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112 of your 194 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.
Upstream (GitHub) caused delay on this scan — not Repobility.
  • GitHub API rate-limited (HTTP 403) — preflight skipped, fell back to direct git clone.
  • Clone from GitHub took 102.95s for a 115.3 MB repo slow.
  • Repobility's analysis ran in 29.69s after the clone landed.

zts212653/clowder-ai

https://github.com/zts212653/clowder-ai · scanned 2026-06-05 19:55 UTC (4 days, 15 hours ago) · 10 languages

1462 raw signals (174 security + 1288 graph) 11/13 scanners ran 68th percentile · Typescript · huge (>500K LoC) System graph score 59 (higher by 28)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 15 hours ago · v2 · 712 actionable findings from 2 signal sources. 106 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
70.9
/100
Security checks
83
83 findings
System graph
59
100.0% cov · 629 findings
Critical
1
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 100.0 0.25 25.00
testing_score 95.0 0.20 19.00
documentation_score 100.0 0.15 15.00
practices_score 84.0 0.15 12.60
code_quality 69.0 0.10 6.90
Overall 1.00 87.5
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 1 High 76 Medium 52 Low 241 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 83 System graph 629 Crowd 0 Layer: Software 59 Quality 430 Security 29 Cicd 4 Frontend 118 Network 2 Api 70

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

#1
FastAPI POST `synthesize_endpoint` without auth dependency — scripts/services/tts-api.py:480
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/services/tts-api.py:480.
scripts/services/tts-api.py:480
#2
FastAPI POST `transcribe` without auth dependency — scripts/services/whisper-api.py:81
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/services/whisper-api.py:81.
scripts/services/whisper-api.py:81
#3
FastAPI POST `transcribe` without auth dependency — scripts/services/qwen3-asr-api.py:95
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/services/qwen3-asr-api.py:95.
scripts/services/qwen3-asr-api.py:95
#4
FastAPI POST `refine` without auth dependency — scripts/services/llm-postprocess-api.py:140
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/services/llm-postprocess-api.py:140.
scripts/services/llm-postprocess-api.py:140
#5
FastAPI POST `create_embeddings` without auth dependency — scripts/services/embed-api.py:127
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/services/embed-api.py:127.
scripts/services/embed-api.py:127
#6
Insecure pattern 'eval_used' in packages/api/src/services/ApiInstanceLease.ts:142
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
packages/api/src/services/ApiInstanceLease.ts:142
#7
Insecure pattern 'eval_used' in packages/api/src/infrastructure/email/RedisPrTrackingStore.ts:73
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
packages/api/src/infrastructure/email/RedisPrTrackingStore.ts:73
#8
Insecure pattern 'eval_used' in packages/api/src/infrastructure/connectors/RedisConnectorThreadBindingStore.ts:106
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
packages/api/src/infrastructure/connectors/RedisConnectorThreadBindingStore.ts:106
#9
Insecure pattern 'exec_used' in packages/api/src/domains/terminal/tmux-gateway.ts:79
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
packages/api/src/domains/terminal/tmux-gateway.ts:79
#10
Insecure pattern 'eval_used' in packages/api/src/domains/cats/services/stores/redis/RedisWorkflowSopStore.ts:133
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
packages/api/src/domains/cats/services/stores/redis/RedisWorkflowSopStore.ts:133

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