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zeequxz/aria-desktop-assistant

https://github.com/zeequxz/aria-desktop-assistant · scanned 2026-06-16 01:11 UTC (2 months, 1 week ago)

62 raw signals (0 security + 62 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 48 actionable findings from 1 signal source. 14 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
75.1
/100
Security checks
75
0 findings
System graph
75
88.9% cov · 48 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 18 Low 26 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 48 Crowd 0 Layer: Software 8 Frontend 1 Security 7 Cicd 3 Quality 29
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Scan summary Repository scanned at 75.1/100 with 88.9% coverage. It contains 1626 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 62 findings — concentrated in quality (43), software (8), security (7). Risk profile is low: 0 critical, 0 high, 18 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 44 of 48 actionable findings. 62 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 Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
softprops/action-gh-release@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release.yml:63 CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in aria-v2/aria2/runtime/tools/delegation_tools.py:40
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
aria-v2/aria2/runtime/tools/delegation_tools.py:40 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in aria-v2/aria2/runtime/tools/sandbox.py:131
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
aria-v2/aria2/runtime/tools/sandbox.py:131 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in aria-v2/aria2/services/automation_service.py:99
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
aria-v2/aria2/services/automation_service.py:99 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in aria-v2/aria2/services/messaging_service.py:102
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
aria-v2/aria2/services/messaging_service.py:102 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in aria-v2/aria2/services/orchestration_service.py:531
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
aria-v2/aria2/services/orchestration_service.py:531 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in aria/agent/code_runner.py:99
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
aria/agent/code_runner.py:99 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in aria/agent/computer_tools.py:162
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
aria/agent/computer_tools.py:162 Subprocess shell true
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — aria-v2/aria2/core/procutil.py:9
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — aria-v2/aria2/runtime/tools/sandbox.py:130
`subprocess.Popen(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — aria-v2/aria2/services/update_service.py:213
`subprocess.Popen(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — aria-v2/aria2/smoke.py:933
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — aria/agent/updater.py:300
`subprocess.Popen(...)` 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 quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 42 placeholder/mock markers across 8 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 138 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: license, 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 25 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/release.yml:54 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 11 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: aria/main.py:lbl, aria/main.py:lbl 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.
11 occurrences
repo-level (11 hits)
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: aria/main.py:refresh, aria/main.py:refresh, aria/main.py:refresh 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.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: aria/main.py:work, aria/main.py:work, aria/main.py:work, aria/main.py:work 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.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: aria-v2/aria2/smoke.py:do_POST, aria-v2/aria2/smoke.py:do_POST, aria-v2/aria2/smoke.py:do_POST, aria-v2/aria2/smoke.py:do_POST This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolid…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: aria-v2/aria2/smoke.py:log_message, aria-v2/aria2/smoke.py:log_message, aria-v2/aria2/smoke.py:log_message, aria-v2/aria2/smoke.py:log_message This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hy…
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 9 places
Functions with the same first-5-line body hash: aria-v2/aria2/smoke.py:capabilities, aria-v2/aria2/smoke.py:capabilities, aria-v2/aria2/smoke.py:capabilities, aria-v2/aria2/smoke.py:capabilities This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-cod…
3 occurrences
repo-level (3 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: available
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aria/config/secrets.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: fail
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aria/main.py:4746
low System graph software Dead code conf 1.00 Possibly dead Python function: find_skill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aria/agent/skills.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: go
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aria/main.py:3353
low System graph software Dead code conf 1.00 Possibly dead Python function: monthly_job
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aria/agent/scheduler.py:95
low System graph software Dead code conf 1.00 Possibly dead Python function: once_job
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aria/agent/scheduler.py:106
low System graph software Dead code conf 1.00 Possibly dead Python function: unread_count
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aria/agent/notifications.py:72
low System graph software Dead code conf 1.00 Possibly dead Python function: worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
aria/agent/updater.py:181
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
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — aria-v2/aria2/runtime/mcp_oauth.py:66
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — aria-v2/aria2/services/openai_oauth_service.py:191
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `on_tool_call` (body is just `pass`/`return`) — aria/agent/scheduler.py:179
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `raise_for_status` (body is just `pass`/`return`) — aria-v2/aria2/smoke.py:201
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: aria-v2/aria2/smoke.py (2228 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: aria-v2/aria2/ui/views/chat_view.py (1496 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: aria/main.py (5267 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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