsi|)YX-9$WYjn
zrVMe9fxg~^4YvM`?LLV;48KPJZOrF^{{jEJzddo`0m$p74L;9dTrXgpiT+EVPck#;
zdzYY(J9k5PH~KjF7q%Poiqmb6hpal97l4WH^WP}iO|*DlhvUL$kk7{&{GKtU!siU;
zKI04I4}}d<U+cg(um4$GxE1-@+^4>fzm?%G`0vQ4acTfxq#N>u$pd4;T#lcLeTc?8
z*2j`vxC<uT?0U_1K-0~xL53q5|A#>D4EVPyp<+tw{gTs|GWR6xpmmh8yTitI^SSqO
zZ1_3U!(OE0d5R&&k0=HoJRf_+XMhX9Bi-dRzz(W`FZzCkeX@f6vH|;MBlgcRxHG}M
z32e<Ax2fk|IMIrIaO561wcW&UHdO12&CJ};I_j0neh}v!@_{?ikKP9^2i{>4d*dJA
zY)R)LdZvQ=nQb3ilqRR4C``{VQWa~{hy9f%8Xuh7ONL?mXrEw8-&FiV+^;-=xsm{z
z2vy$v#4%dKfeS(VkY!zy*>Up|qfvkKI@UA{{^9SS+lq4@(WJ9d+Urx>9>7=yhYxMo
z4*G3abIu!wjXn#XKy!fT-3wYRSaV()WT3qapJ&^#=FmFwCB|mgda>s0TF;u=2pgBu
z8RfA4j8X_+&d(@`*eAcvuuq-|9nXNSr$gtk#mYjQQGT~;YCKE2YJ1p9*EQPG*{0J1
zANIQO$VHzSG%cVVk3RaMuYMTM{<s4(hR@*)BggNsNjt-ANNvw!Md38;2X2GBbf3ZX
zfjt|Z)fE2_z7Nk|4ll+2&m{MKJO231)t_R|_Vb9n-%;>Dd%pnuBYeQX?Z!m+j(AqG
zY5C9j-fvdq-p?@1Z84KiVI6}pu1^>e8=UTQc|)-OJH*<j%$hr;$G$HKW34@d`8E22
z56J%bf^zB*bVT`wkaq}upB%xk=gZ9_9$c`K0wtyG9M;z{7-Nc0!>`hQ?=;34Yi~Gh
zc5dFs{aMXjkQ2|I4zIypZ-jhyW_Q=Nx1df3Xzze6?7}|pRqXT5f=)X8LJN3kp*v6V
z`KU*CZPT!hQ{Fvs@D+%Mz~7(5vkuzJWrA1k?@{+ScqV_}0NR`n*Oa_-$Rl3f!n$w{
zIzNkfu@-t7bEd1r0-jCSFHwH;aIABnK{}^#p*@`mV@N(@*M=+YFdhANu2}$km=C*{
z2m6={JDCI9o4p%$!|z}{pw%_qc;w5Qja8pdj;U%J6I*q1L>%r_`=G7~ZOmwE0gZUr
zRNvj5Mq`-vC`+Br12jk5U=!z!25w_CPczk`uo?TwEIfxJ-;j^FXTjXPnOPdtSZk-!
zudw@WJ<(j)g!S{VS+RCnaE~=6YdPIXA2y)g^!&2ng(mxOb!h2uPiE<Gn*Sy|*K75$
z-TiQ1KMZ#!!*JH=pWqp80=^Kh>^_Y>%TVZx?o~34L*_Dt?&Q70j~U8_rz56&bC$V$
zcp2#r_ai&zmkx)|Zc<RM%xoW?9y>3s5OqvyVcG>-;qI^d;8_~hA?`bjsck#pkJidP
z*ID?GbJ#<R{Z?|L7c|LMj>2zXE^xm=`>jLp7p=HoEr70Yu4)?dbyo@QMEKp$*EGMt
zFV(@L@tX5TA5Eosw8l8BVJ)61wcx(gSv>3sGw#CZT$k!{9iTo*?{Cw64(yKZuoj~4
z7W6@V({pRuC-eO=^g_?)I@ip@_|3&Q&cS%j#<<Rc4cv}9lG`xeGcoQns=mB=dKK(|
z+XRcTcBUh!&{6B+?MvC8x2KZ7>6#u3Uo#MN27z88>>&yE5F0*YG-7@k8tFb9YnIN>
z3~N7zdCvF9xF@DLMd!uq!7te{`P`e3#$6r1OQ-S-V62DSA17mf_Y3I5%#s^SY;Xha
z)snQkUVaBWlGTJDE8PWKDL%<+N->A%Y>K%NhF#?spbnkg=?q^=@n%-jj5-W=(!|36
z^v628Uc#>?k}MdP&6u-U_wBYc#A8o}yuRbCdD}5I9%W1FE}XGF%SY$Yz4Yhs1$(Zy
z=8eT&@^;W{0Zlq%67B6ZN)7JYOInTn8fk8xG+G+h&dJK7^>EjQZ(gxp97CJVH6_sL
zV(7LQW3y;Cbj`=2-c0*|!X`5UQ_OQ|9L_BK4Ro(yy~aNJUhBjAPzOGEf7(U1JFPG4
zp!+BMzDVjZu@QIR{PzM+qaK5doofow*K50o7WQoWP0ZRc3$dOq(P)8;`0d6vTFbOH
z51Lt0Bo8Mr_W#5>Lv0LwF`ppk%{bexwXi0w9kuCP^D69xg=v37a)q$(hy5RBI8U;A
zcCmBKLC#Yt@|ntxz=80-jK=mU)A75DS&)@%pge}vyo+_bfEnDQ5oaME_n!mfovysK
zim}F;UbOlcbp95`Af4>Mc`UCWR+%`DFvh)rncCd2g=66RbBqu89n=E;iAOCSfj-O8
z=WNiXJt&>ksNV-=zvB>Rq6~I+#NuqtvvhUkrYQ#ZyXfO`zBA9(X{gCW9@V4ge;)MP
zihe&szb4+ViTB%z{z>1&gBjxypIMl-R<XE8<BrRTdC(7XjCDC-i^iIr>2vt=kxb|r
z*j<HnYaDp&Z)V|fuByBjli8r{>x?yTpdQ)Qg9B41&qCeLV2@P)bMTJ+W0I*K3y*hs
z^WLNS2aPo`sIOqn*wim+u_>kB=)Ow-(N5XNeB{$wyv5vq@s^4GMsG>!KROfq^i5`y
zH_19%P-hEtFaz;}ozwp`&RLbW#moln8Tn4?9>#LxmH2qvCp69I=*lsnjV3Q_a*!ss
zCBfP>W*|G#*JN$l4*ADH{!Ng70Q5KB^=00>*e7J7Z5PT~u+MtW*q%%Bwi^33(s?k!
z%#PgTs?Phuk-9j|U~yxOF6n~KG7!I)oI2=TrQhfQ{fL$?k7$&F#>dcA24W}Vc`rF>
zaes6F$yATzdX@AA9VSEeLjzL>^+WzFnco*QUxd7GK;EA~-tkUv-iwg;-I4F6j#F6f
z7R5BTFXVj#@{&(_w_nm^r))bPHW4Ym31wQIW&>n<n%-{c!?MXH8gVCeEt~LwKK$<g
z*d{*1{+908{#R^b9@a9F>%ZB=*b80UCQe{2i?oS(9er{&c{Lk|)Pdd}NEez;Nf%@v
zFG3gpf7%C=_VF6Vx;OjqKo9sS-4*t+2eOlWR3MJDk9Q$^q)m*4j%dBOnl4N?6lRfq
z!-u%d2REl?A#K6_kDiHyz*{_gh8y;~7WVoM?9q*W>k)fkmt&otJU8sJVdUGXc;1jp
zYoi5riFIsX%%!dz^jA#tPnB_Z{|TWcvnkXxn(n~S&x=|=in+mk%Jx6%3+wd}+1H{I
z_$^$oef1(A-FxZzoq@eK@zM<0^fG@2dncK9B94?f{!*XZNZB+#Ogb5<FFn5%vaipz
zzVvd-{_3yNUt4GI{hhn(6|B8jyVn?SK4ak|wJ>WN&QvBPX>OXLxal7EG}Z#zOOX$7
zqD)niaKB~1b4OES6Yi6+$H*rBJJ%F}Rw4Ebuk&?tlOZvF7uH;om7bSh(HF+j1pm6p
zVB&qbuhLf*`cf6s+gg85{rCRn{<r=nH*Y`CQ@%tuJ?|pfXwSjW*KzDE>i>Hm|5Ya5
zM-RCY-SLo1>jQelU3}u()X(z&-cJu%+HEgGuL|^waav>C-T69``&{BZR2+}c7a<wz
z^h^9qOwTBj8|Em<bIBJR$6EWDv47)yW}5pd?$YODjiz+J*azd+Dt+DFeOpq0ia9(X
zX+XmO+zWlI3~=Lj2_>hH_a1^x>F>s#zC^|PY{c(Z%CWZKSKo70oVDM>{QX!N*wzNy
zYcmeu=h`;(Mf=SY822>BYM$M<KGn4E!BqFY@1=eY+re|F+`my7?PW0rHfC}c!nd8n
z?;*&qOi9Aoiuf>?++)CpNlA`(!j@W7txY&zXFG?}Go!@D5PnC~63cR02ZfrPc;0b-
zu&IIW@raII<~E#7NbYfv;c9Z<1i8=QZ1^#L3-}iLI}9Caa_>N!iIBS`7B&L8CmPt?
zf!%T^aJlI$e@-WJf#FJ-iKl&#`>)`S<_pbll2MbbWv~_d)9D!FB8+t*&PH$Wd33F@
z$L~0baaJf!hTX+uKJ|qyzi5b``x8Uo28_)SG5!M@KQ$&aF2tC3K@aa@{3$&k_WSV#
zShptZdmxp@T1^_*FpycB{%M>rdW69^2L7$&je`^39%)FJ`>K-QZiX&4GHZUH7;DET
z&hot9u|9J*LKg|R=ctciM}8E;7GYm{<W-FM7TCi{<3Mf?C((B+Y@-FTe~hx@+#bH4
znze6h>X)#G+n|@fX!d|Ll<Wb|oJ;mVhAoic1;~TFIdp91<NB$z<&$z;KiAna$ul1E
zkUeYT`jv6~=);DDF*iV-@WJtKHyirTT??BIL7ox#z4Qr;ZN0NPubjoqEr&c4<Jb}C
zZXkm^knITBFv+7IXOd;D&bG6pZ4-|pAkUvsPU)-J^Dg+jZhOX=t%p71`69Px_*KoG
z_4cB*?af{;RQ?*aqrip?uqF74HMmbTD&f<{7~G2(;mgHu%`%x`?oh=zrWCrPJCkPo
z4m7pdc7V>i<_B#D?lBIHFEE<j*gKYF;eI~7md?ng#s#=jLYw`Wi*esm&ki&jSclR)
zr9o}ZYnX+54g>U_i#mruFXdp`fkQVIW@RZu<MDeJeg}_-Jg|%8#xy0_O>>{lP-ZH}
z{C*!YQ#*Drr(r$jAl=E104<WgbIlCMGaYgjLB2xV8~m2f50nj}^~ID#bE$m_o&O9&
z=?=r--U9k&oB?gj?5;wZ>eAjqf3~z>zRWpjJ3w|rX9hYq()p3jSfnrfw)N3w+yxR3
zPRvpG@OWn`!($beMD+A$$`fd(fRAISPdw0>ka#e09!$ORKx=Cjc%c212RuBCaiDwB
ze?tB(y8buu{uARj_0m7-pcQ?asc*&PZb0Ah=(|9P@6mVUT1+}9LH}!&r0#k+YbQ+x
z4HbU5!C;<ShH<5J%&M3g3bFTi1;53kI}@z)b9ZCRGBMV>Gq5jI66fy1Snq<bCLZV>
zk@%wYyOhRWkM_=)s7Gl&ZbMlU={Ir@5y|ISjK?{QFZ~vV#%U&W!|+>m7w-$tkD)vM
zdkL%;S&Av%1wFZ-vjWJq9DP$C)HlVMD0dE~JAt12mdHL&@Hun2&lMP(f5PwFc-6j>
z=N>Yc{$KZPhMqP<o=6@n7|#;e2Fb^53A)?^d1&0`a=VFl_d}Vm$DZ;~9@#wo-a<uv
zn&0u5-w$JckuRVzpM$pc6=HthiE)LW-@mC?%<mlr*6|j`_f6=r@L(3-Bi)KRq{Cgv
zPr|tWlYCvoUXu2WWW$4De_FrfSN@EC3$V^w(C0I<&wT0=cRq(?pQY$?9ca^U+eXN~
zoWO(8SLAq+d|#t~Gsfj4{6|4LtHGa2mC(MZ4gG%x9~{P*>(6opic+(lY!P+np3O}*
zaf10qJ61n*?337qrV#G_V%Wkq+}p$;--r;45QmV2Fc4t~!XSh`2tyH)5fTsvBP1fE
zAYA8K`{J4@=?m_C-gMKN=S{x*o=@<-l9sXHNA<5Pc<T9tn<)Jx@}5Mz26zqPrKn$C
z|LX<cK>hmqm(f;~GqgFs@#O`>YG2#4l+zRSCvK#=vMuT^C7PhIZR4*NJPsPa<Fpcd
zMEfPweFANlqCV9d`rThGSS{1&pVxUAZ9hR9)bkaC2Ff|jeAER!$RYX)h<<sSqeyEs
z6VS%3D5ui#ym;NloePd{{LzBu`W*{KY<zBk@w?A0ux{M3;MtAOE;v^I%z}d(pIMOc
z-Dejt<dvhG)jzi&y&f24?7+SSCU)a+8}6xgzy}qW@B0tM<7)1ED4z9e7_0P~OJk-`
zxIPATE!gk&d;9n&u>(e6>|*Y>UaZf~=wH9nbkqGi6K?v^un`ODcP9Ai5wrT8=;ucZ
z=A^TI2eGcJ;7{xCRrL1^Y(u*X7^_(3#)GyixtZVFnf|;f6?>9J@XI;pVRyZ+xA^UW
zsW9s?*n3hE{9HVq^I%PS3wsb3Y?<z>%;xI`6|7Tg(vdg2=z-$Ri+1=kM;^l6F3ZK8
z*xvNeK&-imjmL3EX@s3#y4dw-S$}KO4%oTVVr`;zh-l8i-+~0OewKnRJvS_eT_3&B
z^(f`BTid6seU{}1;p?1ei{HBNyDH)#%e5-6;3-za@7b`2qdf`Hq&}-Ibv<gG);@*W
z5FKhyZ5eo_xoAS$w0|iz>oC_g>Dppl+*|biE#VySKy=a(r+`*Ve*2VK;sdmBf3^3e
z4{r(Qqm2HR0(U)okA8X!mzAC&Wb_RckHGID@F&N`Es!Gwc}X^so$iI4mclIZ-IPc2
z+c92r9;M%{n-4kj3M5}Rs}Cf3R-#Xh7y3OLeuMC6X-@l;I`Fd+dOVJCq&oCFpAqQu
zyS&f#DfD|w{6@EleqTy_yU@Su#+WSA02)iPd-+wy@*wmvJEp#Pvqg+0?y|*LvJ@^~
zh8)WVjAf}DM|w^~^c5QO4}=~x9oztZ)UUAziNRQaSChi{S*W+V+rWD%?u+$xoj3MQ
z+YH(**f;6x_eT3Zsh94$8L*2%!mc#iNyB<F4)fHE{lapL&ur`!vT#3B@UFt2hmgII
zy{D6`q3gL$${-`z_iv#SM*Cs1ZHzCC8GeiPD9aT5(O!}4QR~Y!i1vAA_k27n=5y*`
zW`hZRrOCe1!b*)D&jfj2ERFZ|n(V6)eTCv#b`X7$ZR1%*O$+#@zvWcHUmEV$*I5|t
z`L`DBx-~o>eWxYh9DwI;RL6t!3Ds#)1wNP|>&}}N#@d!dwpsf?VHVBD>F9F+bk`i$
zK85Uw)7*P2=ZEG84%57T8RVh*WP?W1wXBcv*m^a)_#2INZ1>plGX?4FJJ8vVnD*TN
z5YIzd&1bO5v?TBfKS9`jz2tS%v@rc1nq)7fGRU`Xm@KQ97N%!TX~UooDpT?I4v0DL
zd!}*Tp8=moQHRE4vmtpd-&1Mw?HBSDqD~6<X-NT}jpE)=8$UD7cC_!F5B|8VxLkRo
z;S+7}iO*n8TLxi$w(juH9{FbKn|;_6vI*ypd(xose-Puw{TcSAWNTT<b(6>k9K<-n
z2Q1?Kq3zZ5NIqsW=@I8XvOCSD=$@VXvTd|45`OFx*vyVZ$RTZz@=xQL6pP5i9)4Tt
zpq};iBd>X2&%8F|smKdr+-d$3y|MVcRww~^!0VvfbQ*h>!Ff1Nc7b{FHRf#aPH|VK
z+3pUU<H#=YcZu9C51zyG+8b$pB)L6EZ?dpOnr!sEi2HEdNAdacpz!0ouh2-|mo_I`
z(AN&>r?mE;p9bx#jd?-=Z%bo-E7=9)qBWxm<E!saTlb!Uj?MUe&gLTFD>s=j#-O|3
zkTjR>AZgr`UTl9D#%#xzUA(?lm-P24&1=k?pe584{G%ZYYts>pZ?dz<wU>C<ocg`u
z-RlJpPT~Q2Bfg*ctgECJ{1Dv>G*+K=WnWe9u|jT|%il)-EuVJfCPIEbSFF>*bO*!J
ztESO!Rz>=5F^BAELw7;E{7I3w4teuH$BMI@iga&hUp`)JR1ez-l0QG&l})zLLN);(
zW&d|q$;zdLSy$5~+5ejz=<7^Z5Bq;dj`2zQ{kdZ1YYxpn&gamA@J6hOq#MpdXf)^H
zS-G|?1`pIPogIk}EBPPz7zLR8?Jl&{&$X&!T_x+0$N9TK=#tjIfA$l5fa}2@`9@XF
zQCjog{kW^7TW@MX7|+#*P#tZ26!2_^{n)YolP@Np`jd97CI9H+KDZRJ(6~;9o=ZRK
z%6%T~O{P$j31?CGj3Z{;rIBxW5j^Yf3+SvKxpy;LzgN83*kkX8IXe+|F03&Fe?vlZ
zwm*#v=8+3_=|bPjVPiJXCqKjZ7+-!4PMFSYCfq-z-NI^2c<xBNS}+&pDAU3?*C))w
z{?Tpj+fb^c9mSaJEqV-p|0V2bZ_x~e{;r&CYHv}d5+)lPso@V8#~3$Jo~?unQBLQ5
zUOz$9PtouJ7RG)p31hQ2y+jF@VO%!!7vu6v=u^GWl|#H8gM7_Od+vMCBd2qS@%4kJ
z@wZ>p2c5k+-o?UX;}4^awY`hmc(c~-gy4_g>0k`#-k{%kJhO)0VTZzB?ZdhbpOy*V
zZZdJ3+*>qF$U(n@<9&Q3=zOB#VL~oCtMc*~f$8_x+PIs|Y!N-<qc!Q>tBpI>7xI^y
z|Dt`2dB%GFdl=omeQSE?7BTj6K71d(N{l_$m;d3|i{G6jHm3DsHS=ix;NCWb{?g2t
zPc*NP{|sU-OSLgf{)YaxuZ8L+i{F)`rC>d$HBc3{ya&%!SCSoKoVxW;V&r2X{nFl|
zRmPrURbk}zl1bxxL5$V=I-UJ5&y|^1%$2?Lx2!Z*itx8-G*_l~>r2j+jBC%8Zhb*N
z&^6bW9r4ZJ8^1m0Hb&0|=$RA0i^AQn-lk0NDvL<RCgf{&HJ0r2QdcfL$LO{Z=@;hH
zZ;>PJJh*R=Hj)M#EhRo4QECdYCS$%q&Uiexft;{?lG6-1LwIf>cu#747{1|Q*awX<
zA8YWF4j(SYFOlzaOgGS2Cc5`v?2~b~0_U*}_JBE<)VK-$*d_O2Snr$Yx2fH}gxf%(
zoA!dFgSA-S9;7s%SBc&8>KJ%-;&(?huRbIG<QfD!<Fq30Ural!`K|c>IwEyJ<B0})
zw`IhJYvJ?hTxW-DbcQR1Kc>6U5c)D5vgf5a6h3C;qchKAUB`Lk7~0cb`80H&iQm)E
zIgb1}`I>apqrV;B0RGg@u3S17)S^s9ek6aI{Mzq*82-P2Kb?cm$M1U5cCdWxc{{Y<
z`m~(8+C3I)OumD!oqN-(aW915Vrgg7ufeN|zte(mykdV&>#C2+v1avF-iGoP=*|h9
zY{R%|`<UM9f6R5$JH5qJj^_vZwe@q1G11p(bAM4U_O#@KABPX8=Nm13wx>qwj`T@)
zYZD+}0)9uz3~5Jsy1y<xNS7Y2OK0fPH|o-(b?NcC^dwz6SC^iuOW&$X7wOWs>C$s_
z=>@uUu`Ye5F1=Kj{<bb%rb{o=rI+i{UR~O+ORvzSSL@Q>(WTex(i?T@2XyK0>CzAB
z(m&9pAJ?Uy)}@~nY1oqZj2V1`WzvjM^9Id|>z`{(3AkMWcb%)kQ|a&qJ++k{m&5M&
zxO`rZD}eun&13ggI0E*d#~vti*#qUiK$R~*HR^c%I;U@?1C8svj+FtlspD<xK-3W+
z${-Drb@vP`Oi=Ez`vVSdxv#3K*6XNp_$xudf&b|(=<s{&`11KH?cQoT{(CyFYlXuf
z2n1X%$EZ;O{Bt=f5RgNmHsEl$9FBojhob`jz@!5VAmynehU)^g<>l3WU%6vdxnl)7
zw0pfSuNOS~oesa>R~xJ=E32qjwyd(U%u`k6^;TE={q|rm=vu7|EIh0b2d*F#fTj*R
zg))x=x^b;`fJ?h)S*^!c8vuvM_Eq{SJ>Y4|g9g-ep@qv=>B9d(<#C~v%kJ^GP~GFA
zI?!n?zDUa`Ko4c87<9Q-;ETGmLkS{+=Bs$xwOU3FFzEB6PcI08B1NFaqe@o*yrVra
z=PGxVQzD4EK&u_dKp*9HPmeAn3FJdQE+>Qm*CZiYQoA5A8K@#XKxY9vhRGYOLcq}B
z%TqUQ91Rl6*-CreI51r9R7VCZY{K}7<0r6j<D3ppHA4*ZDfhdosehmqzH)n6t;g=K
z1E{HW@VMOPudWRsV;MAsDCqP%0!|<PkFjy%s$AZ2%lwWSB;6D7RmNx#{ZrLiuiNWe
z=~aE4^i<w=wcX{{$|<c@`6?VLTGzTjQSHHu3d=?g=fT2Y*?x!Cl!GhU3N9m>)xwJL
zzaL7T0s>yql;pB#l{Cg_CV&UxT+MW>s&<qI9Tn;*;(OFsbrfd;37;QnL3dP^rH8WB
z<DqS8(fmm{YQO<fL07rT$HC!Om!VnE=}<8?0X4w?e>96_Nx)v|m}*feSB@ChlB!0i
zX2#6L(~)&~u+%#jPA@Fd)TJ&`zo8o?wd7kpXbSZaO{ucmX3v}XKW!^DC~QIHEzy@|
z1?qxtSuA&GBTJ$zrh!xKDt9~%RcCEubnM$J?JoQ;m8i$ZdpsJ>T;&R?6I9nSp))m8
zuzl+-(3>>Btg-4us^ImBI@D~2-&Z}(<%LmId+g<WGH_*UBOvrTKHwa0u?XJC26dcz
zJZgonyq0EB06(MwOLG=4Trf}7%<D={7uE)=YlBl&SH-lF!lGL_pFE`#R?YO=y>3Uv
zSk+$UTj97YgGydG3%uw|lej5_!>L<Mnu9Tnuc}bVM!9ioMyykxs|pTv1s66zN|^4e
zs<zXND)Uv;sqo!ZD$UVaa)8Lyv|V27_e0EH289R-(O|yi<R1c4)!Pg2SUgspzVObO
z#rW@6$Er&fELl8r##mv0OXd|8-=k&*?Pc&P9#@qM6DF(YSXSDr0~n85FEqi&PA^3O
zO0KH*ID!rg&O+`t0;G$cenGv<UZ-an@~sN;S~^-VylM>pxPSwSfY+?RpjN@gRJWsU
zrO#gx;0?I3VRrG)k^tr<^jK9LRD;r@G*$81(gH;7JM2LxRqJ6K+>a2ye6S>4RjaBW
z$V_b%$@;Q5`EIkOcJp0cS5<A5DvZ9Hoy-cyGJCBD#x`mE1ktQ}>gk*H81gzX0fd3k
zFseE-f{1&f#w_9@@>s|r%~fGA{JQ!R$4?S1%5)7xi?XXWm@s}yj%Xp5BhhX#HYTdf
z;nLG`)J>9?2A!^eO4;3>8IHJnt+1;r?4H`oUK{%c)dyeUsPg&iENo<e1?~PyN04!k
zJ5?z1mXYJLmtCHF99mcqD+G2XY^5Kos<#p=7d#JT2FCITRtZkwn#W?{D0fqp3P-gA
z8!tYcM5S>ReEmns3Wvv6P40scA)?bwfVWqJ6&0!-dnG^3DRntjsIKGn`~j>oyw7rb
zz@c)q%(W_53l}P!Ntr_xOA#s0wXBZWt6dC5u1aj8D%Ikdi%ZnPJ7$CPStTWRs9>_%
zhb<g1ay5mc=2)&t>KbmM8a9F6g8tfa>WXQtR1l|fRDyaPsxug@Mm2k|Hh{6NbYV|J
z63Ahs{ww|VYG;k-O5#q3y@IBfz0TvaSE%Lw+6r~0qs-~^xxs!JY!l5dr=T%x46r|~
zb<iN7du)EN<?!(V;;T9GUEUR7&Q%FE(07^N=XQA2GKbT?!sYXig~wdQ^J^;uf-<T&
z>~5|Q5~JK5^utH!$iOe_x`Gsyke>EXYMG0CAo#WioGR~MU1oQARB*0(e3fWNlxR!K
z-4;A%C7-CO(+<{xt||vK$UvhOMn<DnjlG~ypO%TGp%z;L+9vRVvE+9B4y;1hJHYzL
zq)2A0HDvp)3R!Cf?Kk~)zFn<@1EWnf-_7+T*G&x@=m5Du2!jnes@gpP)wj|fs0Q)n
z!qcm(0@#*dAhEH;q`*4VvzM}Re;wSUlWW5(K#;4y9A>RzH?0OiwLIWohN1Lh-uhrR
z4pJ3-Ff15{6lu0B;9C}4iPcJOgH&P7s@-4i!~()C5_W@$<cH^i(DpJuH_DyZQ-OFD
ztQS)7J)MV)=xPnGXh&|BYC~iYUPgo0gH$cd4I^BRZGD~UE5l@kmD3b~6qR-8%<IGH
zz^PWb%KebVzrqCya*6TS>rl7cSBo)559K~5<|k~(UPkTtN-DQQLF~El-*Yc>foq*b
zh^$)lg=S+hiC4J%J}-?w2HsCc7n&6nK5Y3{@O=T0Xd`wBm+ghgN_rAKs1tF}l+DL4
z$01Qm*V(H)l=e!KsP<uGoj!PjT0acKfm02n(->m*3P1Lf(B`Tj!`6!qb(N^Tk`_tq
zPds8PW>=Tt5CbOz{vG8mIvrwD14n~}*Iw=%3+D?zfywFRMUGWCJy9JLlWFosq)bSR
zO7Ng4gE70YjUqZQn5sy>u+mwl27Fk^oV>CfyP{f`hxVFetF$M;!pvFjW&_=nk-1*x
zo0`C5QBT#ba<`7n9`1wsBAH1xKIT#*<R2;=zGcf)2Q6DfTbzqX!2uV!My&MJ4y;=^
zZZNn3W@mOUa|K||4u;9eRyvR<qkj%Bz90*OqjTUZfKY*v#y<x<ovVVaba^~%rLPtz
zG?*d2;W{a*f}mBdN+(vuTAYdkPMm-l4w>i>Jq4ZiAa#wY8N@g{m@9~X=$Y~%6%us_
z=pJ9hmD9(tS)&kO%ZXsn$8fM=zGckiWw33uD}%H1Rxsq2!2x>lf1t0#ykX0*&q5_M
zz<wA7=$p6z?SPNDma*DuM%i8;tAk9$CJiA-)iDR`gjLnCI$tfiLO}jX2SMi2&TtNF
z;_9GVI=5Qb`0?YRSTimDW;z0E=LOmd_uP$JSoisq?j?NKQ(&Q&g!tqV2U+M?x4CDR
zH=d9IO9nq1XN(MFX#D7j5eMVOjqBdkfSY>?=g-3q9kU0!720s|9WpEn#$aI<UYou(
za<$~Nu<?T(;b5R^CtF<RXR4mhsZ2F<MO1J#kfq6OD5R=T`QAJeWbyy!J8EtjS%LEv
zvia_ZPA*8-dU3l`VPSL(VA?5wi9-P6XHb3yz)cq2XAMKZvp<HrNdBQ1_nP!E81YI3
z)WM@B7K7gd#nAsNUIIXY-f2J|O6xypga7AzFss1Bb9`b;Q&`;C>sX)a>zOHp%hAWu
zm^mSxF%=IgK1gRqmciKHGnrC9npyUaXED2OVun2vn6hg!>g2MR&v3bIn!%JqGnw(T
znfT9FW-<kT>kyNKKbio!82leeF?e1RgWp%gBuGY-)x}I%HC##Po7VmRo}a*f%uAnl
zv`f6|r<JD+4;#0|JQDkZxJUauX8NJ|amy3&Pxh_od%Z?T(u+n>4Ma5%)j(7OQ4K^j
z5Y<3b15ph`H4xQ6R0B~BL^TlAKvV-!4Ma5%)j(7OQ4K^j5Y<3b15ph`H4xRn|J@o$
z2#H6j3Hb9W`Xq$t*)PTPz?fosu1qn15{wwnXgS8;$MM)KWBe^9$MG`mE8~7L#^2TB
zlYmz)ida0JO~7l31s)`0JO{=nA%thcJjUNz@_4X}@t?(UjQ=Bo$N0NU9^?Or<}tm8
zo7&Seaf<2v))eD?qCCd)W*)0D#$#-J5<+-{&EpX=zCp(LJ5hWRLO05Il#KEBr1&I+
z0(bM6t&#CNGM;dc$j_E>y^K%GxKqY=Efw`XlJUP~Jog(SzfH#fk#W&CMgA!nx663p
zw?uxEjDIWRRo|w3D}7z{6KkXF1ZI|Tyo~$Hc%Y1vWt<}8;WAE_@r^PbE8~eW&XIAx
zjHk)CP{uQ5JV(ZN$oNhfe@n)88CS~KBV)geSIBscj6*WsDB~?M{=SSKmhodUep1Fe
zWc(u;zaZnE%J}CpJ|N>)WZW#{H)Q;K8NVgtcV&E7#($FWUu68DjQ=6y<1+q4#-GXf
zl#I{I_@a!JQZbG(GVUW|i;Vlrc%Y1vWt<}8;WEyU@hBOOmhnw8o-E^B8RyIR79LMv
z+DG^e{3c}~<yd(({dR*V@THaK^inST4`Wk%DHr~Tv0Hm7*XYmCm1}K?2Q58YSFZI*
z<yv~7u3XQ*R=!wQE_^4ozTEyUUHR48e?wO;e5+`$@n_SO3!f{>HTfL6a)T)1-x`0*
zb>-U6W~hS3t5;WkHU4UJ<yxQAUQ4ghmFwGU{D*oe*V=EqMtQ?E%C}yl{E=&vKi*5Z
zroZjIlxt)4TrcICu79d4*YfoG-z&>WclvT|EPsBD_AlwmwKhawqjf-6u8q0A|0Z4k
z`u3XqFU#^vz3|s8%R5N`e26xEG+M9m@({Zyio452t)AakYyVC!{Asehrz_WFCaPNb
z5gmV89+hkIy)Vm&KaFQ9*X;9yUg&G(AIWmO-?&G6js9_2PBiuWY32X!rCj6n(_YH8
z_Mhv@_55q)r+O*Z=%4MSTx;Kcjq;1Vlxy_a9VEGxzPfFK(wZ)eygWo%-FX~b<*S<}
z$~0MHBz>|SEsvUN={Q+V_N(RT%T2PJ?DuNr7Fix?A6nhMvK)UGe%1NgUzSJOht@tp
zmgE2TxN84{WO;ip<w>#}|M%Wi+YgrI=X&99s4U03*{<3?RhHxbzV9KQW*>LUa?+`O
ze6;d!>dG~l^>s^i<>HJ$rI*LATvwhTiukwImqV6=y)JR)5S6t4ow{-@k7{UXk1VJ0
zzuNj*Ez4>A#aTzt*VeaMSx)0WKos$B%|EP><uv}{j3g>)<sn&4<FDmW4K01YET=p@
ze_H<!=*so-Ywfq{%Ej4?C|%zFJfbVt<|LJC>)R8u9PD*zc~q{^e^%FC&!1NQysli|
zUQ6%M(br@m`r7#XT-W|;<-gRGYc#37mj1P_Tra;?{+g~_KfYS|o4WF=jo)Eixj5@m
z@0az{qAS;A(wF~BSFV>&)8D7Ma?R%T?Z4EO>*;IhGrg2+eYNY#uQvXdWI2uh)#h*P
zBI3qMU)?rAX{~=#FXbAozPfUK|62S0*C-!!jq<_QC{OLBT+{XNYm}#7qx^<zl#lAA
zT+`3!UdlE8#$KcRCSAEklg39&Ptuj^^{>&-zDD_!Ym`szrCb}|TVy%em%e|^{tJ64
z*XrKZ3w^Epc3w^rUzS;*=yy~DQ4K^j5Y<3b15ph`H4xQ6R0B~BL^TlAKvV-!4Ma5%
z)j(7OQ4K^j5Y<3b15ph`H4xQ6R0B~BL^TlAKvV-!4Ma5%)j(7OQ4K^j5Y<3b15ph`
zH4xQ6R0B~BL^be#h6X0{&*=ieZL5s`&)_}EWmE%E4Ma5%)j(7OQ4K^j5Y<3b15ph`
zH4xQ6R0B~BL^TlAKvV-!4Ma5%)j(7OQ4K^j5Y<3b15ph`H4xQ6R0B~BL^TlAKvV-!
z4Ma5%)j(7OQ4K^j5Y<3b15ph`H4xQ6R0B~BL^TlAKvV-!4Ma5%)j(7OQ4K^j5Y<3b
z15ph`H4xQ6R0IDvX+VWA^m@ND2w4c)JJXQt@h-oilp#MnZN=LILt2h#r{INh%4mdn
z2o(q@S9T)2h0ua<5n-splw5>)2zMh?Aovm1BYY3xX@orpze0Ei;X{OfBb-CP8|#z=
z1QlTtLJ>j<LMeh5A%w6EVJE_Vgf|f0NBB2FJAw&sw6ob}IF{LKJ;CByuVbFC-0pE8
z&sOeq2ZC-}h26i><)w@&d%*2S6`pofl~>nM9YTSiz1&T}w#@GG^vtQOwfieXR)xdw
zuNFyvxjlHfwZ8`~zgGu?K96su!_RE?pl=!fb}?JoYKPy)Y~a-6D`z&xDp!!%mX&*a
z0Wi0$(h&?G@>M&)_Ofcf%Ns<?WqyYpd?2DaEB&q@VvnzqK`ue23NlrJKg3nO6)4r3
zR@Vm0op$hm1Sr=8e17x?dZJyxt5pmH{pC*7qnIdBTwTXw4>1Gm)e1;Ro`Xyt2YqfB
zgN?mOFBvqloeS~x!2*2!9WN6$RyaJ4pu^_yu3%=bV<k`Y4>+L2TEE}n4YEXfccGEB
z`0<6;o5rx6k16;L;hPyqGrY+ha4pH)0rIO*R?hAW1RYhZ%E&@CG~V`Y#a71dGqU$f
zfxfa4YJi~y*m`9J+lrL8(&Gv^ZA(gSv*p>CzsANMSB&g{1Jz%)Q}tgFEC$?Lg0JRp
zD7Gc+Jv3ax-c-uipHTYFQb_s{68n9qv8x(<1lU)ge-_njm407swaZ({K2ZV=f6&G*
zpk_+|H4k8B8XR6*ZE#s0d)z=`1=w~23i_h-<vXdnyYaR2Th!-k2I}(_LmB%$s_gkD
z`aFU}tBdL`!q*`pS0<>PG;pF{pu&kNl(o3=b;83rd%(DYecuSOHDV~({l;Z}UzLq*
zGX{O^X(KbZUDY;r+Td}OJ8bMZBkQ|(fsGBdRXJguj`CXQ+zI=GAy2ah0<KE04ehMu
zVl)D5ri1NNmbttYHhYy1a=)rz%GDb@Y^R~hj^qJ@uQqsDEq^ok9n~H?x(cupP}~9S
zy_5&~?n>CzckAGHjBmtjjTzc*NSK$GotY54w_Vv{s5fje1U;*&J=GP?i^jb%?Ml58
zQVuJ@dtXM}9`jCOyK%qaE9Ei6F69RCCd#EC+#d#1ikA?RA9P5(DM?_z#E+#3yk6pp
zbb+@>ylaHOk4b!Bq`<o+J}mLCB%U=&l)oeK4Yvt=RN`T?1a6V|j@bf#DzSBrz-J`B
zd#=Fr0#=eIll(E{u@FX`1WYl)2@)qtJXqqv5)YF&MdA#JhfAC(afZa>B_1Vlw!~v3
zo+|MKiHju8k$8^8Qzb5z_*RLRN<2g2GKptPyj<di68j}yEb(fI?~-`E#NUwk0f}uA
zKP<6B;wL3uF7b~f_DcK{iEAYOrNp%ozbx?zi4RJ=TH@bHyhh@8B@RjazQh|P{+q-N
z5+9d%tHdWIenjH0Bz|1t^Ac~D_>#oWNgRt8u#&wrN^FsMkHiBceo^8iiGM2bbrSED
zI78x}OPnR~OA=3z_<+PyByN)UR*7Ghc&5b763>(PHHjBX{D#DLOZ+>Dza{Y@iOVE@
zQ(~9IZ%gcz_#KIBC4NuhdnG<1@dk<Cm-qpRKae;q@kbIrCh>8Jw@dtQiGM8drxL#?
z@#hlnm-v*#zn1u{#IH%*F7cZZUzGT;#IzwK|L_-yjS~Mu;uwklC2^d@pGj<z__V|p
zi7!apS7HTQNV2c~5}PDWka&Q^gCrg-F}?4e_`6<WdcQs4krLDU><N#PnBHGcI7i}P
z65lFuy2R5Z9x3r`iEos6p~RylULx^$iN7K7B#G@3=So~DalXV=5>JyjAaQ}jbrKg!
zyjJ2F65lWJ?GiUgJV)ZN#PcP7RN{paKPB-ZiJy~riNrsZ_-=`RA@MgQensL^iQka8
zT;jJSc1Zk3iJcPvRbr3CEfQBt{E5W15`Q7_8i~(J9Fn+G;`=3z#S7fYz8;XcpTyWO
za(hUY_z{V(mzdsn&+SQKdcQrlCyD8O_S~K%-XrlX64U$YseGoy^nQB6^ChPD(Gy-G
zF};7D@V6wU_stV_NPJl0DvAFraX{j~N?a%L-z8ov@joQKU*Z;tw@6IypQrvFmiSYN
zAD5WkFHhyqNKEgOC%j8ydVf6OpGr*cizoaGiRu0DgkO=E-Um<k4T<Uf?}Xo$nBMnJ
z_>U6P``rouRbqOdJK+|I>HY15KarT;*G~8giRu09gwIM$?_(!?QDS=kI$@(p*bBXH
zov=k>dcQj1K@!vZ)Cs3bOz%%8oFOs2FP-pciRu05geOT%??Wd%RbqPoIpHFS>3!#f
z=SWQNHz!;yF}=^6@KT9qNnA=8Vb(fP?v>cIUf?>3OX~$*E3tK>!1Y@BcLm-oakIqV
zlQ^_Vls~N1-z@NBT78M1l6c1hqWoEjty=_sUTgn-f%ixp+A8oqiJKo1_?Lvu5WHF7
zW{FJ_A0lkQzE)y7BMyL~c8(JD2TFXm#MevwcZtVwoPcjpzmQ{`2l55RHk#8*$Q1Za
ziEohmYoEkSVyJ=Fzk8af|CGc@HwpZl#36}akoYT!_eoqbLDX-O_+^QIEAfFzqWn)1
z&x0UjA1xB+WeNPH#Lcq&lEf26i*nKxh5b_mPLVh>Pv8*}w@7`AlQ>W6BS*vV!$`85
zB_2Co;Mo#S8zb;N67Q7dE{UyUMfn<uTeAh;DDlg(zlSBBB{8m!IR7VdMg83px8w-?
zONlFF`EMoODdqbEu=oe&@%d*2J`;f%-FFGnyng=(tVZC;5%|^!JTC$-jlix59E`xL
zBQUPRdhqw%2>ksB{73|TDgxtLtp~jqA~3GpdX)b<0w0XPZ${wvBJj}&{ErCyNd*2f
z0^`cB2S1l0a4hx)J;pBr4~@WT1kQ}W6C!Y41TKugb0TnY1U^nSh;Rbo6NFZTlL((8
zv>|+k@HxU42sF39LO6x+AB58gbf<e3;T*zwgm#1ugbN5?Bj7rgbs~@-=tAJifI<ui
zMuZrIScEu)J_sg+7F0Wipy%yh!2d@0--Sn&*>E4FyF(<XT_aLjf0Kxt-YagcY?p7X
zY~8n3xKY&K1oHb=e#;nHaQV_PqJ&>O+8i~w$Kv0(JEVAp_$H*g6w{@t#O1wwA*Kho
z_v-<BR<)Iha(=IfUR_?ELXWti6&HcH73SB9xEQ93?;baAJrGgSml9V!G1a(yRc8y(
zEup+_6o6kj+5-IA5W|CuV4mcci{MU&z@b1v+<ZrG?D@t2{{}bqw(_b9TcF(M$MXW7
ztgWnc1n_tOm${BrwhCW)Z53V5<G$DJ@VZu`T3OYkoXbtBMY003Gk|9q%L6{xHSYEC
zSb%Q8K@>FvQF?e$1B0?H4mzrBle$xryHnZSsT@jG`vO5vZ3X)D+X7BJwICz1O`gEN
zC-QGlK@KS38?Et;miW%)-&5#&;zS#7fta^J%v&Mm?GW>ph<RJYyftF2eV(L~FXM^b
z1T~5iHIfrGniDxuRIDU_05<4rf?#EWhIp$9f{zJ;jR}H_34)0Uf`<t<&H|^+=?YGz
zU{Wq2)+CWRNn}paGI`TUqKiqQ3oa!W5yUHPb_Zr=z{X|F5v_AX>m0#gj%b}DTIUD`
zCyVYTiw2WLgKUwREi$vUOu@dOk}arY3o5yyX0E82EBeb7HFG7mT20Pzu24v>U>D8#
zh#=-_MhwkD@wU6}zK4Voqa#O+kA}z*gC&Mvs8kHS7<e)4Tp^Qq+ew`IB;IzC&?s*^
z32o7v-Q%jT&6`d1rw9#95pqot3``MnO%ZZU5pqota!nBfJw?bhMaYHbykEq;XT-d3
z#JqRJynn=;d&FW;Z4<c!z+48zTng|Z=?O`IB|RYxu#ksSnZ#*K;uI$F_IX08JRwz{
zkSb3|l_#Xi6H?^~sq%zWc|xju(L7%?&lk<}Me}^oJYO`=7tQlU^L(v2X9CT+5Qw=_
z5OX0AbEP2WLLlZ!LCnQLEQVE1!ijPgPKJO*OJ>h2nZ3YvSK&R2vDYYBc*k7}i)SEd
z=bhMzaU|&rec6dgJMnENuI<FEomjOKqjnlQR7Ml-D&1(t6Ifm=;TQ3E7SGZ6=fXew
zHe+}83jplI_$LW@*wq@IWd>Z{;{hOY%Mk7s#cU8$()QvU(pTbZM7M(o|0pZ%b>ph+
zcoNK3JZsILxAD0@y?NqP*{DkeU3Jsq8w$Vpox?e#Atw7)Hs|q}@y52-f9?3q2M2ey
z4g2n|{&dIu-&C1ge?I=L*!ZPCIM{FUZ+siK&d5)?|MpLJ*d9GK<Dm<ietgF9$c7pD
zX{+k`A1)f(=aCElKHmD!-%3v1^_~Ab^+|QrA8xC49`85vqpcG^vD|yd?Z-y{DrZsF
zfVx+T=kGB6^ar;j{@wFr-jY=tkG5`jyzB4HuYB27G;aS0>ldrq`|Qjt8T5^cr~lHJ
z82I<0#>(xb%A4h__k8$j^XO@b<31{xzii&$T}N|Ve>*pF#$7i)vHxGz;<L+MT)XFI
zcl&;Ka#?fCUydAc8y4Oj+jZ~$dspB8;VTWZHjjNiWyI1cnMD_Ne!BUc`{tDIdGUqK
zmy~rMCAeBXy4O2p{oXIG%f9rTbqk+;<&o_<u}e?gf6HPuuJ-k(2hZC#dg$vnw5POO
zi~hCB&m{bC-kHpAe?9quM8n3pHM0*`-pZcw;a#SEOP(lQ{LQ5a*J}U&wcPbe>ba_q
z@4WY1>35zCw|IVXDC6KCD(<dR-^%r`ULM#oyW$TEx2`z8(*3g{Yx?Xr*7(!i$qDX%
Roj#K~J+tI+?fn&u{XcgLz(xQ7

literal 61688
zcmeFadw3K@)(6~^1Q{S^g2EaV*U=4{D6k0^$#BsOOrWEKM7eqm$z(!Cax*gni6R7(
zxM_z$bX{LxS9jTUby;;4b(clFC0s(lRf8AAb=8Q9Jw`O%FtW&ezf*lG>9k~hpYN~l
zdmb8Qs_Iv#PMtb+>Qr@APiJ+WcUFSUrpPN%xmcl8mdikLIU^^=5d^tPj*^1!vz4DK
zCn23AFe5+L2#{-BsfqnVJL3dXxe(`D!%<8pLn$GJRBoWF{Tw4lhDxfDrgDQQnq{P|
z;hU;~%g|g-)K|~tEMeB!1};N$Inqt{qei|p%o%CmWgN<K34p0w%kxIQHSA_Z$WZE&
zWTa04>(d&h8|)Mr5-nX6(x>Bhl=^X)D^Til<FeM5`g;SnhEArJp{#G-$Dxw{H}w^8
zx!PYFjIH6HST8b^^<9B-q|g8B#pa@1$@N+LO{P;v7#wBD)eBux7Inky%NHms$J};S
z_Y+&xb)m|CJbCus%qOQNE%{}6p!lMRzbr2qTOOzk*N&~txoGS~6UPOs#*J5~|If#V
z_zAfU#smx8^;JX;34(rftpak&k5ENfHvoQU0Ng(SUIuxN$DhP>;$yuE0345g$pCoq
z0Q?&UpeM6E9{*Vb@Of$g`icSY>;d=;9spl70H0X{;Fk=*=h6Y_a|WQlW&r%80r0cH
z--(a)nlk|XD<C|co(~Ryzc&DW&j9#i1K<x0fNKNb^9PWB4CtNsSg&(If36iodKW&&
zYj4T`{GS<sJ`Q}ia)y%IiU=<0Kb6A#`Ev?O{5AfifndmAGk?y^@~TSz{G#G=zfxGZ
zw4$oAFc>PT2^AI^q{k&JuUe{<F7=0kN-$L8tFBXmmDM$Y%226N9X7y9LJNtNZ&{(Q
zY*}GxQJ`EYt?~QmtEfcr*9JmF?JFy)Q7Zfu6;;dq#4S`+Vg$>S(yD5IB_+xc6c+kI
zb=CgD;==MOAA$G}Fc7Trjh}#eP_SG9=W@!fFoMEDcsw7sr=lo8%+T~2rIe+WOi{LK
zg}+9y23A{CSQ@A-Di7QwMDmr@C_ZNFukck=E2X~js-U05re>C|s0oA&O61)btf~o-
zfR#iE0V>GDUPLjU5u5GJpE0v={J8NhMMfv|#d3P1*%N!CeX$9B(edLZp=T5DFHw9O
zaY`Hik~kdHi;z1%Nf~TP6Qxnk4jV~;|F<dCur->GocL&W-h=62kkSZ@E*r|<#QBsy
zH4r$Ntm_WOwg~#c%KviuZjnAoq4|+`ju7-o$`hRao5)X8p5b)(jKC0*X9v=B$$3xO
zuXBol_wf2g;vKwhRA@lslKA>HoVMWIG>~znT5$Dt15dNy_c9-+1>eN<85UfL7<{rU
z`2EZ$$AVWgeXa%XU|hA}4>O+v3%+=*QSV|4-op423;qQ2DYM{9q6VL83%-f*S_{6J
z`P5tRCA0v*)oj7HFuvY`KhJ#bwcr_d7<@KZ@J_~CEcobpgTCE@?`HlT7JTfj2K{~u
zKA!PT3;q)G(JlC^jCWh`*BS4z;QJX@{%X`O?e-nU?H0U~@l*?bknuDN-o?1nf`7qy
zh6Vqc@hl5|nDHD7{vXD3EqI)9)q*FnJ_{`PP{tQq@KnZ^Sn$&rFSFohGG1-L&tbgQ
zf}h8Dy#*h`c(Vo1Vtl;?pTzjR7JLfh8!UJ(;~OpbEXFrk@O;L%SnxTFw^;Bi8E?1X
z3mNaQ;8!!g-+~u1-f6-8jO!LWz<9R>uVB2#g4ZyvJl@~_?`Pa@!B;SzYQb-2Jk5fy
zV%%xLzpFRu%dp^+nLf*cuVFmLf;TdrYr$(7S1oum;{_IcE#r$V_<F{dSn%I4US`4X
zW4zje|DN$$3;qz}^%ndQ#+xnp6O6C7;7>7ruLb`*;~Oma9~j?g!M8BJ$$~%2_!bME
z!FY=Wf06Na3%-N#4h!DS_<jriGUJ^Vyn}Jwg70O#+k&?;-ebYvWL$Zozy0rL+-|||
zW51eV!Ee9QD6d-ZCdSJw_!`EWE%?ohZ?xdc8E?1X)r{*Fyqt0SrvB|JV?4uxmoTnc
z@Fk3wS@5eFZ?@nI7~g2YuVB30f?v+KZow~Q-2P;L`PVa^VZrZUT(#i4885ToI~i}b
z;H`{rwBXM(-fqF4VO+Q1n;Ey$#se<7u6Ua93=6)Aan*wVmGLqQ{wU+k7JMV)8!h-l
zjJI3x2N~Bb_y)%9PxqJq0md^d_<fA47W^K@%Pjbvj5k~GuNdEG!4EOsZozfNbqoF>
z<MzMxm;ZgnGc5SqjH?#>HO9*<_^XUJTkw|{-)O<B?=s|Qx8UWB>lQq~xc%?_<zLEp
zh6OKST(#g!7%#Kn*D~I0!51;U(Sl#Wc)JDnGOk<j*^Jva_m_VL;~5rw8sn-3pUilf
z1<z)@*@9od_(lspn(=lE?qpoI;HNWg|3`oMM>3va!G|-hTJWKams#*c#+xnpQE5LG
z{5!^V3w}HEv2W=wXEWm&7W_8GRSVw8c$o#imGNc^UeEYO3%-i+b_>3eaovL7#JHU{
z(r`&XS<85a1z*m%YQaN{H(T%xjBm8y4=~<t!S7>Sx8V0MZr|Ep&N~^;u;6PMS1tJ8
z885ToPcq(Y!5?RQqXmD2@pcRTFyp!fe~@wev;F1&BjXtsyoGVqf<MQ2nFW7_@n#F&
z!T3fC{wm|`7W|)#>lVD7ar<-q<!@s=!-DT%T(#i)885ToZ!+F&!Cz;5qXkd=wIN5l
z1^<ERbqn6ZxSh}Uq@91wc!mZ4oN?8H#~3fO;2$yGY{5Gj-)O<#W<0gEzdmJp(~Aa9
zXHk5#D1a>{obu$=V#3oTh_Ky+pKHQ9O!zNMxZE$NGg~?j>%Cfx*kA;<UJ(AmgeREr
zR1+@G1Svbsgo|@w0&zK8M1Z|nMSP5uqGXtG*=LlOWx}yx+I!`g@S(k^qU4(JVJ2KP
z;mIbvz=WS{!WWzH6cfJ0ggZ=lnF&ud;ngO5xCyT{;is7JdJ}%C32!#xBTV>u6F$;}
z-)q8uX2Lg^@Y78AMiYLz3EyPG&oJRzO!%25yv2l%GU4qe{45jRVZwiI!uOl-vrTxX
z33r-s-GrZG!n;j)x(V+w;iFBs!sC?e^E@+tB7Q;xCp2(E11B_aLIWo>a6$toG;l%#
zCp2(E11B_aLIeLr17ACSenf5f%&tZTJ$Z+ss7)=Qgm{PAu*1Gxl!{N<12{hVpZIp1
zor@Ty%P23_8OJqx8>MM0Ce|U+TPaOjFtHYqeu~nxbrjnq(vMJ@wqjx%MEZ}ErY)G*
zdXc`5(kD^6UZn4$G~MpTszv&CO4AlhY>7zUN@?19i4}<SO_ZiBmsqYy*HD_aT4Gru
zeFLRwizVh1>0(OL)=Df@q_3uQ3Z)g1zLL@oN_QUvF#1wT(-umsQ>155nzl}29U?u2
z(zIm~YZ2-3l%}nc*d~#_fYP)@65Als=Te%sMq=wl`V30bmPo8#q)(wVZH2_DMS3Wu
zX=^REM5GfaO<N+d0+Bwl4r$s7iRFs)SCpnLkXV*Te@bcE`iMD2`T(VA%OjR5(*L3~
zZFR&Hk$#QRw8atY{(;)Rhtf_;cOvax<X-4r;GVx=9;`@hh}#_NHluT+vyZv8qiVF$
zp09oDjfUD%9cS00jG{)aQ`G3B@a2eV@9XcPil!Dv<L_WFfR{7e#_$-x^;5@&Q|oWG
zm4%1a-<+U08c!qIhMjh=>)Y@qwPAWQ1OogYRGS~kv#XjX-RW*Pn&4<$0Vw;mXUQ1z
zvg2PlQb+#gI;v;T&N+C(*ONYta#U@8dIo)^(N`)Jw}0grK0iH+>^(nH{w_)OAxfy)
z7y1~M?B7%}I_X~wk7Sr0p9b8)@G)qJn#XV}!=Err4{(C|X@)!c!w)k248zkfh(LWW
z!+&JB!hqK@9AWrV(o%HNO$>(&xM>SiqW#OOeeTgd(dS~=WFJ<wUHU^u<IvCWL4%@-
z(sioi>^_<cL6fiTQX94>xLyBt+|h-Ws*#oHPB5Pa=K2}ntZk=Oeoi{!tn(-<4z9>(
z8bcyBtV~ZsH)$MCMf?`T(JP+xEHx5>>QOdLzuf`TIs?)>&i0sOeGo%l^iAwWSYdAy
z)-s$LyBe?>nZ9f-wR>cWmx4)ug+XPv=(j<T>=t-6^_uJ4*SfEBU+*s5-pfN}9%-?k
znOSEuoDqvto1>GqUPe5pZ%3f-_)k3E_1K)IxTEns(llB}EqV>{7gAH#*k2@%sDBQs
zd~FB3s-y94G}ap(8(9twFHr-BK&0e1>`Z%s_OT&cbmaY)Le<e}WAqhNEE4YC8ppWH
zk3KhsNc2A(5ok{zdJfPCp;YKr_%wGzW4Z#yw*1H(CExd$NT^M_!*|SyA^|R4r+c+y
zUKp|ub->x5oxf%$Nz$<0=IUDc;hG=fklV2?8|`=&%7}ZlPhLpEX`Fs44995H=_sjc
zJ4K`ZN^M8CVc4|k-7po^_qD2hic)IeF!A-;4(b{3-som;de#<@gMNA&p4Npze}5%q
z499@eKSDEvDcGS3?Tb>!FJTpqyIN>8>c9G42%@h>7y%%_8q5)th>b??^!DXSpoU4m
z24XVlDX1$pos3kP{o-Dl#|;`(6+06YkZg>QY~-u?LcmH`5zJ>cgxdn;DKQ$0y?j!^
zXX{YFMul!rL9%JF4p^HU2d7_(KKc&TkO|P)zRVaz8SjaVP;GWgpEvTr8}T6e1XAc*
z1x+}MOe_N?b}9tHXqiSt8T$R0d19YI1NydHFxLj%tO582qNtJi7^IQuR|9~qpS?mf
zWhJ=jlQG@KE)?VC<f+KsngzjLpa#Oc$AeJ+n8;FzEXg1nL1Yt6WRDhr>;)o=!7^gx
z$W`CF!Zu-HYTzB}efO@UQTP$VQrPe)vOf1N&!|NFUO~~{_>LqDrQ4-7k5bM7!{-6R
znn!6}`cp$p_8cSsg~mjisga+eJrAj(J&*Oo<6<IIBPUlQb8EUu#@~~SXON6}B%=#5
z!ZP(7RAO}J(}L^Clc^w0!BPh!XQSW;VBPgr={U#PjmTnuMC+yOL;2d?>s9T5+VD|#
z!Th}Jmh9b7+?Sw_kG$qKMfs+$5b)MtkzNOFrNGq_8i}RW#UP@k){uB7&x_mT{1}~n
zr=Xv7I|Z4?RIOWW{rnQOwI@-vwW)iLg+_qE$;`kW?<^I5QkEzA>ZezrtP-BE0JGz#
zO^B-6$Dxy<zMlh+kK7MP_d(dUK^_3M>$dmF3qH9@X<wT7#g>A$59*6yo`~E*{-$a7
zs+p>9ud4NwI=*O81Fuo%tF|Mh>yh5A4x;2&jtkVIUpW@Hs;-W(PB;*Ju5ZOC{goXg
z+u;BPy}kfW>JS=bC>_vTOvkCS?4rlu7g|>g%Wgr~?)aaU@Ag~ejoe0dcHyt+8+mB?
z5wyEhs4E^C9670>Ct>x_?Y;cxsoK|C8`duHVDsT>%CRy+fk`N!7yOdqCudS&3?_TT
zogA%>Hym5Fd<dqJ)N2I)NVeD4($HfMj@_6PUWh&&>DZjoJal71C|PTD{3DcdtW*mP
zJvO5)DM8T^P32NlZK&3YQJm7FYAc8KsL`9ScG;^oeA1(4ey?V}Vry-UC4Q|w)U`d5
zLZp#U%2BX7+V!-lf7}c6wPRR-X)mkVmtrarYccJ0%qQs{2)^dCRH&jvjU<iE5SGxG
zZU;bK_7j+eKI~fzEDVb6-(civJG|O=s`k15Ezo@Eg}l}g6uT^%be>~#YW)#s_zZNa
z$pkhR*wls=8*)Nl*B==Y`n>+gl+cj;hBjN*)1?1sfz7cw*EY==#u6}BacrIe`fW&u
zzL_>8)IIIo@au$4J2!MgV@s&?8N~^qLGYsR7i)f?Ky~DOPd`jix_;r<oY3qU7N;U0
z&qlGaYV=0IQgwY7azYE!t_{D<`OxMzTOWP6W4-Fzt=e8{OH_n8sgb*dHcHeBM+o(V
zN2qIdkiz6TVS9E<*W3E$uQ33`ID>7R4$D-V;-TRM`l_kW<ZG%nauBeqwr?+8ADv-y
z_1rR8y%!2^+phXvD?o|28ic|lBlf{@{dxvW>sv51X47TRyGft@*3*k4x6+d^=!A7u
zm^r<^?#SbI8d=)w`K<>B=iBx*9dfLrRcz#cXc(%|+w5*d!Pr8VhSF6GuosdAJ!a^9
z?R^ZimFYPcO)t`LBYRgd?}%f1T3TgzQOGHXa^?8*MoQ8%vft@Co&6Km3HfVw(Aac!
zIT{~;ro?*U6a7@QsHr9VzUteqM!e~&8fYP^$o;lvh}86sqmh2jM8n8SYrUq|9P1ti
zfcmj+!8-5S^sMZ6wDR<cUhP|xK0J}XQ;WUPhp1(F*@yC)4zE6=Yo3(P-LO*%l;`?9
zG?k@k`btRiLB4ON>U*68N@an1ol{4o(Gaa=)u0AQVMEhYV=?5qHr*a>f~?8V)yRBI
zh~%zlu@Qlo(CQxeu{{w8o7sV!79jX6-ex$n#e*C)g>L&&tZ2qQwMMLdCLO_K1mbr}
z9T^>9>!FUg0I4sqO1bu1AfxFwQV37(0OePXt9F8&Cp{O8|A|i<keBe;fjAuH_3hw;
z3b*YVRO*-yDHiN1bu0vM72N4!bSk<L-}wz+)O%f6tvi~=WA+pErojm<miCQxuo`Ws
zM-Sw?+Cs_dn(Z{;@?GzR^<LZPYDc+|GawbI0QK&PorD=djE6pZ&3*^IhMwwDwQ1>O
ze)fJ&XCrd3%z-bpBL@9k*)1Fn88`iymhDUbE!3v^-tk7Vy5KP23bxzmzGK~oD1$MT
z?%14^=63ueY1ZK#Nudu!R=dbbPDf8?AId)LjgA@Kb(x$`8-7^rX#5!}(6hnW?bsX|
zON(7^lx|@nN+fAhvuBLc<NDCiNaG$imNu~p0HtTFB5Ml&Be(Hz2y@&{nCPfBPm)t<
z_#t7{c!N!JY<L-pMkl>~F?`f;@^fk=Y^R%4wdru^8m|`Dzy3m4<R_4L)fp-&at)Ma
zSK_$cajY98^{GZ0(@9nENJ+vYIhyXF=B?R5sx|eRY+p2#K8pCCie(N~h@%o#JwOA@
zj)9Qxdx2_DTR$1>wSA|r`5f(U5FKEPg++zA3Yz6;EJFeVanx#5(bky$djv}C9Dt?k
zp$=*>8tYg``z@;PP#g56#0Ddw{|+qCNv84YUZh6vAQSRNe?=?07nEEq;}&8zdUiS@
z*eS@@j$*T5&1V_N=w~5m0O&plzDf^+vAFLroaDnul81siF(FL>d%7jX{3M8Lv5L$0
zVI@Ng&PFKKurRmQm`>i0ENmxQq_%br_G&-OiT*8}d`b2@bE0DgV_zVzDZcv5u4@ec
zF8o^?c`lFZKaR%dshsvXW<`BGWPpQv55|erEm7cZYZN&*%sz+e^IeBR#dCbmiR%06
zAm%U33B-vWjEM5G=yTIZ0KNM&lKXB^Le)CpnTQILDOxc?Fs4e-3ThGfhc}e2C;K2p
z_1Z^xKHUh|VIZW?J_Cte3GSuq-D}W8u&_H8qrYN7>cJmzIORu$x9dAln(VlDe5=|I
zqA#fHYO|>^@Z!SB&^VvSi;KUdmmyEw0qb9ah3Kz6Ng$6-8V&=%t(~fE*B2h@TVBjY
zZr^&st9|u?;w1X#(w7W}l71_>d}Rabdz9umzDvF1eL&v84?vV>#5y55DT6BEvX@84
zU_SU%-+!2TF7&5MqjygwGGmPafu{A*>Q4(IN8`;<ksv&$kMJ<2dC6429fWH1<iRK`
z?%H3NLRL<~QMIWMc}o{jaAKKEpfReJl&-@31l3*CFjz5J^dKq@=cd|vc$GDR$G7A7
z>npWkm#yn>7<wMZ=2{yqvfTA?EV0%jeUn%XQ9AS`zK4Xm@*1&C@dp@_s*On3T~u*o
z1SDCT?u5K*BqzJ2cRqD&{_e16h0Puw>W;2>J-7atZN)VWJ(q+|qotIm*#+}d8(M9s
zXA0PcUsdmIYfK_GbQg?9Q&eC0DXK8GII!0MD`~t?aRYx3TL%pdVuvDj3g#o&v#+DA
zafB$3!Sx&_nn54r!-=+X`)TB*5jSiWuE!E1@@sLw@tULYL+H%pA{qpdu`7{`6_Fa@
zU5TsV7$c%iXrFvR4+?st<>^kWi1IL9z`v#T-VfwyVOr79J*M`)8>?7s(WK_D*+n*{
z7ozLGayy3S^?0UEOb@@V`X;7}dbU#gVHB4`LfsWZBcCNP;n?p(W!WuW5(bMGxUf;Q
zl)|{8bxXspRF6wov}4_$!C{VXGA%Tqg!$?AImQOcS2G-`jT1<FnC#nanCx3I+3&$*
z-wIK1b40g7HJdJt{%ryo;no}>i7|Mfcv|>q6Vvq)ojQG5I^6rcutY_F9RMn#{Dz*K
z6*pcQoj3tgd#f6~TMRs7eH@)W2@LgpAjTSLlr82V4}$HZZ$2^l<THfXEj009YvOsT
z8%t{P0liCVN0V^AYj%*==<`olcJvCFoUVHeagx(_H73!xA2)8C5-St#>g0QC(JtCC
zm$&C@Cqt$gP%~M@4Uj+x+trArb~$K`4T1!WOYGf5z?jHpf~@N;HHyt)nn_Y)m(Y#{
zT5<um<Xj3PCtpaF(RR74ESD;K6I{CfSAX1~8B8?h{eq7#0?m`4iPb=4^Zik;|HO^v
zf8aWsH(;%crFlP}Sql&jvYTp}O7fCVIO}9=xY0wd*lW|j6++TRDP?WNl9?v?ELDqb
zjbq17$Vx-y<%6P8USDUvwsVf{8+Th$x}v`Y)ZOqyqGR2>L695{m#X_Mgr+iAAr~6)
zf^*XZ<kR9L3;8!uezYu!b_+j7{qlbB`Jq(2JiR)*<r#Y44V3t``Y3g0wUd0NfN-Ay
zaE|L+$E`E4@tGgJKFNzU)~zi_VAQ7aUZNo{x<j<<WfaYK{X5?=>))7{sn^CrHnfC>
z?IKvWim{4eyT5O~AYoG@_4HB$v>|P}G1;95+C0|}j&)}t;zfpC^uHIxxc$h=_wDLB
zmG9?hx^?Yztos^D!J2ObE%`<)JlvKP`bgmKkg|O3dD$Of7;D?}wO8|_W9+@_%lw9;
zSYQ4et<v{G))|h?^G9QF@3M)t<@y=Tjp@}(3}G6bq=<$cHV}D0gnDKP!>vD<6#fTV
zg&W$d@_jozT1k4j8ogf>gmb0xV0koQ)l_eE^spk*{-gl*;=J0<-utqAn1db6X~F4e
zJV*`@>Ra`(ShF0+*K|_H9k0OV`>)qj+{HLwpdEo1p+ZHUh7vSBa2V1m`lJ@UE$-Oz
zeONlCiq+J|SYTn-D-YXVt)1AkC{NFw6MeWIVtPo|-pKUP9um)+o`E^oNgfux_Ocqd
zHa&x?@@j`KjZV8z|KdaRZuGgcsH9grsK1Xi+zhs_qu9p=;T-L`v&7Wu!mxETevD?(
z(u(M5Tipj*HJ}qqk~za`JLJ{6#Q6noWCZMb7t33tN>WJ0M?xVVU=jjoqkZazu6n%<
z6(buKu0M;Y+tuc{V+1Oba;QfA{{HoM-Br3iKN=q9uD@lNGn``V4`9luzt|c24wK6k
z+P<gxAtyicJGX0>$1%5Ojt^UqNAx!jz*gECr_qQ}XgE`!Iwz1CzR=r|iS>%t8(n6j
z5!CPkHk4mLKZx8ZLe}l*oY1+rXRA4DD;;j4_?zPm0!<VT|3#dSdbO{+-b0r|&Sc1$
z><s^`-~Nr-C-1w4yxJG}ncu?nA+0{g2ZesBpD(2KjHxzUvb%m&(ojd!BuIsEJt#H?
z5xIU?gS99blA|dFwibI<7#xg2n75;GIhN|U(<ompM3yF={>2icV?Rfx8{-4C()`6(
zAlrAWyAru`d>=t;Vqhq-FHr4zuP+2!B`2V2?~x_iu`^=7H2PdtJy`0|574o=MJlJx
z@5WLLGgWzl@B@x@F)$FOjiSOyh#RI<x?!@@4O0OMiyNj?SPHq0*gr&*7s75162nWN
zm)L&DrE32|2W&zAVG4@fC?=j$kV&1NrMGwT3`KJz`FhjbIDRn7tl2@+f_ZL4IUI*!
zT<H-Mrpj~R>&1FAm<122<WiTz<1RrXRmf>t3DqG<w?{Nn&}vrPCo$<9+;n?=B^Wl?
z5=rBmra6I+j3M+=zU`mnYHP@a<8JBF=$IT@teEca=4d~N`|^C;$ar0c9F5CBi{nI6
zM=C1DBJQJI4M{Y(6l$3mh4B30wioIF7*6Ibw5cyiL$`qL3R(bDB3GsDqDN>dqBi_N
z%t;|=fP7*u#)}wNsPK;WQ6M_$TiU19-iKjSEkPZ+9db~ksqh0N9`>*bu=?_9ACv6$
zpi$h|S%jH}u-){@R<g!9zHjpzKC9QKf~UL9lO9*H(fK>Ewx0AG@YkOf!V%LjHn<=$
z?ZA1pmFbJY`O;{kus1K9(~Y?#4H+c4CvTv$*FDkVquiTVLe7=^8J%y6y6MIc&1rd$
z<fe9f0UnB;1yMj)ZgghoJiQ7sxTAAnR#{%#mn!DL^|)Q2?bpbNdzuU4s;f2pIi0FF
ziJc7#B-jz$F^*N6;^9%Tx8T3H{aDhHTytDU9gQu3#Sn<=b5JE(_yOIgsxB;y9Zgrq
zAr)9G))kTuJ7D5`Dh<osJFr&SYBcXXeFo)5r!N}^$<IR^BMl4S#^*5Uc?16;DjI8O
z`nBn)*@wVJouhp-$M#)UhA|VHjLa0xU(;sDc`P*D9obBV)pR%<b4TtW19Sar<$L+j
z&GpchSNjs{Q0lMghsMI+80GX)kYtYQ82T(a{e9phf2w}lyI9VN{b+1vvK~S%cVun4
zs9<+UcVnnh4PNa7l>9A9X1C<asmCazw}1;27~TbnwV=>{2_O$!vW*Wyqhxit9yHl&
zUJt_DjJpb$nnL8R&sTP#{5&fE#lK0xuyh*e)1zYmT?-na$xsNp4no&3zBJ;idZQae
z%WWTarT25{{q!f=hgDT*0=20Ts%m;IjOBnajjn{}JBZ58MrCLrx9lJUL6PvwaH!rF
zY39*S1q9uBJ>&?pTf`P`Wcm-~SP5t`43c3OB<{@p+Q0PEAu<_Ef&S_{Ml4s~$+0y3
zS&n7tPa>Axf}wtQOY8t0SVkMDefh2(j>cF2gY=s1sia3ZkB?$601*3XhDU*Lj;3m0
zv4=zk4!eKAC=vsfOcz^TYT`<`&$aJ>kzvSp!g<HW|3DQ@`qPEfwO{BbLsnkbHf4yD
z5OU<F!G>ewNhCBQRkwpjKNsA6fz<_5`%EtQFp|;*_u&4M?kJ<|g7@G?HM<4l+8&Fc
z3hdp%f#`qw7i#leOO6?%6=Q1x7Gk|)>mcPur#m3Ez6WtAt?AEb4zQtwZ8q`;Q~VJl
zo`5(p{w*cRra(Ita^seW+7mnPm?-`ZAbo|2<}`!mBS5j+g|epqnV>`2@91+4)*GnI
zOvK67n?``BYn{>I@4Zcxk>20nSem{EG1{QqhA`HJGg7+g%0p>!2ZcMXXKvsd7)W@3
zCRmq|d@m8DP`}2kvh>x&;wfb4qe+s;^i?Qo%)OgY5KVgkcx*i=<a%VD>Wl0DAZo0a
zrj$CW20h}UGTR-)u^V4C=rN=m!*f&h3FHJpgJZcwc-Cv^h!Fmn9H|}E;s_)r><<S&
zQ*q9zMlPW<ASX@^g*UhB=Mn=5jBVc?X|Xr<v%PA&V(lVMBTt-3_M1=V<!c?0Maj51
zg#S9M&q>CS$V{<+Nym%1xb<jrYaP*rSQPEX*7xA)FM`RcfXB5hRD#o`=;aBxXF09m
zz$Me)M}}kFN_@Lr?V%Mo=xS(7bZky`G<<N$^e?E?Ot-5$ba89vDXQ;q>w#p)=82O>
zE6OOP^@Ecd4qh^(d&oAeL);t=X?JTjt%J@tw_-$M57J0MAFZ9qtp`qW{G(+^`;d;U
z@a?^sM*CVjPa55VH4QSM56(3EBW-u|@;I8L`dX<y+O~$C)vM|}uGUb<6J2-=Ey?$7
zgV=+$cJNyBJ+*grU7o8W6dK*)z#T?(;SWPP@_nySyS2ToA0)3iLQP+tM>M$&pC_&P
zK<Q3|;tqpia_fOp)*PTl4%q{dl6pmw_F-+G;~%?4tE38k+!)LK6P}$k9ORYgWip^s
z)m_HgCt848qYhYueS7w6UEi=h!Dxo54PV$}Pwk`qFVV^U^wXog)wH{IX?SSY^{A>L
zW(zHJeYa{63;|1Zcl|Ww#pRy@IG7)uuh_aS09!-zCMKpR%FxCgjz<5Eqtk|#dhF#b
z{}f!qk7(UEuiS#!J#ISx&)1Cl=Z4M__V4=c7HAx<X&Y6o)H<|%R9Hu0Bmb>i4nfuV
zQBPJ}+t)R$;d9idQ+@mEb6#BD-L=<fH`lY?y(nKh;?`a_o*K;8zFDBXOpgv?Mq8ci
ziL9`fcq3!PW-{G1+Vk+7QRI?5w71fOll-VRJ;|dT)(^t>Y1=RpCAsv~V?3GrYtPqO
z8#)KKexC@t$8CIavg5(l;3;m~zC5kQ4nGxsHv2U(o@n~&+dMy;2CLR#T6**PXe;TZ
zYp?#?n?KsmA>oZfcbsKN`7<Jgsc1rf@zY3rEc)=o#wE1mv*S$RmM|^7?b^RQ+A;le
zYDX(X8i969q;~vLYom4?Lpu(m9TO)y9&8Jq;m&+DPg^D0@m%(9^Lm1oqG|oxlcBZ$
zxINEsdp>)^+MayvKl$2sMt``qH~RWx1^Q!A{|5E;$G%mwJla>>AN%x$|H0y5K6>NR
z)n|Az57ds-_BI?a^@hXo;NF_k-L`Fc+C0&U=W(n)g!)6+g?PH6_ogW9piVJ0L7xnv
z<+>fuo3irzgw25Fq5VRPH|&By+5L=&dLhsC{w-d%pb;MJJw0SdJOUE`oFqOSPhMb_
zwD*b)8%iOm&va*Q&(p3KQa=N!hneh|<R;~h5C$vc&M?cp`gLOxFpbB2?MrAiS=;B<
zUQ&IF>|L0X#5@xj40nj_;QgzoWp>x*Sj>3{ne#93Z~+ZwZ8oH738lMTudUw2150`V
zv7uxd&)F>)<o)XZO7*R<&vR>gp|Dg4fo{a0?Jq|b#F*sCY_H9-$T5`UIJ4nX$nm*N
zTO{Nd<#xTk(vaht?V^4$c^Y0RyXBhgmijUJBP)`r@osH**ECc6lhOX&tIzagzFqq>
zt-axc!SvA6y%+{b39t7wblSpc{WWlkYv1ZNLjkh=KW^{W+}=If>z>G5Y!evmoocQ(
z%j4R+`ivh}n`l&fdjAHW>UQm2Y1B)TbUh{&tUZkR+PwgaE`A)^?ujh5M`kB`GCN(}
zE6>-yr7d7>U%v0C>U&d7oT@*uSKMu#?6!U8ex4>;kLIK0gWaR)h8=DH5kHUi!G&{E
zU0<%e(84eCEn<1C!7|08bs8))b#11Fr@23V#2@lTDvy%LJ6E4W0{h-1fx+5luuk^a
zJ~miu%PfpBU-jb`se%ehk81jbvs2x!9jng+zkJ^tD%R?Tw2yZP1*B*?w?DJ<N7DA6
zZ)yJcDlhvT_d*=q&~s03y72(sN8<7G46ko4DqM}#6pl5p&6Gwx<JDfy%Y4<F=)in3
z3a6O;`FXS$92qQb@ArAGZ)QYCo$hvA4hg?jTMrKM+V*)OCt<DSh<+=2hvq>Kd`vRL
zx9#e3(s}Gcdmj9>4T}vtAiXa<OB}|zI#w;9$=|gr{H_}hXld^@d~aKQR~{Dbzi-LI
zqceAJvv-8^4nsy;_+k>3x<6J4FKyT*-QXqHj&f_*4vu+!?_|E+^*s4YfqSA$Y+awY
zH7pI^?Rq%B^}|7`)+Khbuw^uAZgk8UUD%DR2S?h*8I*6^>5k;#K)ZAG88$Kpq|)F(
zCTKIEkoVp3eYoX6JKvX=itrWKpV^7Q%f{*;mOHURL5HL02n$6&|1wbjK=CxqXQ;l}
z*pR?%C=RADCAzg%4-8uN7G}v&X8ZKelj`W7_x2t$`se4=KVIMVd^Ak!m}BesuEU+E
z)UMRtQtzd%N&4=6Ecxl?&#q?f^4j8E=aSy?BdQ%|mZ8CTbSxP={;!0uqjd_rX;Vw>
z6pw39_}x7173!yBw$-;=`pIqd)0EzRD(%-#Sdx4WHBm3U*Y#pw|0UHObd#fhx9gGP
z_R&z7qNRUEX`g0pqwc{xi5|Mp+(V~v5B<}kfA@t0^$d;2g<6MuL1s4|5QJCKz7@w%
z4WBvPnL8bg|4RlExdgID79GuthDIu$sVjO`<>vbi(-M{TMDegt+ga3Ecv>u3U-hzB
z<2oAeqmt2DyF0pk1eP<Ym<W@#EV@a?-O$v0-#2*h3ezfaNL6j!xKmMW$G|2T!$wz$
zOC%BHlBq<hN2@*>nQ8afmL<bRS5EW@BgIqer(hqXVTV&rsdPU=z5@@MCgNbfO^^Q*
zYqWQab*R4T6_{t!?$AqJ?}#a(YX|jvWcCPj@LYKQG>@x&^{mL;WH;uRi@lM-?y2h0
z)sq(B22A@_`*NN~+k-trI6SQA^_{poZs>`J9Er<D;AVXpJu_v$=DO_$=da|PBl%w%
zS(N7LSUnTmU3*qflguZ8c{gj^4zH@UX)*nV{|jpvkuiT_yr2P&=D(4`eJj#j-Htox
z`5>$zT>Bh%Jb<V-;>e4*kCL0ZBZ{<J`^ufUEqt;zI}NiT`vH%(jaJ#2U*TC(Yzf+4
z!Bf^Ybc+Z53j0k;*PnWcdId{U53S@p5j>3$vE^lUc(mN3kt^(;%qx;3?h#Y3NW0}s
zSH~@hn%l0qQ2`W_W?FA}GG7z0c7?bPHWX&cXP52P{@G`Yc6}lC5J=tUMrNkD^p&T(
zGY{oue&(@ZHb{%i#Nv46Ng{#1Fgk*M#DS*eV!p}OaJPzCz>T$dudV|}p=rg$m8PGx
zyv&b1nTN=_h$}&ZY&$jT;eK4r``uFi5hzwnGHH>*G^~zRPzSuex?0679GN_I;nCH8
z@u=}FN+zEAe92YVb4w15Av~OVma5^|G<w=nzj%*vkLVIBUK&8rAZ`wl)3q#By9FIQ
z1F7-!oVT_|KZl6nx3$Gb4K>65jQh2&FQox0m}QPY25}3e`sOC9k&9LBCD+`ZTeADA
zN7W>Q{^D+<`t07CDW|V`RE>K7LR6M|+3ri%M^+rA14epa1^4j{-={ckI||jn<hIn~
zqQ@7oJJR}TlKYuUaFx0pmAcw`Ac-O$7>_?z9}<s-JE}iYO4onwsG@zCud#`ZhcJ%r
zEOqSPQR)a`_k}(s-N?hkjZ5~GI?CD*{|cWYrH&g9I!YZy$4VUmWK@CZ$gB9^p$H<r
z@c?ClGO!KcEBLh2Bj>+CZmR}3xF4(h?gnCU3{O#3;dzSS{v;!@sy+0}%)P1&4+?l4
zHuxLI=E?M|O>|*>{gK>;{n$(VKHO!pXN)l16wpnsF<xo?)ACFmRI>Fd8jJI>o%q)I
z7^KnBZzAZk&??+rRoV41cw&UkDeeYwWG0r1hkDBw0WuDn#2QYw3DVFckYU!wZX>zi
zk&j^G%gEo0{Y$X=jbY4=%`M`mPP~tG9IkrSmtytxL}X^FYo>kmpT*j}-$=-%V_u^*
zebVSXI7C84O<v4`$ID+V9=^rTzK}0?c0JOkpM}Qr>Evc{&yV%-qGUI2krO=HQo2os
zYdHmH;5Z>4oS?O~#0J%WpBTD;*2T}zW|Ie}#Bbw4JOY|p>WZYu#_i(u+t)vH%9U#q
z=qBZ#Td`TB&<`^v<#?beI$wc;BJ+|--OnR0a+zJbEX}povGxh1@Cg5kC!x<ru_dOp
zsJ^6IRa-~Avu$Put;$DuruvdYcy9C5eBWpF(=IsQ(Rdg3w-BpyG-g0D63Bz|B^Uc!
z%x7w3ss`WHfnQ$u+Uut|K=}eFF-vKmi>KLj2U<c8H`KbYDBDUJmg<DK5d1;NqVEBb
zkUI1zICixd>kC9<2QibBIw~(qrpif)iKUL}*3MGLzL`$f%w)&9^Tn1VL?(SEBx>7Q
zJ{?qlBoSw`$k=+WbH3tuaGRq+K`MLq)*+}LmEK-pXzMOKm`<uXfT51oXfxCM41rdS
zhU%k}j-^A$zl*0^Ysc7T+K*4QpQz$^><_IyDUsMYRUhnK^QEHgaLAbXSB-~$9h<!g
z@%rzf;N7I)?}Ntq6g40|t;EszHPC4QyAaYy@afS7ank8BusE>lOf@n=^}P%(DRJ$U
z+?LM=;Ssh(M`H;N5z!lx@Z(i;)W|SA&I`V_cthv=)2<3nrM(F@cQjC&Hv-ylLT=GB
z`mJc9C*q?u@=%Y<XLsCjC7s>+mL;17aI8B5!O#wacLKJlq|!e?##W^U4@!~JU#HaR
zP`NNs`oR&I=<`szwvE*OsAwNFGh*t@bjRBJk;GkS!x4w$SL+eS3Bl-JQ1v73RBe0W
z2YUSv%)my{3#E$RQ-NFa+t_F#E5S#YvZL`b+S`wu8gn6ppQB9fQtf?H7e*)j9M$M=
zik@>ct1!6%`}mu4L3!q9!fcv<4ocC__E@W^q7iL{Llp8wNA^Ik#uHY(vR+|4f!RD3
zvSQfTVjB^`h%6>jbe~Yr7=uVlL|%-(Kro94l9*r^6CA(>PmI1mkO_jW=MWi9kv9;b
zZtZ#mkx_`ys1(d!H9V;HFqNe*5FA7EyWT~lhazv_tQ9td<V7eb^qeM|q5s+_+gycW
zBz<I=J(dai<o<xMtqhCW<25RKjlE<8RZc?zw$(cn9P6CiKZ!>FV0@lLgeZTRQT{Gb
zK6EiE!V(5QYjQNMP9i@BYd=jyY~gbt=&vC63$Pf`!b8TOZr*)_B=f*;q1M>nASXF2
z>WUG%#w~dWG!P8yL6G?2%faj{VwT9vHZZf5f)I;$5JvNk$uZWss_r=BAY8K5c?u4O
zAKVtay3gr+JHwFgc`+r0aw7BW7=KgerLP=IcWFI?R*Z(l2c4kuC9P3y?eWg3^PDTO
zoAbW@HjDA?_av_rgM9)Pd5-AqB=C=iWH`Jv!x)aiWm``HjTnj-<Qk%khbYESq~Adb
z4~U`YbgZ=@*>J?>Xw*r|M-m)OUm!w_Cm(i}@GBj74s3Y5{s<h^bI7be5^^*?jR?tS
z=*R8)>=rz@f)g4~Mtqvz(fB>oI<4H%_$9)~vQ$vj-<+X@#z%tou0$9H<^Y;ef+JjC
z(TvhoKW*?;j>gGgYD^~E@Q9w)hDq^t6pek@Bl>IBIi}9<HY`qi3qv!u%OE%(1j4+X
zL@9f=jVb?1ln)q`2}FR}gdIJ^1Z#<4B?zSdd0{>NYLMf>R~!xNU=>^8A<1SB&l1W-
zXZ;&qR48E^Y4r2VHdvfnJ4|Y9+zR4`BZ;AfaCD^3a2{OW%G_wdG4kxg4aL^493J;M
z8WUjAPzp@)k4{q)Pd4Ogj?vFcr7bLo$C4n-)S0QPt~T|Kw%1r*g!7(Jaz{Yuy}_xl
zNEZ1Q?2#{IfpIsU*3g4qcR)!b9Y$REPc#v%`kkhGGP@y-$#0q_$al|zTlCP=st|~r
z@luQ>PbPK)-$zgBXRyc@L1YisBtmQ~Ox#g7T=r$Kxztss!+P`SzzmaM?}XAg(FRFe
zm!&(JM$+ii-uKWQwq7U3FXl!^(@LVCQHf_me0uB{Iw~>`4;D=oCWGJkos4G|Nu+P#
zwFYd!C~80hp7kKgmq3{*e1*P53|5D>1yF1S{4VAZW>5YGJ2w$uvi^v82GP-+09lM4
z`vz~9kiK8P##l^hL1Ho<Owgr!%mh;mg65x5o~cVUGzQ%zOg1`cJ}iu!!AeY2hMq$y
z)N(OXulpWORCH3T9kH!%RF6y&lkf{LU+_4Ytd!LUYuyNEq)z}N4{cEh&-xjJ7oK$=
zMRc2^X)PiU^&GRPcZgMxL%S7~#7fZ(7nWnkBRcXwP@q_&cfCPNmgvZC05%v6?r-g}
zLf9sRAeEu=WmAoYJZ;RQjbB19(#6C2=%|w<YI+;^)MZY`+73iq%TgWDU5FT7u6|`g
zyxh^W89>7!F<(J5PqA<tfW~&iXVTGNbYvn#AxjMMJoXZno9Jh)iOBv)WV(&I4IHWs
z4$W(U%ASag1D#woiG>m<(G2|zVR?4_GGSrD8sDO6CYb69V(s)2;-1WpAwcISRt`Kt
zYyx0vRrFF=^weco_<Tu|3;Kpk>G#G^X?hnJIQDArED*!+B0=0gy)3Oe^K&g|N3--y
zJTOU?`xzuPT0*njgWS%2)XuHAwUT2m_7})NEvka5O)WZuS|kQo4;Tv5z*4YT7@2m!
zSP|Yt;}ABA6=Cd7^go(+<V=&>tTdKU+AFZ#SRN{+dO}o>k9uEd?qMtn_1_pWH$4PG
zQvJ7F@HbR283n;P49;DDGK{=)6@K20^=t>Z$MVn+5+YU&V)PzJF9#`_-n$GqXc(6^
zi`YF6t%4>GG_fnG0nw4uDL%`HPonq~BW_2$>lqN(2>hCyEEYykOzaaQ{sqO~G2#a)
z{;Cmw7xAuo5bq;!s{y`D@y8K2olnv3+lzR@5zqI(2k!8?$!)nAin=S;2~eTC(|+ek
zv1K4bM(=x!h=3?hTqiVeLIWo>a6$toG;l%#18TsA&A)R;2hUaT=Xk4XrZ`6joi+X&
z!+{!q&{^bMUQ{0T4^={Cegzq$gOaK$9CB8bI`MaRt7__oO4MIb9jbHss%omk!J#NH
zWc0X+r9(y|URmX=D8io@CZ@&s1H;Zx87e5NDlh3R>?^9QtO8g3sbN$!R2e#U>{#Pl
zSzhHUDh`(y)znQ<O8h}zO`tjysH&WzIEN^+-39YRRVAXLnR6HBUFn{kr!2U9!Mr?=
zvT*K9_lyNz_mx*ES>v+DWhrCFF89|2QCeA1R5w-#C8`@cw#;8%jcii|MBH075;unZ
zHFXG$79vs_z#nTKJGQqmh*tzE$Knqw--zh4Y<v|<<%BDjRaUL2L<5EFqSET3K#dXv
zJN(h&@Y1FJU`Pq!D^R&qDXI>jt;Iko74-YU_}j*H)cnBGO2t=ISsDOQNezUl4EbwA
zN|90oHY<vP3jTnyUn!>l_;bz0ekxy9wA_!cAU-8ZNfrM4gGx!DL|G9iFIQGnh09C8
zlfKa@6jT(|DHVaGWg(>^45@-;__NCjx(KEa2;!><lA<^L_@+O=j6WeAz~7r*L3ml!
z3PkGgLG}0|smiL9a=i5kpP+IBF)XdBQL0K6{3Yn(I;E(xL@5r3U?m|46e`1Crmm_$
zUZ_fewIBoaQO)2NtWpA{O1K)dN*&q|tg7&%e4XMi@|7tSbxK`TxCR=aP}n@1wb{Ci
z?sHP-k-ZN!)4@=$a?kNPAwgvb)`7pw?JTVdSC%*fhFLPdFqB?{zAg&+OZpKrne0zg
zP~u!#R2_6?fVz+@WBTZl%rOM}Fc50|B_bZK3<v!f4E?Oqd7%Do=ZrbyCpm-uilWL;
zz{jJAWU6sOAx;=^&>5`5Ul6YtI&?v>XsLh7P$!{m+GJr)T>b3Y>B*Zn6HuRVJH<Ew
zBuw0Sh4UJdRXgWj*N>+#SizGuIV<0r_kS&Gm^r9P{Z3I5b;(iVy!^VMLkmdeimDRP
zlzB8d;E94TV-zrr&I?WA7cIpf6%U3$CmJvg^5)_1nme<c0eC6$JkAV5?2D&EZ|r-}
z4cSB>y%QDl)KpcEMJLwytILag{tAC(NGMzOfT7oM!Lo5fhZ?e3BrPv@mQ?w|R4_<J
zQ{=pK-rUQ*>=vEJk#uf2gulN&#Th7>Hs3wtVj-u9nHuZNs41#kM#f_CpU$ev^14jO
z!itsBxbbJx>uw^=!5GF>z(`5o7->%SG)|NH0u|LYFh(IWDPd++MK!!h&{<qnQs*Q~
zhmB)a@K^c*<ic6o@JThKACsJ>P9a7{(_p?na(cljPIA{{oYG5=aT;!VjA4JmPdhV0
zMaA&K<$((PG53<p{(UKik{FQOcji_Eq2!8cI2k`WXRh$GK^hMIjo-PbsLm`h+E*JA
zR3=_d=e%lk|Ja}(iV%amq>BD<y>pqrZbem1Nl+9pMhlHETnmEm70@FlL1&2PJE<x`
z&7;MjE+`6>5m`Uupgt0$qO%M_r&E%eJ2FG|BK3EsDAQ}!RBle7GEfn&a2iJ6D^5m<
zzqBY^4r3cXF3Tv^JM_%O`gM7oF#rq$qi%GX*ceQfWlLcZ3XcVZG*^Mns4>xJj~j24
zC^i)^N)#WrK-Rd)lZ+BPZyV+2VU}?+B3e(gcP~qkOEZ;|VBz4|Zwr4&I_q2I^tTQg
zA?yZ4IpI8}7<!ye>zO|HA(F=Ip~zX@(6_Y$?s+S3ns`_)b9b6W6Bc2jldA|AI%b3t
zv0lsY*H&YIVIn%8ns@#f=lMbmL@-O7&#ceS6r!%cG6JsD8LotTq{T*Xj0lX`2=m7n
zxL)5fA}R4>EmmTTd4p(dNljom)@LRD<^J-jYVsFi^28VMBX+%f1RH0lq{LYi#K@rW
z@4SHss_O(@O%Oths(nR4zf+`21GS+r+`ZvYiv3QbWz^AuQhKHWKb;i|AQJD&ym|AT
z?t*+YK%GCozzJEatFUN58mKf5P>vA_rK;i5s$svVEmRZsQB{g8<-~%E@<D_Zhu>Ki
z3RQ!wC=?FDF0lwJ5-nhpqxzTD6jhhqSpH+?W&WZPas@?o<yA$P=4-+w&K3URvZ|_O
zBtNg|peR^jAQ%k$sS8kRaXBrCt3>w*vj85bTn?E6OHn(jEUu|q2K5*Fv7QT5)r^5t
zuN8QBX;5f~`Ge43v`lD&+TdFjs(~{zF~b7fR3VzM6iug9v9mZp&Kg1&1<Ra53TJ6i
zpxg<mo#j<aQI0tIYkhv<U*X!93XkH%5)HY53O_B_6s%vX%L6_`X>#?7$tz5&I4opD
z#u%CyYOp566kQ3^BYUDIV>YBak3b1iEf1Gh`fG}c1Lar(!^Oh-zynKos;3{vUWU~$
zI`Y$Kh#w{#3KW$GomE&JSA+iz#&qPY4Pxzt9t;-2cmtR$`&U%#tEq!8$Fdoks5BBG
z(E&c#vojbhcZR^#7py5oXV&1xsS5VuCpBTBfa%i8I9OF0T7kKg7inbLSin1rYJ6pw
z-h>UpQfQqCzlsJI6^qe;TcwI3aIJv7LVU3tDo0mik^kd@KPpH5hp5q3FfOGY>&Ge#
zOGCH%Lb!W#RuyA-!mephK>Ve3sI0OIsxEU@1bj7UM9uO5IPe5mUQ`EK+$^AfQG>4v
zw*h20Ma5KJ%=5fh3sDc5?ZCKe38NMi7z3Ry4`7*1y^ij#2^7%)7=wC3$Pw!mq>M7g
z>ZQ+0VCM#vnMXhN#2rkz{J0x}5YZqQS65U~PVq`MgX${uCT?Rw&TtKk!5<Q1O-jV$
z3ai1&N@_4oJeW_hWGXjShegg(KiotOJZFjD7bqd3BIu(UYXRJpjDf3#JHRlk6j}b-
zfVjh>r2-kEC`1}WV?hK*iSjVrWmwq}A6Q9+)eqqI%1L)VnBs`I2n)4vpq!S!WSO)~
z!CJu(oaFA61$7mZh4u+g<=~yDy6S*$nMu}u-hwKmhEoGYZ$o{wY$A71;;$+#b^2+m
zfOs4Cx1`@-fZQOaqG~@YQR%+Kh;?3a-~ZC}_9Zw)Gheyp#Q!B8$8R&2;t1e+e5T_w
z5uXe3ITs%rKArEz<2T_5YAR00e~Hg8@KN87$A5!R!>1mf5I$x2T#HWuKC|(87iHeS
z=ePJI;(Y=K@YDOZ@!5jUZ&Cgpd?rT|Y{T6h_@vr~=Z2S-*9Dj1KYaQ!ER)3@OC2rG
zEBz~=i}E^X(7zPcUS8)fswuDYRRt@mg2jQNU{R<XUoewkxnCF+jS2k6Jzo{>3u|B<
zfnWtZVkiJNg((<{4q&v<h=FJF7vU4|Rie&PY?ILFDk?X=;c4N9Q4YaPD2B4+eEo1y
zLE_D2D4>}gK@pq+NbxZkF&|XlkMDBu6b_j<hXT~90Qi+-1q;U*fE?w>!Kb(!lEQPN
zMp{ZhRJ0)kM_E%-U0qpOQBhpJbZKd6Nl9@rj2Wu&LsRrY3UPl4?&L9P;7+5crY2BX
zNq6!z0bmNk2=WEPK3_OU7u*oF!e4TJ5dY4{f`le(Oay4q(xOV}1&tzqh%Uf=cLgG}
ziV9a2)dc;Ob)vh_TLJ2u06H@ux(fYfbSh~QEJz8|#HyuLOQC(#fmV~&DHD35UZb8t
zk5JDLdBE?-e|%sVB+gY=!LV&-CQkhmj32KIQ8wNmkMBpk{de(rBc8C>@=!e9Lg|Nb
zw1s2gj6cWY^fsEs2s03tA*7eSsvBXq2)Fzt9^Zs;Kf-o|X^+I?|3=vUSUf%^5%}Zr
z_)3HuH^t*0A=Lklae{ivwxeFE58*cm?K|S}WIWuGfiMGM55j2(+jnAIP#R%5!n8Jw
z8-({Fyqj=@8xd~V1wIIy+vD+EJgt<oJ04$)um|COgtd5}`7=r*9D&Cy%J9TFy&HZ%
zJ$a5W<DcM*uo>YN!Vz{O%y}7f_)YZwSHKTpSqE?m_o5wmYOx(*3BrumAP>SGgnvV*
zzK;43ZbX=l)vx+SJU$=c7KHT(_rDpB-;1zkAAV7eFbz*Cqz?lf!f6QU8es&A?WQXg
zTWzZC%;drL_2?VIad544KNydnM>L+nc%6u%q~kLYpZ5FWaVPpfNlBfRl6I+M*a~~S
za>*G}FPM;iE>L>+h;l7HEq{u~7ZHGquxfmgABxA%ApjR)jre2$qsJ8J%E0GdeA0ov
zNkCCbYC}SPiu1;yDXH!hyJuKXMidXSci^)hv^PL*WkyQsx`e!xv}od-6zAF`cS^=>
zgWM@u4JTcZ(vpyvZ5x`B1<ak|oRN|S+8HT!H>rZ!n@r_ldwAplZw^UGotq+F^`oQ%
zw*#L<_?0QCc)(4`0X7jBJ;q3N-jM))>k?<AIHO53QZm+3owuFjPRVH)>`7T~OT0Q^
zXi5$+)D4>cbrZj4@VguKP0#)O1i$>0Zd>9tXvlH+snnJdd}zGQe>5KdCqjeY0+J6(
zWcfV3^36`^thXgzaeRiehm{|<B2pU3oeO!N!#JFXaWSym`J{*0DVuzW7bOkIPVl2=
zKOcKC9<L>1`0skXG^M3AA@Q`624q+O7M<WX4Yv9L#^q1&^Q1rxfBY}~1P%)Q<ZdE-
zO!EtP>jMF9vd!9|DfZdJ$c74#_Z;%vls7-cIS)2OWy*km1DwW`QRZsou>B*i2YEXw
z4;PJzdx8D!#dv(1K#Y1H16JJ<k6%ETCndEAwNgJ2eLM0Rk%w0cii@y+16vPlxe4nA
zb`;q4jHw8dlHe0s;Zq0`I#>JKvapqzhAkH)+zf@!{E;QY@`zUfcs&PRG$svR7>nx?
z^ZMHz^IDP+`ER`L2d~_1@%UeQdHq+p>IX6el8c^Y{1bRR*~?3e*Z(HhaYrlZm25o?
zbBeqtO$Vj|YXlY|{wmo-!XnW<v+#ZCu$k1^RJIy){|23p=x~ueGy==PTvSegQFbv(
zsZ?qrpg$qM8Tkd2kN%00e_NXfA9fr0w}wIJpSqL`Pm0qmeVXvm|3<kDC^!GVl)L3P
z<wjtvw4>ad|59%Gamsm7t`p_1{4eEhwv<}}+D4SK?~KQP-RrAFKa0M}BVXF*t2`-7
z67!GmsocXB9nT|zKh>e54iDz>=zp!lW7zl-{3(h7jA`xwb>yNBFXr-UtPzePPW`kl
z!9(-V?B00@qo(1c*(n7HkNtQS@(fePpxAow7=!f%&7DedO6qM1&_zR{H^sSdXi6HK
z4dy@hu-Pg0?QMdd-bHdP=*1jcNc5<)f$F^ONAzTCwBA??`ZnU9FgL}S0KWFihS6L{
zww4Mzord*{@NIpz2HUzVX(rj)?3Ao(F@N^AHToMv^HHv^?;-cvL{U!ID9VK`<*2>&
zD7O;j9w2!z=iZh8z6~gsm2gvU17;Wv&H%|K(0>Mcu{i>D+?Fs~(qqi@DoD)d{|0Rq
z)?%kopYuiS`UZFo)?@+~ZJbN8LK!@sAZx;sp+Z_{6BJk_%pO)@AieF*qq#N*9}m`G
zcC6(_rXT_8b+i^RkI&gDxe1q9O3xT3WUNQo&v1`NK7@RFA^L&*#J#|i{uPg72=}|-
z#*{342%mlV0wtkdX(3ED(Wcl$8pXwxz-gIJw8Wp%RGu!v=yT#ap@9<`IH7?P8aSbW
z6B;<7ffE`yp@9<`IH7_6KWV@@#gMkcWrXxM$LQ+Tj8MJZ2=8Tl6Q`Akf#1(~HK#i`
ze3<dYYYn;<4xeCrNz}kMakyFH>kNDghtD&fafg9-a%iM}{5`tfz;<)Fv9}uO@f^Oy
z_^TYg&f$Iz-{G*6!-E`largy?Uvqev!~bv?=P-%u8_HoSho^CPCWq&6cpisiILzX3
z5{FYb%;j(vhxr`N;qXch7jk$thlL#aISg=E!C?)D_j9;{!<#u=#o>3X-^rX_!(k(b
zwH!8cxR%599R7yG`#AhPhYxZ12!~H__!NhK=kO04ZsG7*4l_7>k;5GvwsZJ0haDX5
z<*=2*H#ywT;eFhXhV}G)%l(Dh@9e|kxMWJ^Hw}<4_YKwzkdJLQaos#XzU05$lrPIr
zK^d<$<;yxLU&hN#`DXcLewisBTj0Hy%r7zJAFuopQ$DuPdM_#8)uw!GFZEuseG5$a
z3B9>}@?T-fx0&*#te2bek0;-yrhHi^v5~yioAM=Q&cDNyZ<bHScboFf<)!|1{zQK3
zPvk%U6Zy{!kT3PK`6u$9{)zleKau~}0rI7O9vvWG%D3?+@*gtgOP<s}GX9_`->iSh
zf5T7YKkyUz_YIIQ`}ZEsC)+dEFKzA4pUD5p#9#8H_Q~>xO!;z5ne%m1zHGBO|3g#0
znZJy`KR~{$>upoMxqWi1zsC90e%U8fzm(-wQ+e4Y%9r)O^b`5jcM-L5NuHFF<;zX^
z$E!bJ%BO8;c}d!(rhMA}m6xomg!8F=$ubk6tbd6qUt&Zi<JWRN-V6{wp8s3K`S|U5
zT<%R%d8z*^I3K@Or$2Gkdr4h-IsXXq@hC&@CG%%<KHibiZ_ixj&)|G2XqHdbKh2bH
zZoe!)*_2QF{_>LLvrYNOv!4q%AL7NOO%V^tf3&H*Sw5NXH07Ji%lPRg{!%95FZ*Yt
zsr>Qshnw;xPbx3tLrwYS_RIW4Q@*)>W&Tl<{U5LYzBA?1(f@zDq|FkIwC~%we$ubR
z%=yine{6vK+c=->_ju(SIiKwJc=@+-KH0Ci|0Qib=ac<P%q-t3&L{glUj9nX#|sUP
zn|~AM<81@S&9CKrykz9K@-63lywu^i<wKm0S7Y=mPi?SXAn9E{%C>Ca@{}hrDkuB$
z0aLzNe=`3*&Zqv77?qdyeGlhb`$vwSI|tw|^Vf2|wSOf4zjHp-X_jB+KRH0Yl=ble
z@@4r)ej@+j0rDmP2M5TPy8NRlUt(tcwfsc>a|7hd`k(oU{0>vTS$|TNS55hnC&?${
z|KxnD{Yd?_b3To4$&<><y4pCO?1wJOqf6%R;C!+lx{Tbu_49ttC)~_m%J(McQ(1Gq
z<p25r<)!^4{#w?kDCYX5ul~VQ-kdMX_xwcu*FTZ}`A_7>ej@*)0rF-4bPkX&=ZCik
z$d|gT=7>z+#F5^)nhwQr$+@Gw)<~aj1WNa#Mg;G55tp1}@ro94^>98tBSDwU|Mpm%
z-jk!O=Z=>8u4Tbx|7_uWIk$DNd~&X&XTazhX#~CB(th+84M^Hc8fT1PN~x#QIK4?c
zq}Vq<XK=+*?q)71=VDnu<|ok}uo0vfFCtCP8_)&Y5@{(1UQQ*_D(7Q<5^3>Vrcvbo
z6W=Y*A76}%*e+&qxRAqA4wrLy8;AFB_%Mf?Ic(!_ABP7yJj~%q*+%_8<M2EVFXC_(
zhYL9@<#0KNw{dt6hYxeOnZq^?_i=cT!^0e&G@k3{@H`GL;!tWQwN=I_)GwJJuCFhd
zJ#*$1X9k`K$#iB<8aIAiwsU;e_=~c}XYoF&xs*9hW}c*c+3PQ59+`_xIYmkRy@5D6
z<5YylqdyyXf|9J{^8T%SW_TRq8yG)_`CQC+2jg<w&t<%macQUGnRMk0rGVQn$BB>W
zTc#R}#WTc+(zAUePu6q;=i#O_FkZm;BqLjF9~1q0#>I2N$h!w0n{v96W~ui9#+?@Y
zA>cv}xrpEr&jTZT93LCJN6TY`;#qkfpj!|p`hpn(R>bqZi0)$C=`nEed@iDU8DElb
z;Nm%3MBl}S_$$o6#mH7ZMR>gaIt-lZU1G719>&*O@L@KCUhc~?d*vM9HuQ_idO%WK
zV+B4!k$zdy&j(KR%6)!`FA?;o_WF5=uLgcR`I`iNin3w7LFwcIcMm|n0XWsWfemvf
z({EzDda(g)V|?2HeBNUEf`CCNo<T#j6Sz%DQ7*aDz~wxnGwxwr&ZnO-Ud8JMiFXTp
zq~d(S;6r@r`j+tx&lzba<KIjCZ;bQ2^Mk-slo0c0a>WL_BRPjKF6BIl@f3?Z!x%rs
zLQjABkocTtp&!ZknHKsp7<V$xVk&1d{tFA9&iHv2Jd^Pt<FZ|21wK;AW&JEM)S+ZE
zUjM8Cv@kx2`BX3;B*o=oyuecL#gfm{2A$OZ490VxH1J$zG>iFUTKHea_=Og{fbp@G
zdKWOB#kjPSs|7w%S@MigZ>JF`*E4;Yg?};A=Wgv!U&{35OfU6$1LHmmUd4Qztj{G}
zZ;<hpe;B|9X0(F&_$_>HX1v6LuV(xP#*q|PgTUe6q@EdXW_r7YPn7Xe3!gg~S9v@l
zDX#xvypZXop6_RT8q-U={WIeeE%c8uo@1%^Nyg_{=r=RI$bvu1_%#;1h4CpC{yQ0;
z#<-Mo5960u@K+h1VZq;EJkNr^&A7@qlHz)g@k=fAA2L42g6oXS^D60ozF=IQQ%U?V
z<MMn;_R9~9%X2BYj!#0v$uG(CD9L9S<MJFz(x1Y(Jb#k>PiI`7J4xKhxIAx?`1y>>
zb0&$8V_cpu$$BqhT%IdQIWJ~ho+n8@vly4>NJxt7a>nKPk)&V9xI8zK<N7+r<$00B
zOBk2uL{P7|ZeU!V4@v&jjLUN&i7#hdo(D;se&0v^BF}*&ek<eh{0B*KH8cLSW!$Y}
zT%Pwx`nwsI=R6X>k8ydvBiprsae1yI>Ho~QJkOE%<BUIO@f&|<T%O-Z`sWyz=Qa}G
z&bU0Uk@z0Q<vESi&tAsm`HZxa{fx_V8HvBgxIB-MIQ_1Y^e@k0B>pMmA9A}SPQNoE
zdU@_5<vGl_Ja3Wqe3Wr{&LZ!36Ht)&$nzDDiObHoJXewYQy7=$DH0#SxI9OZ_!*4L
z^ApM6$+$c>k^O!i<0W?)a!C3yj4xpvNpX#5T%M0eJcn_4E+X}IG2>S-AE_S?<MJFt
z(qGEBJpYjR6^zSs4~Z{kT%LDG{)LRoa}G&g%6PU#o(jh0xrXeo5aaSZL-M(qaVPVU
z_^ph~^9#vGV_cqFAStf(j1RZy`F|Lf=M<99?--Zo6B2)jad|Ew@y8gK=Mhp)dbvH>
zp*&}h_V5hj@_a$!FETFA6(qis@kW+k;x92S&k-cPm+^WF{acL7a|22LF5~jNK;j=V
zF3$-h9%Edd4@kV5ad|Ev@$VRy=K&Hw#`p${oJmk1=}qqM%keUlak;NA@l?j;em>ZW
z>t~GL$^4NN*C@v2{=LM{WnAvtOFs0wZ<6Op<|FZOjLUs`DG%K@6TRG@m-JH@m;3S(
z&t+Wh$4fr57?=C-a^CbZ-eQsGO2*~ByX3!^ak<|v`Cret+-H|K{aqN6U+%BVdT(G{
z?yF0B`h6nN%l&j&?{dcFKDzApm5lGO^!u%h%YAcMZ!_a^zg*V4j&Zq9F8SZhxZEE{
zQe5{jF89TyAKSpV+z*%Z4>K<J!6p6}<8uF7;!iOy_q`>)h4GIpc1VA~h4j{G>Bk+6
z%l&QXXZ8R;-oC^ef<6`RO5lc?g5%L25cEG&toxr`!14Fem0DguOE$*@eVQWon<Y-a
z`8-7?OyOvOV_%Lo&~RN~1j@Jp=w}Ro7Y=|2ng6CG24nFXP()V^Kz|o-r$O59I~yB%
zPVBSUTl>Mv;{)(%<$5<18uatISo;9<Zx4WX4S@eJ0G<j1NQImk7CBD?ehTg5EinYS
zlI8h1<5|}jzz)X837iwAz)g6<$%;JxkXf?_puc(mJUjq?74&>OJ82g5*#BfZk-s^=
zYXClfW_o3bA>kYr^fAV(uQmYQmQv`?mXLm`OAXx1^xFsE{~FVGmKcQBGX49Ex6~Sd
z7$%5*HvpfZ1GIP40QfI~Q~z4+aM}R$a|Mq5%%z4rv@cB8;sNN(nZEiugDz+UN-c0F
z$IZd7Bt7@baL!x@e0aj?O8@f!Mfok$Z(@Z#$@Gs2+|1dCzrggJ3yrkwm)*o4{!pnm
za5<0cXZm{HM;&EkE1wL&KLG~`Vq6p(gyQ$xh&lw$g-yY^OuwG{H=XmQ0#C(0^J2@m
z%Vqj3mdDNXlUPo9{&61Tmk&^HG4s#0@ULY4x#JB6;yo0I1{v@48Te7=e+%O+Z0FJs
z+$L})G6nZB{RY1QwsGE{7#A;L0rnThpJu%CdIKnDd>i8h><<eV-z9KPn1Z(l!0CN7
z)L$)Z&y`%}FyqxX7=ZY#G@?UrZb|grY|kO4KTY7AFa>nZDf|G-&+1bq4M48~Cp)+L
zTY66p@yTVqarY}lz@4W0Wb|gHPi4Qv)hoYZJgdy0l>7PXfuAc2o5DwlJ^^2RZYZ;!
z6ntc=FWfNzeqaFn2=L*sb7_Y#W8<3Vs|jU~t5OOJ@uI=PP|;Ea?@;5n{rVJoeI8y5
zSy;4uX<-T8gk4cxDBiJIQb_NrG}6WkQpG!-6?!3aA-#Z5Sz1VOylqOMchD6s^@jl9
zMO1jHw}BV>=yg$er8Q+0)htztE5=VUxEs-8Bf#s##oGt*k||~0{J8~-=3eQUrv&iU
zu-ZcT#$gCj!bL^Q5J{P_Am2Mb|MJ2`?yKf0XlJn>Zz!CH#^MESh(eH>!cYYS!OI4N
z&_GF5;nMP|;-d1x61+SsSXdOU6&j#d>z3dp>c^!hEX6x#(SVwwx<b4KtELXG@y7dK
z3roTkcrSM$^wOIu1SPe#j}&j;9Or{L;$4!3^DYO6<w`h2Z+ygCy^ux935QB^#^J59
zA&5Zf;(mxw`GWbg3Ug2xukXSunte)5AzrCj6IzaLSYEhj@l_Nm!NT!MQDJsAzOwL{
z3?K`i2^5)d5q(XfuZi?EfxgDmS2leS9hIYxKq);5i5z@fNQ@U>ITRyy<1YeE+$bc5
z^vR}LC*VVM5h;}+Cdfb?giMB@MgA(pASPtSOV&yXz4=IwCvM{f8}UT~W|Ju6DK=ij
zNYwE{RN|aX46{j^Y^pFjTeKDdks+WW2n3^SL%?hyGe9mN3TF#h0ScxlE^0u?e1sIp
z&Sp;8Mq7>AvP5kzk#KRGDt3u_U7}i-sMRGZb%}0q8R`)=q7+q#fa*hF6c@E2MU^2S
z?I0kz5s=(DqRt#qXO3uWj;J$7)R`md%rUw`)R`mdoGeOB7NsVOQj<lg$)eO`QEIX%
zHCdFJ%%w;-C`FPYAW0FBqzFha2uM-{Bq;)t6ah(!K=gfKw!uYoAu2bxh^|G-;36#G
zA|c*ILcEKFc>hmlSI^^C5k+5`hz11-MM5AXOEffjviw!=mp5x^H;ck<K{fI|Kd;ex
z*N&eP#iB_=suU53hF?HIf%pT2f*uK4M2o~9pyZr8bDrM}TQQ1#-^|=|=g#-@?9H8l
zsW&k72BzM?)Ek(318Yd2s2&IfgHXM`iRzoEzKQCasJ@Bno2Z_(NzXWY#@RE@o^ke!
zvuB)L<Lnw|*El<t(y^3INMTJnhV2+O3{2zk!?JBCKX%%NYFmkIL$wXnwi4S`%{Hou
z^$kvaxw<)b_;~kZ=!TCDoXgz7XODJIM*B#H8HXDlh1{cq$C-P0e7d)L>`o64KOLSq
zxM4pYI;>x1x%2RNw72g%F!|_1G(9i6D#Kn-%*LxI(>ZuLEU>s^fpYW}UgvTpS+8!2
z<)%)eG_02sH-@uSZUxA`UPjq&basN>MGN%V$v&6oGkO;!e=4nf;wpDR&8kSulM3r!
zl!9uFCs7K-tru~UE9s0jgVbk`imMAQ;V^iKZ40aJc{asXQN?Xz%Rd#Hm)n}NnvP9U
zT)AR)<>*SdF4<b8n8mFK*O^OO*0btnNq>#gnxDd`Po&K`VstN!PJ!RuEiYye9AB2$
zbr#pi3p;}I`-5q3TMTY6N!xvjttD<kcz&EOimhy`6r0C)w)IBRdA@L5U@^U=5{=eG
z>s(?4gi+&Ahl=A18*H_3aH%{&XT$$x-1=0yF_y5PV8euyQLB*~okAL1%{tyF!5nzB
zb-`6X1b<#FicS|S=<;n}VAI(SM|3!xjiyyjn$S-LZqq2%%7M>eydRhn$ovo9xr?d_
zEyn4Qg)0_N-Oz>4GSuuE7ZF5F?VA$9<Aykoqqt`U6Cj)N{+Jlfie5!Y@C^+g%nrR1
z*NJZs(cpqm+#(TSo1KwO=}kS>);Ubnu;MgEAX<sj`S!`oA@AR1a6=0E4X-)qsN(sU
zbIKgIMk?6b69*ms#Tl+xZ<Zx0HixI#m2383ml7@aB1y+!fp^tNP?lGlYxpq*Me7-z
z=?Ry#l=<b&)7)GKKfoO_xp`GxW|m5C*;zi>+(3e->y^(5uG6E4L*A;Kj|m7*%lVoT
zaidIb_uAxqtwi3!)}y?fg%`=$1X#tgyjBZNVV77BHX&(uZ}fmK^Cr^2a%Lt{&lF1?
zP=e_@hSO{4h^uJ$m76-gXbj&hr^{Hp-Rf7v|E3=Ri6a%*O!@FhIOrAC@A8n1v(Pxu
z?(Ysh!mk5fRObdlk+&HJh~WP^(A>nr>wp(k`6{>mofP<YKxw-xyzF~L-voI)KVsR!
zzlUdrBYemryzGTVWgkplhE#w4{-!Oi@Up)Z)$eoZFFsNJoThEB;<E1*ea%7<s6Tn6
zKhqd^E<oAB%f47t_Qfh+c-5chf6Uv%he7trqOxx$4>2kJ1=83ick!{H-^+n=d^Lmg
zP}&!GXyRJ|S5s9i0NzRH%LK3U8__Qh10axA9L-)K-Yj3|v7)k96)e^NtAMZ7d=WSU
zefn;Q2hxh8*|&(ZeBqye?HNSro4Fa%^1nl76W{vAbBlhD^PFZ-|0(T9JT&M3ui@_*
zqB~*?G{ygt;AKZF+Dh=L{=Xp~r;j!V$twGQ(X>3pMgIimUIQ;XR8jF!HiP1#e<O|U
z7nX_IuC}(X)j=%52rc{Ge*J?-j(y?v_Z?B%c`|VRGN@dQ<2%T2mjA;~o=@~+AFaQI
z7rmR{_4gvtRw!QrgcH4&;B_7@+7d8O;gozIc&4fTI?vKMp4J)hxAYL``=R_W?dx3O
z)Ad8uX;RId8jOddpMC625bz<QzvCnQr5C4%boU7V{nj6zzODZl5;9e;csV?7!{7hQ
Lb9|Hll4$lXpZi^W

diff --git a/tools/way-match/test-harness.sh b/tools/way-match/test-harness.sh
index ec2ebcc..01ac0f9 100755
--- a/tools/way-match/test-harness.sh
+++ b/tools/way-match/test-harness.sh
@@ -6,6 +6,8 @@
 # - Per-test pass/fail
 # - Match matrix (TP, FP, TN, FN per scorer)
 # - Head-to-head comparison (BM25 wins, NCD wins, ties)
+#
+# Compatible with bash 3.2+ (macOS default)
 
 set -euo pipefail
 
@@ -14,89 +16,131 @@ FIXTURES="$SCRIPT_DIR/test-fixtures.jsonl"
 NCD_SCRIPT="$SCRIPT_DIR/../../hooks/ways/semantic-match.sh"
 BM25_BINARY="$SCRIPT_DIR/../../bin/way-match"
 
-# Way corpus: id|description|vocabulary|threshold
-declare -A WAY_DESC WAY_VOCAB WAY_THRESH
-WAY_DESC[softwaredev-code-testing]="writing unit tests, test coverage, mocking dependencies, test-driven development"
-WAY_VOCAB[softwaredev-code-testing]="unittest coverage mock tdd assertion jest pytest rspec testcase spec fixture describe expect verify"
-WAY_THRESH[softwaredev-code-testing]="2.0"
-
-WAY_DESC[softwaredev-docs-api]="designing REST APIs, HTTP endpoints, API versioning, request response structure"
-WAY_VOCAB[softwaredev-docs-api]="endpoint api rest route http status pagination versioning graphql request response header payload crud webhook"
-WAY_THRESH[softwaredev-docs-api]="2.0"
-
-WAY_DESC[softwaredev-environment-debugging]="debugging, troubleshooting failures, investigating broken behavior"
-WAY_VOCAB[softwaredev-environment-debugging]="debug breakpoint stacktrace investigate troubleshoot regression bisect crash crashes crashing error fail bug log trace exception segfault hang timeout step broken"
-WAY_THRESH[softwaredev-environment-debugging]="2.0"
-
-WAY_DESC[softwaredev-code-security]="security, authentication, secrets management, input validation"
-WAY_VOCAB[softwaredev-code-security]="authentication secrets password credentials owasp injection xss sql sanitize vulnerability bcrypt hash encrypt token cert ssl tls csrf cors rotate login expose exposed harden"
-WAY_THRESH[softwaredev-code-security]="2.0"
-
-WAY_DESC[softwaredev-architecture-design]="software system design, architecture patterns, database schema, component modeling, proposals, RFCs, design deliberation"
-WAY_VOCAB[softwaredev-architecture-design]="architecture pattern database schema modeling interface component modules factory observer strategy monolith microservice microservices domain layer coupling cohesion abstraction singleton proposal rfc sketch deliberation whiteboard"
-WAY_THRESH[softwaredev-architecture-design]="2.0"
-
-WAY_DESC[softwaredev-environment-config]="configuration, environment variables, dotenv files, connection settings"
-WAY_VOCAB[softwaredev-environment-config]="dotenv environment configuration envvar config.json config.yaml connection port host url setting variable string"
-WAY_THRESH[softwaredev-environment-config]="2.0"
-
-WAY_DESC[softwaredev-architecture-adr-context]="planning how to implement a feature, deciding an approach, understanding existing project decisions, starting work on an item, investigating why something was built a certain way"
-WAY_VOCAB[softwaredev-architecture-adr-context]="plan approach debate implement build work pick understand investigate why how decision context tradeoff evaluate option consider scope"
-WAY_THRESH[softwaredev-architecture-adr-context]="2.0"
-
-WAY_DESC[softwaredev-delivery-commits]="git commit messages, branch naming, conventional commits, atomic changes"
-WAY_VOCAB[softwaredev-delivery-commits]="commit message branch conventional feat fix refactor scope atomic squash amend stash rebase cherry"
-WAY_THRESH[softwaredev-delivery-commits]="2.0"
-
-WAY_DESC[softwaredev-delivery-github]="GitHub pull requests, issues, code review, CI checks, repository management"
-WAY_VOCAB[softwaredev-delivery-github]="pr pullrequest issue review checks ci label milestone fork repository upstream draft"
-WAY_THRESH[softwaredev-delivery-github]="2.0"
-
-WAY_DESC[softwaredev-delivery-patches]="creating and applying patch files, git diff generation, patch series management"
-WAY_VOCAB[softwaredev-delivery-patches]="patch diff apply hunk unified series format-patch"
-WAY_THRESH[softwaredev-delivery-patches]="2.0"
-
-WAY_DESC[softwaredev-delivery-release]="software releases, changelog generation, version bumping, semantic versioning, tagging"
-WAY_VOCAB[softwaredev-delivery-release]="release changelog version bump semver tag publish ship major minor breaking"
-WAY_THRESH[softwaredev-delivery-release]="2.0"
-
-WAY_DESC[softwaredev-delivery-migrations]="database migrations, schema changes, table alterations, rollback procedures"
-WAY_VOCAB[softwaredev-delivery-migrations]="migration schema alter table column index rollback seed ddl prisma alembic knex flyway"
-WAY_THRESH[softwaredev-delivery-migrations]="2.0"
-
-WAY_DESC[softwaredev-code-errors]="error handling patterns, exception management, try-catch boundaries, error wrapping and propagation"
-WAY_VOCAB[softwaredev-code-errors]="exception handling catch throw boundary wrap rethrow fallback graceful recovery propagate unhandled"
-WAY_THRESH[softwaredev-code-errors]="2.0"
-
-WAY_DESC[softwaredev-code-quality]="code quality, refactoring, SOLID principles, code review standards, technical debt, maintainability"
-WAY_VOCAB[softwaredev-code-quality]="refactor quality solid principle decompose extract method responsibility coupling cohesion maintainability readability"
-WAY_THRESH[softwaredev-code-quality]="2.0"
-
-WAY_DESC[softwaredev-code-performance]="performance optimization, profiling, benchmarking, latency"
-WAY_VOCAB[softwaredev-code-performance]="optimize profile benchmark latency throughput memory cache bottleneck flamegraph allocation heap speed slow"
-WAY_THRESH[softwaredev-code-performance]="2.0"
-
-WAY_DESC[softwaredev-environment-deps]="dependency management, package installation, library evaluation, security auditing of third-party code"
-WAY_VOCAB[softwaredev-environment-deps]="dependency package library install upgrade outdated audit vulnerability license bundle npm pip cargo"
-WAY_THRESH[softwaredev-environment-deps]="2.0"
-
-WAY_DESC[softwaredev-environment-ssh]="SSH remote access, key management, secure file transfer, non-interactive authentication"
-WAY_VOCAB[softwaredev-environment-ssh]="ssh remote key agent scp rsync bastion jumphost tunnel forwarding batchmode noninteractive"
-WAY_THRESH[softwaredev-environment-ssh]="2.0"
-
-WAY_DESC[softwaredev-docs]="README authoring, docstrings, technical prose, Mermaid diagrams, project guides"
-WAY_VOCAB[softwaredev-docs]="readme docstring technical writing mermaid diagram flowchart sequence onboarding"
-WAY_THRESH[softwaredev-docs]="2.0"
-
-WAY_DESC[softwaredev-architecture-threat-modeling]="threat modeling, STRIDE analysis, trust boundaries, attack surface assessment, security design review"
-WAY_VOCAB[softwaredev-architecture-threat-modeling]="threat model stride attack surface trust boundary mitigation adversary dread spoofing tampering repudiation elevation"
-WAY_THRESH[softwaredev-architecture-threat-modeling]="2.0"
+# Way corpus: parallel arrays (bash 3.2 compatible — no associative arrays)
+WAY_IDS=()
+WAY_DESCS=()
+WAY_VOCABS=()
+WAY_THRESHS=()
+
+add_way() {
+  WAY_IDS+=("$1")
+  WAY_DESCS+=("$2")
+  WAY_VOCABS+=("$3")
+  WAY_THRESHS+=("$4")
+}
 
-WAY_DESC[softwaredev-docs-standards]="establishing team norms, coding conventions, testing philosophy, dependency policy, accessibility requirements"
-WAY_VOCAB[softwaredev-docs-standards]="convention norm guideline accessibility style guide linting rule agreement philosophy"
-WAY_THRESH[softwaredev-docs-standards]="2.0"
+# Lookup index by way ID; returns via global __idx (-1 if not found)
+__idx=-1
+way_index() {
+  local target="$1"
+  local i
+  for (( i=0; i<${#WAY_IDS[@]}; i++ )); do
+    if [[ "${WAY_IDS[$i]}" == "$target" ]]; then
+      __idx=$i; return 0
+    fi
+  done
+  __idx=-1; return 1
+}
 
-WAY_IDS=(softwaredev-code-testing softwaredev-docs-api softwaredev-environment-debugging softwaredev-code-security softwaredev-architecture-design softwaredev-environment-config softwaredev-architecture-adr-context softwaredev-delivery-commits softwaredev-delivery-github softwaredev-delivery-patches softwaredev-delivery-release softwaredev-delivery-migrations softwaredev-code-errors softwaredev-code-quality softwaredev-code-performance softwaredev-environment-deps softwaredev-environment-ssh softwaredev-docs softwaredev-architecture-threat-modeling softwaredev-docs-standards)
+add_way "softwaredev-code-testing" \
+  "writing unit tests, test coverage, mocking dependencies, test-driven development" \
+  "unittest coverage mock tdd assertion jest pytest rspec testcase spec fixture describe expect verify" \
+  "2.0"
+
+add_way "softwaredev-docs-api" \
+  "designing REST APIs, HTTP endpoints, API versioning, request response structure" \
+  "endpoint api rest route http status pagination versioning graphql request response header payload crud webhook" \
+  "2.0"
+
+add_way "softwaredev-environment-debugging" \
+  "debugging, troubleshooting failures, investigating broken behavior" \
+  "debug breakpoint stacktrace investigate troubleshoot regression bisect crash crashes crashing error fail bug log trace exception segfault hang timeout step broken" \
+  "2.0"
+
+add_way "softwaredev-code-security" \
+  "security, authentication, secrets management, input validation" \
+  "authentication secrets password credentials owasp injection xss sql sanitize vulnerability bcrypt hash encrypt token cert ssl tls csrf cors rotate login expose exposed harden" \
+  "2.0"
+
+add_way "softwaredev-architecture-design" \
+  "software system design, architecture patterns, database schema, component modeling, proposals, RFCs, design deliberation" \
+  "architecture pattern database schema modeling interface component modules factory observer strategy monolith microservice microservices domain layer coupling cohesion abstraction singleton proposal rfc sketch deliberation whiteboard" \
+  "2.0"
+
+add_way "softwaredev-environment-config" \
+  "configuration, environment variables, dotenv files, connection settings" \
+  "dotenv environment configuration envvar config.json config.yaml connection port host url setting variable string" \
+  "2.0"
+
+add_way "softwaredev-architecture-adr-context" \
+  "planning how to implement a feature, deciding an approach, understanding existing project decisions, starting work on an item, investigating why something was built a certain way" \
+  "plan approach debate implement build work pick understand investigate why how decision context tradeoff evaluate option consider scope" \
+  "2.0"
+
+add_way "softwaredev-delivery-commits" \
+  "git commit messages, branch naming, conventional commits, atomic changes" \
+  "commit message branch conventional feat fix refactor scope atomic squash amend stash rebase cherry" \
+  "2.0"
+
+add_way "softwaredev-delivery-github" \
+  "GitHub pull requests, issues, code review, CI checks, repository management" \
+  "pr pullrequest issue review checks ci label milestone fork repository upstream draft" \
+  "2.0"
+
+add_way "softwaredev-delivery-patches" \
+  "creating and applying patch files, git diff generation, patch series management" \
+  "patch diff apply hunk unified series format-patch" \
+  "2.0"
+
+add_way "softwaredev-delivery-release" \
+  "software releases, changelog generation, version bumping, semantic versioning, tagging" \
+  "release changelog version bump semver tag publish ship major minor breaking" \
+  "2.0"
+
+add_way "softwaredev-delivery-migrations" \
+  "database migrations, schema changes, table alterations, rollback procedures" \
+  "migration schema alter table column index rollback seed ddl prisma alembic knex flyway" \
+  "2.0"
+
+add_way "softwaredev-code-errors" \
+  "error handling patterns, exception management, try-catch boundaries, error wrapping and propagation" \
+  "exception handling catch throw boundary wrap rethrow fallback graceful recovery propagate unhandled" \
+  "2.0"
+
+add_way "softwaredev-code-quality" \
+  "code quality, refactoring, SOLID principles, code review standards, technical debt, maintainability" \
+  "refactor quality solid principle decompose extract method responsibility coupling cohesion maintainability readability" \
+  "2.0"
+
+add_way "softwaredev-code-performance" \
+  "performance optimization, profiling, benchmarking, latency" \
+  "optimize profile benchmark latency throughput memory cache bottleneck flamegraph allocation heap speed slow" \
+  "2.0"
+
+add_way "softwaredev-environment-deps" \
+  "dependency management, package installation, library evaluation, security auditing of third-party code" \
+  "dependency package library install upgrade outdated audit vulnerability license bundle npm pip cargo" \
+  "2.0"
+
+add_way "softwaredev-environment-ssh" \
+  "SSH remote access, key management, secure file transfer, non-interactive authentication" \
+  "ssh remote key agent scp rsync bastion jumphost tunnel forwarding batchmode noninteractive" \
+  "2.0"
+
+add_way "softwaredev-docs" \
+  "README authoring, docstrings, technical prose, Mermaid diagrams, project guides" \
+  "readme docstring technical writing mermaid diagram flowchart sequence onboarding" \
+  "2.0"
+
+add_way "softwaredev-architecture-threat-modeling" \
+  "threat modeling, STRIDE analysis, trust boundaries, attack surface assessment, security design review" \
+  "threat model stride attack surface trust boundary mitigation adversary dread spoofing tampering repudiation elevation" \
+  "2.0"
+
+add_way "softwaredev-docs-standards" \
+  "establishing team norms, coding conventions, testing philosophy, dependency policy, accessibility requirements" \
+  "convention norm guideline accessibility style guide linting rule agreement philosophy" \
+  "2.0"
 
 # --- Options ---
 RUN_NCD=true
@@ -131,10 +175,9 @@ total=0
 # --- NCD scorer ---
 ncd_matches_way() {
   local prompt="$1" way_id="$2"
-  local desc="${WAY_DESC[$way_id]}"
-  local vocab="${WAY_VOCAB[$way_id]}"
-  # NCD uses distance metric (0-1), not BM25 score threshold
-  # Must match check-prompt.sh hardcoded value (0.58)
+  way_index "$way_id" || return 1
+  local desc="${WAY_DESCS[$__idx]}"
+  local vocab="${WAY_VOCABS[$__idx]}"
   local ncd_thresh="0.58"
 
   if bash "$NCD_SCRIPT" "$prompt" "$desc" "$vocab" "$ncd_thresh" 2>/dev/null; then
@@ -147,9 +190,10 @@ ncd_matches_way() {
 # --- BM25 scorer ---
 bm25_matches_way() {
   local prompt="$1" way_id="$2"
-  local desc="${WAY_DESC[$way_id]}"
-  local vocab="${WAY_VOCAB[$way_id]}"
-  local thresh="${WAY_THRESH[$way_id]}"
+  way_index "$way_id" || return 1
+  local desc="${WAY_DESCS[$__idx]}"
+  local vocab="${WAY_VOCABS[$__idx]}"
+  local thresh="${WAY_THRESHS[$__idx]}"
 
   if "$BM25_BINARY" pair \
     --description "$desc" \
@@ -162,52 +206,6 @@ bm25_matches_way() {
   fi
 }
 
-# --- Score a prompt against all ways, return best match ---
-# For BM25: scores all ways, returns highest-scoring match.
-# For NCD: binary scorer (no score output), returns first match.
-find_best_match() {
-  local scorer="$1" prompt="$2"
-
-  if [[ "$scorer" == "bm25" ]]; then
-    local best_way="none" best_score="0"
-    for way_id in "${WAY_IDS[@]}"; do
-      local stderr_out
-      stderr_out=$("$BM25_BINARY" pair \
-        --description "${WAY_DESC[$way_id]}" \
-        --vocabulary "${WAY_VOCAB[$way_id]}" \
-        --query "$prompt" \
-        --threshold "0" 2>&1 >/dev/null)
-      local score
-      score=$(echo "$stderr_out" | sed -n 's/match: score=\([0-9.]*\).*/\1/p')
-      if [[ -n "$score" ]] && command -v bc >/dev/null 2>&1; then
-        if (( $(echo "$score > $best_score" | bc -l) )); then
-          best_score="$score"
-          best_way="$way_id"
-        fi
-      fi
-    done
-    # Verify best actually meets its threshold
-    if [[ "$best_way" != "none" ]]; then
-      local thresh="${WAY_THRESH[$best_way]}"
-      if command -v bc >/dev/null 2>&1 && (( $(echo "$best_score < $thresh" | bc -l) )); then
-        best_way="none"
-      fi
-    fi
-    echo "$best_way"
-    return 0
-  fi
-
-  # NCD fallback: binary match, return first
-  for way_id in "${WAY_IDS[@]}"; do
-    if "${scorer}_matches_way" "$prompt" "$way_id"; then
-      echo "$way_id"
-      return 0
-    fi
-  done
-  echo "none"
-  return 0
-}
-
 # --- Colors ---
 RED='\033[0;31m'
 GREEN='\033[0;32m'
@@ -226,7 +224,7 @@ while IFS= read -r line; do
   category=$(echo "$line" | jq -r '.category')
   note=$(echo "$line" | jq -r '.note // ""')
 
-  # Parse expected: null → negative, string → single, array → co-activation
+  # Parse expected: null -> negative, string -> single, array -> co-activation
   expected_type=$(echo "$line" | jq -r '.expected | type')
   expected_list=()
   is_negative=false
@@ -235,8 +233,12 @@ while IFS= read -r line; do
   case "$expected_type" in
     null)   is_negative=true ;;
     string) expected_list=("$(echo "$line" | jq -r '.expected')") ;;
-    array)  mapfile -t expected_list < <(echo "$line" | jq -r '.expected[]')
-            [[ ${#expected_list[@]} -gt 1 ]] && is_coact=true ;;
+    array)
+      while IFS= read -r item; do
+        expected_list+=("$item")
+      done < <(echo "$line" | jq -r '.expected[]')
+      [[ ${#expected_list[@]} -gt 1 ]] && is_coact=true
+      ;;
   esac
 
   total=$((total + 1))
@@ -246,8 +248,6 @@ while IFS= read -r line; do
   bm25_result="skip"
 
   # --- Scorer evaluation function ---
-  # Usage: eval_scorer <scorer_name> <prompt> <expected_list...>
-  # Sets: ${scorer}_result variable
   eval_scorer() {
     local scorer="$1" prompt="$2"
     shift 2
@@ -255,12 +255,12 @@ while IFS= read -r line; do
     local result=""
 
     if $is_negative; then
-      # Negative test: check no way matches
       local any_match=false
-      for way_id in "${WAY_IDS[@]}"; do
-        if "${scorer}_matches_way" "$prompt" "$way_id"; then
+      local i
+      for (( i=0; i<${#WAY_IDS[@]}; i++ )); do
+        if "${scorer}_matches_way" "$prompt" "${WAY_IDS[$i]}"; then
           any_match=true
-          result="FP:$way_id"
+          result="FP:${WAY_IDS[$i]}"
           break
         fi
       done
@@ -268,9 +268,9 @@ while IFS= read -r line; do
         result="TN"
       fi
     elif $is_coact; then
-      # Co-activation: check ALL expected ways match
       local matched=0
       local missed=""
+      local exp
       for exp in "${exp_list[@]}"; do
         if "${scorer}_matches_way" "$prompt" "$exp"; then
           matched=$((matched + 1))
@@ -286,7 +286,6 @@ while IFS= read -r line; do
         result="MISS"
       fi
     else
-      # Single-expected: check the one expected way matches
       if "${scorer}_matches_way" "$prompt" "${exp_list[0]}"; then
         result="TP"
       else
diff --git a/tools/way-match/test-integration.sh b/tools/way-match/test-integration.sh
index 23f2f85..6c9e1f1 100755
--- a/tools/way-match/test-integration.sh
+++ b/tools/way-match/test-integration.sh
@@ -2,7 +2,9 @@
 # Integration test: run way-match against actual way.md files
 # Reads frontmatter from real semantic ways and scores test prompts
 #
-# This tests the real pipeline: way files → frontmatter extraction → BM25 scoring
+# This tests the real pipeline: way files -> frontmatter extraction -> BM25 scoring
+#
+# Compatible with bash 3.2+ (macOS default)
 
 set -euo pipefail
 
@@ -24,8 +26,25 @@ CYAN='\033[0;36m'
 BOLD='\033[1m'
 NC='\033[0m'
 
-# --- Extract frontmatter from actual way files ---
-declare -A WAY_DESC WAY_VOCAB WAY_THRESH WAY_PATH
+# --- Parallel arrays for way data (bash 3.2 compatible) ---
+WAY_IDS=()
+WAY_DESCS=()
+WAY_VOCABS=()
+WAY_THRESHS=()
+WAY_PATHS=()
+
+# Lookup index by way ID; returns via global __idx (-1 if not found)
+__idx=-1
+way_index() {
+  local target="$1"
+  local i
+  for (( i=0; i<${#WAY_IDS[@]}; i++ )); do
+    if [[ "${WAY_IDS[$i]}" == "$target" ]]; then
+      __idx=$i; return 0
+    fi
+  done
+  __idx=-1; return 1
+}
 
 echo -e "${BOLD}=== Integration Test: Real Way Files ===${NC}"
 echo ""
@@ -46,23 +65,24 @@ while IFS= read -r wayfile; do
   # Skip ways without semantic matching fields
   [[ -z "$desc" || -z "$vocab" ]] && continue
 
-  WAY_DESC[$way_id]="$desc"
-  WAY_VOCAB[$way_id]="$vocab"
-  WAY_THRESH[$way_id]="${thresh:-2.0}"
-  WAY_PATH[$way_id]="$wayfile"
+  WAY_IDS+=("$way_id")
+  WAY_DESCS+=("$desc")
+  WAY_VOCABS+=("$vocab")
+  WAY_THRESHS+=("${thresh:-2.0}")
+  WAY_PATHS+=("$wayfile")
 
   printf "  %-30s thresh=%-5s  %s\n" "$way_id" "${thresh:-2.0}" "$(echo "$desc" | cut -c1-60)"
 done < <(find "$WAYS_DIR" -name "way.md" -type f | sort)
 
 echo ""
-echo "Found ${#WAY_DESC[@]} semantic ways"
+echo "Found ${#WAY_IDS[@]} semantic ways"
 echo ""
 
 # --- Test prompts with expected matches ---
 # Format: "expected_way_id|prompt"
 # Use "NONE" for prompts that shouldn't match anything
 TEST_CASES=(
-  # Direct matches — vocabulary terms present
+  # Direct matches -- vocabulary terms present
   "softwaredev-code-testing|write some unit tests for this module"
   "softwaredev-code-testing|run pytest with coverage"
   "softwaredev-code-testing|mock the database connection in tests"
@@ -84,7 +104,7 @@ TEST_CASES=(
   "softwaredev-architecture-adr-context|plan how to build the notification system"
   "softwaredev-architecture-adr-context|why was this feature designed this way"
   "softwaredev-architecture-adr-context|pick up work on the auth implementation"
-  # Negative cases — should not trigger any semantic way
+  # Negative cases -- should not trigger any semantic way
   "NONE|what is the capital of France"
   "NONE|tell me about photosynthesis"
   "NONE|how tall is Mount Everest"
@@ -96,7 +116,7 @@ TEST_CASES=(
   "softwaredev-code-security|are our API keys exposed anywhere"
   "softwaredev-architecture-design|should we use a monolith or microservices architecture"
   "softwaredev-environment-config|the database connection string needs updating"
-  # Co-activation cases — comma-separated expected ways
+  # Co-activation cases -- comma-separated expected ways
   "softwaredev-environment-debugging,softwaredev-code-errors|debug the unhandled exception and add proper error handling"
   "softwaredev-environment-deps,softwaredev-code-security|audit our dependencies for security vulnerabilities"
   "softwaredev-architecture-design,softwaredev-delivery-migrations|design the database schema for the new microservice"
@@ -118,16 +138,16 @@ for test_case in "${TEST_CASES[@]}"; do
   # Score against all ways with BM25
   bm25_matches=()
   bm25_scores=""
-  for way_id in "${!WAY_DESC[@]}"; do
+  for (( i=0; i<${#WAY_IDS[@]}; i++ )); do
+    way_id="${WAY_IDS[$i]}"
     score=$("$BM25_BINARY" pair \
-      --description "${WAY_DESC[$way_id]}" \
-      --vocabulary "${WAY_VOCAB[$way_id]}" \
+      --description "${WAY_DESCS[$i]}" \
+      --vocabulary "${WAY_VOCABS[$i]}" \
       --query "$prompt" \
-      --threshold 0.0 2>&1 | grep -oP 'score=\K[0-9.]+')
-    if (( $(echo "$score > 0" | bc -l 2>/dev/null || echo 0) )); then
+      --threshold 0.0 2>&1 | sed -n 's/.*score=\([0-9.]*\).*/\1/p')
+    if [[ -n "$score" ]] && (( $(echo "$score > 0" | bc -l 2>/dev/null || echo 0) )); then
       bm25_scores="$bm25_scores $way_id=$score"
-      # Check against per-way threshold from way.md
-      thresh="${WAY_THRESH[$way_id]}"
+      thresh="${WAY_THRESHS[$i]}"
       if (( $(echo "$score >= $thresh" | bc -l 2>/dev/null || echo 0) )); then
         bm25_matches+=("$way_id")
       fi
@@ -136,8 +156,9 @@ for test_case in "${TEST_CASES[@]}"; do
 
   # Score against all ways with NCD (uses fixed NCD threshold, not BM25 threshold)
   ncd_matches=()
-  for way_id in "${!WAY_DESC[@]}"; do
-    if bash "$NCD_SCRIPT" "$prompt" "${WAY_DESC[$way_id]}" "${WAY_VOCAB[$way_id]}" "0.55" 2>/dev/null; then
+  for (( i=0; i<${#WAY_IDS[@]}; i++ )); do
+    way_id="${WAY_IDS[$i]}"
+    if bash "$NCD_SCRIPT" "$prompt" "${WAY_DESCS[$i]}" "${WAY_VOCABS[$i]}" "0.55" 2>/dev/null; then
       ncd_matches+=("$way_id")
     fi
   done
@@ -159,7 +180,7 @@ for test_case in "${TEST_CASES[@]}"; do
     all_found=true
     for exp in "${expected_list[@]}"; do
       found=false
-      for m in "${bm25_matches[@]}"; do
+      for m in "${bm25_matches[@]+"${bm25_matches[@]}"}"; do
         [[ "$m" == "$exp" ]] && found=true && break
       done
       [[ "$found" == false ]] && all_found=false
@@ -183,7 +204,7 @@ for test_case in "${TEST_CASES[@]}"; do
     all_found=true
     for exp in "${expected_list[@]}"; do
       found=false
-      for m in "${ncd_matches[@]}"; do
+      for m in "${ncd_matches[@]+"${ncd_matches[@]}"}"; do
         [[ "$m" == "$exp" ]] && found=true && break
       done
       [[ "$found" == false ]] && all_found=false

From 7970569f25817c342455cb9279fb23346b70674b Mon Sep 17 00:00:00 2001
From: John-Luke Peck <jlp@hakbookair.local>
Date: Sat, 21 Feb 2026 16:39:26 -0800
Subject: [PATCH 2/2] feat(skills): add /sync-upstream skill for fork
 integration workflow

This fork diverges from upstream (aaronsb/claude-code-config) with
platform-specific fixes (arm64 binary, bash 3.2 compat). The skill
automates fetching, diffing, and merging upstream changes while
preserving our local fixes through documented conflict resolution.
---
 skills/sync-upstream/SKILL.md | 108 ++++++++++++++++++++++++++++++++++
 1 file changed, 108 insertions(+)
 create mode 100644 skills/sync-upstream/SKILL.md

diff --git a/skills/sync-upstream/SKILL.md b/skills/sync-upstream/SKILL.md
new file mode 100644
index 0000000..4f78ee8
--- /dev/null
+++ b/skills/sync-upstream/SKILL.md
@@ -0,0 +1,108 @@
+---
+name: sync-upstream
+description: Sync fork with upstream (aaronsb/claude-code-config). Fetches upstream/main, shows what's new, and merges into your current branch or main. Handles conflicts by preserving local fixes. Use when the user says "sync upstream", "pull upstream", "update from upstream", or invokes /sync-upstream.
+allowed-tools: Bash, Read, Grep, Glob
+---
+
+# Sync Upstream
+
+Integrate changes from the upstream repo (aaronsb/claude-code-config) into this fork.
+
+## Assess First
+
+Run these in parallel to understand current state:
+
+```bash
+git remote -v                          # Verify upstream is configured
+git branch --show-current              # What branch are we on?
+git status --short                     # Any uncommitted work?
+git log --oneline upstream/main..main  # Local-only commits (our fixes)
+```
+
+### If upstream remote is missing
+
+```bash
+git remote add upstream https://github.com/aaronsb/claude-code-config.git
+```
+
+## Flow
+
+### 1. Stash uncommitted work (if any)
+
+```bash
+git stash push -m "sync-upstream: stash before merge"
+```
+
+### 2. Fetch upstream
+
+```bash
+git fetch upstream
+```
+
+### 3. Show what's incoming
+
+```bash
+git log --oneline main..upstream/main
+```
+
+If nothing new, report "already up to date" and stop.
+
+### 4. Show divergence
+
+```bash
+git log --oneline upstream/main..main   # Our local-only commits
+git log --oneline main..upstream/main   # Incoming from upstream
+```
+
+Report both sides so the user sees the full picture.
+
+### 5. Merge upstream into main
+
+If on a feature branch, switch to main first:
+
+```bash
+git checkout main
+git merge upstream/main
+```
+
+If conflicts arise:
+
+- **bin/way-match**: Keep ours (`git checkout --ours bin/way-match`). Upstream ships a Linux ELF; we need the arm64 macOS binary. After resolving, rebuild with `make -f tools/way-match/Makefile local` to ensure we have the latest source compiled natively.
+- **tools/way-match/test-harness.sh** or **test-integration.sh**: Inspect carefully. If upstream added new test cases, incorporate them into our bash 3.2 compatible version. Don't accept upstream's `declare -A` or `mapfile` patterns.
+- **Other files**: Accept upstream's version unless we have intentional local changes.
+
+After resolving all conflicts:
+
+```bash
+git add <resolved-files>
+git commit   # Accept or adjust the merge commit message
+```
+
+### 6. Push to origin
+
+```bash
+git push origin main
+```
+
+### 7. Rebase feature branch (if we were on one)
+
+If the user was on a feature branch before sync:
+
+```bash
+git checkout <branch>
+git rebase main
+```
+
+### 8. Restore stashed work (if any)
+
+```bash
+git stash pop
+```
+
+## Key Principles
+
+- **Show the diff summary before merging** — let the user see what's incoming
+- **Preserve local platform fixes** — our arm64 binary and bash 3.2 compat are intentional divergences
+- **If upstream changed way-match.c source**, rebuild locally after merge: `make -f tools/way-match/Makefile local`
+- **Don't force-push main** — always fast-forward or merge
+- **Report what happened** — summarize commits integrated, conflicts resolved, and current state