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spongebody/mercari-image-recognize

https://github.com/spongebody/mercari-image-recognize · scanned 2026-06-16 00:19 UTC (2 months, 2 weeks ago)

83 raw signals (0 security + 83 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 79 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
70.3
/100
Security checks
70
0 findings
System graph
70
88.9% cov · 79 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 15 Medium 10 Low 49 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 79 Crowd 0 Layer: Software 5 Frontend 1 Security 24 Cicd 1 Quality 14 Api 34
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 70.3/100 with 88.9% coverage. It contains 1163 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 83 findings — concentrated in api (34), security (24), quality (18). Risk profile is high: 0 critical, 15 high, 10 medium. Recommended next step: open the api layer findings first — that's where the highest-impact wins live.

Showing 74 of 79 actionable findings. 83 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 DELETE `delete_evaluation` without auth dependency — main.py:943
`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:943 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `analyze_image_price` without auth dependency — main.py:1228
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:1228 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `analyze_image_size` without auth dependency — main.py:1265
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:1265 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `analyze_image` without auth dependency — main.py:1146
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:1146 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `analyze_title` without auth dependency — main.py:1370
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:1370 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `archive_evaluation` without auth dependency — main.py:1001
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:1001 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `console_login` without auth dependency — main.py:699
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:699 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `console_logout` without auth dependency — main.py:724
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:724 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_evaluation` without auth dependency — main.py:838
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:838 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `generate_showcase` without auth dependency — main.py:1393
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:1393 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `import_evaluation` without auth dependency — main.py:928
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:928 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `manual_clear` without auth dependency — app/observability/api.py:209
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
app/observability/api.py:209 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `manual_prune` without auth dependency — app/observability/api.py:201
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
app/observability/api.py:201 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `regenerate_product_data` without auth dependency — main.py:1303
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:1303 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI PUT `save_evaluation_review` without auth dependency — main.py:991
`@router.put` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
main.py:991 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 security security conf 1.00 Insecure pattern 'cors_wildcard' in main.py:338
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
main.py:338 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in web/assets/evaluations.js:107
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
web/assets/evaluations.js:107 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in web/assets/shell.js:32
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
web/assets/shell.js:32 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in web/config.html:730
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
web/config.html:730 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in web/index.html:1770
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
web/index.html:1770 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in web/login.html:155
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
web/login.html:155 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in web/logs.html:122
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
web/logs.html:122 Direct innerhtml assignment
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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
low System graph quality Integrity conf 1.00 6 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `BRAND_CSV_PATH`, `CATEGORY_CSV_PATH`, `OPENROUTER_APP_NAME`, `OPENROUTER_BASE_URL`, `OPENROUTER_REFERER`, `PRODUCT_DATA_FALLBACK_MODEL`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. 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 88 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 security security conf 1.00 Insecure pattern 'document_write' in web/logs.html:272
Found a known-risky pattern (document_write). Review and replace if possible.
web/logs.html:272 Document write
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/sql_to_csv.py:parse_value_token, scripts/rdx_brand_sql_to_csv.py:parse_value_token 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.
5 occurrences
repo-level (5 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 quality Integrity conf 1.00 Old/deprecated-named symbol `test_generate_product_data_title_extension_uses_seo_keywords_before_other_copy` in tests/test_service_parallel_flow.py:739
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: build_router
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app/observability/api.py:16
low System graph software Dead code conf 1.00 Possibly dead Python function: ensure_language
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app/utils.py:174
low System graph software Dead code conf 1.00 Possibly dead Python function: normalize_price_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app/utils.py:127
low System graph software Dead code conf 1.00 Possibly dead Python function: receive
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1055
low System graph software Dead code conf 1.00 Possibly dead Python function: safe_json_loads
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app/utils.py:110
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 api Wiring conf 1.00 Unused endpoint: DELETE /api/v1/evaluations/{run_id}
`main.py` declares `DELETE /api/v1/evaluations/{run_id}` 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 /
`main.py` declares `GET /` 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/v1/evaluations
`main.py` declares `GET /api/v1/evaluations` 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/v1/evaluations/{run_id}
`main.py` declares `GET /api/v1/evaluations/{run_id}` 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/v1/evaluations/{run_id}/errors
`main.py` declares `GET /api/v1/evaluations/{run_id}/errors` 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/v1/evaluations/{run_id}/results
`main.py` declares `GET /api/v1/evaluations/{run_id}/results` 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/v1/evaluations/{run_id}/results.csv
`main.py` declares `GET /api/v1/evaluations/{run_id}/results.csv` 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/v1/image-proxy
`main.py` declares `GET /api/v1/image-proxy` 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/v1/mercari/image/analyze/{job_id}
`main.py` declares `GET /api/v1/mercari/image/analyze/{job_id}` 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/v1/prompts
`main.py` declares `GET /api/v1/prompts` 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 /config
`main.py` declares `GET /config` 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 /evaluations
`main.py` declares `GET /evaluations` 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 /login
`main.py` declares `GET /login` 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 /logs
`main.py` declares `GET /logs` 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 /requests
`app/observability/api.py` declares `GET /requests` 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 /requests/{request_id}
`app/observability/api.py` declares `GET /requests/{request_id}` 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 /requests/{request_id}/files/{filename}
`app/observability/api.py` declares `GET /requests/{request_id}/files/{filename}` 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 …
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /stats
`app/observability/api.py` declares `GET /stats` 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: POST /api/v1/console/login
`main.py` declares `POST /api/v1/console/login` 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: POST /api/v1/evaluations
`main.py` declares `POST /api/v1/evaluations` 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: POST /api/v1/evaluations/import
`main.py` declares `POST /api/v1/evaluations/import` 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: POST /api/v1/evaluations/{run_id}/archive
`main.py` declares `POST /api/v1/evaluations/{run_id}/archive` 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: POST /api/v1/mercari/image/analyze
`main.py` declares `POST /api/v1/mercari/image/analyze` 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: POST /api/v1/mercari/image/price
`main.py` declares `POST /api/v1/mercari/image/price` 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: POST /api/v1/mercari/image/size
`main.py` declares `POST /api/v1/mercari/image/size` 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: POST /api/v1/mercari/product-data/regenerate
`main.py` declares `POST /api/v1/mercari/product-data/regenerate` 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: POST /api/v1/mercari/title/analyze
`main.py` declares `POST /api/v1/mercari/title/analyze` 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: POST /api/v1/prompts/reset
`main.py` declares `POST /api/v1/prompts/reset` 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: POST /api/v1/showcase/generate
`main.py` declares `POST /api/v1/showcase/generate` 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: POST /clear
`app/observability/api.py` declares `POST /clear` 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: POST /prune
`app/observability/api.py` declares `POST /prune` 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: PUT /api/v1/config
`main.py` declares `PUT /api/v1/config` 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: PUT /api/v1/evaluations/{run_id}/review
`main.py` declares `PUT /api/v1/evaluations/{run_id}/review` 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: PUT /api/v1/prompts
`main.py` declares `PUT /api/v1/prompts` 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: app/service.py (1710 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: main.py (1432 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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