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dimz119/dataforge

https://github.com/dimz119/dataforge · scanned 2026-06-17 01:56 UTC (1 month, 1 week ago)

41 raw signals (0 security + 41 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +9.0 (diff) · 34 actionable findings from 1 signal source. 7 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
85.7
/100
Security checks
86
0 findings
System graph
86
100.0% cov · 34 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 5 Low 19 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 34 Crowd 0 Layer: Software 11 Frontend 1 Hardware 3 Security 1 Cicd 1 Quality 17
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Scan summary Repository scanned at 85.7/100 with 100.0% coverage. It contains 1350 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 41 findings — concentrated in quality (24), software (11), hardware (3). Risk profile is high: 0 critical, 1 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 25 of 34 actionable findings. 41 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 security conf 1.00 Insecure pattern 'tls_verify_false' in backend/identity/application/auth.py:66
Found a known-risky pattern (tls_verify_false). Review and replace if possible.
backend/identity/application/auth.py:66 Tls verify false
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — frontend/eslint.config.js:70
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
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: 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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
dorny/paths-filter@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yaml:29 CI/CD securitySupply chainGithub actions
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 24 placeholder/mock markers across 20 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 Debug conf 1.00 Debug logging residue appears in source files
Found 9 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: node:22-alpine
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
frontend/Dockerfile:7 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.
backend/Dockerfile:6 containersPinned dependencies
low System graph quality Tests conf 1.00 Low test-to-source ratio
55 tests / 269 src (ratio 0.20).
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: backend/identity/application/audit.py:emit, backend/tenancy/application/audit.py:emit 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 Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: backend/tenancy/api/viewsets.py:post, backend/tenancy/api/viewsets.py:post, backend/tenancy/api/viewsets.py:post This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or documen…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: backend/tenancy/api/viewsets.py:get, backend/tenancy/api/viewsets.py:get, backend/tenancy/api/viewsets.py:get, backend/tenancy/api/viewsets.py:get This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-cod…
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: backend/identity/api/viewsets.py:post, backend/identity/api/viewsets.py:post, backend/identity/api/viewsets.py:post, backend/identity/api/viewsets.py:post This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.h…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: add_context
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/config/logging.py:96
low System graph software Dead code conf 1.00 Possibly dead Python function: all_workspaces
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/tenancy/domain/scoping.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: authenticate_header
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/tenancy/api/authentication.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: caller_role
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/tenancy/application/keys.py:319
low System graph software Dead code conf 1.00 Possibly dead Python function: describe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/audit/infra/rls.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: describe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/tenancy/infra/rls.py:159
low System graph software Dead code conf 1.00 Possibly dead Python function: for_active_workspace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/tenancy/domain/scoping.py:33
low System graph software Dead code conf 1.00 Possibly dead Python function: probe_kafka
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/observation/infra/probes.py:33
low System graph software Dead code conf 1.00 Possibly dead Python function: probe_migrations
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/observation/infra/probes.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: probe_postgres
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/observation/infra/probes.py:15
low System graph software Dead code conf 1.00 Possibly dead Python function: probe_redis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/observation/infra/probes.py:22
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