Python repositories reading strong

Every public repository surveyed, browsable and searchable. Including the unflattering ones — a tool that only published good results would be a badge vending machine, not a diligence instrument.

All bands Strong Adequate 124 surveyed
Sort Relevance Newest Stars Lines of code Files History Findings Worst band
RepositoryLanguageSizeStarsReadBand
langchain-ai/langgraph 1 adequate · 3 strong Python 213,940 lines 43,789 2026-10-23 strong
python-poetry/poetry 4 strong Python 113,213 lines 34,307 2026-10-25 strong
dgtlmoon/changedetection.io 2 adequate · 3 strong Python 102,058 lines 34,682 2026-10-25 strong
streamlink/streamlink 1 adequate · 3 strong Python 99,833 lines 11,890 2026-11-03 strong
getsentry/sentry 2 adequate · 3 strong Python 2,321,511 lines 45,628 2026-10-22 strong
certbot/certbot 1 adequate · 3 strong Python 104,561 lines 33,257 2026-10-25 strong
vectifyai/pageindex 4 strong Python 53,793 lines 39,549 2026-10-23 strong
frappe/erpnext 4 strong Python 1,013,840 lines 40,460 2026-10-22 strong
pydantic/pydantic 4 strong Python 251,442 lines 28,889 2026-10-25 strong
celery/celery 2 adequate · 3 strong Python 120,842 lines 28,919 2026-10-25 strong
locustio/locust 2 adequate · 3 strong Python 47,291 lines 28,183 2026-10-25 strong
onyx-dot-app/onyx 2 adequate · 3 strong Python 1,826,289 lines 33,234 2026-10-23 strong
topoteretes/cognee 2 adequate · 3 strong Python 690,790 lines 32,699 2026-10-23 strong
spotify/luigi 4 strong Python 71,455 lines 18,782 2026-10-28 strong
pycqa/bandit 1 adequate · 3 strong Python 27,519 lines 8,369 2026-11-03 strong
zilliztech/deep-searcher 2 adequate · 3 strong Python 25,355 lines 8,367 2026-11-03 strong
suitenumerique/docs 1 adequate · 4 strong Python 177,768 lines 16,953 2026-10-28 strong
prefecthq/prefect 2 adequate · 3 strong Python 946,356 lines 23,936 2026-10-25 strong
reflex-dev/reflex 2 adequate · 3 strong Python 467,491 lines 28,977 2026-10-23 strong
repowise-dev/repowise 2 adequate · 3 strong Python 1,688,885 lines 8,120 2026-11-03 strong
netbox-community/netbox 1 adequate · 4 strong Python 348,585 lines 21,611 2026-10-25 strong
wagtail/wagtail 2 adequate · 3 strong Python 419,102 lines 20,507 2026-10-25 strong
mai-with-u/maibot 2 adequate · 3 strong Python 588,507 lines 6,833 2026-11-03 strong
data-centric-ai-community/fg-data-profiling 4 strong Python 29,057 lines 13,744 2026-10-28 strong
goauthentik/authentik 2 adequate · 3 strong Python 661,040 lines 26,050 2026-10-22 strong
pallets/click 4 strong Python 39,748 lines 17,770 2026-10-25 strong
aio-libs/aiohttp 1 adequate · 3 strong Python 113,313 lines 16,567 2026-10-25 strong
avaiga/taipy 1 adequate · 4 strong Python 173,217 lines 19,445 2026-10-23 strong
encode/httpx 1 adequate · 3 strong Python 33,284 lines 15,515 2026-10-25 strong
tribler/tribler 2 adequate · 3 strong Python 47,827 lines 5,343 2026-11-03 strong

What a band means. A band sums up one reading of one commit: strong, adequate or significant findings. Here it counts the project's code, process, product, security and operations. A report reads more than that, so its band can differ from its row.

How listing works. Every public repository surveyed is listed — assessing public work is commentary on public work, and a library that hid the small ones would be quietly editorialising about which code counts. Private repositories are never listed. Anyone who proves control of a repo can attach a response to a finding, request a re-run, or delist it. Delisting is immediate and no-questions. An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev. There is no org-level score. Repositories are listed one by one, and sorting by band orders them by their own readings. Takedown: one email, 48 hours.