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zach7036/BirdNET-Pi-Enhanced-Version

https://github.com/zach7036/BirdNET-Pi-Enhanced-Version · scanned 2026-06-16 01:11 UTC (2 months, 1 week ago)

48 raw signals (0 security + 48 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 43 actionable findings from 1 signal source. 5 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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Combined
86.9
/100
Security checks
87
0 findings
System graph
87
88.9% cov · 43 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 17 Low 19 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 43 Crowd 0 Layer: Software 5 Frontend 4 Network 2 Security 8 Cicd 1 Quality 23
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Scan summary Repository scanned at 86.9/100 with 88.9% coverage. It contains 899 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 48 findings — concentrated in quality (26), security (8), software (5). Risk profile is low: 0 critical, 0 high, 17 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 36 of 43 actionable findings. 48 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 Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — homepage/static/palette.js:96
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — homepage/static/ui-helpers.js:63
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — homepage/sw.js:40
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in homepage/static/custom-audio-player.js:86
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
homepage/static/custom-audio-player.js:86 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in homepage/static/dashboard-charts.js:38
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
homepage/static/dashboard-charts.js:38 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in homepage/static/palette.js:42
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
homepage/static/palette.js:42 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in homepage/static/plupload.full.min.js:14
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
homepage/static/plupload.full.min.js:14 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in homepage/static/timeline-view.js:89
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
homepage/static/timeline-view.js:89 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in homepage/static/ui-helpers.js:53
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
homepage/static/ui-helpers.js:53 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_outerhtml_assignment' in homepage/static/plupload.full.min.js:15
Found a known-risky pattern (direct_outerhtml_assignment). Review and replace if possible.
homepage/static/plupload.full.min.js:15 Direct outerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/utils/helpers.py:66
`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 — scripts/utils/reporting.py:23
`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
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 47 placeholder/mock markers across 21 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 network Security conf 1.00 Privileged port 14 in use
Port 14 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/birdnet_changeidentification.sh Ports
medium System graph network Security conf 1.00 Privileged port 18 in use
Port 18 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/birdnet_changeidentification.sh Ports
low System graph quality Maintenance conf 1.00 49 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 46 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 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 3 locations
.github/workflows/python-ci.yml:19, 22 (2 hits)
.github/workflows/python-app.yml:23
CI/CD securitySupply chainGithub actions
low System graph quality Tests conf 1.00 Low test-to-source ratio
5 tests / 27 src (ratio 0.19).
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/utils/notifications.py:sendAppriseNotifications, scripts/utils/notifications.py:send 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 separa…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/utils/models.py:get_species_list, scripts/utils/models.py:get_species_list, scripts/utils/models.py:get_species_list This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidat…
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: scripts/utils/models.py:predict, scripts/utils/models.py:predict, scripts/utils/models.py:predict, scripts/utils/models.py:predict This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Cons…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `Perch_v2` in scripts/utils/analysis.py:198
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `Perch_v2` in scripts/utils/models.py:31
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `rest_v1` in scripts/utils/maintainer.py:85
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: create_all_languages
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/utils/maintainer.py:47
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_reporting_queue
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/birdnet_analysis.py:103
low System graph software Dead code conf 1.00 Possibly dead Python function: measure_all_languages
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/utils/maintainer.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: set_label_file
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/utils/helpers.py:112
low System graph software Dead code conf 1.00 Possibly dead Python function: update_all_languages
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/utils/maintainer.py:156
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — homepage/static/Chart.bundle.js:17137
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Integrity conf 1.00 Stub function `set_meta_data` (body is just `pass`/`return`) — scripts/utils/models.py:79
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: homepage/static/Chart.bundle.js (20776 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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