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rishi-desai/forge

https://github.com/rishi-desai/forge · scanned 2026-06-15 23:51 UTC (2 months, 3 weeks ago)

38 raw signals (0 security + 38 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 37 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.

JSON
Combined
84.3
/100
Security checks
84
0 findings
System graph
84
88.9% cov · 37 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 2 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 37 Crowd 0 Layer: Software 4 Frontend 1 Security 6 Cicd 1 Quality 11 Api 14
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Scan summary Repository scanned at 84.3/100 with 88.9% coverage. It contains 450 nodes across 14 cross-layer flows, written primarily in mixed languages. Engine surfaced 38 findings — concentrated in api (14), quality (12), security (6). Risk profile is high: 0 critical, 5 high, 2 medium. Recommended next step: open the api layer findings first — that's where the highest-impact wins live.

Showing 32 of 37 actionable findings. 38 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 `approve_override` without auth dependency — backend/app.py:320
`@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.py:320 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `force_retrain` without auth dependency — backend/app.py:245
`@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.py:245 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `run_weekly_report` without auth dependency — backend/app.py:348
`@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.py:348 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `skip_override` without auth dependency — backend/app.py:336
`@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.py:336 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI PUT `put_settings` without auth dependency — backend/app.py:269
`@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/app.py:269 securityAuth fastapi unauth mutation
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
low System graph quality Integrity conf 1.00 5 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `API_TOKEN`, `DB_PATH`, `FRONTEND_ORIGIN`, `VITE_API_TOKEN`, `VITE_API_URL`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
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 Tests conf 1.00 Low test-to-source ratio
4 tests / 38 src (ratio 0.11).
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: backend/overrides.py:evaluate_conviction_criteria, backend/overrides.py:evaluate 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.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: backend/data_clients.py:fetch, backend/data_clients.py:fetch, backend/data_clients.py:fetch, backend/data_clients.py:fetch This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate …
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: positions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/alpaca_exec.py:76
low System graph software Dead code conf 1.00 Possibly dead Python function: require_auth
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/data_clients.py:162
low System graph software Dead code conf 1.00 Possibly dead Python function: validate_liquidity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/risk.py:333
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/flow
`backend/app.py` declares `GET /api/flow` 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/foreign
`backend/app.py` declares `GET /api/foreign` 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/learning
`backend/app.py` declares `GET /api/learning` 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/overrides
`backend/app.py` declares `GET /api/overrides` 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/portfolio
`backend/app.py` declares `GET /api/portfolio` 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/settings
`backend/app.py` declares `GET /api/settings` 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/signals
`backend/app.py` declares `GET /api/signals` 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/trades
`backend/app.py` declares `GET /api/trades` 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/trades/{trade_id}/signals
`backend/app.py` declares `GET /api/trades/{trade_id}/signals` 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 /api/ml/retrain
`backend/app.py` declares `POST /api/ml/retrain` 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 /api/overrides/{approval_id}/approve
`backend/app.py` declares `POST /api/overrides/{approval_id}/approve` 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 /api/overrides/{approval_id}/skip
`backend/app.py` declares `POST /api/overrides/{approval_id}/skip` 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 /api/reports/weekly/run
`backend/app.py` declares `POST /api/reports/weekly/run` 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: PUT /api/settings
`backend/app.py` declares `PUT /api/settings` 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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