Argusic daily report, 6 November 2026

On 6 November 2026 (UTC) an AI agent tried to install and run 87 open-source projects on clean machines, with nobody helping: 90 attempts in all.

Verdicts as they stood at the end of that day. A project tested again since may have moved; its own page always shows the current verdict. Written .

The day in numbers

Projects
87
Attempts
90
Runs
78
Runs with mocks
9

Five from the day

Chosen by a fixed rule, not by hand: the three most starred projects of the day, then the most starred one that runs, then the most starred one that could not be verified.

All 87 projects, most starred first

subjectverdicttopicstarsattemptsevidence
claude-code-templatesRunsagent-skills33,1602log and recording
Jobs_Applier_AI_AgentRunsai-agent32,3872log and recording
sdRunscli7,4131log and recording
openideaRunscode-editor7,3771log and recording
AiSOCRunsagentic-ai7,3241log and recording
toydbRunsdatabase7,3051log and recording
mcpRunsbrowser-automation7,3001log and recording
Backlog.mdRunsagent7,2941log and recording
boringtunRunscloudflare7,2521log and recording
horizonRuns with mocksdifferential-testing7,2091log and recording
horizonRunsdifferential-testing7,2091log and recording
spicedbRunsabac7,2021log and recording
wstunnelRunshttp27,1691log and recording
big-AGIRunsagi7,1661log and recording
awesome-gamedev-agent-skillsRunsagent-skills7,1491log and recording
rodRunsautomation7,1451log and recording
middlemanRunsmiddleman7,1101log and recording
planoRunsai-gateway7,1101log and recording
trafilaturaRunsarticle-extractor7,0821log and recording
marionetteRunsagent-friendly7,0441log and recording
dsh-routing-suiteRunsai-agents7,0001log and recording
firebase-ios-sdkRunsai6,9811log and recording
llm-scraperRuns with mocksai6,9521log and recording
anysearch-skillRunsanysearch6,8381log and recording
annyangRunsspeech6,8201log and recording
curl_cffiRunsakamai-fingerprint6,8201log and recording
node-crawlerRuns with mockscheerio6,7951log and recording
greptimedbRunsai-agents6,7901log and recording
X6Runsantv6,7521log and recording
box3dRunsC6,7481log and recording
aws-sam-cliRunsapi-gateway6,7411log and recording
ibisRunsbigquery6,6961log and recording
ublacklistRunsblocker6,6751log and recording
django-oscarRunsdjango6,6311log and recording
genkitRunsagents6,5721log and recording
ANUSRunsai-agent6,5611log and recording
loopxRunsagent-control-plane6,5581log and recording
godot-mcpRunsai6,5401log and recording
pastelRunscli6,5341log and recording
ludusaviRunsbackup6,5311log and recording
agent-governance-toolkitRunsagent-framework6,5281log and recording
intentkitRunsagent-framework6,5191log and recording
hibernate-ormRunsdatabase6,4841log and recording
gemini-notebook-mcp-cliRunsPython6,4691log and recording
silverbulletRunsend-user-programming6,4681log and recording
trueforgeRunsagent6,4451log and recording
OpenDotsRunsTypeScript6,4411log and recording
im-not-aiRunsagent-skills6,4291log and recording
async-http-clientRunsahc6,3961log and recording
tuiosRunsai-agents6,3861log and recording
huashu-art-motionRunsJavaScript6,3851log and recording
alive-progressRunsalive6,3241log and recording
Amagine3DRunsPython6,3001log and recording
agentscope-javaRunsadk6,2761log and recording
bfeRunsbfe6,2721log and recording
bb-browserRunsTypeScript6,2601log and recording
kube-state-metricsRuns with mockskubernetes6,2361log and recording
hass-xiaomi-miotRunscustom-component6,2281log and recording
JanttRunsai-tools6,2221log and recording
PaperSpineRunsPython6,2151log and recording
abogenRunsaudiobook6,2001log and recording
pinotRunsai-agents6,1722log and recording
baoyu-designRunsagent-skills6,1571log and recording
taskwarriorRunsgtd6,1551log and recording
asd-ste100-skillRunsPython6,1501log and recording
shuohao-skillsRunsJavaScript6,1401log and recording
monidRunsai-agents6,1341log and recording
zensicalRunsdocumentation6,1071log and recording
mcp-atlassianRuns with mocksatlassian6,0911log and recording
torlinkRunscrossplatform6,0701log and recording
riotRunsgo6,0641log and recording
CowartRunsJavaScript6,0551log and recording
dograhRunsai-calling6,0351log and recording
SenseNova-SkillsRuns with mocksagent6,0341log and recording
earshotRuns with mocksai-agents4,0451log and recording
BrowserKittenRunsai-agent2,3811log and recording
primoRunscms2,3801log and recording
cocoRunsagent-skills7851log and recording
rsc-harnessRunsagent-skills5161log and recording
everyinfra-agent-pluginsRuns with mocksai-agents3181log and recording
usque-appRunsandroid-application2231log and recording
colorideRunsai-ide2101log and recording
douyin-to-obsidianRuns with mocksagent-skills2051log and recording
agentdescentRunsagent-framework2031log and recording
padRunsagent-era2031log and recording
BESSERRunsagent2011log and recording
premierepro-video-editor-2026Runs4k11log and recording

How a verdict is reached: the methodology. Every project tested so far: the subjects. GPU cloud and VPS prices: servers. Laptops and desktops for programming and AI: hardware. Earlier days: the daily archive.