Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

RomanBoreyko/R_proj

https://github.com/RomanBoreyko/R_proj · scanned 2026-06-15 23:55 UTC (2 months, 3 weeks ago)

20 raw signals (6 security + 14 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 19 actionable findings from 2 signal sources. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 96.2/100 with 66.7% coverage. It contains 125 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 14 findings — concentrated in quality (9), security (2), software (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 17 of 19 actionable findings. 20 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.

critical Security checks security auth conf 0.78 Foundry mined security auth guardrail gaps: RomanBoreyko/R_proj
Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…
high Security checks quality Practices conf 0.84 Foundry mined bad chains: RomanBoreyko/R_proj
Comment chain pattern product: bad_chains Repo: RomanBoreyko/R_proj Thread: RomanBoreyko/R_proj#2 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: github_or_motif_graph_without_source_files Reasons: link_quality_unresolved, high_risk…
high Security checks quality Practices conf 0.80 Foundry mined docs only runtime fix: RomanBoreyko/R_proj
Graph query export: Docs-only response to runtime or integration issue Query id: docs_only_runtime_fix Query type: motif_query Intent: Assumption-check examples where docs or claims are not enough proof. Motif: docs_only_runtime_fix Training usage: assumption_check Graph gold label: weak_supervisio…
medium Security checks quality Practices conf 0.62 Foundry mined assumption checks: RomanBoreyko/R_proj
Comment chain pattern product: assumption_checks Repo: RomanBoreyko/R_proj Thread: RomanBoreyko/R_proj#1 Outcome: claimed_resolved_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: github_or_motif_graph_without_source_files Reasons: link_quality_weak_supervision, h…
medium Security checks quality maintenance conf 0.70 Foundry mined blueprint gap alignment: RomanBoreyko/R_proj
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
medium Security checks quality Practices conf 0.70 Foundry mined unresolved feedback: RomanBoreyko/R_proj
Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: assu…
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. 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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in TRADING-SYSTEM/scripts/webapp/gold-volarb-calculator.html:489
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
TRADING-SYSTEM/scripts/webapp/gold-volarb-calculator.html:489 Direct innerhtml assignment
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
0 test file(s) for 14 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 194 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 quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: TRADING-SYSTEM/scripts/portfolio/pnl_breakdown.py:get, TRADING-SYSTEM/scripts/portfolio/recent_ops.py:get 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 t…
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 software Dead code conf 1.00 Possibly dead Python function: find_or_add_leg_row
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
TRADING-SYSTEM/scripts/fill_book.py:134
low System graph quality Docs conf 1.00 README lacks setup or run instructions
A README exists, but it does not contain common install/setup/run markers. This matches a frequent generated-code pattern: UI is present, operational handoff is thin.
ReadmeRepo hardeningGenerated repo pattern
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
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/d3fd8f10-2ab8-48c3-a31c-f6be96083115/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/d3fd8f10-2ab8-48c3-a31c-f6be96083115/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.