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sanjaychowdappa/stock-market-ai

https://github.com/sanjaychowdappa/stock-market-ai · scanned 2026-06-16 00:02 UTC (2 months, 3 weeks ago)

44 raw signals (0 security + 44 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 44 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
66.3
/100
Security checks
66
0 findings
System graph
66
100.0% cov · 44 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 5 Medium 9 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 44 Crowd 0 Layer: Software 7 Hardware 8 Frontend 1 Security 6 Cicd 1 Quality 15 Api 6
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Scan summary Repository scanned at 66.3/100 with 100.0% coverage. It contains 232 nodes across 7 cross-layer flows, written primarily in mixed languages. Engine surfaced 44 findings — concentrated in quality (15), hardware (8), software (7). Risk profile is high: 0 critical, 5 high, 9 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 41 of 44 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 `finetune` without auth dependency — backend-rust/finetune-sidecar/kronos_server.py:178
`@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-rust/finetune-sidecar/kronos_server.py:178 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `log_trade` without auth dependency — backend-rust/finetune-sidecar/agent_server.py:171
`@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-rust/finetune-sidecar/agent_server.py:171 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `predict_agents` without auth dependency — backend-rust/finetune-sidecar/agent_server.py:118
`@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-rust/finetune-sidecar/agent_server.py:118 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `predict` without auth dependency — backend-rust/finetune-sidecar/kronos_server.py:94
`@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-rust/finetune-sidecar/kronos_server.py:94 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `trigger_training` without auth dependency — backend-rust/finetune-sidecar/agent_server.py:207
`@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-rust/finetune-sidecar/agent_server.py:207 securityAuth fastapi unauth mutation
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, tests, operator-readme, lockfile. 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests, operator-readme, lockfile. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph hardware Security conf 1.00 Dockerfile runs as root: backend-rust/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: backend-rust/finetune-sidecar/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — backend-rust/finetune-sidecar/start_servers.py:21
`subprocess.Popen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
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
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 46 source file(s) (ratio 0.02). Consider adding integration or unit tests for critical paths.
Coverage
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 52 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: debian:bookworm-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-rust/Dockerfile:20 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: node:20-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:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: nvidia/cuda:12.8.1-runtime-ubuntu22.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
backend-rust/finetune-sidecar/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: rust:1.95-bookworm
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
backend-rust/Dockerfile:2 containersPinned dependencies
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: backend-rust/finetune-sidecar/agent_models.py:forward, backend-rust/finetune-sidecar/agent_models.py:forward This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document wh…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: backend-rust/scripts/export_kronos_onnx.py:forward, backend-rust/scripts/export_kronos_onnx.py:forward, backend-rust/scripts/export_kronos_onnx.py:forward This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.h…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: backend-rust/finetune-sidecar/agent_models.py:encode_features, backend-rust/finetune-sidecar/agent_models.py:encode_features, backend-rust/finetune-sidecar/agent_models.py:encode_features, backend-rust/finetune-sidecar/agent_models.py:encode_features …
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 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 quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: frontend/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
frontend/package.json LockfileReproducibilityGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: check
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
launcher.py:260
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
launcher.py:459
low System graph software Dead code conf 1.00 Possibly dead Python function: forward
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend-rust/scripts/export_kronos_onnx.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: forward
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend-rust/finetune-sidecar/agent_models.py:208
low System graph software Dead code conf 1.00 Possibly dead Python function: poll
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
launcher.py:413
low System graph software Dead code conf 1.00 Possibly dead Python function: stop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
launcher.py:321
low System graph software Dead code conf 1.00 Possibly dead Python function: stream
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
launcher.py:367
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 /agents/health
`backend-rust/finetune-sidecar/agent_server.py` declares `GET /agents/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: POST /finetune
`backend-rust/finetune-sidecar/kronos_server.py` declares `POST /finetune` 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 /log/trade
`backend-rust/finetune-sidecar/agent_server.py` declares `POST /log/trade` 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 /predict
`backend-rust/finetune-sidecar/kronos_server.py` declares `POST /predict` 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 /predict/agents
`backend-rust/finetune-sidecar/agent_server.py` declares `POST /predict/agents` 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 /train
`backend-rust/finetune-sidecar/agent_server.py` declares `POST /train` 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: backend-rust/src/services/paper_trader.rs (1474 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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