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appdevelopmentworks/alpha-sentinel

https://github.com/appdevelopmentworks/alpha-sentinel · scanned 2026-06-17 01:34 UTC (1 month, 2 weeks ago)

13 raw signals (0 security + 13 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 +11.7 (diff) · 12 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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88.9% cov · 12 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 3 Medium 3 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 12 Crowd 0 Layer: Software 2 Security 4 Quality 6

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 88.4/100 with 88.9% coverage. It contains 470 nodes across 17 cross-layer flows, written primarily in mixed languages. Engine surfaced 13 findings — concentrated in quality (7), security (4), software (2). Risk profile is high: 0 critical, 3 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 11 of 12 actionable findings. 13 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 `classify_rerun` without auth dependency — backend/main.py:426

`@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/main.py:426 securityAuth fastapi unauth mutation

high System graph security auth conf 1.00 FastAPI POST `review_classification` without auth dependency — backend/main.py:308

`@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/main.py:308 securityAuth fastapi unauth mutation

high System graph security auth conf 1.00 FastAPI PUT `put_settings` without auth dependency — backend/main.py:353

`@router.put` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.

backend/main.py:353 securityAuth fastapi unauth mutation

medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/lib/api.ts:15

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 Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing

AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.

Repo hardeningGenerated repo pattern

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

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 Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places

Functions with the same first-5-line body hash: backend/classifier/llm_client.py:classify, backend/classifier/llm_client.py:classify, backend/classifier/llm_client.py:classify This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consoli…

2 occurrences

repo-level (2 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: downgrade

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

backend/alembic/versions/6e4a3c25a052_initial_schema.py:96

low System graph software Dead code conf 1.00 Possibly dead Python function: poll_tick

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

backend/scheduler/jobs.py:190

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