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rocketmandrey/gtm-devops

https://github.com/rocketmandrey/gtm-devops · scanned 2026-06-15 23:54 UTC (2 months, 3 weeks ago)

20 raw signals (0 security + 20 graph)

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Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 20 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
95.9
/100
Security checks
96
0 findings
System graph
96
77.8% cov · 20 findings
Critical
0
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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 14 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 20 Crowd 0 Layer: Software 11 Frontend 1 Security 1 Cicd 1 Quality 6
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Scan summary Repository scanned at 95.9/100 with 77.8% coverage. It contains 141 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 20 findings — concentrated in software (11), quality (6), frontend (1). 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 18 of 20 actionable findings. 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 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 27 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 12 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 software Dead code conf 1.00 Possibly dead Python function: anthropic_extractor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gtm/funding/news.py:93
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_audit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:64
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_contacts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_draft
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:86
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_funding
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_hiring
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:77
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:33
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_templates
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: hunter_provider
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gtm/enrich/contacts.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:36
low System graph software Dead code conf 1.00 Possibly dead Python function: run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gtm/pipeline.py:84
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
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