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Hi @jingyaogong, an automated scan of this repository surfaced **15 code-quality findings** that may be worth a look. 
Full details, severity filters, and per-file context are at the link below — feel free to close this issue if it isn't useful to you.

## Full interactive report

**https://repobility.com/scan/b15e88c4-14b4-4910-8df2-19845d14efdf/**

![Live scan page](https://repobility.com/scan/b15e88c4-14b4-4910-8df2-19845d14efdf/report.png?v=1778970658)

## At a glance

- **Score**: `69/100`  •  **Grade**: `C-`
- **Scanned**: `2026-05-16 22:30 UTC`
- **Lines of code**: 2,650
- **Total findings**: 15
- **Security-tagged**: 10
- **Credential / secret patterns**: 0

## Top issues, with file & line

_These are deterministic rule-based findings — the file paths and line numbers below are real and can be verified in your tree._

1. **[high]** No test files found
   _Add a test directory (tests/ or __tests__/) with unit tests for core functionality. Use pytest (Python), Jest (JS/TS), or go test (Go). Start with tests for critical business lo…_
2. **[high]** [SEC013] Path Traversal — User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files. — `scripts/web_demo_omni.py:136`
   _Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads._
3. **[low]** Duplicated implementation block across source files — `webui/web_demo.py:29`
   _Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found i…_
4. **[low]** [AUC005] No authorization-focused tests detected: No test files with common authorization, ownership, 403, admin, or super_admin assertions were found.
   _No test files with common authorization, ownership, 403, admin, or super_admin assertions were found._
5. **[medium]** No CI/CD configuration found
   _Add a CI/CD pipeline: create .github/workflows/ci.yml for GitHub Actions with steps to lint, test, and build on every push and pull request._

See all 15 findings, with severity filters and AI fix prompts: **https://repobility.com/scan/b15e88c4-14b4-4910-8df2-19845d14efdf/**

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**What is this?** [Repobility](https://repobility.com) is a research project that scans public repositories with a multi-layer static analyzer (rule-based, no AI hallucinations) and learns code-quality patterns across a broad cross-repo corpus. This is **not a sales pitch** — there's no paywall, no signup required to view the report, and no payment ask. If the findings aren't useful, please close this issue and we won't post again.

**To re-run after fixes land:** paste your repo URL at [repobility.com](https://repobility.com) — fresh scan, free.

_Issue filed via the public Repobility report at https://repobility.com/scan/b15e88c4-14b4-4910-8df2-19845d14efdf/._