Contributors · anthropics/claude-cookbooks

Contributors Matrix (Per Month)

					-	5	5	6	5	11	8	8	2	5	8	13	13	7	2	1	3	8	1	1	2	3	2	2	5
commits					-	11	18	21	10	31	24	27	7	18	13	73	63	69	4	1	3	16	1	2	2	5	3	6	9
line churn					-	+3.9K -6.9K	+31K -1.4K	+10K -1.7K	+12K -575	+53K -31K	+9.3K -1.6K	+12K -3.7K	+6.6K -524	+7.3K -3.9K	+8.6K -832	+76K -42K	+605K -574K	+48K -29K	+1.8K -100	+1 -1	+452 -1	+3.8K -17K	+9 -21	+700 -0	+3K -0	+1K -1.4K	+2.9K -2	+20K -1.8K	+11K -1K
	30d	3m	1y	all time
benlehrburger-ant <benlehrburger@anthropic.com>	2 +38 / -34	5 +17K / -38	6 +18K / -50	6 +18K / -50	-			-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CJ Avilla <cj@anthropic.com>	5 +1K / -6.8K	15 +11K / -9.2K	20 +21K / -9.2K	20 +21K / -9.2K	-					-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Alexander Bricken <44481408+briiick@users.noreply.github.com>	1 +23 / -20	1 +23 / -20	2 +601 / -20	4 +21K / -133	-		-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	1 +886 / -0	1 +886 / -0	1 +886 / -0	1 +886 / -0	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
mattmccarley-ant <mattmccarley@anthropic.com>	-	4 +2.9K / -135	5 +2.9K / -137	5 +2.9K / -137	-				-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
aravind-ant <aravind@anthropic.com>	-	9 +7.1K / -348	9 +7.1K / -348	9 +7.1K / -348	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	-	1 +1 / -0	42 +35K / -9.4K	42 +35K / -9.4K	-	-		-	-									-	-	-	-	-	-	-	-	-	-	-	-
mohammaddaoudfarooqi <mohammaddaoud.farooqi@mongodb.com>	-	1 +141 / -21	2 +2.7K / -39	2 +2.7K / -39	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Nik Blanchet <nikblanchet@anthropic.com>	-	2 +397 / -281	2 +397 / -281	2 +397 / -281	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Nik Blanchet <nikblanchet@users.noreply.github.com>	-	1 +17 / -2	1 +17 / -2	1 +17 / -2	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Brad Abrams <brad@anthropic.com>	-	-	7 +884 / -35	7 +884 / -35	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
mengtingli-ant <mengtingli@anthropic.com>	-	-	1 +1.1K / -2	1 +1.1K / -2	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
alexander <alexander@anthropic.com>	-	-	2 +1.1K / -561	14 +22K / -1.8K	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-
paulchen-go <paulchen@anthropic.com>	-	-	2 +1.2K / -0	2 +1.2K / -0	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Kevin Tang <100530254+kevintang513@users.noreply.github.com>	-	-	2 +5K / -31	2 +5K / -31	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
kevintang <kevintang@anthropic.com>	-	-	3 +5K / -31	3 +5K / -31	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
zenexer-ant <zenexer@anthropic.com>	-	-	1 +58 / -12	1 +58 / -12	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Alex Notov <alex@zealoushacker.com>	-	-	20 +409K / -381K	31 +424K / -389K	-	-	-	-	-		-	-	-	-					-	-	-	-	-	-	-	-	-	-	-
Lance Martin <lance@anthropic.com>	-	-	7 +33K / -20K	7 +33K / -20K	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Lance Martin <122662504+rlancemartin@users.noreply.github.com>	-	-	4 +1.6K / -24	4 +1.6K / -24	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Michael Cohen <michaelcohen@anthropic.com>	-	-	1 +2.8K / -0	4 +13K / -1.1K	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Mo Eseifan <moeseifan@anthropic.com>	-	-	1 +2.2K / -10K	1 +2.2K / -10K	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
markn <mnowicki@anthropic.com>	-	-	9 +3K / -630	9 +3K / -630	-	-	-	-	-			-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
jportner <jportner@anthropic.com>	-	-	2 +8 / -8	2 +8 / -8	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
gaganb-ant <gagan@anthropic.com>	-	-	4 +783 / -62	4 +783 / -62	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Claude <noreply@anthropic.com>	-	-	9 +691 / -26	9 +691 / -26	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Charmaine Lee <charmaine@anthropic.com>	-	-	3 +237 / -764	3 +237 / -764	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Charmaine Lee <me@charmaineklee.com>	-	-	1 +180 / -707	1 +180 / -707	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Jannet Park <jannet@anthropic.com>	-	-	1 +1 / -1	1 +1 / -1	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Qing Wang <qing@anthropic.com>	-	-	3 +1.1K / -5	3 +1.1K / -5	-	-	-	-	-	-			-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Isabella He <isabella@anthropic.com>	-	-	4 +208 / -1.2K	4 +208 / -1.2K	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Montana Low <montanalow@users.noreply.github.com>	-	-	1 +1.6K / -5	1 +1.6K / -5	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Montana Low <montana@anthropic.com>	-	-	15 +4.1K / -2.5K	15 +4.1K / -2.5K	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Allen Zhou <46854522+allenzhou101@users.noreply.github.com>	-	-	1 +1 / -2	1 +1 / -2	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DT <59523662+dhruvtilva@users.noreply.github.com>	-	-	1 +2 / -2	1 +2 / -2	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
rodrigo-olivares <rodrigoolivares@anthropic.com>	-	-	1 +7 / -0	1 +7 / -0	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Joe Shamon <103616381+jsham042@users.noreply.github.com>	-	-	2 +1.8K / -354	2 +1.8K / -354	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
nielskaspers <153818647+nielskaspers@users.noreply.github.com>	-	-	1 +1 / -1	1 +1 / -1	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Joe Shamon <jshamon@anthropic.com>	-	-	13 +5K / -3.5K	13 +5K / -3.5K	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Jake Noble <jakenoble@anthropic.com>	-	-	3 +891 / -9	3 +891 / -9	-	-	-	-	-	-	-	-	-		-		-	-	-	-	-	-	-	-	-	-	-	-	-
Pedram Navid <pedram@anthropic.com>	-	-	18 +10K / -5.5K	18 +10K / -5.5K	-	-	-	-	-	-	-	-	-	-				-	-	-	-	-	-	-	-	-	-	-	-
barış <barisbayburtlu33@gmail.com>	-	-	1 +2 / -2	1 +2 / -2	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-
Salman Chishti <salmanmkc@github.com>	-	-	1 +12 / -12	1 +12 / -12	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-
benmap-anthropic <bmorris@anthropic.com>	-	-	2 +30 / -12	2 +30 / -12	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-
Constantin Shafranski <63783894+costiash@users.noreply.github.com>	-	-	1 +6.3K / -660	1 +6.3K / -660	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-
Abdulhamid Onawole <93547612+hamidona@users.noreply.github.com>	-	-	1 +8 / -9	1 +8 / -9	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-	-
Elie Schoppik <elie@anthropic.com>	-	-	1 +1.8K / -1.8K	8 +12K / -11K	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-		-	-	-	-	-	-
Elie Schoppik <elie@users.noreply.github.com>	-	-	1 +1.8K / -1.8K	4 +2.1K / -10K	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-		-	-	-	-	-	-	-
henrykeetay <henry@anthropic.com>	-	-	3 +1.7K / -616	3 +1.7K / -616	-	-	-	-	-	-	-	-	-	-	-			-	-	-	-	-	-	-	-	-	-	-	-
Alex Notov <zh@anthropic.com>	-	-	36 +226K / -205K	87 +253K / -226K	-	-	-	-	-	-	-	-	-	-	-				-	-	-	-	-	-	-	-	-	-	-
Cal Rueb <cal@anthropic.com>	-	-	1 +588 / -1.3K	4 +1.5K / -1.3K	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-
Nadine Yasser <nadineyh@anthropic.com>	-	-	4 +1.9K / -264	4 +1.9K / -264	-	-	-	-	-	-	-	-	-	-	-			-	-	-	-	-	-	-	-	-	-	-	-
Ash Prabaker <ashvin@anthropic.com>	-	-	7 +4.5K / -4K	7 +4.5K / -4K	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-	-
Jiri De Jonghe <jiri@anthropic.com>	-	-	8 +561 / -141	9 +599 / -141	-	-	-	-	-	-	-	-	-	-	-				-	-	-	-	-	-	-	-	-	-	-
Adriaan <adriaan@anthropic.com>	-	-	11 +2.9K / -384	11 +2.9K / -384	-	-	-	-	-	-	-	-	-	-	-			-	-	-	-	-	-	-	-	-	-	-	-
Sarah Eaglesfield <speedbunny@gmail.com>	-	-	1 +316 / -0	1 +316 / -0	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-
Ash Prabaker <121939664+ashprabaker@users.noreply.github.com>	-	-	1 +4.4K / -4.5K	1 +4.4K / -4.5K	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-
Prithvi Rajasekaran <64937816+rgb-prithvi@users.noreply.github.com>	-	-	1 +1.2K / -0	1 +1.2K / -0	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-
Kunal Singh <147726001+kunalatmosoft@users.noreply.github.com>	-	-	1 +0 / -5	1 +0 / -5	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-
Christopher Van Wiemeersch <203725+cvan@users.noreply.github.com>	-	-	1 +30 / -5	1 +30 / -5	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-	-
Matthias Endler <matthias@endler.dev>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-
Stephen Grider <ste.grider@gmail.com>	-	-	-	1 +0 / -8	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-
Jiri De Jonghe <33628402+jiridejonghe@users.noreply.github.com>	-	-	-	1 +4K / -6	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-
ant-ken <kenaizawa@anthropic.com>	-	-	-	3 +2.8K / -825	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-	-	-
Jason Kim <jkim@anthropic.com>	-	-	-	4 +965 / -101	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-		-	-	-	-	-	-	-	-
Eric Harmeling <eric.harmeling@outlook.com>	-	-	-	2 +1.3K / -0	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-		-	-	-	-	-	-	-
John Corbett <547858+jtcorbett@users.noreply.github.com>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-	-
Jeremy Hadfield <jhadfield129@gmail.com>	-	-	-	1 +226 / -0	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-
jerhadf <jeremyh@anthropic.com>	-	-	-	1 +226 / -0	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-	-
Ethan Dixon <126135409+etd-23@users.noreply.github.com>	-	-	-	2 +1.2K / -65	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-
Ethan Dixon <ethandixon@anthropic.com>	-	-	-	2 +1.2K / -16	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-
Eric Harmeling <harmeling@anthropic.com>	-	-	-	1 +485 / -0	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-	-	-
GiangHLe <lhgiang149@gmail.com>	-	-	-	2 +245 / -245	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-			-	-	-	-	-	-
Ben Komalo <benkomalo@anthropic.com>	-	-	-	2 +700 / -0	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-	-	-
Alex Albert <34638987+alexalbertt@users.noreply.github.com>	-	-	-	45 +55K / -4.7K	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-
alexalbertt <alexalbert@anthropic.com>	-	-	-	16 +23K / -4K	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-
cal-anthropic <157540744+cal-anthropic@users.noreply.github.com>	-	-	-	3 +957 / -1.4K	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-
Kevin Chen <6099578+kevinc13@users.noreply.github.com>	-	-	-	1 +39 / -32	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-
Kevin Chen <kc@anthropic.com>	-	-	-	2 +49 / -42	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-	-
Barry Zhang <barryz@anthropic.com>	-	-	-	2 +1.5K / -2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-
Yijing Barry Zhang <36120076+itsbarryz@users.noreply.github.com>	-	-	-	1 +1.5K / -0	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-		-	-
Ikko Eltociear Ashimine <eltociear@gmail.com>	-	-	-	7 +8 / -8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Garvan Doyle <garvandoyle@gmail.com>	-	-	-	6 +66 / -0	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Mahesh Murag <mahesh@anthropic.com>	-	-	-	22 +6.7K / -2.6K	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Mahesh Murag <maheshmmurag@gmail.com>	-	-	-	2 +4.1K / -10	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
saflamini <43142465+saflamini@users.noreply.github.com>	-	-	-	4 +6.2K / -51	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Sam Flamini <sflamini@anthropic.com>	-	-	-	33 +148K / -2.4K	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Matt Bell <llebttam@gmail.com>	-	-	-	2 +2 / -2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
David Hershey <hershey@anthropic.com>	-	-	-	5 +2.1K / -5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
zack-anthropic <zack@anthropic.com>	-	-	-	17 +6K / -2.2K	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Pericles Theodorou <periclestheo@gmail.com>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Garvan Doyle <garvan@anthropic.com>	-	-	-	11 +153K / -4.6K	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
brchristian <brchristian@gmail.com>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
stellardave <134018949+stellardave@users.noreply.github.com>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
John Vajda <john.vajda@deepgram.com>	-	-	-	3 +578 / -256	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
John Vajda (JV) <john.vajda@gmail.com>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Colt Steele <coltsteele1@gmail.com>	-	-	-	1 +908 / -0	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Akshay Chintalapati <64036106+akshayvkt@users.noreply.github.com>	-	-	-	1 +5 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Daniel Setzer <dsetzer@enervare.com>	-	-	-	1 +3 / -3	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Michael <216956+mikez@users.noreply.github.com>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Sumedh K <contact@sumedh.info>	-	-	-	1 +2 / -3	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Carson Kahn <github@carsonkahn.com>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Ben Epstein <ben.epstein97@gmail.com>	-	-	-	1 +4 / -4	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Korakot Chaovavanich <korakot@gmail.com>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
James Briggs <james.briggs@hotmail.com>	-	-	-	2 +2.2K / -2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Pierre-Henry Soria <pierre@ph7.me>	-	-	-	2 +2 / -2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Ravi Theja <ravi03071991@gmail.com>	-	-	-	5 +14K / -2K	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Sean Takats <sean@takats.org>	-	-	-	1 +1 / -1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RichmondAlake <richmond.alake@gmail.com>	-	-	-	2 +1K / -398	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Jenan Wise <128750560+jenan-anthropic@users.noreply.github.com>	-	-	-	1 +3 / -3	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-

Bots Matrix (Per Month)

commits

30d

all time

#	Contributor	First Commit	Latest Commit	Commits Count	Line Churn	File Updates (per extension)
1.	CJ Avilla <cj@anthropic.com>	2026-06-09	2026-09-24	5 (55%)	+1K / -6.8K	ts (31), md (25), ipynb (19), py (17), json (10)
2.	benlehrburger-ant <benlehrburger@anthropic.com>	2026-02-25	2026-09-28	2 (22%)	+38 / -34	ipynb (2)
3.	Alexander Bricken <44481408+briiick@users.noreply.github.com>	2024-08-10	2026-09-24	1 (11%)	+23 / -20	ipynb (1)
4.	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	2026-09-22	2026-09-22	1 (11%)	+886 / -0	yaml (2), ipynb (1), md (1)

#	Contributor	First Commit	Latest Commit	Commits Count	Line Churn	File Updates (per extension)
1.	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	2025-10-20	2026-08-12	1 (2%)	+1 / -0	yaml (1)
2.	CJ Avilla <cj@anthropic.com>	2026-06-09	2026-09-24	15 (37%)	+11K / -9.2K	ipynb (42), md (33), ts (31), py (23), yaml (12)
3.	aravind-ant <aravind@anthropic.com>	2026-08-14	2026-08-14	9 (22%)	+7.1K / -348	json (14), md (13), py (12), png (12), ipynb (9)
4.	benlehrburger-ant <benlehrburger@anthropic.com>	2026-02-25	2026-09-28	5 (12%)	+17K / -38	txt (20), csv (12), ipynb (4), md (4), yaml (3)
5.	mattmccarley-ant <mattmccarley@anthropic.com>	2026-07-02	2026-09-04	4 (10%)	+2.9K / -135	ipynb (29), yaml (4), md (3), gitignore (3), py (2)
6.	Alexander Bricken <44481408+briiick@users.noreply.github.com>	2024-08-10	2026-09-24	1 (2%)	+23 / -20	ipynb (1)
7.	mohammaddaoudfarooqi <mohammaddaoud.farooqi@mongodb.com>	2026-07-07	2026-07-12	1 (2%)	+141 / -21	py (3), ipynb (1), example (1)
8.	Nik Blanchet <nikblanchet@anthropic.com>	2026-07-10	2026-07-10	2 (5%)	+397 / -281	ipynb (2)
9.	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	2026-09-22	2026-09-22	1 (2%)	+886 / -0	yaml (2), ipynb (1), md (1)
10.	Nik Blanchet <nikblanchet@users.noreply.github.com>	2026-07-10	2026-07-10	1 (2%)	+17 / -2	yaml (1)

#	Contributor	First Commit	Latest Commit	Commits Count	Line Churn
1.	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	2025-10-20	2026-08-12	2 (1%)	+1K / -0
2.	Alex Notov <alex@zealoushacker.com>	2025-09-09	2026-05-19	2 (1%)	+8 / -8
3.	CJ Avilla <cj@anthropic.com>	2026-06-09	2026-09-24	20 (18%)	+21K / -9.2K
4.	alexander <alexander@anthropic.com>	2024-08-08	2026-06-09	2 (1%)	+1.1K / -561
5.	aravind-ant <aravind@anthropic.com>	2026-08-14	2026-08-14	9 (8%)	+7.1K / -348
6.	markn <mnowicki@anthropic.com>	2026-04-09	2026-05-08	9 (8%)	+3K / -630
7.	Claude <noreply@anthropic.com>	2026-04-11	2026-04-25	9 (8%)	+691 / -26
8.	Brad Abrams <brad@anthropic.com>	2026-07-02	2026-07-06	7 (6%)	+884 / -35
9.	Lance Martin <lance@anthropic.com>	2026-05-11	2026-05-19	7 (6%)	+33K / -20K
10.	benlehrburger-ant <benlehrburger@anthropic.com>	2026-02-25	2026-09-28	5 (4%)	+17K / -38
11.	mattmccarley-ant <mattmccarley@anthropic.com>	2026-07-02	2026-09-04	5 (4%)	+2.9K / -137
12.	Alexander Bricken <44481408+briiick@users.noreply.github.com>	2024-08-10	2026-09-24	2 (1%)	+601 / -20
13.	Lance Martin <122662504+rlancemartin@users.noreply.github.com>	2026-05-13	2026-05-19	4 (3%)	+1.6K / -24
14.	Michael Cohen <michaelcohen@anthropic.com>	2024-10-31	2026-05-19	1 (<1%)	+2.8K / -0
15.	gaganb-ant <gagan@anthropic.com>	2026-04-11	2026-04-27	4 (3%)	+783 / -62
16.	kevintang <kevintang@anthropic.com>	2026-05-28	2026-05-29	3 (2%)	+5K / -31
17.	Charmaine Lee <charmaine@anthropic.com>	2026-04-08	2026-04-09	2 (1%)	+55 / -29
18.	mohammaddaoudfarooqi <mohammaddaoud.farooqi@mongodb.com>	2026-07-07	2026-07-12	2 (1%)	+2.7K / -39
19.	Nik Blanchet <nikblanchet@anthropic.com>	2026-07-10	2026-07-10	2 (1%)	+397 / -281
20.	paulchen-go <paulchen@anthropic.com>	2026-06-09	2026-06-09	2 (1%)	+1.2K / -0
21.	Kevin Tang <100530254+kevintang513@users.noreply.github.com>	2026-05-28	2026-05-30	2 (1%)	+5K / -31
22.	jportner <jportner@anthropic.com>	2026-05-06	2026-05-06	2 (1%)	+8 / -8
23.	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	2026-09-22	2026-09-22	1 (<1%)	+886 / -0
24.	Nik Blanchet <nikblanchet@users.noreply.github.com>	2026-07-10	2026-07-10	1 (<1%)	+17 / -2
25.	mengtingli-ant <mengtingli@anthropic.com>	2026-06-30	2026-06-30	1 (<1%)	+1.1K / -2
26.	zenexer-ant <zenexer@anthropic.com>	2026-05-24	2026-05-24	1 (<1%)	+58 / -12
27.	Mo Eseifan <moeseifan@anthropic.com>	2026-05-19	2026-05-19	1 (<1%)	+2.2K / -10K
28.	Charmaine Lee <me@charmaineklee.com>	2026-04-09	2026-04-09	1 (<1%)	+180 / -707

#	Contributor	First Commit	Latest Commit	Commits Count	Line Churn
1.	Alex Notov <zh@anthropic.com>	2025-09-06	2025-11-24	36 (11%)	+226K / -205K
2.	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	2025-10-20	2026-08-12	42 (13%)	+35K / -9.4K
3.	Alex Notov <alex@zealoushacker.com>	2025-09-09	2026-05-19	20 (6%)	+409K / -381K
4.	CJ Avilla <cj@anthropic.com>	2026-06-09	2026-09-24	20 (6%)	+21K / -9.2K
5.	Pedram Navid <pedram@anthropic.com>	2025-10-18	2025-12-19	18 (5%)	+10K / -5.5K
6.	Montana Low <montana@anthropic.com>	2026-03-24	2026-03-25	15 (4%)	+4.1K / -2.5K
7.	alexander <alexander@anthropic.com>	2024-08-08	2026-06-09	2 (<1%)	+1.1K / -561
8.	Joe Shamon <jshamon@anthropic.com>	2026-01-08	2026-01-16	13 (4%)	+5K / -3.5K
9.	Adriaan <adriaan@anthropic.com>	2025-10-21	2025-11-01	11 (3%)	+2.9K / -384
10.	aravind-ant <aravind@anthropic.com>	2026-08-14	2026-08-14	9 (2%)	+7.1K / -348
11.	markn <mnowicki@anthropic.com>	2026-04-09	2026-05-08	9 (2%)	+3K / -630
12.	Claude <noreply@anthropic.com>	2026-04-11	2026-04-25	9 (2%)	+691 / -26
13.	Jiri De Jonghe <jiri@anthropic.com>	2025-09-15	2025-11-14	8 (2%)	+561 / -141
14.	Elie Schoppik <elie@anthropic.com>	2024-10-23	2025-11-25	1 (<1%)	+1.8K / -1.8K
15.	Brad Abrams <brad@anthropic.com>	2026-07-02	2026-07-06	7 (2%)	+884 / -35
16.	Lance Martin <lance@anthropic.com>	2026-05-11	2026-05-19	7 (2%)	+33K / -20K
17.	Ash Prabaker <ashvin@anthropic.com>	2025-11-15	2025-11-17	7 (2%)	+4.5K / -4K
18.	benlehrburger-ant <benlehrburger@anthropic.com>	2026-02-25	2026-09-28	6 (1%)	+18K / -50
19.	mattmccarley-ant <mattmccarley@anthropic.com>	2026-07-02	2026-09-04	5 (1%)	+2.9K / -137
20.	Alexander Bricken <44481408+briiick@users.noreply.github.com>	2024-08-10	2026-09-24	2 (<1%)	+601 / -20
21.	Lance Martin <122662504+rlancemartin@users.noreply.github.com>	2026-05-13	2026-05-19	4 (1%)	+1.6K / -24
22.	Michael Cohen <michaelcohen@anthropic.com>	2024-10-31	2026-05-19	1 (<1%)	+2.8K / -0
23.	gaganb-ant <gagan@anthropic.com>	2026-04-11	2026-04-27	4 (1%)	+783 / -62
24.	Isabella He <isabella@anthropic.com>	2026-03-31	2026-03-31	4 (1%)	+208 / -1.2K
25.	Elie Schoppik <elie@users.noreply.github.com>	2025-05-13	2025-11-25	1 (<1%)	+1.8K / -1.8K
26.	Cal Rueb <cal@anthropic.com>	2024-07-02	2025-11-24	1 (<1%)	+588 / -1.3K
27.	Nadine Yasser <nadineyh@anthropic.com>	2025-10-30	2025-11-22	4 (1%)	+1.9K / -264
28.	kevintang <kevintang@anthropic.com>	2026-05-28	2026-05-29	3 (<1%)	+5K / -31
29.	Charmaine Lee <charmaine@anthropic.com>	2026-04-08	2026-04-09	3 (<1%)	+237 / -764
30.	Qing Wang <qing@anthropic.com>	2026-03-30	2026-04-01	3 (<1%)	+1.1K / -5
31.	Jake Noble <jakenoble@anthropic.com>	2025-11-26	2026-01-05	3 (<1%)	+891 / -9
32.	henrykeetay <henry@anthropic.com>	2025-10-17	2025-11-25	3 (<1%)	+1.7K / -616
33.	mohammaddaoudfarooqi <mohammaddaoud.farooqi@mongodb.com>	2026-07-07	2026-07-12	2 (<1%)	+2.7K / -39
34.	Nik Blanchet <nikblanchet@anthropic.com>	2026-07-10	2026-07-10	2 (<1%)	+397 / -281
35.	paulchen-go <paulchen@anthropic.com>	2026-06-09	2026-06-09	2 (<1%)	+1.2K / -0
36.	Kevin Tang <100530254+kevintang513@users.noreply.github.com>	2026-05-28	2026-05-30	2 (<1%)	+5K / -31
37.	jportner <jportner@anthropic.com>	2026-05-06	2026-05-06	2 (<1%)	+8 / -8
38.	Joe Shamon <103616381+jsham042@users.noreply.github.com>	2026-01-13	2026-01-31	2 (<1%)	+1.8K / -354
39.	benmap-anthropic <bmorris@anthropic.com>	2025-12-12	2025-12-12	2 (<1%)	+30 / -12
40.	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	2026-09-22	2026-09-22	1 (<1%)	+886 / -0
41.	Nik Blanchet <nikblanchet@users.noreply.github.com>	2026-07-10	2026-07-10	1 (<1%)	+17 / -2
42.	mengtingli-ant <mengtingli@anthropic.com>	2026-06-30	2026-06-30	1 (<1%)	+1.1K / -2
43.	zenexer-ant <zenexer@anthropic.com>	2026-05-24	2026-05-24	1 (<1%)	+58 / -12
44.	Mo Eseifan <moeseifan@anthropic.com>	2026-05-19	2026-05-19	1 (<1%)	+2.2K / -10K
45.	Charmaine Lee <me@charmaineklee.com>	2026-04-09	2026-04-09	1 (<1%)	+180 / -707
46.	Jannet Park <jannet@anthropic.com>	2026-04-07	2026-04-07	1 (<1%)	+1 / -1
47.	Montana Low <montanalow@users.noreply.github.com>	2026-03-27	2026-03-27	1 (<1%)	+1.6K / -5
48.	Allen Zhou <46854522+allenzhou101@users.noreply.github.com>	2026-03-10	2026-03-10	1 (<1%)	+1 / -2
49.	DT <59523662+dhruvtilva@users.noreply.github.com>	2026-03-05	2026-03-05	1 (<1%)	+2 / -2
50.	rodrigo-olivares <rodrigoolivares@anthropic.com>	2026-03-03	2026-03-03	1 (<1%)	+7 / -0
51.	nielskaspers <153818647+nielskaspers@users.noreply.github.com>	2026-01-27	2026-01-27	1 (<1%)	+1 / -1
52.	barış <barisbayburtlu33@gmail.com>	2025-12-18	2025-12-18	1 (<1%)	+2 / -2
53.	Salman Chishti <salmanmkc@github.com>	2025-12-16	2025-12-16	1 (<1%)	+12 / -12
54.	Constantin Shafranski <63783894+costiash@users.noreply.github.com>	2025-12-04	2025-12-04	1 (<1%)	+6.3K / -660
55.	Abdulhamid Onawole <93547612+hamidona@users.noreply.github.com>	2025-12-03	2025-12-03	1 (<1%)	+8 / -9
56.	Sarah Eaglesfield <speedbunny@gmail.com>	2025-10-27	2025-10-27	1 (<1%)	+316 / -0
57.	Ash Prabaker <121939664+ashprabaker@users.noreply.github.com>	2025-10-23	2025-10-23	1 (<1%)	+4.4K / -4.5K
58.	Prithvi Rajasekaran <64937816+rgb-prithvi@users.noreply.github.com>	2025-10-21	2025-10-21	1 (<1%)	+1.2K / -0
59.	Kunal Singh <147726001+kunalatmosoft@users.noreply.github.com>	2025-10-21	2025-10-21	1 (<1%)	+0 / -5
60.	Christopher Van Wiemeersch <203725+cvan@users.noreply.github.com>	2025-10-17	2025-10-17	1 (<1%)	+30 / -5

Recent Contributors (28)

Historical Contributors (82)

Contributor Dependencies

Contributor Dependencies via Shared Files

Most Connected Contributors

Contributor Dependencies

Contributor Dependencies via Shared Files

Most Connected Contributors

Contributor Dependencies

Contributor Dependencies via Shared Files

Most Connected Contributors

Contributor Dependencies

Contributor Dependencies via Shared Files

Most Connected Contributors

	Contributor 1	Contributor 2	# shared files
1.	mohammaddaoudfarooqi <mohammaddaoud.farooqi@mongodb.com>	CJ Avilla <cj@anthropic.com>	5 shared files managed_agents/mongodb_on_cma/tools.py managed_agents/.env.example managed_agents/CMA_with_mongodb_atlas.ipynb managed_agents/mongodb_on_cma/config.py managed_agents/mongodb_on_cma/__init__.py
2.	CJ Avilla <cj@anthropic.com>	mattmccarley-ant <mattmccarley@anthropic.com>	4 shared files managed_agents/CMA_plan_big_execute_small.ipynb authors.yaml .gitignore registry.yaml
3.	CJ Avilla <cj@anthropic.com>	aravind-ant <aravind@anthropic.com>	3 shared files authors.yaml .gitignore registry.yaml
4.	mattmccarley-ant <mattmccarley@anthropic.com>	aravind-ant <aravind@anthropic.com>	3 shared files authors.yaml .gitignore registry.yaml
5.	CJ Avilla <cj@anthropic.com>	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	2 shared files authors.yaml registry.yaml
6.	mattmccarley-ant <mattmccarley@anthropic.com>	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	2 shared files authors.yaml registry.yaml
7.	aravind-ant <aravind@anthropic.com>	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	2 shared files authors.yaml registry.yaml
8.	CJ Avilla <cj@anthropic.com>	benlehrburger-ant <benlehrburger@anthropic.com>	1 shared file registry.yaml
9.	CJ Avilla <cj@anthropic.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	1 shared file registry.yaml
10.	mattmccarley-ant <mattmccarley@anthropic.com>	benlehrburger-ant <benlehrburger@anthropic.com>	1 shared file registry.yaml
11.	mattmccarley-ant <mattmccarley@anthropic.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	1 shared file registry.yaml
12.	benlehrburger-ant <benlehrburger@anthropic.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	1 shared file registry.yaml
13.	benlehrburger-ant <benlehrburger@anthropic.com>	aravind-ant <aravind@anthropic.com>	1 shared file registry.yaml
14.	benlehrburger-ant <benlehrburger@anthropic.com>	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	1 shared file registry.yaml
15.	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	aravind-ant <aravind@anthropic.com>	1 shared file registry.yaml
16.	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	eloreaux-ant <290538725+eloreaux-ant@users.noreply.github.com>	1 shared file registry.yaml
17.	CJ Avilla <cj@anthropic.com>	Nik Blanchet <nikblanchet@anthropic.com>	1 shared file misc/metaprompt.ipynb

	Contributor 1	Contributor 2	# shared files
1.	Alex Notov <alex@zealoushacker.com>	Alex Notov <zh@anthropic.com>	410 shared files .github/workflows/links.yml claude_code_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md claude_code_sdk/chief_of_staff_agent/CLAUDE.md capabilities/retrieval_augmented_generation/evaluation/prompts.py claude_code_sdk/chief_of_staff_agent/scripts/simple_calculation.py skills/summarization/data/results.csv capabilities/summarization/data/sample-lease2-summary.txt capabilities/retrieval_augmented_generation/evaluation/vectordb.py capabilities/summarization/data/sample-lease1-summary.txt capabilities/classification/evaluation/prompts.py capabilities/text_to_sql/evaluation/prompts.py capabilities/summarization/data/sample-lease5-summary.txt capabilities/summarization/data/sample-lease7-summary.txt capabilities/retrieval_augmented_generation/evaluation/csvs/evaluation_results_detailed_level_two.csv capabilities/retrieval_augmented_generation/evaluation/json_results/evaluation_results_level_two.json capabilities/summarization/data/sample-lease6-summary.txt capabilities/text_to_sql/data/results.csv capabilities/summarization/data/sample-lease3-summary.txt capabilities/summarization/data/sample-lease4-summary.txt claude_code_sdk/chief_of_staff_agent/output_reports/hiring_decision.md capabilities/summarization/data/sample-lease9-summary.txt capabilities/summarization/data/sample-lease8-summary.txt misc/illustrated_responses.ipynb skills/summarization/evaluation/custom_evals/llm_eval.py .claude/skills/cookbook-audit/validate_notebook.py tool_use/memory_demo/sample_code/web_scraper_v1.py skills/.claude/settings.json third_party/Pinecone/rag_using_pinecone.ipynb skills/summarization/data/sample-lease4.txt skills/summarization/data/multiple_subleases.py capabilities/retrieval_augmented_generation/evaluation/eval_end_to_end.py scripts/validate_all_notebooks.py skills/text_to_sql/data/results.csv tool_use/__init__.py tool_use/automatic-context-compaction.ipynb skills/retrieval_augmented_generation/evaluation/docs_evaluation_dataset.json claude_agent_sdk/research_agent/agent.py skills/summarization/evaluation/promptfooconfig.yaml skills/text_to_sql/evaluation/tests/test_simple_query.py claude_agent_sdk/chief_of_staff_agent/.claude/agents/recruiter.md tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb claude_agent_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md skills/contextual-embeddings/guide.ipynb patterns/agents/util.py claude_code_sdk/chief_of_staff_agent/.claude/settings.local.json images/frontend_aesthetics/distilled_saas.png capabilities/text_to_sql/evaluation/tests/test_hierarchical_query.py third_party/Deepgram/prerecorded_audio.ipynb .github/registry_schema.json claude_code_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md skills/summarization/data/sample-lease3.txt tool_use/memory_demo/demo_helpers.py claude_code_sdk/observability_agent/architecture_diagram.md .github/workflows/claude-notebook-review.yml skills/classification/guide.ipynb patterns/agents/basic_workflows.ipynb skills/summarization/evaluation/README.md skills/text_to_sql/evaluation/README.md skills/summarization/data/sample-lease2.txt skills/custom_skills/analyzing-financial-statements/calculate_ratios.py claude_code_sdk/chief_of_staff_agent/.claude/agents/financial-analyst.md scripts/validate_notebooks.py capabilities/retrieval_augmented_generation/data/end_to_end_results.json capabilities/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml misc/building_evals.ipynb skills/custom_skills/creating-financial-models/sensitivity_analysis.py claude_code_sdk/chief_of_staff_agent/audit/script_usage_log.json skills/classification/evaluation/promptfooconfig.yaml capabilities/text_to_sql/evaluation/tests/test_employee_count.py tool_use/parallel_tools_claude_3_7_sonnet.ipynb patterns/agents/orchestrator_workers.ipynb skills/classification/evaluation/dataset.csv tool_use/parallel_tools.ipynb skills/retrieval_augmented_generation/data/anthropic_docs.json claude_agent_sdk/chief_of_staff_agent/.claude/settings.local.json claude_code_sdk/chief_of_staff_agent/scripts/hiring_impact.py images/frontend_aesthetics/distilled_portfolio.png misc/batch_processing.ipynb capabilities/summarization/data/sample-lease2.txt skills/.claude/hooks/session-start.sh capabilities/classification/data/vector_db.pkl skills/text_to_sql/evaluation/prompts.py claude_code_sdk/chief_of_staff_agent/.claude/commands/strategic-brief.md capabilities/retrieval_augmented_generation/evaluation/provider_retrieval.py third_party/Wikipedia/wikipedia-search-cookbook.ipynb multimodal/reading_charts_graphs_powerpoints.ipynb images/frontend_aesthetics/baseline_dashboard.png skills/summarization/data/sample-lease1.txt skills/retrieval_augmented_generation/evaluation/README.md skills/retrieval_augmented_generation/evaluation/csvs/evaluation_results_detailed.csv claude_code_sdk/chief_of_staff_agent/.claude/output-styles/executive.md skills/retrieval_augmented_generation/evaluation/prompts.py skills/CLAUDE.md claude_code_sdk/chief_of_staff_agent/agent.py skills/assets/not-just-markdown.png skills/sample_data/budget_template.csv claude_agent_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md README.md claude_agent_sdk/.env.example ...
2.	Alex Notov <alex@zealoushacker.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	161 shared files .github/workflows/links.yml capabilities/retrieval_augmented_generation/evaluation/prompts.py capabilities/retrieval_augmented_generation/evaluation/vectordb.py capabilities/classification/evaluation/prompts.py capabilities/text_to_sql/evaluation/prompts.py misc/illustrated_responses.ipynb .claude/skills/cookbook-audit/validate_notebook.py tool_use/memory_demo/sample_code/web_scraper_v1.py third_party/Pinecone/rag_using_pinecone.ipynb capabilities/retrieval_augmented_generation/evaluation/eval_end_to_end.py scripts/validate_all_notebooks.py tool_use/automatic-context-compaction.ipynb claude_agent_sdk/research_agent/agent.py tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb patterns/agents/util.py capabilities/text_to_sql/evaluation/tests/test_hierarchical_query.py third_party/Deepgram/prerecorded_audio.ipynb .github/registry_schema.json tool_use/memory_demo/demo_helpers.py third_party/ElevenLabs/stream_voice_assistant_websocket.py .github/workflows/claude-notebook-review.yml patterns/agents/basic_workflows.ipynb skills/custom_skills/analyzing-financial-statements/calculate_ratios.py scripts/validate_notebooks.py capabilities/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml misc/building_evals.ipynb skills/custom_skills/creating-financial-models/sensitivity_analysis.py capabilities/text_to_sql/evaluation/tests/test_employee_count.py patterns/agents/orchestrator_workers.ipynb tool_use/parallel_tools.ipynb misc/batch_processing.ipynb capabilities/retrieval_augmented_generation/evaluation/provider_retrieval.py third_party/Wikipedia/wikipedia-search-cookbook.ipynb multimodal/reading_charts_graphs_powerpoints.ipynb skills/CLAUDE.md README.md claude_agent_sdk/.env.example capabilities/text_to_sql/evaluation/vectordb.py skills/custom_skills/applying-brand-guidelines/SKILL.md .claude/commands/model-check.md misc/metaprompt.ipynb third_party/WolframAlpha/using_llm_api.ipynb .github/workflows/claude-link-review.yml misc/building_moderation_filter.ipynb .github/pull_request_template.md tool_use/extracting_structured_json.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb tool_use/tool_choice.ipynb scripts/detect-secrets/plugins.py capabilities/classification/guide.ipynb extended_thinking/extended_thinking.ipynb tool_use/memory_demo/sample_code/api_client_v1.py claude_agent_sdk/README.md tool_use/calculator_tool.ipynb .claude/skills/cookbook-audit/.gitignore misc/how_to_enable_json_mode.ipynb tool_evaluation/tool_evaluation.ipynb .claude/skills/cookbook-audit/style_guide.md .gitignore misc/generate_test_cases.ipynb multimodal/getting_started_with_vision.ipynb observability/usage_cost_api.ipynb extended_thinking/extended_thinking_with_tool_use.ipynb tool_use/tool_use_with_pydantic.ipynb skills/custom_skills/analyzing-financial-statements/SKILL.md third_party/LlamaIndex/Multi_Document_Agents.ipynb .github/workflows/lint-format.yml capabilities/text_to_sql/guide.ipynb skills/custom_skills/applying-brand-guidelines/validate_brand.py capabilities/summarization/evaluation/custom_evals/rouge_eval.py tool_use/.env.example multimodal/best_practices_for_vision.ipynb tool_use/memory_cookbook.ipynb misc/mc_qa.ipynb misc/read_web_pages_with_haiku.ipynb capabilities/contextual-embeddings/contextual-rag-lambda-function/inference_adapter.py misc/speculative_prompt_caching.ipynb multimodal/crop_tool.ipynb .github/workflows/verify-authors.yml third_party/LlamaIndex/Multi_Modal.ipynb .github/workflows/notebook-tests.yml capabilities/summarization/evaluation/prompts.py skills/file_utils.py claude_agent_sdk/01_The_chief_of_staff_agent.ipynb patterns/agents/prompts/research_lead_agent.md capabilities/summarization/evaluation/promptfooconfig.yaml skills/notebooks/01_skills_introduction.ipynb skills/custom_skills/creating-financial-models/dcf_model.py skills/custom_skills/creating-financial-models/SKILL.md authors.yaml skills/custom_skills/analyzing-financial-statements/interpret_ratios.py misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb misc/using_citations.ipynb tool_use/memory_tool.py skills/skill_utils.py finetuning/finetuning_on_bedrock.ipynb capabilities/contextual-embeddings/contextual-rag-lambda-function/lambda_function.py capabilities/contextual-embeddings/contextual-rag-lambda-function/s3_adapter.py ...
3.	Alex Notov <zh@anthropic.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	157 shared files .github/workflows/links.yml capabilities/retrieval_augmented_generation/evaluation/prompts.py capabilities/retrieval_augmented_generation/evaluation/vectordb.py capabilities/classification/evaluation/prompts.py capabilities/text_to_sql/evaluation/prompts.py misc/illustrated_responses.ipynb .claude/skills/cookbook-audit/validate_notebook.py tool_use/memory_demo/sample_code/web_scraper_v1.py third_party/Pinecone/rag_using_pinecone.ipynb capabilities/retrieval_augmented_generation/evaluation/eval_end_to_end.py scripts/validate_all_notebooks.py tool_use/automatic-context-compaction.ipynb claude_agent_sdk/research_agent/agent.py tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb patterns/agents/util.py capabilities/text_to_sql/evaluation/tests/test_hierarchical_query.py third_party/Deepgram/prerecorded_audio.ipynb .github/registry_schema.json tool_use/memory_demo/demo_helpers.py .github/workflows/claude-notebook-review.yml patterns/agents/basic_workflows.ipynb skills/custom_skills/analyzing-financial-statements/calculate_ratios.py scripts/validate_notebooks.py capabilities/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml misc/building_evals.ipynb skills/custom_skills/creating-financial-models/sensitivity_analysis.py capabilities/text_to_sql/evaluation/tests/test_employee_count.py patterns/agents/orchestrator_workers.ipynb tool_use/parallel_tools.ipynb misc/batch_processing.ipynb capabilities/retrieval_augmented_generation/evaluation/provider_retrieval.py third_party/Wikipedia/wikipedia-search-cookbook.ipynb multimodal/reading_charts_graphs_powerpoints.ipynb skills/CLAUDE.md README.md claude_agent_sdk/.env.example capabilities/text_to_sql/evaluation/vectordb.py skills/custom_skills/applying-brand-guidelines/SKILL.md .claude/commands/model-check.md misc/metaprompt.ipynb third_party/WolframAlpha/using_llm_api.ipynb .github/workflows/claude-link-review.yml misc/building_moderation_filter.ipynb .github/pull_request_template.md tool_use/extracting_structured_json.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb tool_use/tool_choice.ipynb scripts/detect-secrets/plugins.py capabilities/classification/guide.ipynb extended_thinking/extended_thinking.ipynb tool_use/memory_demo/sample_code/api_client_v1.py claude_agent_sdk/README.md tool_use/calculator_tool.ipynb .claude/skills/cookbook-audit/.gitignore misc/how_to_enable_json_mode.ipynb tool_evaluation/tool_evaluation.ipynb .claude/skills/cookbook-audit/style_guide.md .gitignore misc/generate_test_cases.ipynb multimodal/getting_started_with_vision.ipynb observability/usage_cost_api.ipynb extended_thinking/extended_thinking_with_tool_use.ipynb tool_use/tool_use_with_pydantic.ipynb skills/custom_skills/analyzing-financial-statements/SKILL.md third_party/LlamaIndex/Multi_Document_Agents.ipynb .github/workflows/lint-format.yml capabilities/text_to_sql/guide.ipynb skills/custom_skills/applying-brand-guidelines/validate_brand.py capabilities/summarization/evaluation/custom_evals/rouge_eval.py tool_use/.env.example multimodal/best_practices_for_vision.ipynb tool_use/memory_cookbook.ipynb misc/mc_qa.ipynb misc/read_web_pages_with_haiku.ipynb capabilities/contextual-embeddings/contextual-rag-lambda-function/inference_adapter.py misc/speculative_prompt_caching.ipynb multimodal/crop_tool.ipynb .github/workflows/verify-authors.yml third_party/LlamaIndex/Multi_Modal.ipynb capabilities/summarization/evaluation/prompts.py skills/file_utils.py claude_agent_sdk/01_The_chief_of_staff_agent.ipynb patterns/agents/prompts/research_lead_agent.md capabilities/summarization/evaluation/promptfooconfig.yaml skills/notebooks/01_skills_introduction.ipynb skills/custom_skills/creating-financial-models/dcf_model.py skills/custom_skills/creating-financial-models/SKILL.md authors.yaml skills/custom_skills/analyzing-financial-statements/interpret_ratios.py misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb misc/using_citations.ipynb tool_use/memory_tool.py skills/skill_utils.py finetuning/finetuning_on_bedrock.ipynb capabilities/contextual-embeddings/contextual-rag-lambda-function/lambda_function.py capabilities/contextual-embeddings/contextual-rag-lambda-function/s3_adapter.py capabilities/retrieval_augmented_generation/evaluation/eval_retrieval.py third_party/LlamaIndex/Router_Query_Engine.ipynb ...
4.	Alex Notov <zh@anthropic.com>	Ash Prabaker <121939664+ashprabaker@users.noreply.github.com>	142 shared files claude_code_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md claude_code_sdk/chief_of_staff_agent/CLAUDE.md capabilities/retrieval_augmented_generation/evaluation/prompts.py claude_code_sdk/chief_of_staff_agent/scripts/simple_calculation.py claude_code_sdk/chief_of_staff_agent/output_reports/hiring_decision.md capabilities/retrieval_augmented_generation/evaluation/eval_end_to_end.py scripts/validate_all_notebooks.py claude_agent_sdk/research_agent/agent.py claude_agent_sdk/chief_of_staff_agent/.claude/agents/recruiter.md tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb claude_agent_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md patterns/agents/util.py claude_code_sdk/chief_of_staff_agent/.claude/settings.local.json third_party/Deepgram/prerecorded_audio.ipynb claude_code_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md claude_code_sdk/observability_agent/architecture_diagram.md claude_code_sdk/chief_of_staff_agent/.claude/agents/financial-analyst.md capabilities/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml misc/building_evals.ipynb claude_code_sdk/chief_of_staff_agent/audit/script_usage_log.json tool_use/parallel_tools_claude_3_7_sonnet.ipynb tool_use/parallel_tools.ipynb claude_agent_sdk/chief_of_staff_agent/.claude/settings.local.json claude_code_sdk/chief_of_staff_agent/scripts/hiring_impact.py misc/batch_processing.ipynb claude_code_sdk/chief_of_staff_agent/.claude/commands/strategic-brief.md capabilities/retrieval_augmented_generation/evaluation/provider_retrieval.py multimodal/reading_charts_graphs_powerpoints.ipynb claude_code_sdk/chief_of_staff_agent/.claude/output-styles/executive.md claude_code_sdk/chief_of_staff_agent/agent.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md claude_agent_sdk/.env.example misc/metaprompt.ipynb claude_agent_sdk/chief_of_staff_agent/output_reports/Q2_2024_Financial_Forecast.md claude_code_sdk/chief_of_staff_agent/.claude/output-styles/technical.md claude_agent_sdk/chief_of_staff_agent/audit/report_history.json claude_code_sdk/observability_agent/docker/Dockerfile claude_code_sdk/01_The_chief_of_staff_agent.ipynb claude_code_sdk/chief_of_staff_agent/flow_diagram.md claude_agent_sdk/chief_of_staff_agent/financial_data/burn_rate.csv misc/building_moderation_filter.ipynb claude_code_sdk/pyproject.toml claude_agent_sdk/chief_of_staff_agent/scripts/simple_calculation.py claude_code_sdk/README.md tool_use/extracting_structured_json.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb tool_use/tool_choice.ipynb capabilities/classification/guide.ipynb extended_thinking/extended_thinking.ipynb claude_code_sdk/chief_of_staff_agent/scripts/talent_scorer.py claude_agent_sdk/README.md tool_use/calculator_tool.ipynb misc/how_to_enable_json_mode.ipynb tool_evaluation/tool_evaluation.ipynb misc/generate_test_cases.ipynb multimodal/getting_started_with_vision.ipynb observability/usage_cost_api.ipynb claude_code_sdk/chief_of_staff_agent/.claude/hooks/report-tracker.py extended_thinking/extended_thinking_with_tool_use.ipynb tool_use/tool_use_with_pydantic.ipynb claude_code_sdk/00_The_one_liner_research_agent.ipynb claude_code_sdk/chief_of_staff_agent/.claude/agents/recruiter.md third_party/LlamaIndex/Multi_Document_Agents.ipynb capabilities/text_to_sql/guide.ipynb tool_use/.env.example claude_code_sdk/research_agent/agent.py claude_agent_sdk/chief_of_staff_agent/scripts/hiring_impact.py claude_agent_sdk/observability_agent/docker/docker-compose.yml multimodal/best_practices_for_vision.ipynb tool_use/memory_cookbook.ipynb misc/read_web_pages_with_haiku.ipynb misc/speculative_prompt_caching.ipynb claude_code_sdk/chief_of_staff_agent/financial_data/burn_rate.csv claude_code_sdk/chief_of_staff_agent/scripts/financial_forecast.py claude_agent_sdk/chief_of_staff_agent/.claude/hooks/report-tracker.py claude_agent_sdk/01_The_chief_of_staff_agent.ipynb claude_agent_sdk/chief_of_staff_agent/scripts/decision_matrix.py capabilities/classification/evaluation/promptfooconfig.yaml capabilities/summarization/evaluation/promptfooconfig.yaml claude_code_sdk/chief_of_staff_agent/financial_data/revenue_forecast.json skills/notebooks/01_skills_introduction.ipynb claude_agent_sdk/chief_of_staff_agent/.claude/agents/financial-analyst.md claude_code_sdk/observability_agent/docker/docker-compose.yml claude_agent_sdk/chief_of_staff_agent/.claude/hooks/script-usage-logger.py misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb misc/using_citations.ipynb claude_code_sdk/observability_agent/agent.py claude_code_sdk/utils/agent_visualizer.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/budget-impact.md claude_agent_sdk/chief_of_staff_agent/financial_data/revenue_forecast.json skills/skill_utils.py claude_code_sdk/chief_of_staff_agent/.claude/hooks/script-usage-logger.py finetuning/finetuning_on_bedrock.ipynb claude_code_sdk/.env.example third_party/LlamaIndex/Router_Query_Engine.ipynb claude_agent_sdk/utils/agent_visualizer.py claude_agent_sdk/pyproject.toml claude_code_sdk/chief_of_staff_agent/audit/report_history.json ...
5.	Alex Notov <alex@zealoushacker.com>	Ash Prabaker <121939664+ashprabaker@users.noreply.github.com>	142 shared files claude_code_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md claude_code_sdk/chief_of_staff_agent/CLAUDE.md capabilities/retrieval_augmented_generation/evaluation/prompts.py claude_code_sdk/chief_of_staff_agent/scripts/simple_calculation.py claude_code_sdk/chief_of_staff_agent/output_reports/hiring_decision.md capabilities/retrieval_augmented_generation/evaluation/eval_end_to_end.py scripts/validate_all_notebooks.py claude_agent_sdk/research_agent/agent.py claude_agent_sdk/chief_of_staff_agent/.claude/agents/recruiter.md tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb claude_agent_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md patterns/agents/util.py claude_code_sdk/chief_of_staff_agent/.claude/settings.local.json third_party/Deepgram/prerecorded_audio.ipynb claude_code_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md claude_code_sdk/observability_agent/architecture_diagram.md claude_code_sdk/chief_of_staff_agent/.claude/agents/financial-analyst.md capabilities/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml misc/building_evals.ipynb claude_code_sdk/chief_of_staff_agent/audit/script_usage_log.json tool_use/parallel_tools_claude_3_7_sonnet.ipynb tool_use/parallel_tools.ipynb claude_agent_sdk/chief_of_staff_agent/.claude/settings.local.json claude_code_sdk/chief_of_staff_agent/scripts/hiring_impact.py misc/batch_processing.ipynb claude_code_sdk/chief_of_staff_agent/.claude/commands/strategic-brief.md capabilities/retrieval_augmented_generation/evaluation/provider_retrieval.py multimodal/reading_charts_graphs_powerpoints.ipynb claude_code_sdk/chief_of_staff_agent/.claude/output-styles/executive.md claude_code_sdk/chief_of_staff_agent/agent.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md claude_agent_sdk/.env.example misc/metaprompt.ipynb claude_agent_sdk/chief_of_staff_agent/output_reports/Q2_2024_Financial_Forecast.md claude_code_sdk/chief_of_staff_agent/.claude/output-styles/technical.md claude_agent_sdk/chief_of_staff_agent/audit/report_history.json claude_code_sdk/observability_agent/docker/Dockerfile claude_code_sdk/01_The_chief_of_staff_agent.ipynb claude_code_sdk/chief_of_staff_agent/flow_diagram.md claude_agent_sdk/chief_of_staff_agent/financial_data/burn_rate.csv misc/building_moderation_filter.ipynb claude_code_sdk/pyproject.toml claude_agent_sdk/chief_of_staff_agent/scripts/simple_calculation.py claude_code_sdk/README.md tool_use/extracting_structured_json.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb tool_use/tool_choice.ipynb capabilities/classification/guide.ipynb extended_thinking/extended_thinking.ipynb claude_code_sdk/chief_of_staff_agent/scripts/talent_scorer.py claude_agent_sdk/README.md tool_use/calculator_tool.ipynb misc/how_to_enable_json_mode.ipynb tool_evaluation/tool_evaluation.ipynb misc/generate_test_cases.ipynb multimodal/getting_started_with_vision.ipynb observability/usage_cost_api.ipynb claude_code_sdk/chief_of_staff_agent/.claude/hooks/report-tracker.py extended_thinking/extended_thinking_with_tool_use.ipynb tool_use/tool_use_with_pydantic.ipynb claude_code_sdk/00_The_one_liner_research_agent.ipynb claude_code_sdk/chief_of_staff_agent/.claude/agents/recruiter.md third_party/LlamaIndex/Multi_Document_Agents.ipynb capabilities/text_to_sql/guide.ipynb tool_use/.env.example claude_code_sdk/research_agent/agent.py claude_agent_sdk/chief_of_staff_agent/scripts/hiring_impact.py claude_agent_sdk/observability_agent/docker/docker-compose.yml multimodal/best_practices_for_vision.ipynb tool_use/memory_cookbook.ipynb misc/read_web_pages_with_haiku.ipynb misc/speculative_prompt_caching.ipynb claude_code_sdk/chief_of_staff_agent/financial_data/burn_rate.csv claude_code_sdk/chief_of_staff_agent/scripts/financial_forecast.py claude_agent_sdk/chief_of_staff_agent/.claude/hooks/report-tracker.py claude_agent_sdk/01_The_chief_of_staff_agent.ipynb claude_agent_sdk/chief_of_staff_agent/scripts/decision_matrix.py capabilities/classification/evaluation/promptfooconfig.yaml capabilities/summarization/evaluation/promptfooconfig.yaml claude_code_sdk/chief_of_staff_agent/financial_data/revenue_forecast.json skills/notebooks/01_skills_introduction.ipynb claude_agent_sdk/chief_of_staff_agent/.claude/agents/financial-analyst.md claude_code_sdk/observability_agent/docker/docker-compose.yml claude_agent_sdk/chief_of_staff_agent/.claude/hooks/script-usage-logger.py misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb misc/using_citations.ipynb claude_code_sdk/observability_agent/agent.py claude_code_sdk/utils/agent_visualizer.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/budget-impact.md claude_agent_sdk/chief_of_staff_agent/financial_data/revenue_forecast.json skills/skill_utils.py claude_code_sdk/chief_of_staff_agent/.claude/hooks/script-usage-logger.py finetuning/finetuning_on_bedrock.ipynb claude_code_sdk/.env.example third_party/LlamaIndex/Router_Query_Engine.ipynb claude_agent_sdk/utils/agent_visualizer.py claude_agent_sdk/pyproject.toml claude_code_sdk/chief_of_staff_agent/audit/report_history.json ...
6.	Ash Prabaker <121939664+ashprabaker@users.noreply.github.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	68 shared files capabilities/retrieval_augmented_generation/evaluation/prompts.py capabilities/retrieval_augmented_generation/evaluation/eval_end_to_end.py scripts/validate_all_notebooks.py claude_agent_sdk/research_agent/agent.py tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb patterns/agents/util.py third_party/Deepgram/prerecorded_audio.ipynb capabilities/retrieval_augmented_generation/evaluation/promptfooconfig_end_to_end.yaml misc/building_evals.ipynb tool_use/parallel_tools.ipynb misc/batch_processing.ipynb capabilities/retrieval_augmented_generation/evaluation/provider_retrieval.py multimodal/reading_charts_graphs_powerpoints.ipynb claude_agent_sdk/.env.example misc/metaprompt.ipynb misc/building_moderation_filter.ipynb tool_use/extracting_structured_json.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb tool_use/tool_choice.ipynb capabilities/classification/guide.ipynb extended_thinking/extended_thinking.ipynb claude_agent_sdk/README.md tool_use/calculator_tool.ipynb misc/how_to_enable_json_mode.ipynb tool_evaluation/tool_evaluation.ipynb misc/generate_test_cases.ipynb multimodal/getting_started_with_vision.ipynb observability/usage_cost_api.ipynb extended_thinking/extended_thinking_with_tool_use.ipynb tool_use/tool_use_with_pydantic.ipynb third_party/LlamaIndex/Multi_Document_Agents.ipynb capabilities/text_to_sql/guide.ipynb tool_use/.env.example multimodal/best_practices_for_vision.ipynb tool_use/memory_cookbook.ipynb misc/read_web_pages_with_haiku.ipynb misc/speculative_prompt_caching.ipynb claude_agent_sdk/01_The_chief_of_staff_agent.ipynb capabilities/summarization/evaluation/promptfooconfig.yaml skills/notebooks/01_skills_introduction.ipynb misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb misc/using_citations.ipynb skills/skill_utils.py finetuning/finetuning_on_bedrock.ipynb third_party/LlamaIndex/Router_Query_Engine.ipynb claude_agent_sdk/utils/agent_visualizer.py claude_agent_sdk/pyproject.toml misc/how_to_make_sql_queries.ipynb skills/notebooks/03_skills_custom_development.ipynb misc/prompt_caching.ipynb capabilities/retrieval_augmented_generation/guide.ipynb third_party/MongoDB/rag_using_mongodb.ipynb multimodal/using_sub_agents.ipynb claude_agent_sdk/observability_agent/agent.py capabilities/text_to_sql/evaluation/promptfooconfig.yaml skills/notebooks/02_skills_financial_applications.ipynb capabilities/summarization/guide.ipynb misc/pdf_upload_summarization.ipynb multimodal/how_to_transcribe_text.ipynb capabilities/summarization/evaluation/custom_evals/llm_eval.py claude_agent_sdk/02_The_observability_agent.ipynb capabilities/contextual-embeddings/guide.ipynb claude_agent_sdk/chief_of_staff_agent/agent.py claude_agent_sdk/00_The_one_liner_research_agent.ipynb tool_use/vision_with_tools.ipynb third_party/LlamaIndex/SubQuestion_Query_Engine.ipynb
7.	Mo Eseifan <moeseifan@anthropic.com>	Lance Martin <lance@anthropic.com>	57 shared files managed_agents/self_hosted_sandboxes/self_hosted_sandbox-modal/modal_sandbox_webhook.py managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/package-lock.json managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/wrangler.toml managed_agents/self_hosted_sandboxes/self_hosted_sandbox-modal/README.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/.env.example managed_agents/self_hosted_sandboxes/self_hosted_sandbox-daytona/daytona_webhook.py managed_agents/self_hosted_sandboxes/vercel/package.json managed_agents/self_hosted_sandboxes/docs/upgrade-guide.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/src/container.ts managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/tsconfig.json managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/README.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/package.json managed_agents/self_hosted_sandboxes/docker/README.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/src/index.ts managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/README.md managed_agents/self_hosted_sandboxes/cf-worker/package.json managed_agents/self_hosted_sandboxes/cf/package.json managed_agents/self_hosted_sandboxes/self_hosted_sandbox-docker/start.sh managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/tsconfig.json managed_agents/self_hosted_sandboxes/cf-worker/wrangler.toml managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/package-lock.json managed_agents/self_hosted_sandboxes/self_hosted_sandbox-modal/sandbox_runner.py managed_agents/self_hosted_sandboxes/vercel/README.md managed_agents/self_hosted_sandboxes/cf/README.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/runner/runner.mjs managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/.npmrc managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/tsconfig.json managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/README.md managed_agents/self_hosted_sandboxes/modal/README.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/vercel.json managed_agents/self_hosted_sandboxes/docs/usage-guide.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/.npmrc managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/package-lock.json managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/src/index.ts managed_agents/self_hosted_sandboxes/self_hosted_sandbox-daytona/README.md managed_agents/self_hosted_sandboxes/vercel/api/webhook.ts managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/.gitignore managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/.gitignore managed_agents/self_hosted_sandboxes/self_hosted_sandbox-vercel/api/webhook.ts managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/wrangler.toml managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/self_hosted_sandboxes/daytona/README.md managed_agents/self_hosted_sandboxes/cf/wrangler.toml managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/package.json managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/container/Dockerfile managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/src/runner.ts managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/self_hosted_sandboxes/self_hosted_sandbox-docker/Dockerfile managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/package.json managed_agents/self_hosted_sandboxes/README.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-docker/README.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-docker/on-work.sh managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf-worker/src/tools.ts managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/.gitignore managed_agents/self_hosted_sandboxes/modal/modal_sandbox_webhook.py managed_agents/self_hosted_sandboxes/cf-worker/README.md managed_agents/self_hosted_sandboxes/self_hosted_sandbox-cf/.npmrc
8.	Lance Martin <122662504+rlancemartin@users.noreply.github.com>	Lance Martin <lance@anthropic.com>	51 shared files managed_agents/linear/package.json managed_agents/linear/CLAUDE.md managed_agents/self_hosted_sandboxes/vercel/package.json managed_agents/cma-mcp/tsconfig.json managed_agents/slack/CLAUDE.md managed_agents/linear/skill.md managed_agents/cma-mcp/src/tools.ts managed_agents/cma-mcp/CLAUDE.md managed_agents/self_hosted_sandboxes/docker/README.md managed_agents/cma-mcp/Dockerfile managed_agents/linear/.env.example managed_agents/self_hosted_sandboxes/cf-worker/package.json managed_agents/slack/.env.example managed_agents/self_hosted_sandboxes/cf/package.json managed_agents/self_hosted_sandboxes/cf-worker/wrangler.toml managed_agents/slack/setup/create-agent.ts managed_agents/slack/skill.md managed_agents/linear/src/cma-webhook.ts managed_agents/cma-mcp/src/server-http.ts managed_agents/self_hosted_sandboxes/vercel/README.md managed_agents/self_hosted_sandboxes/cf/README.md managed_agents/linear/src/main.ts managed_agents/self_hosted_sandboxes/modal/README.md managed_agents/slack/.gitignore managed_agents/linear/setup/create-agent.ts managed_agents/cma-mcp/.gitignore managed_agents/linear/README.md managed_agents/self_hosted_sandboxes/vercel/api/webhook.ts managed_agents/cma-mcp/package.json managed_agents/cma-mcp/.env.example managed_agents/slack/src/agent.ts managed_agents/linear/.gitignore managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/self_hosted_sandboxes/daytona/README.md managed_agents/slack/tsconfig.json managed_agents/self_hosted_sandboxes/cf/wrangler.toml managed_agents/slack/src/cma-webhook.ts managed_agents/linear/src/agent.ts managed_agents/cma-mcp/skill.md managed_agents/cma-mcp/src/cma.ts managed_agents/slack/src/main.ts managed_agents/slack/src/slack-events.ts managed_agents/cma-mcp/src/server.ts managed_agents/linear/src/oauth.ts managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/cma-mcp/README.md managed_agents/slack/package.json managed_agents/self_hosted_sandboxes/modal/modal_sandbox_webhook.py managed_agents/self_hosted_sandboxes/cf-worker/README.md managed_agents/linear/tsconfig.json managed_agents/slack/README.md
9.	CJ Avilla <cj@anthropic.com>	Lance Martin <122662504+rlancemartin@users.noreply.github.com>	39 shared files managed_agents/linear/package.json managed_agents/linear/CLAUDE.md managed_agents/cma-mcp/tsconfig.json managed_agents/slack/CLAUDE.md managed_agents/linear/skill.md managed_agents/cma-mcp/src/tools.ts managed_agents/cma-mcp/CLAUDE.md managed_agents/self_hosted_sandboxes/docker/README.md managed_agents/cma-mcp/Dockerfile managed_agents/linear/.env.example managed_agents/slack/.env.example managed_agents/slack/setup/create-agent.ts managed_agents/slack/skill.md managed_agents/linear/src/cma-webhook.ts managed_agents/cma-mcp/src/server-http.ts managed_agents/linear/src/main.ts managed_agents/slack/.gitignore managed_agents/linear/setup/create-agent.ts managed_agents/cma-mcp/.gitignore managed_agents/linear/README.md managed_agents/cma-mcp/package.json managed_agents/cma-mcp/.env.example managed_agents/slack/src/agent.ts managed_agents/linear/.gitignore managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/slack/tsconfig.json managed_agents/slack/src/cma-webhook.ts managed_agents/linear/src/agent.ts managed_agents/cma-mcp/skill.md managed_agents/cma-mcp/src/cma.ts managed_agents/slack/src/main.ts managed_agents/slack/src/slack-events.ts managed_agents/cma-mcp/src/server.ts managed_agents/linear/src/oauth.ts managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/cma-mcp/README.md managed_agents/slack/package.json managed_agents/linear/tsconfig.json managed_agents/slack/README.md
10.	CJ Avilla <cj@anthropic.com>	Lance Martin <lance@anthropic.com>	39 shared files managed_agents/linear/package.json managed_agents/linear/CLAUDE.md managed_agents/cma-mcp/tsconfig.json managed_agents/slack/CLAUDE.md managed_agents/linear/skill.md managed_agents/cma-mcp/src/tools.ts managed_agents/cma-mcp/CLAUDE.md managed_agents/self_hosted_sandboxes/docker/README.md managed_agents/cma-mcp/Dockerfile managed_agents/linear/.env.example managed_agents/slack/.env.example managed_agents/slack/setup/create-agent.ts managed_agents/slack/skill.md managed_agents/linear/src/cma-webhook.ts managed_agents/cma-mcp/src/server-http.ts managed_agents/linear/src/main.ts managed_agents/slack/.gitignore managed_agents/linear/setup/create-agent.ts managed_agents/cma-mcp/.gitignore managed_agents/linear/README.md managed_agents/cma-mcp/package.json managed_agents/cma-mcp/.env.example managed_agents/slack/src/agent.ts managed_agents/linear/.gitignore managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/slack/tsconfig.json managed_agents/slack/src/cma-webhook.ts managed_agents/linear/src/agent.ts managed_agents/cma-mcp/skill.md managed_agents/cma-mcp/src/cma.ts managed_agents/slack/src/main.ts managed_agents/slack/src/slack-events.ts managed_agents/cma-mcp/src/server.ts managed_agents/linear/src/oauth.ts managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/cma-mcp/README.md managed_agents/slack/package.json managed_agents/linear/tsconfig.json managed_agents/slack/README.md
11.	Michael Cohen <michaelcohen@anthropic.com>	Mo Eseifan <moeseifan@anthropic.com>	39 shared files managed_agents/self_hosted_sandboxes/docker/Dockerfile managed_agents/self_hosted_sandboxes/cf/src/container.ts managed_agents/self_hosted_sandboxes/vercel/.env.example managed_agents/self_hosted_sandboxes/vercel/package.json managed_agents/self_hosted_sandboxes/docs/upgrade-guide.md managed_agents/self_hosted_sandboxes/vercel/.npmrc managed_agents/self_hosted_sandboxes/modal/sandbox_runner.py managed_agents/self_hosted_sandboxes/cf-worker/src/runner.ts managed_agents/self_hosted_sandboxes/docker/README.md managed_agents/self_hosted_sandboxes/cf-worker/package.json managed_agents/self_hosted_sandboxes/cf/package.json managed_agents/self_hosted_sandboxes/cf-worker/tsconfig.json managed_agents/self_hosted_sandboxes/cf-worker/wrangler.toml managed_agents/self_hosted_sandboxes/vercel/vercel.json managed_agents/self_hosted_sandboxes/vercel/README.md managed_agents/self_hosted_sandboxes/cf/README.md managed_agents/self_hosted_sandboxes/modal/README.md managed_agents/self_hosted_sandboxes/docs/usage-guide.md managed_agents/self_hosted_sandboxes/vercel/tsconfig.json managed_agents/self_hosted_sandboxes/cf/container/Dockerfile managed_agents/self_hosted_sandboxes/cf-worker/src/tools.ts managed_agents/self_hosted_sandboxes/vercel/api/webhook.ts managed_agents/self_hosted_sandboxes/vercel/runner/runner.mjs managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/self_hosted_sandboxes/vercel/.gitignore managed_agents/self_hosted_sandboxes/daytona/README.md managed_agents/self_hosted_sandboxes/cf/wrangler.toml managed_agents/self_hosted_sandboxes/cf/.gitignore managed_agents/self_hosted_sandboxes/cf/tsconfig.json managed_agents/self_hosted_sandboxes/daytona/daytona_webhook.py managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/self_hosted_sandboxes/README.md managed_agents/self_hosted_sandboxes/cf/.npmrc managed_agents/self_hosted_sandboxes/cf-worker/.gitignore managed_agents/self_hosted_sandboxes/cf-worker/src/index.ts managed_agents/self_hosted_sandboxes/cf-worker/.npmrc managed_agents/self_hosted_sandboxes/cf/src/index.ts managed_agents/self_hosted_sandboxes/modal/modal_sandbox_webhook.py managed_agents/self_hosted_sandboxes/cf-worker/README.md
12.	Kevin Tang <100530254+kevintang513@users.noreply.github.com>	kevintang <kevintang@anthropic.com>	34 shared files claude_agent_sdk/hosting/kubernetes/manifests/egress-proxy.yaml claude_agent_sdk/hosting/kubernetes/manifests/network-policy.yaml claude_agent_sdk/hosting/kubernetes/teardown.sh claude_agent_sdk/hosting/docker/README.md claude_agent_sdk/hosting/kubernetes/manifests/namespace.yaml claude_agent_sdk/hosting/Dockerfile claude_agent_sdk/hosting/kubernetes/kind-quickstart.sh claude_agent_sdk/hosting/.env.example claude_agent_sdk/hosting/kubernetes/manifests/redis.yaml claude_agent_sdk/hosting/kubernetes/egress-proxy/nginx.conf claude_agent_sdk/07_Hosting_the_agent.ipynb claude_agent_sdk/hosting/run_once.py claude_agent_sdk/hosting/modal/README.md claude_agent_sdk/hosting/kubernetes/gateway/Dockerfile claude_agent_sdk/hosting/README.md claude_agent_sdk/hosting/requirements.txt claude_agent_sdk/hosting/Dockerfile.dockerignore claude_agent_sdk/hosting/kubernetes/generate-certs.sh claude_agent_sdk/hosting/.gitignore claude_agent_sdk/hosting/kubernetes/egress-proxy/Dockerfile claude_agent_sdk/hosting/kubernetes/gateway/k8s.py authors.yaml claude_agent_sdk/hosting/modal/modal_app.py claude_agent_sdk/hosting/modal/teardown.py claude_agent_sdk/hosting/kubernetes/gateway/proxy.py claude_agent_sdk/hosting/kubernetes/gateway/requirements.txt claude_agent_sdk/hosting/server.py claude_agent_sdk/hosting/docker/docker-compose.yml claude_agent_sdk/hosting/kubernetes/gateway/main.py claude_agent_sdk/hosting/kubernetes/README.md claude_agent_sdk/hosting/kubernetes/.gitignore claude_agent_sdk/hosting/entrypoint.sh registry.yaml claude_agent_sdk/hosting/kubernetes/manifests/gateway.yaml
13.	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	mattmccarley-ant <mattmccarley@anthropic.com>	33 shared files scripts/validate_all_notebooks.py tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb third_party/Deepgram/prerecorded_audio.ipynb misc/building_evals.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb capabilities/classification/guide.ipynb claude_agent_sdk/README.md tool_use/calculator_tool.ipynb misc/how_to_enable_json_mode.ipynb .gitignore multimodal/getting_started_with_vision.ipynb tool_use/tool_use_with_pydantic.ipynb third_party/LlamaIndex/Multi_Document_Agents.ipynb multimodal/best_practices_for_vision.ipynb third_party/LlamaIndex/Multi_Modal.ipynb authors.yaml misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb finetuning/finetuning_on_bedrock.ipynb third_party/LlamaIndex/Router_Query_Engine.ipynb claude_agent_sdk/pyproject.toml misc/how_to_make_sql_queries.ipynb capabilities/retrieval_augmented_generation/guide.ipynb third_party/MongoDB/rag_using_mongodb.ipynb multimodal/using_sub_agents.ipynb CLAUDE.md capabilities/summarization/guide.ipynb multimodal/how_to_transcribe_text.ipynb capabilities/contextual-embeddings/guide.ipynb registry.yaml tool_use/vision_with_tools.ipynb third_party/LlamaIndex/SubQuestion_Query_Engine.ipynb
14.	Alex Notov <alex@zealoushacker.com>	mattmccarley-ant <mattmccarley@anthropic.com>	33 shared files scripts/validate_all_notebooks.py tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb third_party/Deepgram/prerecorded_audio.ipynb misc/building_evals.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb capabilities/classification/guide.ipynb claude_agent_sdk/README.md tool_use/calculator_tool.ipynb misc/how_to_enable_json_mode.ipynb .gitignore multimodal/getting_started_with_vision.ipynb tool_use/tool_use_with_pydantic.ipynb third_party/LlamaIndex/Multi_Document_Agents.ipynb multimodal/best_practices_for_vision.ipynb third_party/LlamaIndex/Multi_Modal.ipynb authors.yaml misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb finetuning/finetuning_on_bedrock.ipynb third_party/LlamaIndex/Router_Query_Engine.ipynb claude_agent_sdk/pyproject.toml misc/how_to_make_sql_queries.ipynb capabilities/retrieval_augmented_generation/guide.ipynb third_party/MongoDB/rag_using_mongodb.ipynb multimodal/using_sub_agents.ipynb claude_agent_sdk/.gitignore capabilities/summarization/guide.ipynb multimodal/how_to_transcribe_text.ipynb capabilities/contextual-embeddings/guide.ipynb registry.yaml tool_use/vision_with_tools.ipynb third_party/LlamaIndex/SubQuestion_Query_Engine.ipynb
15.	Alex Notov <zh@anthropic.com>	mattmccarley-ant <mattmccarley@anthropic.com>	33 shared files scripts/validate_all_notebooks.py tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb third_party/Deepgram/prerecorded_audio.ipynb misc/building_evals.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb capabilities/classification/guide.ipynb claude_agent_sdk/README.md tool_use/calculator_tool.ipynb misc/how_to_enable_json_mode.ipynb .gitignore multimodal/getting_started_with_vision.ipynb tool_use/tool_use_with_pydantic.ipynb third_party/LlamaIndex/Multi_Document_Agents.ipynb multimodal/best_practices_for_vision.ipynb third_party/LlamaIndex/Multi_Modal.ipynb authors.yaml misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb finetuning/finetuning_on_bedrock.ipynb third_party/LlamaIndex/Router_Query_Engine.ipynb claude_agent_sdk/pyproject.toml misc/how_to_make_sql_queries.ipynb capabilities/retrieval_augmented_generation/guide.ipynb third_party/MongoDB/rag_using_mongodb.ipynb multimodal/using_sub_agents.ipynb claude_agent_sdk/.gitignore capabilities/summarization/guide.ipynb multimodal/how_to_transcribe_text.ipynb capabilities/contextual-embeddings/guide.ipynb registry.yaml tool_use/vision_with_tools.ipynb third_party/LlamaIndex/SubQuestion_Query_Engine.ipynb
16.	Ash Prabaker <121939664+ashprabaker@users.noreply.github.com>	mattmccarley-ant <mattmccarley@anthropic.com>	29 shared files scripts/validate_all_notebooks.py tool_use/customer_service_agent.ipynb third_party/LlamaIndex/ReAct_Agent.ipynb third_party/Deepgram/prerecorded_audio.ipynb misc/building_evals.ipynb third_party/LlamaIndex/Basic_RAG_With_LlamaIndex.ipynb capabilities/classification/guide.ipynb claude_agent_sdk/README.md tool_use/calculator_tool.ipynb misc/how_to_enable_json_mode.ipynb multimodal/getting_started_with_vision.ipynb tool_use/tool_use_with_pydantic.ipynb third_party/LlamaIndex/Multi_Document_Agents.ipynb multimodal/best_practices_for_vision.ipynb misc/sampling_past_max_tokens.ipynb third_party/Pinecone/claude_3_rag_agent.ipynb finetuning/finetuning_on_bedrock.ipynb third_party/LlamaIndex/Router_Query_Engine.ipynb claude_agent_sdk/pyproject.toml misc/how_to_make_sql_queries.ipynb capabilities/retrieval_augmented_generation/guide.ipynb third_party/MongoDB/rag_using_mongodb.ipynb multimodal/using_sub_agents.ipynb claude_agent_sdk/.gitignore capabilities/summarization/guide.ipynb multimodal/how_to_transcribe_text.ipynb capabilities/contextual-embeddings/guide.ipynb tool_use/vision_with_tools.ipynb third_party/LlamaIndex/SubQuestion_Query_Engine.ipynb
17.	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	CJ Avilla <cj@anthropic.com>	24 shared files managed_agents/CMA_operate_in_production.ipynb .claude/skills/cookbook-audit/validate_notebook.py misc/metaprompt.ipynb .gitignore managed_agents/CMA_gate_human_in_the_loop.ipynb tests/notebook_tests/test_notebooks.py managed_agents/README.md managed_agents/CMA_iterate_fix_failing_tests.ipynb multimodal/crop_tool.ipynb authors.yaml managed_agents/CMA_orchestrate_issue_to_pr.ipynb uv.lock managed_agents/CMA_prompt_versioning_and_rollback.ipynb managed_agents/example_data/OVERVIEW.md pyproject.toml lychee.toml CONTRIBUTING.md managed_agents/sre_incident_responder.ipynb managed_agents/pyproject.toml managed_agents/.env.example managed_agents/CMA_explore_unfamiliar_codebase.ipynb managed_agents/data_analyst_agent.ipynb managed_agents/.gitignore registry.yaml
18.	CJ Avilla <cj@anthropic.com>	mohammaddaoudfarooqi <mohammaddaoud.farooqi@mongodb.com>	22 shared files managed_agents/self_hosted_sandboxes/docker/Dockerfile images/cma_with_mongodb_atlas.jpg managed_agents/example_data/mongodb_on_cma/seed_transactions.jsonl managed_agents/mongodb_on_cma/config.py managed_agents/self_hosted_sandboxes/docker/README.md .gitignore managed_agents/README.md authors.yaml managed_agents/CMA_with_mongodb_atlas.ipynb managed_agents/mongodb_on_cma/embeddings.py uv.lock managed_agents/mongodb_on_cma/__init__.py managed_agents/example_data/OVERVIEW.md pyproject.toml managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/mongodb_on_cma/tools.py managed_agents/.env.example managed_agents/mongodb_on_cma/seed.py managed_agents/mongodb_on_cma/ap2_mandates.py managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/mongodb_on_cma/README.md registry.yaml
19.	Ash Prabaker <121939664+ashprabaker@users.noreply.github.com>	Constantin Shafranski <63783894+costiash@users.noreply.github.com>	22 shared files claude_agent_sdk/research_agent/agent.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md claude_agent_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md claude_agent_sdk/chief_of_staff_agent/audit/report_history.json claude_agent_sdk/chief_of_staff_agent/scripts/simple_calculation.py claude_agent_sdk/README.md claude_agent_sdk/chief_of_staff_agent/scripts/hiring_impact.py claude_agent_sdk/01_The_chief_of_staff_agent.ipynb claude_agent_sdk/chief_of_staff_agent/scripts/decision_matrix.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/budget-impact.md claude_agent_sdk/utils/agent_visualizer.py claude_agent_sdk/pyproject.toml claude_agent_sdk/chief_of_staff_agent/scripts/financial_forecast.py claude_agent_sdk/observability_agent/agent.py claude_agent_sdk/chief_of_staff_agent/scripts/talent_scorer.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/strategic-brief.md claude_agent_sdk/chief_of_staff_agent/output_reports/hiring_decision.md claude_agent_sdk/chief_of_staff_agent/CLAUDE.md claude_agent_sdk/02_The_observability_agent.ipynb claude_agent_sdk/chief_of_staff_agent/audit/script_usage_log.json claude_agent_sdk/chief_of_staff_agent/agent.py claude_agent_sdk/00_The_one_liner_research_agent.ipynb
20.	Alex Notov <alex@zealoushacker.com>	Constantin Shafranski <63783894+costiash@users.noreply.github.com>	22 shared files claude_agent_sdk/research_agent/agent.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md claude_agent_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md claude_agent_sdk/chief_of_staff_agent/audit/report_history.json claude_agent_sdk/chief_of_staff_agent/scripts/simple_calculation.py claude_agent_sdk/README.md claude_agent_sdk/chief_of_staff_agent/scripts/hiring_impact.py claude_agent_sdk/01_The_chief_of_staff_agent.ipynb claude_agent_sdk/chief_of_staff_agent/scripts/decision_matrix.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/budget-impact.md claude_agent_sdk/utils/agent_visualizer.py claude_agent_sdk/pyproject.toml claude_agent_sdk/chief_of_staff_agent/scripts/financial_forecast.py claude_agent_sdk/observability_agent/agent.py claude_agent_sdk/chief_of_staff_agent/scripts/talent_scorer.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/strategic-brief.md claude_agent_sdk/chief_of_staff_agent/output_reports/hiring_decision.md claude_agent_sdk/chief_of_staff_agent/CLAUDE.md claude_agent_sdk/02_The_observability_agent.ipynb claude_agent_sdk/chief_of_staff_agent/audit/script_usage_log.json claude_agent_sdk/chief_of_staff_agent/agent.py claude_agent_sdk/00_The_one_liner_research_agent.ipynb
21.	Alex Notov <zh@anthropic.com>	Constantin Shafranski <63783894+costiash@users.noreply.github.com>	22 shared files claude_agent_sdk/research_agent/agent.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/talent-scan.md claude_agent_sdk/chief_of_staff_agent/.claude/commands/slash-command-test.md claude_agent_sdk/chief_of_staff_agent/audit/report_history.json claude_agent_sdk/chief_of_staff_agent/scripts/simple_calculation.py claude_agent_sdk/README.md claude_agent_sdk/chief_of_staff_agent/scripts/hiring_impact.py claude_agent_sdk/01_The_chief_of_staff_agent.ipynb claude_agent_sdk/chief_of_staff_agent/scripts/decision_matrix.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/budget-impact.md claude_agent_sdk/utils/agent_visualizer.py claude_agent_sdk/pyproject.toml claude_agent_sdk/chief_of_staff_agent/scripts/financial_forecast.py claude_agent_sdk/observability_agent/agent.py claude_agent_sdk/chief_of_staff_agent/scripts/talent_scorer.py claude_agent_sdk/chief_of_staff_agent/.claude/commands/strategic-brief.md claude_agent_sdk/chief_of_staff_agent/output_reports/hiring_decision.md claude_agent_sdk/chief_of_staff_agent/CLAUDE.md claude_agent_sdk/02_The_observability_agent.ipynb claude_agent_sdk/chief_of_staff_agent/audit/script_usage_log.json claude_agent_sdk/chief_of_staff_agent/agent.py claude_agent_sdk/00_The_one_liner_research_agent.ipynb
22.	Lance Martin <lance@anthropic.com>	Michael Cohen <michaelcohen@anthropic.com>	18 shared files managed_agents/self_hosted_sandboxes/vercel/package.json managed_agents/self_hosted_sandboxes/docs/upgrade-guide.md managed_agents/self_hosted_sandboxes/docker/README.md managed_agents/self_hosted_sandboxes/cf-worker/package.json managed_agents/self_hosted_sandboxes/cf/package.json managed_agents/self_hosted_sandboxes/cf-worker/wrangler.toml managed_agents/self_hosted_sandboxes/vercel/README.md managed_agents/self_hosted_sandboxes/cf/README.md managed_agents/self_hosted_sandboxes/modal/README.md managed_agents/self_hosted_sandboxes/docs/usage-guide.md managed_agents/self_hosted_sandboxes/vercel/api/webhook.ts managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/self_hosted_sandboxes/daytona/README.md managed_agents/self_hosted_sandboxes/cf/wrangler.toml managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/self_hosted_sandboxes/README.md managed_agents/self_hosted_sandboxes/modal/modal_sandbox_webhook.py managed_agents/self_hosted_sandboxes/cf-worker/README.md
23.	Lance Martin <122662504+rlancemartin@users.noreply.github.com>	Michael Cohen <michaelcohen@anthropic.com>	15 shared files managed_agents/self_hosted_sandboxes/vercel/package.json managed_agents/self_hosted_sandboxes/docker/README.md managed_agents/self_hosted_sandboxes/cf-worker/package.json managed_agents/self_hosted_sandboxes/cf/package.json managed_agents/self_hosted_sandboxes/cf-worker/wrangler.toml managed_agents/self_hosted_sandboxes/vercel/README.md managed_agents/self_hosted_sandboxes/cf/README.md managed_agents/self_hosted_sandboxes/modal/README.md managed_agents/self_hosted_sandboxes/vercel/api/webhook.ts managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/self_hosted_sandboxes/daytona/README.md managed_agents/self_hosted_sandboxes/cf/wrangler.toml managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/self_hosted_sandboxes/modal/modal_sandbox_webhook.py managed_agents/self_hosted_sandboxes/cf-worker/README.md
24.	Lance Martin <122662504+rlancemartin@users.noreply.github.com>	Mo Eseifan <moeseifan@anthropic.com>	15 shared files managed_agents/self_hosted_sandboxes/vercel/package.json managed_agents/self_hosted_sandboxes/docker/README.md managed_agents/self_hosted_sandboxes/cf-worker/package.json managed_agents/self_hosted_sandboxes/cf/package.json managed_agents/self_hosted_sandboxes/cf-worker/wrangler.toml managed_agents/self_hosted_sandboxes/vercel/README.md managed_agents/self_hosted_sandboxes/cf/README.md managed_agents/self_hosted_sandboxes/modal/README.md managed_agents/self_hosted_sandboxes/vercel/api/webhook.ts managed_agents/self_hosted_sandboxes/docker/on-work.sh managed_agents/self_hosted_sandboxes/daytona/README.md managed_agents/self_hosted_sandboxes/cf/wrangler.toml managed_agents/self_hosted_sandboxes/docker/start.sh managed_agents/self_hosted_sandboxes/modal/modal_sandbox_webhook.py managed_agents/self_hosted_sandboxes/cf-worker/README.md
25.	Pedram Navid <pedram@anthropic.com>	Alex Notov <alex@zealoushacker.com>	12 shared files tool_use/__init__.py tool_use/automatic-context-compaction.ipynb README.md tool_use/utils/team_expense_api.py tool_use/utils/customer_service_tools.py tool_use/utils/customer_service_api.py tool_use/utils/visualize.py uv.lock pyproject.toml tool_use/utils/__init__.py tool_use/ptc.ipynb registry.yaml
26.	Pedram Navid <pedram@anthropic.com>	Alex Notov <zh@anthropic.com>	12 shared files tool_use/__init__.py tool_use/automatic-context-compaction.ipynb README.md tool_use/utils/team_expense_api.py tool_use/utils/customer_service_tools.py tool_use/utils/customer_service_api.py tool_use/utils/visualize.py uv.lock pyproject.toml tool_use/utils/__init__.py tool_use/ptc.ipynb registry.yaml
27.	Montana Low <montanalow@users.noreply.github.com>	Montana Low <montana@anthropic.com>	10 shared files capabilities/knowledge_graph/README.md capabilities/knowledge_graph/data/sample_triples.json capabilities/knowledge_graph/guide.ipynb capabilities/knowledge_graph/evaluation/README.md capabilities/knowledge_graph/data/alias_map.json uv.lock pyproject.toml capabilities/knowledge_graph/evaluation/eval_extraction.py capabilities/README.md registry.yaml
28.	Alex Notov <alex@zealoushacker.com>	CJ Avilla <cj@anthropic.com>	10 shared files .claude/skills/cookbook-audit/validate_notebook.py misc/metaprompt.ipynb .gitignore multimodal/crop_tool.ipynb authors.yaml uv.lock pyproject.toml lychee.toml CONTRIBUTING.md registry.yaml
29.	Alex Notov <zh@anthropic.com>	CJ Avilla <cj@anthropic.com>	10 shared files .claude/skills/cookbook-audit/validate_notebook.py misc/metaprompt.ipynb .gitignore multimodal/crop_tool.ipynb authors.yaml uv.lock pyproject.toml lychee.toml CONTRIBUTING.md registry.yaml
30.	Charmaine Lee <charmaine@anthropic.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	9 shared files managed_agents/CMA_operate_in_production.ipynb managed_agents/CMA_gate_human_in_the_loop.ipynb managed_agents/CMA_iterate_fix_failing_tests.ipynb managed_agents/CMA_orchestrate_issue_to_pr.ipynb managed_agents/sre_incident_responder.ipynb managed_agents/CMA_explore_unfamiliar_codebase.ipynb managed_agents/data_analyst_agent.ipynb registry.yaml managed_agents/slack_data_bot.ipynb
31.	Charmaine Lee <charmaine@anthropic.com>	Charmaine Lee <me@charmaineklee.com>	9 shared files managed_agents/CMA_operate_in_production.ipynb managed_agents/CMA_gate_human_in_the_loop.ipynb managed_agents/CMA_iterate_fix_failing_tests.ipynb managed_agents/CMA_orchestrate_issue_to_pr.ipynb managed_agents/sre_incident_responder.ipynb managed_agents/CMA_explore_unfamiliar_codebase.ipynb managed_agents/data_analyst_agent.ipynb registry.yaml managed_agents/slack_data_bot.ipynb
32.	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	Charmaine Lee <me@charmaineklee.com>	9 shared files managed_agents/CMA_operate_in_production.ipynb managed_agents/CMA_gate_human_in_the_loop.ipynb managed_agents/CMA_iterate_fix_failing_tests.ipynb managed_agents/CMA_orchestrate_issue_to_pr.ipynb managed_agents/sre_incident_responder.ipynb managed_agents/CMA_explore_unfamiliar_codebase.ipynb managed_agents/data_analyst_agent.ipynb registry.yaml managed_agents/slack_data_bot.ipynb
33.	Constantin Shafranski <63783894+costiash@users.noreply.github.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	9 shared files claude_agent_sdk/research_agent/agent.py claude_agent_sdk/README.md claude_agent_sdk/01_The_chief_of_staff_agent.ipynb claude_agent_sdk/utils/agent_visualizer.py claude_agent_sdk/pyproject.toml claude_agent_sdk/observability_agent/agent.py claude_agent_sdk/02_The_observability_agent.ipynb claude_agent_sdk/chief_of_staff_agent/agent.py claude_agent_sdk/00_The_one_liner_research_agent.ipynb
34.	Charmaine Lee <charmaine@anthropic.com>	CJ Avilla <cj@anthropic.com>	8 shared files managed_agents/CMA_operate_in_production.ipynb managed_agents/CMA_gate_human_in_the_loop.ipynb managed_agents/CMA_iterate_fix_failing_tests.ipynb managed_agents/CMA_orchestrate_issue_to_pr.ipynb managed_agents/sre_incident_responder.ipynb managed_agents/CMA_explore_unfamiliar_codebase.ipynb managed_agents/data_analyst_agent.ipynb registry.yaml
35.	Charmaine Lee <me@charmaineklee.com>	CJ Avilla <cj@anthropic.com>	8 shared files managed_agents/CMA_operate_in_production.ipynb managed_agents/CMA_gate_human_in_the_loop.ipynb managed_agents/CMA_iterate_fix_failing_tests.ipynb managed_agents/CMA_orchestrate_issue_to_pr.ipynb managed_agents/sre_incident_responder.ipynb managed_agents/CMA_explore_unfamiliar_codebase.ipynb managed_agents/data_analyst_agent.ipynb registry.yaml
36.	mohammaddaoudfarooqi <mohammaddaoud.farooqi@mongodb.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	8 shared files .gitignore managed_agents/README.md authors.yaml uv.lock managed_agents/example_data/OVERVIEW.md pyproject.toml managed_agents/.env.example registry.yaml
37.	Alex Notov <alex@zealoushacker.com>	Salman Chishti <salmanmkc@github.com>	7 shared files .github/workflows/links.yml .github/workflows/claude-link-review.yml .github/workflows/lint-format.yml .github/workflows/verify-authors.yml .github/workflows/claude-model-check.yml .github/workflows/notebook-diff-comment.yml .github/workflows/notebook-quality.yml
38.	Salman Chishti <salmanmkc@github.com>	Pedram Navid <1045990+pedramnavid@users.noreply.github.com>	7 shared files .github/workflows/links.yml .github/workflows/claude-link-review.yml .github/workflows/lint-format.yml .github/workflows/verify-authors.yml .github/workflows/claude-model-check.yml .github/workflows/claude-pr-review.yml .github/workflows/notebook-diff-comment.yml
39.	Brad Abrams <brad@anthropic.com>	CJ Avilla <cj@anthropic.com>	7 shared files .claude/skills/cookbook-audit/validate_notebook.py managed_agents/README.md managed_agents/CMA_plan_big_execute_small.ipynb authors.yaml lychee.toml managed_agents/example_data/plan_big_execute_small/architecture_diagram.png registry.yaml
40.	Alex Notov <zh@anthropic.com>	Prithvi Rajasekaran <64937816+rgb-prithvi@users.noreply.github.com>	7 shared files images/frontend_aesthetics/distilled_saas.png images/frontend_aesthetics/distilled_portfolio.png images/frontend_aesthetics/baseline_dashboard.png images/frontend_aesthetics/baseline_portfolio.png images/frontend_aesthetics/distilled_dashboard.png coding/prompting_for_frontend_aesthetics.ipynb images/frontend_aesthetics/baseline_saas.png