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Rodato/archetypeSuite

https://github.com/Rodato/archetypeSuite · scanned 2026-06-15 23:54 UTC (2 months, 3 weeks ago)

54 raw signals (0 security + 54 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 54 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
68.7
/100
Security checks
69
0 findings
System graph
69
100.0% cov · 54 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 12 Medium 5 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 54 Crowd 0 Layer: Software 6 Frontend 3 Hardware 3 Security 13 Quality 10 Api 19
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Scan summary Repository scanned at 68.7/100 with 100.0% coverage. It contains 801 nodes across 22 cross-layer flows, written primarily in mixed languages. Engine surfaced 54 findings — concentrated in api (19), security (13), quality (10). Risk profile is high: 0 critical, 12 high, 5 medium. Recommended next step: open the api layer findings first — that's where the highest-impact wins live.

Showing 49 of 54 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 DELETE `delete_group_profile` without auth dependency — api/routers/runs.py:105
`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/runs.py:105 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI DELETE `remove_run` without auth dependency — api/routers/runs.py:67
`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/runs.py:67 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI PATCH `edit_archetype` without auth dependency — api/routers/runs.py:120
`@router.patch` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/runs.py:120 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `analyze` without auth dependency — api/routers/analyze.py:58
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/analyze.py:58 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `chat_stream` without auth dependency — api/routers/datasets.py:128
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/datasets.py:128 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `chat_stream` without auth dependency — api/routers/runs.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.
api/routers/runs.py:209 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `chat` without auth dependency — api/routers/datasets.py:119
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/datasets.py:119 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `chat` without auth dependency — api/routers/runs.py:174
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/runs.py:174 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_group_profile` without auth dependency — api/routers/runs.py:78
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/runs.py:78 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `load_sample` without auth dependency — api/routers/datasets.py:84
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/datasets.py:84 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `suggest` without auth dependency — api/routers/datasets.py:106
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/datasets.py:106 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `upload` without auth dependency — api/routers/datasets.py:77
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/datasets.py:77 securityAuth fastapi unauth mutation
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/lib/api.ts:33
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. 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 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: web/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 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 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: node:22-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
web/Dockerfile:2 containersPinned dependencies
low System graph quality Tests conf 1.00 Low test-to-source ratio
19 tests / 107 src (ratio 0.18).
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: src/llm/chat_agent.py:stream_agent, src/llm/chat_agent.py:run_agent, src/llm/chat_agent.py:stream_chat, src/llm/chat_agent.py:answer_chat This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene…
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 `methodology_v1` in src/llm/methodology.py:1
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: cluster_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/nodes/cluster_node.py:12
low System graph software Dead code conf 1.00 Possibly dead Python function: evaluate_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/nodes/evaluate_node.py:8
low System graph software Dead code conf 1.00 Possibly dead Python function: ingest_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/nodes/ingest_node.py:7
low System graph software Dead code conf 1.00 Possibly dead Python function: natural_log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/quality.py:87
low System graph software Dead code conf 1.00 Possibly dead Python function: profile_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/nodes/profile_node.py:7
low System graph software Dead code conf 1.00 Possibly dead Python function: select_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/nodes/select_node.py:5
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 /{run_id}
`api/routers/runs.py` declares `DELETE /{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: DELETE /{run_id}/profiles/{profile_id}
`api/routers/runs.py` declares `DELETE /{run_id}/profiles/{profile_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/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/health
`api/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 /{dataset_id}
`api/routers/datasets.py` declares `GET /{dataset_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 /{run_id}
`api/routers/runs.py` declares `GET /{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 /{run_id}/export/archetypes.csv
`api/routers/runs.py` declares `GET /{run_id}/export/archetypes.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 /{run_id}/export/labeled.csv
`api/routers/runs.py` declares `GET /{run_id}/export/labeled.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 /{run_id}/export/report.md
`api/routers/runs.py` declares `GET /{run_id}/export/report.md` 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: PATCH /{run_id}/archetypes/{cluster_id}
`api/routers/runs.py` declares `PATCH /{run_id}/archetypes/{cluster_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 /sample
`api/routers/datasets.py` declares `POST /sample` 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 /upload
`api/routers/datasets.py` declares `POST /upload` 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 /{dataset_id}/analyze
`api/routers/analyze.py` declares `POST /{dataset_id}/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 /{dataset_id}/chat
`api/routers/datasets.py` declares `POST /{dataset_id}/chat` 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 /{dataset_id}/chat/stream
`api/routers/datasets.py` declares `POST /{dataset_id}/chat/stream` 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 /{dataset_id}/suggest-columns
`api/routers/datasets.py` declares `POST /{dataset_id}/suggest-columns` 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 /{run_id}/chat
`api/routers/runs.py` declares `POST /{run_id}/chat` 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 /{run_id}/chat/stream
`api/routers/runs.py` declares `POST /{run_id}/chat/stream` 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 /{run_id}/profile-group
`api/routers/runs.py` declares `POST /{run_id}/profile-group` 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
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