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188 of your 330 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 528.18s for a 532.2 MB repo slow.
  • Repobility's analysis ran in 11.71s after the clone landed.

HumanSignal/label-studio

https://github.com/HumanSignal/label-studio · scanned 2026-06-06 00:24 UTC (1 week, 2 days ago) · 10 languages

301 findings 11/13 scanners ran 95th percentile · Typescript · large (100-500K LoC)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

155 actionable findings from 1 signal source. 145 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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 96.0 0.20 19.20
documentation_score 92.0 0.15 13.80
practices_score 94.0 0.15 14.10
code_quality 62.0 0.10 6.20
Overall 1.00 87.3
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: severity: critical × excluding tests × Reset all

Showing 2 of 155 actionable findings. 300 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Security checks quality Quality conf 1.00 ✓ Repobility [MINED007] Sql String Concat: cursor.execute(f"... {user_input} ...") — SQL injection.
Review and fix per the pattern semantics. See CWE-89 / A03:2021 for context.
label_studio/core/management/commands/locked_migrate.py:55
critical Security checks software dependencies conf 0.90 ✓ Repobility [MINED125] GHA script injection via github.event.pull_request.head.ref in run-step: `run:` step interpolates ${{ github.event.pull_request.head.ref }} directly into shell. PR title/body/branch/comment fields are attacker-controllable.
Capture the field into an env var first; reference $ENV_VAR in shell.
.github/workflows/cancel_cicd_pipeline.yml:21
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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