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.

Vilin97/lean-pool

https://github.com/Vilin97/lean-pool · scanned 2026-06-16 00:50 UTC (2 months, 1 week ago)

18 raw signals (0 security + 18 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 15 actionable findings from 1 signal source. 3 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

77.8% cov · 15 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 9 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 15 Crowd 0 Layer: Network 2 Frontend 1 Security 1 Cicd 1 Quality 10

Exclude dismissed / FP Exclude test files

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 73.1/100 with 77.8% coverage. It contains 384 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 18 findings — concentrated in quality (10), cicd (4), network (2). Risk profile is low: 0 critical, 0 high, 12 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 12 of 15 actionable findings. 18 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.

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 cicd CI/CD security conf 1.00 4 occurrences GitHub Actions workflow grants broad write permissions

CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.

4 files, 4 locations

.github/workflows/create-release.yml

.github/workflows/docs.yml

.github/workflows/lean_action_ci.yml

.github/workflows/update.yml

CI/CD securitySupply chainGithub actions

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — python/lean_pool/aggregator/manual.py:72

`subprocess.run(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — python/lean_pool/partial_port_audit.py:89

runtime safetyRobustness

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — python/lean_pool/review.py:114

runtime safetyRobustness

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — python/lean_pool/semantic_dedup.py:59

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 network Security conf 1.00 Privileged port 18 in use

Port 18 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.

LeanPool/projects.yml Ports

medium System graph network Security conf 1.00 Privileged port 29 in use

Port 29 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.

LeanPool/projects.yml Ports

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 13 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 Agent instructions conf 1.00 Multiple root agent instruction files without precedence

The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies.

Governance

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/7f82461b-0da9-4d56-8d19-e508b9c39b6d/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/7f82461b-0da9-4d56-8d19-e508b9c39b6d/

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.