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solomonczyk/LANGUAGE-LEARNING-APP

https://github.com/solomonczyk/LANGUAGE-LEARNING-APP · scanned 2026-06-16 00:17 UTC (2 months, 2 weeks ago)

59 raw signals (0 security + 59 graph)

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Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 59 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
66.9
/100
Security checks
67
0 findings
System graph
67
100.0% cov · 59 findings
Critical
0
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Agents
10
0 votes
Crowd
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reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 15 Medium 3 Low 39 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 59 Crowd 0 Layer: Software 7 Hardware 3 Quality 11 Security 15 Api 23
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Scan summary Repository scanned at 66.9/100 with 100.0% coverage. It contains 1532 nodes across 25 cross-layer flows, written primarily in mixed languages. Engine surfaced 59 findings — concentrated in api (23), security (15), quality (11). Risk profile is high: 0 critical, 15 high, 3 medium. Recommended next step: open the api layer findings first — that's where the highest-impact wins live.

Showing 57 of 59 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 `analyze_text` without auth dependency — backend/app/modules/ai_gateway/router.py:15
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/ai_gateway/router.py:15 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `complete_diagnostic_session` without auth dependency — backend/app/modules/diagnostics/router.py:60
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/diagnostics/router.py:60 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_audit_event` without auth dependency — backend/app/modules/audit/router.py:14
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/audit/router.py:14 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_diagnostic_session` without auth dependency — backend/app/modules/diagnostics/router.py:26
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/diagnostics/router.py:26 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_mastery_evidence` without auth dependency — backend/app/modules/mastery/router.py:14
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/mastery/router.py:14 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_new_contract` without auth dependency — backend/app/modules/learning_contract/router.py:21
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/learning_contract/router.py:21 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_profile` without auth dependency — backend/app/modules/learner_profile/router.py:14
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/learner_profile/router.py:14 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `decide` without auth dependency — backend/app/modules/policy_engine/router.py:14
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/policy_engine/router.py:14 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `process_lesson` without auth dependency — backend/app/modules/lesson_engine/router.py:90
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/lesson_engine/router.py:90 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `start_lesson_session` without auth dependency — backend/app/modules/lesson_engine/router.py:26
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/lesson_engine/router.py:26 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `submit_diagnostic_response` without auth dependency — backend/app/modules/diagnostics/router.py:39
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/diagnostics/router.py:39 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `submit_learner_text` without auth dependency — backend/app/modules/lesson_engine/router.py:62
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/lesson_engine/router.py:62 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `submit_text` without auth dependency — backend/app/modules/submission/router.py:14
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/submission/router.py:14 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `validate_analysis` without auth dependency — backend/app/modules/linguistic_validation/router.py:13
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/linguistic_validation/router.py:13 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `validate_pedagogical_endpoint` without auth dependency — backend/app/modules/pedagogical_validation/router.py:15
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/modules/pedagogical_validation/router.py:15 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: 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 quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 38 placeholder/mock markers across 17 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, operator-readme. 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 hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 72 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: 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.
backend/Dockerfile:1 containersPinned dependencies
low System graph quality Tests conf 1.00 Low test-to-source ratio
30 tests / 139 src (ratio 0.22).
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 Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: can_transition
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/shared/state_machine.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: create_audit_event
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/shared/audit.py:9
low System graph software Dead code conf 1.00 Possibly dead Python function: do_run_migrations
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/alembic/env.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: downgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/alembic/versions/001_initial_schema.py:271
low System graph software Dead code conf 1.00 Possibly dead Python function: file_size
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
documents/language_learning_app/language_learning_app_master_product_package_002d/validation/validate_master_product_package_002d.py:79
low System graph software Dead code conf 1.00 Possibly dead Python function: to_dict
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/shared/exceptions/domain.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: upgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/alembic/versions/001_initial_schema.py:19
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: GET /api/v1/health
`backend/app/main.py` declares `GET /api/v1/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 /audit-events
`backend/app/modules/operator/router.py` declares `GET /audit-events` 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 /current
`backend/app/modules/learning_contract/router.py` declares `GET /current` 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 /events
`backend/app/modules/audit/router.py` declares `GET /events` 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 /me
`backend/app/modules/identity/router.py` declares `GET /me` 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 /profile
`backend/app/modules/mastery/router.py` declares `GET /profile` 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 /sessions/{session_id}
`backend/app/modules/diagnostics/router.py` declares `GET /sessions/{session_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 …
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /{session_id}
`backend/app/modules/lesson_engine/router.py` declares `GET /{session_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 /{submission_id}
`backend/app/modules/submission/router.py` declares `GET /{submission_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: POST /
`backend/app/modules/learner_profile/router.py` declares `POST /` 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 /analyze
`backend/app/modules/ai_gateway/router.py` declares `POST /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 /current
`backend/app/modules/learning_contract/router.py` declares `POST /current` 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 /decide
`backend/app/modules/policy_engine/router.py` declares `POST /decide` 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 /events
`backend/app/modules/audit/router.py` declares `POST /events` 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 /evidence
`backend/app/modules/mastery/router.py` declares `POST /evidence` 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 /login
`backend/app/modules/identity/router.py` declares `POST /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 /register
`backend/app/modules/identity/router.py` declares `POST /register` 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 /sessions
`backend/app/modules/diagnostics/router.py` declares `POST /sessions` 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 /sessions/{session_id}/complete
`backend/app/modules/diagnostics/router.py` declares `POST /sessions/{session_id}/complete` 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…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /sessions/{session_id}/responses
`backend/app/modules/diagnostics/router.py` declares `POST /sessions/{session_id}/responses` 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 wh…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /validate
`backend/app/modules/linguistic_validation/router.py` declares `POST /validate` 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 /{session_id}/process
`backend/app/modules/lesson_engine/router.py` declares `POST /{session_id}/process` 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 consume…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /{session_id}/submissions
`backend/app/modules/lesson_engine/router.py` declares `POST /{session_id}/submissions` 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 con…
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: scripts/gen_all_part2.py (2911 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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