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158 of your 194 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 5.14s · analysis 6.56s · 5.9 MB · GitHub preflight 513ms

subzeroid/instagrapi

https://github.com/subzeroid/instagrapi · scanned 2026-06-05 18:24 UTC (4 days, 19 hours ago) · 10 languages

437 raw signals (191 security + 246 graph) 66th percentile · Python · medium (20-100K LoC) System graph score 88 (lower by 15)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 19 hours ago · v2 · 153 actionable findings from 2 signal sources. 160 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.8
/100
Security checks
68
58 findings
System graph
88
88.9% cov · 95 findings
Critical
2
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 55.0 0.25 13.75
testing_score 90.0 0.20 18.00
documentation_score 89.0 0.15 13.35
practices_score 82.0 0.15 12.30
code_quality 42.5 0.10 4.25
Overall 1.00 72.9
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 8 Medium 5 Low 87 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 58 System graph 95 Crowd 0 Layer: Security 3 Quality 107 Software 38 Cicd 3 Api 1 Frontend 1

All 2334 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
__init__ software healthy instagrapi/__init__.py:102
set_proxy software healthy instagrapi/__init__.py:133
extract_media_v1 software healthy instagrapi/extractors.py:50
extract_media_v1_xma software healthy instagrapi/extractors.py:91
extract_media_gql software healthy instagrapi/extractors.py:113
extract_resource_v1 software healthy instagrapi/extractors.py:180
extract_resource_gql software healthy instagrapi/extractors.py:201
extract_usertag software healthy instagrapi/extractors.py:206
extract_user_short software healthy instagrapi/extractors.py:212
extract_viewer software healthy instagrapi/extractors.py:219
extract_broadcast_channel software healthy instagrapi/extractors.py:227
extract_user_gql software healthy instagrapi/extractors.py:233
extract_user_v1 software healthy instagrapi/extractors.py:248
extract_location software healthy instagrapi/extractors.py:258
extract_comment software healthy instagrapi/extractors.py:286
extract_collection software healthy instagrapi/extractors.py:293
extract_media_oembed software healthy instagrapi/extractors.py:307
extract_direct_thread software healthy instagrapi/extractors.py:312
extract_direct_short_thread software healthy instagrapi/extractors.py:347
extract_direct_response software dead instagrapi/extractors.py:353
_direct_timestamp_from_microseconds software healthy instagrapi/extractors.py:357
_preserve_direct_raw_xma software healthy instagrapi/extractors.py:361
_convert_direct_visual_media_timestamps software healthy instagrapi/extractors.py:371
extract_reply_message software healthy instagrapi/extractors.py:403
extract_direct_message software healthy instagrapi/extractors.py:433
extract_direct_media software healthy instagrapi/extractors.py:492
extract_account software healthy instagrapi/extractors.py:509
extract_hashtag_gql software healthy instagrapi/extractors.py:515
extract_hashtag_v1 software healthy instagrapi/extractors.py:521
extract_story_v1 software healthy instagrapi/extractors.py:527
extract_story_archive_day software healthy instagrapi/extractors.py:570
extract_story_gql software healthy instagrapi/extractors.py:575
extract_highlight_v1 software healthy instagrapi/extractors.py:619
extract_guide_v1 software healthy instagrapi/extractors.py:626
extract_track software healthy instagrapi/extractors.py:632
_extract_about_lispy software healthy instagrapi/extractors.py:641
extract_about_v1 software healthy instagrapi/extractors.py:662
validate_external_url software healthy instagrapi/types.py:126
__hash__ software healthy instagrapi/types.py:133
__eq__ software healthy instagrapi/types.py:136
validate_url_fields software healthy instagrapi/types.py:477
is_seen software healthy instagrapi/types.py:948
__init__ software healthy instagrapi/exceptions.py:373
calc_resize software healthy instagrapi/image_util.py:24
calc_crop software healthy instagrapi/image_util.py:54
is_remote software healthy instagrapi/image_util.py:93
prepare_image software healthy instagrapi/image_util.py:100
prepare_video software healthy instagrapi/image_util.py:143
print_vid_info software healthy instagrapi/image_util.py:290
utcoffset software dead instagrapi/zones.py:13

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
Client software healthy instagrapi/__init__.py:55
TypesBaseModel software healthy instagrapi/types.py:14
Resource software healthy instagrapi/types.py:24
BioLink software healthy instagrapi/types.py:32
Broadcast software healthy instagrapi/types.py:42
User software healthy instagrapi/types.py:56
About software healthy instagrapi/types.py:101
Account software healthy instagrapi/types.py:109
UserShort software healthy instagrapi/types.py:132
Viewer software healthy instagrapi/types.py:151
Usertag software healthy instagrapi/types.py:157
Location software healthy instagrapi/types.py:163
SharedMediaImageCandidate software healthy instagrapi/types.py:182
ScrubberSpritesheetInfo software healthy instagrapi/types.py:193
ScrubberSpritesheetInfoCandidates software healthy instagrapi/types.py:210
AdditionalCandidates software healthy instagrapi/types.py:216
SharedMediaImageVersions software healthy instagrapi/types.py:224
ClipsAchievementsInfo software healthy instagrapi/types.py:232
AudioReattributionInfo software healthy instagrapi/types.py:239
ClipsAdditionalAudioInfo software healthy instagrapi/types.py:245
ClipsAudioRankingInfo software healthy instagrapi/types.py:252
ClipsBrandedContentTagInfo software healthy instagrapi/types.py:258
ClipsContentAppreciationInfo software healthy instagrapi/types.py:264
ClipsMashupInfo software healthy instagrapi/types.py:271
ClipsConsumptionInfo software healthy instagrapi/types.py:290
ClipsFbDownstreamUseXpostMetadata software healthy instagrapi/types.py:301
ClipsIgArtist software healthy instagrapi/types.py:307
ClipsOriginalSoundInfo software healthy instagrapi/types.py:322
ClipsReusableTextColor software healthy instagrapi/types.py:362
ClipsReusableTextInfo software healthy instagrapi/types.py:369
ClipsMetadata software healthy instagrapi/types.py:393
Media software healthy instagrapi/types.py:434
MediaXma software healthy instagrapi/types.py:463
MediaOembed software healthy instagrapi/types.py:484
Collection software healthy instagrapi/types.py:502
Comment software healthy instagrapi/types.py:509
Hashtag software healthy instagrapi/types.py:521
StoryMention software healthy instagrapi/types.py:528
StoryMedia software healthy instagrapi/types.py:537
StoryHashtag software healthy instagrapi/types.py:557
StoryLocation software healthy instagrapi/types.py:566
StoryStickerLink software healthy instagrapi/types.py:575
StorySticker software healthy instagrapi/types.py:582
StoryPoll software healthy instagrapi/types.py:595
StoryBuild software healthy instagrapi/types.py:615
StoryLink software healthy instagrapi/types.py:622
Story software healthy instagrapi/types.py:632
StoryArchiveDay software healthy instagrapi/types.py:655
Guide software healthy instagrapi/types.py:663
DirectMedia software healthy instagrapi/types.py:671

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
mkdocs.yml software healthy mkdocs.yml
README.md software healthy README.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
pyproject.toml software healthy pyproject.toml
CODE_OF_CONDUCT.md software healthy CODE_OF_CONDUCT.md
SECURITY.md software healthy SECURITY.md
__init__.py software healthy instagrapi/__init__.py
extractors.py software healthy instagrapi/extractors.py
types.py software healthy instagrapi/types.py
config.py software warning instagrapi/config.py
exceptions.py software healthy instagrapi/exceptions.py
image_util.py software healthy instagrapi/image_util.py
zones.py software healthy instagrapi/zones.py
story.py software healthy instagrapi/story.py
ids.py software healthy instagrapi/utils/ids.py
timing.py software healthy instagrapi/utils/timing.py
__init__.py software healthy instagrapi/utils/__init__.py
serialization.py software healthy instagrapi/utils/serialization.py
auth.py software healthy instagrapi/utils/auth.py
validation.py software healthy instagrapi/utils/validation.py
logging.py software healthy instagrapi/utils/logging.py
video.py software healthy instagrapi/utils/video.py
direct.py software healthy instagrapi/mixins/direct.py
account.py software healthy instagrapi/mixins/account.py
igtv.py software healthy instagrapi/mixins/igtv.py
__init__.py software healthy instagrapi/mixins/__init__.py
clip.py software healthy instagrapi/mixins/clip.py
photo.py software healthy instagrapi/mixins/photo.py
private.py software healthy instagrapi/mixins/private.py
captcha.py software healthy instagrapi/mixins/captcha.py
signup.py software healthy instagrapi/mixins/signup.py
album.py software healthy instagrapi/mixins/album.py
track.py software healthy instagrapi/mixins/track.py
hashtag.py software healthy instagrapi/mixins/hashtag.py
highlight.py software healthy instagrapi/mixins/highlight.py
auth.py software healthy instagrapi/mixins/auth.py
note.py software healthy instagrapi/mixins/note.py
location.py software healthy instagrapi/mixins/location.py
public.py software healthy instagrapi/mixins/public.py
challenge.py software healthy instagrapi/mixins/challenge.py
comment.py software healthy instagrapi/mixins/comment.py
video.py software healthy instagrapi/mixins/video.py
totp.py software healthy instagrapi/mixins/totp.py
multiple_accounts.py software healthy instagrapi/mixins/multiple_accounts.py
fbsearch.py software healthy instagrapi/mixins/fbsearch.py
insights.py software healthy instagrapi/mixins/insights.py
fundraiser.py software healthy instagrapi/mixins/fundraiser.py
timeline.py software healthy instagrapi/mixins/timeline.py
explore.py software healthy instagrapi/mixins/explore.py

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_auth_story.py security healthy tests/regression/test_auth_story.py
password_literal::tests/regression/test_signup.py security healthy tests/regression/test_signup.py
password_literal::tests/regression/test_signup.py security healthy tests/regression/test_signup.py
password_literal::tests/regression/test_signup.py security healthy tests/regression/test_signup.py
password_literal::tests/regression/test_signup.py security healthy tests/regression/test_signup.py
password_literal::tests/regression/test_signup.py security healthy tests/regression/test_signup.py
password_literal::tests/regression/test_signup.py security healthy tests/regression/test_signup.py
password_literal::tests/regression/test_fbns.py security healthy tests/regression/test_fbns.py
password_literal::tests/regression/test_realtime.py security healthy tests/regression/test_realtime.py

LabelLayerStatusPath
instagrapi software healthy instagrapi
utils software healthy instagrapi/utils
mixins software healthy instagrapi/mixins
realtime software healthy instagrapi/realtime
tests software healthy tests
live software healthy tests/live
regression software healthy tests/regression
docs software healthy docs
usage-guide software healthy docs/usage-guide
css software healthy docs/css
examples software healthy examples
.github software healthy .github
ISSUE_TEMPLATE software healthy .github/ISSUE_TEMPLATE
workflows software healthy .github/workflows
actions software healthy .github/actions
install-dependencies software healthy .github/actions/install-dependencies
publish-docs-with-mike software healthy .github/actions/publish-docs-with-mike

LabelLayerStatusPath
428.0.0.47 network healthy instagrapi/config.py
364.0.0.35 network healthy instagrapi/config.py
385.0.0.47 network healthy instagrapi/config.py
76.0.0.15 network healthy instagrapi/config.py
208.0.0.32 network healthy instagrapi/config.py
200.0.0.24 network healthy instagrapi/mixins/auth.py
136.0.0.0 network healthy instagrapi/mixins/public.py
142.0.0.0 network healthy instagrapi/mixins/public.py
121.0.0.0 network healthy instagrapi/mixins/graphql.py
127.0.0.1 network healthy tests/helpers.py
165.1.0.20 network healthy tests/live/test_device.py
165.1.0.29 network healthy tests/live/test_device.py
269.0.0.19 network healthy tests/live/test_client.py
117.0.0.28 network healthy tests/live/test_client.py

LabelLayerStatusPath
analyze cicd healthy .github/workflows/codeql-analysis.yml
live-test cicd healthy .github/workflows/live-account-tests.yml
bandit cicd healthy .github/workflows/python-package.yml
lint cicd healthy .github/workflows/python-package.yml
test-compat cicd healthy .github/workflows/python-package.yml
build-docs cicd healthy .github/workflows/python-package.yml
update-dev-docs cicd healthy .github/workflows/python-package.yml
build cicd healthy .github/workflows/publish.yml
publish-pypi cicd healthy .github/workflows/publish.yml
github-release cicd healthy .github/workflows/publish.yml

LabelLayerStatusPath
IG_SIGNUP_EMAIL_CODE cicd healthy —
GITHUB_TOKEN cicd healthy —
IG_SIGNUP_EMAIL cicd healthy —
PYTHON_VERSION cicd healthy —
TEST_ACCOUNTS_URL cicd healthy —
IG_SIGNUP_EMAIL_COMMAND cicd healthy —
IG_SIGNUP_SMS_CODE_COMMAND cicd healthy —
IG_SIGNUP_PHONE_NUMBER cicd healthy —
IG_SIGNUP_SMS_CODE cicd healthy —
IG_SIGNUP_EMAIL_CODE_COMMAND cicd healthy —

LabelLayerStatusPath
gha::codeql-analysis cicd healthy .github/workflows/codeql-analysis.yml
gha::live-account-tests cicd healthy .github/workflows/live-account-tests.yml
gha::python-package cicd healthy .github/workflows/python-package.yml
gha::publish cicd healthy .github/workflows/publish.yml

LabelLayerStatusPath
repobility-clone-nb66pxrk software healthy /tmp/repobility-clone-nb66pxrk

LabelLayerStatusPath
pubsub data healthy instagrapi/realtime/client.py
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