Public surveys

Every survey whose owner chose to publish it, with the score exactly as it was measured. The number is reproducible from the evidence and the rubric it was scored under.

177 of 3031 published surveys, 177 with the full report retained

RepositoryLanguagesCAIBandSurveysPublished
Unfold
CanineCC/unfold.canine.dev
C#Python 81.0 Strong 16 2026-09-15 Read the survey →
vshulcz/injex
vshulcz/injex
Python 77.8 Strong 3 2026-08-04 Read the survey →
psf/requests
psf/requests
Python 73.4 Strong 3 2026-08-02 Read the survey →
mvanhorn/last30days-skill
mvanhorn/last30days-skill
Python 71.5 Strong 3 2026-08-02 Read the survey →
github/spec-kit
github/spec-kit
Python 71.4 Strong 3 2026-08-05 Read the survey →
waku-py/waku
waku-py/waku
Python 71.0 Strong 3 2026-08-04 Read the survey →
jblanc86-maker/auditready-vulnfix-mr-agent
jblanc86-maker/auditready-vulnfix-mr-agent
Python 70.4 Strong 3 2026-08-05 Read the survey →
ivan-borovets/fastapi-clean-example
ivan-borovets/fastapi-clean-example
Python 68.9 Adequate 4 2026-08-05 Read the survey →
psf/black
psf/black
Python 68.4 Adequate 3 2026-08-02 Read the survey →
fazedordecodigo/PyFlunt
fazedordecodigo/PyFlunt
Python 68.2 Adequate 4 2026-08-04 Read the survey →
alfredorueda/HexaStock
alfredorueda/HexaStock
JavaPython 68.2 Adequate 2 2026-08-03 Read the survey →
pallets/flask
pallets/flask
Python 68.2 Adequate 3 2026-08-02 Read the survey →
microsoft/markitdown
microsoft/markitdown
Python 67.7 Adequate 4 2026-08-05 Read the survey →
asdf-vm/asdf
asdf-vm/asdf
GoPython 67.6 Adequate 3 2026-08-06 Read the survey →
scrapy/scrapy
scrapy/scrapy
Python 67.5 Adequate 3 2026-08-02 Read the survey →
ScottArbeit/Grace
ScottArbeit/Grace
F#PythonTypeScriptRust 67.4 Adequate 3 2026-08-06 Read the survey →
jtgsystems/Custom-Modes-Roo-Code
jtgsystems/Custom-Modes-Roo-Code
Python 67.3 Adequate 4 2026-08-04 Read the survey →
ucb-bar/chipyard
ucb-bar/chipyard
ScalaPython 67.3 Adequate 3 2026-08-03 Read the survey →
run-llama/llama-agents
run-llama/llama-agents
PythonJavaScriptGo 66.3 Adequate 5 2026-08-04 Read the survey →
u8slvn/sutoppu
u8slvn/sutoppu
Python 65.7 Adequate 3 2026-08-04 Read the survey →
n1nj4t4nuk1/python-ddd-skeleton
n1nj4t4nuk1/python-ddd-skeleton
Python 65.7 Adequate 3 2026-08-04 Read the survey →
ManimCommunity/manim
ManimCommunity/manim
Python 65.7 Adequate 3 2026-08-02 Read the survey →
knucklesuganda/py_assimilator
knucklesuganda/py_assimilator
Python 64.8 Adequate 4 2026-08-04 Read the survey →
n1nj4t4nuk1/python-ddd-example
n1nj4t4nuk1/python-ddd-example
Python 64.6 Adequate 3 2026-08-04 Read the survey →
affaan-m/ECC
affaan-m/ECC
JavaScriptRustPython 63.9 Adequate 3 2026-08-06 Read the survey →
Textualize/rich
Textualize/rich
Python 63.8 Adequate 3 2026-08-02 Read the survey →
openai/whisper
openai/whisper
Python 63.4 Adequate 4 2026-08-05 Read the survey →
sharkdp/hyperfine
sharkdp/hyperfine
RustPython 63.2 Adequate 3 2026-08-03 Read the survey →
stanfordnlp/dspy
stanfordnlp/dspy
Python 63.2 Adequate 2 2026-08-02 Read the survey →
JasperSui/fastapi-injectable
JasperSui/fastapi-injectable
Python 63.0 Adequate 4 2026-08-04 Read the survey →
jorzel/opentable
jorzel/opentable
Python 62.7 Adequate 3 2026-08-04 Read the survey →
SamWarden/user_service
SamWarden/user_service
Python 62.4 Adequate 4 2026-08-05 Read the survey →
fastapi/fastapi
fastapi/fastapi
Python 62.3 Adequate 4 2026-08-05 Read the survey →
douglasdcm/guara
douglasdcm/guara
Python 62.1 Adequate 4 2026-08-05 Read the survey →
holdenk/spark-testing-base
holdenk/spark-testing-base
ScalaPython 62.1 Adequate 3 2026-08-03 Read the survey →
everysoftware/design-patterns
everysoftware/design-patterns
Python 61.8 Adequate 3 2026-08-04 Read the survey →
roboflow/supervision
roboflow/supervision
Python 61.3 Adequate 3 2026-08-02 Read the survey →
nvbn/thefuck
nvbn/thefuck
Python 61.1 Adequate 4 2026-08-05 Read the survey →
opendataloader-project/opendataloader-pdf
opendataloader-project/opendataloader-pdf
JavaPython 61.0 Adequate 4 2026-08-06 Read the survey →
CoplayDev/unity-mcp
CoplayDev/unity-mcp
C#Python 61.0 Adequate 3 2026-08-05 Read the survey →
Lakr233/vphone-cli
Lakr233/vphone-cli
SwiftPython 61.0 Adequate 3 2026-08-03 Read the survey →
D4Vinci/Scrapling
D4Vinci/Scrapling
Python 60.9 Adequate 3 2026-08-02 Read the survey →
Enforcer/clean-architecture
Enforcer/clean-architecture
Python 60.8 Adequate 4 2026-08-05 Read the survey →
ageitgey/face_recognition
ageitgey/face_recognition
Python 60.6 Adequate 3 2026-08-02 Read the survey →
iktakahiro/dddpy
iktakahiro/dddpy
Python 60.5 Adequate 3 2026-08-04 Read the survey →
antlr/antlr4
antlr/antlr4
JavaC#SwiftDartGoJavaScriptPython 60.2 Adequate 3 2026-08-06 Read the survey →
sasha-tkachev/fastapi-cloudevents
sasha-tkachev/fastapi-cloudevents
Python 60.2 Adequate 4 2026-08-04 Read the survey →
logicblocks/event.store
logicblocks/event.store
Python 60.2 Adequate 3 2026-08-04 Read the survey →
mercadona/rele
mercadona/rele
Python 59.6 Adequate 3 2026-08-04 Read the survey →
yoheinakajima/activegraph
yoheinakajima/activegraph
Python 59.6 Adequate 4 2026-08-04 Read the survey →
sdm-restorating/django-cacheops
sdm-restorating/django-cacheops
Python 59.4 Adequate 3 2026-08-05 Read the survey →
jdiazromeral/django-ddd
jdiazromeral/django-ddd
Python 59.4 Adequate 3 2026-08-05 Read the survey →
twosigma/flint
twosigma/flint
ScalaPython 59.2 Adequate 3 2026-08-03 Read the survey →
quixio/quix-streams
quixio/quix-streams
Python 59.0 Adequate 3 2026-08-05 Read the survey →
danielmiessler/Fabric
danielmiessler/Fabric
GoTypeScriptPython 58.2 Adequate 4 2026-08-06 Read the survey →
kevinschaich/h3-pyspark
kevinschaich/h3-pyspark
Python 58.2 Adequate 3 2026-08-04 Read the survey →
Textualize/textual
Textualize/textual
Python 58.1 Adequate 3 2026-08-02 Read the survey →
3b1b/manim
3b1b/manim
Python 58.0 Adequate 4 2026-08-05 Read the survey →
orsinium-labs/walnats
orsinium-labs/walnats
Python 57.8 Adequate 3 2026-08-04 Read the survey →
DefiFundr-Labs/defifundr_backend
DefiFundr-Labs/defifundr_backend
GoPython 57.8 Adequate 3 2026-08-03 Read the survey →
entropy-flux/TorchSystem
entropy-flux/TorchSystem
Python 57.3 Adequate 3 2026-08-04 Read the survey →
davyddd/dddesign
davyddd/dddesign
Python 57.1 Adequate 3 2026-08-04 Read the survey →
sryza/spark-timeseries
sryza/spark-timeseries
ScalaPython 57.1 Adequate 3 2026-08-03 Read the survey →
whiteducksoftware/flock
whiteducksoftware/flock
PythonTypeScript 56.9 Adequate 4 2026-08-05 Read the survey →
combust/mleap
combust/mleap
ScalaPython 56.9 Adequate 3 2026-08-03 Read the survey →
lepird/django-cacheops
lepird/django-cacheops
Python 56.8 Adequate 3 2026-08-05 Read the survey →
pyeventsourcing/eventsourcing
pyeventsourcing/eventsourcing
Python 56.7 Adequate 4 2026-08-04 Read the survey →
browser-use/bubus
browser-use/bubus
Python 56.5 Adequate 4 2026-08-04 Read the survey →
Duragraph/duragraph
Duragraph/duragraph
GoPython 56.2 Adequate 3 2026-08-03 Read the survey →
javierparadadev/python-ddd-skeleton
javierparadadev/python-ddd-skeleton
Python 55.8 Adequate 3 2026-08-05 Read the survey →
claudiosw/python-clean-architecture-example
claudiosw/python-clean-architecture-example
JavaScriptPython 55.5 Adequate 4 2026-08-05 Read the survey →
napalm-automation/napalm-logs
napalm-automation/napalm-logs
Python 55.4 Adequate 4 2026-08-04 Read the survey →
ozgurkara/pydiator-core
ozgurkara/pydiator-core
Python 55.3 Adequate 3 2026-08-04 Read the survey →
xai-org/x-algorithm
xai-org/x-algorithm
RustPython 54.9 Adequate 3 2026-08-03 Read the survey →
browser-use/browser-use
browser-use/browser-use
Python 54.6 Adequate 4 2026-08-05 Read the survey →
maksimzayats/specx
maksimzayats/specx
Python 54.4 Adequate 4 2026-08-04 Read the survey →
TauricResearch/TradingAgents
TauricResearch/TradingAgents
Python 54.4 Adequate 3 2026-08-02 Read the survey →
mirceaulinic/salt-sproxy
mirceaulinic/salt-sproxy
Python 54.2 Adequate 3 2026-08-04 Read the survey →
vortico/flama
vortico/flama
PythonRustTypeScript 54.1 Adequate 6 2026-08-05 Read the survey →
hugohe3/ppt-master
hugohe3/ppt-master
Python 53.9 Adequate 3 2026-08-02 Read the survey →
hankcs/HanLP
hankcs/HanLP
Python 53.7 Adequate 3 2026-08-02 Read the survey →
v-v-d/carts
v-v-d/carts
Python 53.5 Adequate 3 2026-08-04 Read the survey →
hiyouga/LlamaFactory
hiyouga/LlamaFactory
Python 53.0 Adequate 3 2026-08-02 Read the survey →
crvc1998/hexagonal-architecture-django
crvc1998/hexagonal-architecture-django
Python 52.9 Adequate 3 2026-08-05 Read the survey →
pypatterns/python-cqrs
pypatterns/python-cqrs
Python 52.9 Adequate 3 2026-08-04 Read the survey →
StarkNitish/NexusOS
StarkNitish/NexusOS
TypeScriptJavaScriptPython 52.8 Adequate 5 2026-08-05 Read the survey →
krew-solutions/ascetic-ddd-python
krew-solutions/ascetic-ddd-python
Python 52.6 Adequate 3 2026-08-04 Read the survey →
douwevandermeij/fractal
douwevandermeij/fractal
Python 52.6 Adequate 3 2026-08-04 Read the survey →
0niel/university-app
0niel/university-app
DartPython 52.6 Adequate 2 2026-08-03 Read the survey →
jordifierro/abidria-api
jordifierro/abidria-api
Python 52.5 Adequate 4 2026-08-05 Read the survey →
cloudblue/django-cqrs
cloudblue/django-cqrs
Python 52.4 Adequate 4 2026-08-04 Read the survey →
SebastienDegodez/copilot-instructions
SebastienDegodez/copilot-instructions
TypeScriptPythonC# 52.4 Adequate 2 2026-08-04 Read the survey →
yt-dlp/yt-dlp
yt-dlp/yt-dlp
Python 52.1 Adequate 4 2026-08-05 Read the survey →
emmerich-os/cosmics
emmerich-os/cosmics
Python 51.7 Adequate 3 2026-08-05 Read the survey →
Salaah01/django-action-triggers
Salaah01/django-action-triggers
Python 51.6 Adequate 3 2026-08-05 Read the survey →
BasedHardware/omi
BasedHardware/omi
PythonSwiftTypeScriptDart 51.5 Adequate 2 2026-08-05 Read the survey →
0xTheProDev/fastapi-clean-example
0xTheProDev/fastapi-clean-example
Python 51.5 Adequate 2 2026-08-05 Read the survey →
FCTL3314/HealthNutrition-Backend
FCTL3314/HealthNutrition-Backend
Python 51.4 Adequate 3 2026-08-04 Read the survey →
localstack-samples/sample-serverless-quiz-app
localstack-samples/sample-serverless-quiz-app
JavaScriptPython 51.1 Adequate 3 2026-08-04 Read the survey →
uber/h3-py
uber/h3-py
Python 51.0 Adequate 4 2026-08-04 Read the survey →
django/django
django/django
Python 50.8 Adequate 3 2026-08-05 Read the survey →
zxkane/aws-skills
zxkane/aws-skills
Python 50.2 Adequate 4 2026-08-04 Read the survey →
jmcvetta/django-cacheops
jmcvetta/django-cacheops
Python 49.8 Weak 3 2026-08-05 Read the survey →
advent-of-craft/2024
advent-of-craft/2024
JavaC#PHPTypeScriptPythonKotlinScala 49.5 Weak 3 2026-08-03 Read the survey →
dlski/python-mediator
dlski/python-mediator
Python 49.3 Weak 3 2026-08-04 Read the survey →
lubaskinc0de/loyalty
lubaskinc0de/loyalty
Python 49.2 Weak 3 2026-08-04 Read the survey →
apache/flink-agents
apache/flink-agents
JavaPython 49.1 Weak 3 2026-08-04 Read the survey →
Vashkatsi/deply
Vashkatsi/deply
Python 48.6 Weak 3 2026-08-04 Read the survey →
FarmBot/farmbot_os
FarmBot/farmbot_os
ElixirPython 48.1 Weak 4 2026-08-06 Read the survey →
QuantConnect/Lean
QuantConnect/Lean
C#Python 47.8 Weak 3 2026-08-05 Read the survey →
lzjever/routilux
lzjever/routilux
Python 47.4 Weak 3 2026-08-05 Read the survey →
syntaxsecure-group/slackbot
syntaxsecure-group/slackbot
Python 46.9 Weak 3 2026-08-05 Read the survey →
festinalli/BankMore-Challenge
festinalli/BankMore-Challenge
C#TypeScriptPython 46.8 Weak 2 2026-08-03 Read the survey →
arolla/choreography-kata
arolla/choreography-kata
Python 46.7 Weak 3 2026-08-04 Read the survey →
microsoft/VibeVoice
microsoft/VibeVoice
Python 46.6 Weak 3 2026-08-02 Read the survey →
teaql/teaql-agent-kit
teaql/teaql-agent-kit
Python 46.4 Weak 3 2026-08-04 Read the survey →
coding-horror/basic-computer-games
coding-horror/basic-computer-games
C#JavaScriptJavaPythonRustRuby 45.7 Weak 3 2026-08-05 Read the survey →
MiniMax-AI/skills
MiniMax-AI/skills
C#Python 45.6 Weak 4 2026-08-05 Read the survey →
databricks/LearningSparkV2
databricks/LearningSparkV2
ScalaPythonJava 45.1 Weak 3 2026-08-03 Read the survey →
sunriseme/bamboo-engine
sunriseme/bamboo-engine
Python 44.8 Weak 3 2026-08-05 Read the survey →
mudler/LocalAI
mudler/LocalAI
GoJavaScriptPython 44.5 Weak 3 2026-08-06 Read the survey →
snowplow/snowplow
snowplow/snowplow
ScalaPythonJavaScript 44.5 Weak 4 2026-08-05 Read the survey →
infiniflow/ragflow
infiniflow/ragflow
GoTypeScriptPython 44.3 Weak 3 2026-08-06 Read the survey →
winem/st2
winem/st2
Python 43.6 Weak 2 2026-08-05 Read the survey →
virattt/ai-hedge-fund
virattt/ai-hedge-fund
PythonTypeScript 43.4 Weak 3 2026-08-02 Read the survey →
RVC-Project/Retrieval-based-Voice-Conversion-WebUI
RVC-Project/Retrieval-based-Voice-Conversion-WebUI
Python 42.5 Weak 3 2026-08-02 Read the survey →
qwerty472123/pakUnpacker
qwerty472123/pakUnpacker
PythonVB.NET 42.2 Weak 3 2026-08-03 Read the survey →
pcchou/srg
pcchou/srg
JavaScriptPythonPHPJavaVB.NET 41.2 Weak 3 2026-08-03 Read the survey →
jam-py-v7/jam-py-v7
jam-py-v7/jam-py-v7
JavaScriptPython 39.6 Weak 3 2026-08-03 Read the survey →
karpathy/nanoGPT
karpathy/nanoGPT
Python 39.6 Weak 3 2026-08-02 Read the survey →
ytdl-org/youtube-dl
ytdl-org/youtube-dl
Python 39.4 Weak 4 2026-08-05 Read the survey →
elliott-chong1/shepherd
elliott-chong1/shepherd
Python 39.4 Weak 3 2026-08-05 Read the survey →
Perfare/Il2CppDumper
Perfare/Il2CppDumper
C#Python 39.1 Weak 3 2026-08-05 Read the survey →
sh1nu11b1/st2
sh1nu11b1/st2
Python 38.1 Weak 2 2026-08-05 Read the survey →
jpsuldo1/st2
jpsuldo1/st2
Python 38.1 Weak 2 2026-08-05 Read the survey →
discoproject/disco
discoproject/disco
ErlangJavaScriptPython 37.4 Weak 4 2026-08-05 Read the survey →
signag/raspi-cam-srv
signag/raspi-cam-srv
Python 35.6 Weak 3 2026-08-04 Read the survey →
iOfficeAI/OfficeCLI
iOfficeAI/OfficeCLI
C#Python 31.0 Weak 4 2026-08-05 Read the survey →
moonpolysoft/dynomite
moonpolysoft/dynomite
ErlangJavaScriptPythonRuby 28.4 Weak 3 2026-08-06 Read the survey →
SebastienMelki/sebuf
SebastienMelki/sebuf
GoTypeScriptPython 77.4 Strong 2 2026-07-29 Read the survey →
mingrammer/diagrams
mingrammer/diagrams
Python 74.8 Strong 2 2026-07-29 Read the survey →
graphframes/graphframes
graphframes/graphframes
ScalaPython 71.8 Strong 2 2026-07-29 Read the survey →
mikelane/dioxide
mikelane/dioxide
Python 71.2 Strong 2 2026-07-30 Read the survey →
DesignPatternsPHP/DesignPatternsPHP
DesignPatternsPHP/DesignPatternsPHP
PHPPython 67.5 Adequate 2 2026-07-29 Read the survey →
pola-rs/polars
pola-rs/polars
RustPython 66.9 Adequate 2 2026-07-29 Read the survey →
google/langextract
google/langextract
Python 66.0 Adequate 2 2026-07-29 Read the survey →
docling-project/docling
docling-project/docling
Python 64.9 Adequate 2 2026-07-29 Read the survey →
AhmadHassan-BTed/Noria
AhmadHassan-BTed/Noria
JavaScriptPython 64.2 Adequate 2 2026-07-29 Read the survey →
MemPalace/mempalace
MemPalace/mempalace
Python 63.1 Adequate 2 2026-07-29 Read the survey →
vladikk/elastic-event-store
vladikk/elastic-event-store
Python 62.7 Adequate 2 2026-07-30 Read the survey →
zylon-ai/private-gpt
zylon-ai/private-gpt
Python 61.8 Adequate 2 2026-07-29 Read the survey →
pandas-dev/pandas
pandas-dev/pandas
Python 60.1 Adequate 2 2026-07-29 Read the survey →
crewAIInc/crewAI
crewAIInc/crewAI
Python 60.1 Adequate 2 2026-07-29 Read the survey →
httpie/cli
httpie/cli
Python 60.0 Adequate 2 2026-07-29 Read the survey →
deepspeedai/DeepSpeed
deepspeedai/DeepSpeed
Python 58.8 Adequate 2 2026-07-29 Read the survey →
microsoft/qlib
microsoft/qlib
Python 58.6 Adequate 2 2026-07-29 Read the survey →
koei-kaji/ddd-clean-architecture-python
koei-kaji/ddd-clean-architecture-python
Python 58.0 Adequate 2 2026-07-30 Read the survey →
ForceInjection/domain-driven-design-skills
ForceInjection/domain-driven-design-skills
Python 58.0 Adequate 2 2026-07-30 Read the survey →
FoundationAgents/OpenManus
FoundationAgents/OpenManus
Python 57.9 Adequate 2 2026-07-29 Read the survey →
microsoft/semantic-kernel
microsoft/semantic-kernel
C#Python 56.0 Adequate 2 2026-07-19 Read the survey →
SolaceLabs/solace-agent-mesh
SolaceLabs/solace-agent-mesh
PythonTypeScript 53.9 Adequate 5 2026-07-29 Read the survey →
xinntao/Real-ESRGAN
xinntao/Real-ESRGAN
Python 53.0 Adequate 2 2026-07-29 Read the survey →
streamlit/streamlit
streamlit/streamlit
PythonTypeScript 52.6 Adequate 2 2026-07-29 Read the survey →
kurrent-io/samples
kurrent-io/samples
JavaC#Python 51.3 Adequate 2 2026-07-29 Read the survey →
anna-geller/prefect-aws-lambda
anna-geller/prefect-aws-lambda
Python 49.8 Weak 2 2026-07-30 Read the survey →
coqui-ai/TTS
coqui-ai/TTS
Python 48.9 Weak 2 2026-07-29 Read the survey →
deepseek-ai/DeepSeek-V3
deepseek-ai/DeepSeek-V3
Python 48.6 Weak 2 2026-07-29 Read the survey →
neerajwagh/eeg-self-supervision
neerajwagh/eeg-self-supervision
Python 47.2 Weak 2 2026-07-30 Read the survey →
geekcomputers/Python
geekcomputers/Python
Python 46.1 Weak 2 2026-07-29 Read the survey →
chatchat-space/Langchain-Chatchat
chatchat-space/Langchain-Chatchat
PythonJavaScript 45.8 Weak 2 2026-07-29 Read the survey →
RWTH-EBC/AixOCAT
RWTH-EBC/AixOCAT
VB.NETPython 44.7 Weak 2 2026-07-29 Read the survey →
zarazhangrui/frontend-slides
zarazhangrui/frontend-slides
JavaScriptPython 44.1 Weak 2 2026-07-29 Read the survey →
vnpy/vnpy
vnpy/vnpy
Python 43.9 Weak 2 2026-07-29 Read the survey →
agno-agi/agno
agno-agi/agno
Python 42.6 Weak 2 2026-07-29 Read the survey →
ActuarialIntelligence/Base
ActuarialIntelligence/Base
Python 42.5 Weak 2 2026-07-29 Read the survey →
aminupy/AIToolsBox
aminupy/AIToolsBox
Python 36.9 Weak 2 2026-07-30 Read the survey →
IvanZaycev0717/microservices-fastapi-vue-mongodb
IvanZaycev0717/microservices-fastapi-vue-mongodb
PythonJavaScript 36.6 Weak 2 2026-07-30 Read the survey →