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ZeekrBaha/eval-hotel-bot-deepeval-eval-harness

https://github.com/ZeekrBaha/eval-hotel-bot-deepeval-eval-harness · scanned 2026-06-16 01:11 UTC (2 months, 1 week ago)

24 raw signals (0 security + 24 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 17 actionable findings from 1 signal source. 7 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
88.8
/100
Security checks
89
0 findings
System graph
89
77.8% cov · 17 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 2 Low 11 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 17 Crowd 0 Layer: Software 5 Frontend 1 Security 1 Cicd 2 Quality 8
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Scan summary Repository scanned at 88.8/100 with 77.8% coverage. It contains 393 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 24 findings — concentrated in software (9), quality (9), cicd (4). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 13 of 17 actionable findings. 24 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 cicd CI/CD security conf 1.00 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
astral-sh/setup-uv@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 3 locations
.github/workflows/live-eval.yml:29
.github/workflows/live-fixed-regression.yml:23
.github/workflows/test.yml:9
CI/CD securitySupply chainGithub actions
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
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 9 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/live-eval.yml:42 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: sut/hotel_bot/bot_fixed.py:handle_message, sut/hotel_bot/bot.py:handle_message 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.
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: metrics/payment_leak.py:a_measure, metrics/language_fidelity.py:a_measure, metrics/slot_extraction.py:a_measure This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document…
2 occurrences
repo-level (2 hits)
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: a_generate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
judge/deepseek_judge.py:76
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: a_measure
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
metrics/language_fidelity.py:127
metrics/payment_leak.py:120
metrics/slot_extraction.py:36
low System graph software Dead code conf 1.00 Possibly dead Python function: check_and_set_booking_alert
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sut/hotel_bot/db.py:65
low System graph software Dead code conf 1.00 Possibly dead Python function: is_duplicate_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sut/hotel_bot/db.py:58
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: is_successful
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
metrics/language_fidelity.py:130
metrics/payment_leak.py:123
metrics/slot_extraction.py:39
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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