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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

Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#2
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/codeql-analysis.yml:46
#3
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/codeql-analysis.yml:57
#4
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/codeql-analysis.yml:71
#5
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/publish.yml
#6
Possibly dead Python function: extract_direct_response
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in instagrapi/extractors.py:353; if framework-registered, add a docstring.
instagrapi/extractors.py:353
#7
Possibly dead Python function: utcoffset
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in instagrapi/zones.py:13; if framework-registered, add a docstring.
instagrapi/zones.py:13
#8
Possibly dead Python function: dst
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in instagrapi/zones.py:16; if framework-registered, add a docstring.
instagrapi/zones.py:16
#9
Possibly dead Python function: direct_spam_inbox
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in instagrapi/mixins/direct.py:318; if framework-registered, add a docstring.
instagrapi/mixins/direct.py:318
#10
Possibly dead Python function: direct_message_like
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in instagrapi/mixins/direct.py:704; if framework-registered, add a docstring.
instagrapi/mixins/direct.py:704

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