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SultonbekovSarvarbek/HorecaKadrBot

https://github.com/SultonbekovSarvarbek/HorecaKadrBot · scanned 2026-06-16 00:25 UTC (2 months, 2 weeks ago)

20 raw signals (0 security + 20 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 14 actionable findings from 1 signal source. 6 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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66.7% cov · 14 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 4 Low 8 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 14 Crowd 0 Layer: Software 3 Frontend 1 Security 1 Cicd 1 Quality 8

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 98.0/100 with 66.7% coverage. It contains 285 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 20 findings — concentrated in quality (14), software (3), frontend (1). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 12 of 14 actionable findings. 20 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.

medium System graph quality Production readiness conf 1.00 Composite production-readiness gap

Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.

Repo hardeningGenerated repo pattern

medium System graph security Coverage conf 1.00 No auth library detected

The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.

auth

medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected

No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.

CI/CD securityCoverage

medium System graph quality Tests conf 1.00 Very low test-to-source ratio

0 test file(s) for 34 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.

Coverage

low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: db/repository.py:funnel, db/repository.py:candidates_full This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.

5 occurrences

repo-level (5 hits)

duplicatesduplication

low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places

Functions with the same first-5-line body hash: db/repository.py:all, db/repository.py:all, db/repository.py:all This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.

3 occurrences

repo-level (3 hits)

duplicatesduplication

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places

Functions with the same first-5-line body hash: db/repository.py:by_id, db/repository.py:by_id, db/repository.py:by_id, db/repository.py:by_id This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're sepa…

duplicatesduplication

low System graph quality License conf 1.00 No license file detected

No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.

Repo hardeningGenerated repo pattern

low System graph software Dead code conf 1.00 Possibly dead Python function: cooks_all_branches

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

db/repository.py:278

low System graph software Dead code conf 1.00 Possibly dead Python function: hired_count

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

db/repository.py:154

low System graph software Dead code conf 1.00 Possibly dead Python function: send_weekly_checkin

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

services/scheduler.py:70

low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence

The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.

Git historyGenerated repo pattern

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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