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ExceptionApril/petcare-assistant-ai

https://github.com/ExceptionApril/petcare-assistant-ai · scanned 2026-06-16 04:23 UTC (2 months ago)

26 raw signals (0 security + 26 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v1 · 26 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
89.0
/100
Security checks
89
0 findings
System graph
89
44.4% cov · 26 findings
Critical
0
click to filter
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 4 Low 22 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 26 Crowd 0 Layer: Software 17 Security 1 Quality 8
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Scan summary Repository scanned at 89.0/100 with 44.4% coverage. It contains 150 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 26 findings — concentrated in software (17), quality (8), security (1). 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 26 of 26 actionable findings. 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, operator-readme. 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 quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — verify_ollama.py:19
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
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 172 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 quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: agent_engine.py:generate_response, agent_engine.py:generate_response_stream 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 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 quality Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: add_message_tokens
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
token_utils.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: create_message_payload
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
llm_client.py:22
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_source
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rag_engine.py:317
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_source
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
supabase_store.py:156
low System graph software Dead code conf 1.00 Possibly dead Python function: estimate_conversation_tokens
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
token_utils.py:38
low System graph software Dead code conf 1.00 Possibly dead Python function: rag_management_panel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rag_management.py:139
low System graph software Dead code conf 1.00 Possibly dead Python function: test_agent_init
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:87
low System graph software Dead code conf 1.00 Possibly dead Python function: test_config
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: test_e2e_response
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:169
low System graph software Dead code conf 1.00 Possibly dead Python function: test_injection
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:99
low System graph software Dead code conf 1.00 Possibly dead Python function: test_llm_client
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: test_rag_init
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: test_rag_retrieval
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:53
low System graph software Dead code conf 1.00 Possibly dead Python function: test_rag_threshold
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:160
low System graph software Dead code conf 1.00 Possibly dead Python function: test_rate_limit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:122
low System graph software Dead code conf 1.00 Possibly dead Python function: test_security_keywords
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
final_verification.py:145
low System graph software Dead code conf 1.00 Possibly dead Python function: truncate_to_tokens
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
token_utils.py:23
low System graph quality Complexity conf 1.00 Very large file: app.py (1885 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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