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bear-obscurus/Evidora

https://github.com/bear-obscurus/Evidora · scanned 2026-06-17 01:38 UTC (1 month, 2 weeks ago)

141 raw signals (0 security + 141 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -11.1 (diff) · 129 actionable findings from 1 signal source. 12 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
65.6
/100
Security checks
66
0 findings
System graph
66
88.9% cov · 129 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 1 Medium 7 Low 59 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 129 Crowd 0 Layer: Software 30 Hardware 4 Security 3 Cicd 1 Quality 89 Api 2
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Scan summary Repository scanned at 65.6/100 with 88.9% coverage. It contains 2380 nodes across 4 cross-layer flows, written primarily in mixed languages. Engine surfaced 141 findings — concentrated in quality (100), software (30), hardware (4). Risk profile is high: 0 critical, 1 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 66 of 129 actionable findings. 141 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.

high System graph security auth conf 1.00 FastAPI POST `check_claim` without auth dependency — website/backend/main.py:329
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
website/backend/main.py:329 securityAuth fastapi unauth mutation
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 hardware Security conf 1.00 Dockerfile runs as root: website/backend/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: website/frontend/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in website/frontend/app.js:244
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
website/frontend/app.js:244 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in website/frontend/i18n.js:1099
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
website/frontend/i18n.js:1099 Direct innerhtml assignment
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 18 placeholder/mock markers across 4 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
7 test file(s) for 225 source file(s) (ratio 0.03). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 26 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ADS_API_KEY`, `ALLOWED_ORIGINS`, `CITES_API_KEY`, `CITES_TOKEN`, `COMTRADE_API_KEY`, `DPLA_API_KEY`, `EUROPEANA_API_KEY`, `EVIDORA_ALERT_WEBHOOK` + 18 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 104 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: nginx:alpine
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
website/frontend/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
website/backend/Dockerfile:1 containersPinned dependencies
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: website/backend/tools/check_urls.py:clean_url, website/backend/tools/check_new_urls.py:clean_url 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 se…
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: website/backend/services/oeaw_epub.py:claim_mentions_oeaw_cached, website/backend/services/doab.py:claim_mentions_doab_cached, website/backend/services/eric.py:claim_mentions_eric_cached This is *the* AI-coder failure mode (4× more duplication in vib…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 42 places
Functions with the same first-5-line body hash: website/backend/services/wohnen_pack.py:fetch_wohnen, website/backend/services/ams_wifo.py:fetch_ams_wifo, website/backend/services/inklusion_pack.py:fetch_inklusion, website/backend/services/recht_pack.py:fetch_recht This is *the* AI-coder failure m…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 54 places
Functions with the same first-5-line body hash: website/backend/services/wohnen_pack.py:claim_mentions_wohnen_cached, website/backend/services/ams_wifo.py:claim_mentions_ams_wifo_cached, website/backend/services/inklusion_pack.py:claim_mentions_inklusion_cached, website/backend/services/recht_pack.…
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: website/backend/services/cepii.py:claim_mentions_cepii_cached, website/backend/services/espon.py:claim_mentions_espon_cached, website/backend/services/oecd_sdmx.py:claim_mentions_oecd_sdmx_cached, website/backend/services/ilostat.py:claim_mentions_ilo…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_reranker_backup` in website/backend/main.py:1832
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 `_reranker_backup` in website/backend/services/_reranker_backup.py:7
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 `_reranker_backup` in website/backend/services/_topic_match.py:47
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 `_reranker_backup` in website/backend/services/verdict_cache.py:44
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 `_reranker_backup` in website/backend/tests/test_unit.py:455
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 `comprehensive_100_v2` in website/backend/tools/stress_test.py:15
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 website/backend/services/wikipedia.py:18
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 `test_no_match_no_descriptor_skips_backup` in website/backend/tests/test_topic_match.py:255
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 `url_check_v2` in website/backend/tools/repair_urls.py:17
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 `x_mitre_deprecated` in website/backend/services/mitre_attack.py:236
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 `year_old` in website/backend/services/wayback.py:309
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: fetch_ams_wifo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/ams_wifo.py:102
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_inklusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/inklusion_pack.py:101
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_mipex
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/mipex.py:396
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_recht
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/recht_pack.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_sport_fitness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/sport_fitness_pack.py:70
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_wohnen
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/wohnen_pack.py:94
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_bpw_bundesergebnis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/scripts/refresh_wahlen.py:168
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_party_table
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/scripts/refresh_wahlen.py:117
low System graph software Dead code conf 1.00 Possibly dead Python function: search_abstimmungen
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/abstimmungen.py:281
low System graph software Dead code conf 1.00 Possibly dead Python function: search_aiid
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/aiid.py:569
low System graph software Dead code conf 1.00 Possibly dead Python function: search_ams_wifo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/ams_wifo.py:119
low System graph software Dead code conf 1.00 Possibly dead Python function: search_cepii
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/cepii.py:369
low System graph software Dead code conf 1.00 Possibly dead Python function: search_eba
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/eba.py:838
low System graph software Dead code conf 1.00 Possibly dead Python function: search_efsa
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/efsa.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: search_energy_safety
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/energy_safety.py:190
low System graph software Dead code conf 1.00 Possibly dead Python function: search_era5
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/era5.py:406
low System graph software Dead code conf 1.00 Possibly dead Python function: search_espon
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/espon.py:347
low System graph software Dead code conf 1.00 Possibly dead Python function: search_factcheck_org
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/factcheck_org.py:20
low System graph software Dead code conf 1.00 Possibly dead Python function: search_idmc
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/idmc.py:463
low System graph software Dead code conf 1.00 Possibly dead Python function: search_inklusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/inklusion_pack.py:115
low System graph software Dead code conf 1.00 Possibly dead Python function: search_itf_transport
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/itf_transport.py:869
low System graph software Dead code conf 1.00 Possibly dead Python function: search_mipex
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/mipex.py:649
low System graph software Dead code conf 1.00 Possibly dead Python function: search_oecd_sdmx
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/oecd_sdmx.py:782
low System graph software Dead code conf 1.00 Possibly dead Python function: search_recht
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/recht_pack.py:99
low System graph software Dead code conf 1.00 Possibly dead Python function: search_rki_surveillance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/rki_surveillance.py:53
low System graph software Dead code conf 1.00 Possibly dead Python function: search_sport_fitness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/sport_fitness_pack.py:84
low System graph software Dead code conf 1.00 Possibly dead Python function: search_statistik_austria
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/statistik_austria.py:1164
low System graph software Dead code conf 1.00 Possibly dead Python function: search_unesco_uis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/unesco_uis.py:454
low System graph software Dead code conf 1.00 Possibly dead Python function: search_wid
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/wid.py:507
low System graph software Dead code conf 1.00 Possibly dead Python function: search_wohnen
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
website/backend/services/wohnen_pack.py:108
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/health
`website/backend/main.py` declares `GET /api/health` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/health/full
`website/backend/main.py` declares `GET /api/health/full` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: website/backend/main.py (1868 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: website/backend/services/at_factbook.py (2266 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: website/backend/services/eurostat.py (1368 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: website/backend/services/statistik_austria.py (2210 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: website/backend/services/synthesizer.py (1508 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: website/frontend/i18n.js (1130 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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