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dilranjankr/-finovate-pulse

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

68 raw signals (0 security + 68 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 -11.7 (diff) · 41 actionable findings from 1 signal source. 27 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
65.0
/100
Security checks
65
0 findings
System graph
65
100.0% cov · 41 findings
Critical
0
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Agents
10
0 votes
Crowd
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reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 13 Medium 9 Low 18 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 41 Crowd 0 Layer: Software 6 Hardware 4 Cicd 1 Quality 17 Security 13
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Scan summary Repository scanned at 65.0/100 with 100.0% coverage. It contains 570 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 68 findings — concentrated in quality (34), software (14), security (13). Risk profile is high: 0 critical, 13 high, 9 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 40 of 41 actionable findings. 68 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 `ask` without auth dependency — backend/main.backup_20260610.py:1537
`@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.backup_20260610.py:1537 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `ask` without auth dependency — backend/main.py:2730
`@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:2730 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `auth_accept` without auth dependency — backend/main.py:334
`@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:334 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `auth_change_pw` without auth dependency — backend/main.py:352
`@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:352 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `auth_login` without auth dependency — backend/main.py:292
`@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:292 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `email_settings_save` without auth dependency — backend/main.py:472
`@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:472 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `email_settings_test` without auth dependency — backend/main.py:752
`@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:752 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `keka_upload` without auth dependency — backend/main.py:515
`@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:515 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `mapping_init` without auth dependency — backend/main.py:2824
`@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:2824 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `mapping_save` without auth dependency — backend/main.py:2796
`@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:2796 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `users_create` without auth dependency — backend/main.py:383
`@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:383 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `users_resend` without auth dependency — backend/main.py:405
`@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:405 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `users_set_status` without auth dependency — backend/main.py:420
`@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:420 securityAuth fastapi unauth mutation
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — frontend/app/lib/api.ts:16
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 authority lacks a verifier contract: frontend/.claude/launch.json
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
frontend/.claude/launch.json VerificationClaude instruction
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. 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. 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 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: backend/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 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
0 test file(s) for 25 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 6 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `DATABASE_URL_WRITE`, `INVITE_HOURS`, `JWT_SECRET`, `OWNER_EMAIL`, `OWNER_PASSWORD`, `SESSION_HOURS`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 39 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 3 occurrences 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.
lines 3, 9, 20
frontend/Dockerfile:3, 9, 20 (3 hits)
containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.11-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:2 containersPinned dependencies
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 10 places
Functions with the same first-5-line body hash: backend/main.py:command, backend/main.py:breakdown, backend/main.py:breakdown_list, backend/main.py:raw 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 the…
duplicatesduplication
low System graph quality Integrity conf 1.00 17 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: backend/report_coverage.py:wrap, backend/report_ishika.py:wrap 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.
17 occurrences
repo-level (17 hits)
duplicatesduplication
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/report_name_map.py:norm, backend/build_employee_status.py:norm, backend/build_employee_mapping.py:norm This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document …
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 quality Integrity conf 1.00 Old/deprecated-named symbol `Org_Directory_v2` in backend/build_directory_xlsx.py:9
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: dept_of_team
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/main.py:989
low System graph software Dead code conf 1.00 5 occurrences Possibly dead Python function: draw
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
5 files, 5 locations
backend/report_coverage.py:66
backend/report_documentation.py:33
backend/report_ishika.py:68
backend/report_name_map.py:112
backend/report_problems.py:59
low System graph software Dead code conf 1.00 Possibly dead Python function: emp_ok
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/main.backup_20260610.py:642
low System graph software Dead code conf 1.00 Possibly dead Python function: norm_team
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/build_directory_xlsx.py:18
low System graph software Dead code conf 1.00 Possibly dead Python function: norm_team
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/main.py:948
low System graph software Dead code conf 1.00 5 occurrences Possibly dead Python function: wrap
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
5 files, 5 locations
backend/report_coverage.py:63
backend/report_documentation.py:30
backend/report_ishika.py:65
backend/report_name_map.py:109
backend/report_problems.py:56
low System graph quality Complexity conf 1.00 Very large file: backend/main.backup_20260610.py (1557 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: backend/main.py (3070 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: frontend/app/components/CommandCenter.tsx (2464 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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