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ssethia2/aria

https://github.com/ssethia2/aria · scanned 2026-06-16 04:39 UTC (1 month, 3 weeks ago)

23 raw signals (0 security + 23 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 3 weeks ago · v1 · 23 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
72.3
/100
Security checks
72
0 findings
System graph
72
77.8% cov · 23 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 1 Medium 3 Low 19 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 23 Crowd 0 Layer: Software 15 Quality 7 Security 1
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Scan summary Repository scanned at 72.3/100 with 77.8% coverage. It contains 181 nodes across 2 cross-layer flows, written primarily in mixed languages. Engine surfaced 23 findings — concentrated in software (15), quality (7), security (1). Risk profile is high: 0 critical, 1 high, 3 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 23 of 23 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security auth conf 1.00 FastAPI POST `gmail_webhook` without auth dependency — aria_server.py:18
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
aria_server.py:18 securityAuth fastapi unauth mutation
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing ci, tests. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
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 Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 26 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 139 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: email_backend.py:smtp_send, email_backend.py:imap_create_draft 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 Near-duplicate function bodies in 9 places
Functions with the same first-5-line body hash: engine.py:check, engine.py:check, engine.py:check, engine.py:check 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 software Dead code conf 1.00 Possibly dead Python function: beat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
telegram_bot.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: check_briefing_today
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
healthcheck.py:101
low System graph software Dead code conf 1.00 Possibly dead Python function: check_databases
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
healthcheck.py:76
low System graph software Dead code conf 1.00 Possibly dead Python function: check_disk
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
healthcheck.py:119
low System graph software Dead code conf 1.00 Possibly dead Python function: check_email
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
healthcheck.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: check_engine_freshness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
healthcheck.py:84
low System graph software Dead code conf 1.00 Possibly dead Python function: check_heartbeat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
healthcheck.py:112
low System graph software Dead code conf 1.00 Possibly dead Python function: check_memory
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
healthcheck.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: check_secrets
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
healthcheck.py:43
low System graph software Dead code conf 1.00 Possibly dead Python function: engine_notify
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
telegram_bot.py:231
low System graph software Dead code conf 1.00 Possibly dead Python function: imap_create_draft
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
email_backend.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: imap_fetch_recent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
email_backend.py:84
low System graph software Dead code conf 1.00 Possibly dead Python function: roster_for_prompt
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
people.py:49
low System graph software Dead code conf 1.00 Possibly dead Python function: smtp_send
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
email_backend.py:115
low System graph software Dead code conf 1.00 Possibly dead Python function: update_profile
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
memory.py:34
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