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.
Sign up free Scan another repo

raava-solutions/monolith-engine

https://github.com/raava-solutions/monolith-engine · scanned 2026-06-15 23:44 UTC (2 months, 4 weeks ago)

28 raw signals (0 security + 28 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 4 weeks ago · v1 · 26 actionable findings from 1 signal source. 2 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
87.4
/100
Security checks
87
0 findings
System graph
87
88.9% cov · 26 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 4 Low 19 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 26 Crowd 0 Layer: Software 13 Hardware 5 Frontend 1 Cicd 1 Quality 6
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 87.4/100 with 88.9% coverage. It contains 353 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 28 findings — concentrated in software (13), quality (8), hardware (5). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 23 of 26 actionable findings. 28 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 hardware Security conf 1.00 Dockerfile runs as root: monolith_engine/images/hermes-golden/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: monolith_engine/images/openclaw-golden/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
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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
monolith_engine/images/openclaw-golden/Dockerfile:7 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
monolith_engine/images/hermes-golden/Dockerfile:8 containersPinned dependencies
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: monolith_engine/providers/docker.py:create, monolith_engine/ports/provider.py:create 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.
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 22 places
Functions with the same first-5-line body hash: monolith_engine/storage/sqlite_backend.py:op, monolith_engine/storage/sqlite_backend.py:op, monolith_engine/storage/sqlite_backend.py:op, monolith_engine/storage/sqlite_backend.py:op This is *the* AI-coder failure mode (4× more duplication in vibe-co…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: create_snapshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:295
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_file
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:288
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_snapshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:419
low System graph software Dead code conf 1.00 Possibly dead Python function: exec_interactive
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:229
low System graph software Dead code conf 1.00 Possibly dead Python function: list_directory
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:268
low System graph software Dead code conf 1.00 Possibly dead Python function: list_snapshots
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:424
low System graph software Dead code conf 1.00 Possibly dead Python function: list_vms
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:198
low System graph software Dead code conf 1.00 Possibly dead Python function: op
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/storage/sqlite_backend.py:500
low System graph software Dead code conf 1.00 Possibly dead Python function: restore_snapshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:308
low System graph software Dead code conf 1.00 Possibly dead Python function: resume
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:146
low System graph software Dead code conf 1.00 Possibly dead Python function: run_step
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/workflows/runner.py:46
low System graph software Dead code conf 1.00 Possibly dead Python function: scope_vocabulary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/connections_registry.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: set_config
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
monolith_engine/providers/docker.py:441
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/567e4d7e-38f1-481e-aa7f-647ec9ff6990/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/567e4d7e-38f1-481e-aa7f-647ec9ff6990/

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.