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

vvv104/ms0515

https://github.com/vvv104/ms0515 · scanned 2026-06-16 00:53 UTC (2 months, 1 week ago)

46 raw signals (0 security + 46 graph)

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

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 43 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
Combined
74.4
/100
Security checks
74
0 findings
System graph
74
55.6% cov · 43 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 9 Low 26 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 43 Crowd 0 Layer: Software 18 Frontend 1 Security 1 Cicd 2 Quality 21
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 74.4/100 with 55.6% coverage. It contains 559 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 46 findings — concentrated in quality (24), software (18), cicd (2). Risk profile is low: 0 critical, 0 high, 9 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 35 of 43 actionable findings. 46 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 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. 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 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 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.
.github/workflows/release.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — disk_recovery/tools/build_corpus.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 — disk_recovery/tools/identify.py:56
`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 — disk_recovery/tools/import_images.py:54
`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 — disk_recovery/tools/review.py:1379
`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 — rt11_devel/toolset/build.py:183
`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 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
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 170 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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/cache@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:45 CI/CD securitySupply chainGithub actions
low System graph quality Tests conf 1.00 Low test-to-source ratio
4 tests / 25 src (ratio 0.16).
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: disk_recovery/tools/build_corpus.py:main, disk_recovery/tools/identify.py:main 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.
4 occurrences
repo-level (4 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: as_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:219
low System graph software Dead code conf 1.00 Possibly dead Python function: cb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:304
low System graph software Dead code conf 1.00 Possibly dead Python function: deassign
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rt11_devel/toolset/rt11.py:102
low System graph software Dead code conf 1.00 Possibly dead Python function: do_build_disk
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1391
low System graph software Dead code conf 1.00 Possibly dead Python function: do_bytevote
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1048
low System graph software Dead code conf 1.00 Possibly dead Python function: do_clear
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1277
low System graph software Dead code conf 1.00 Possibly dead Python function: do_diff
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1032
low System graph software Dead code conf 1.00 Possibly dead Python function: do_disasm
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1124
low System graph software Dead code conf 1.00 Possibly dead Python function: do_disasm_compare
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:500
low System graph software Dead code conf 1.00 Possibly dead Python function: do_save_as
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1288
low System graph software Dead code conf 1.00 Possibly dead Python function: do_set
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1255
low System graph software Dead code conf 1.00 Possibly dead Python function: do_textmerge
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1171
low System graph software Dead code conf 1.00 Possibly dead Python function: do_view
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1024
low System graph software Dead code conf 1.00 Possibly dead Python function: do_zero
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:264
low System graph software Dead code conf 1.00 Possibly dead Python function: do_zeroes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:1071
low System graph software Dead code conf 1.00 Possibly dead Python function: layout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/conanfile.py:46
low System graph software Dead code conf 1.00 Possibly dead Python function: mwheel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
disk_recovery/tools/review.py:314
low System graph software Dead code conf 1.00 Possibly dead Python function: set_version
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/conanfile.py:39
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 quality Complexity conf 1.00 Very large file: disk_recovery/tools/review.py (1586 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: rt11_devel/projects/saper/source/gen_saper.py (2258 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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/54806265-1ab9-4eeb-bb31-8afd1540dc72/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/54806265-1ab9-4eeb-bb31-8afd1540dc72/

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.